HTML element with all applied configurations.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The textual content to be included inside the paragraph element, supports plain text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "styles",
+ "type": "object",
+ "description": "An optional object representing CSS style properties and their values to be applied inline to the paragraph.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "cssClasses",
+ "type": "array",
+ "description": "An optional array of CSS class names (strings) to assign to the paragraph element for styling.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "attributes",
+ "type": "object",
+ "description": "Optional additional HTML attributes as key-value pairs to be added to the paragraph tag (e.g., id, data-* attributes).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "string",
+ "description": "A string containing the fully constructed HTML
element with the provided text content, inline styles, class names, and additional attributes."
+ },
+ "aiAgent": {
+ "useCase": "When an AI agent needs to dynamically generate HTML paragraph elements for web pages, including customizable text content, styling, CSS classes and extra attributes without manual HTML coding, it should use this tool to create valid and flexible paragraph elements as strings to embed in larger HTML documents or templates.",
+ "limitations": "This tool generates only paragraph (
) HTML elements; it does not sanitize or validate the text or attribute values for security (e.g., XSS protection) which should be handled externally.",
+ "examples": [
+ "Create a paragraph with simple text \"Hello World\".",
+ "Create a paragraph with red text color and font size 14px.",
+ "Create a paragraph with class names ['intro','highlight'] and data-id attribute set to 'para1'."
+ ]
+ },
+ "tags": [
+ "web-development",
+ "html",
+ "paragraph",
+ "html-generation",
+ "frontend"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"Hello World\"}",
+ "description": "Basic paragraph with plain text content."
+ },
+ {
+ "inputJson": "{\"text\":\"Stylish text\",\"styles\":{\"color\":\"red\",\"fontSize\":\"14px\"}}",
+ "description": "Paragraph with inline styles to color text red and set font size."
+ },
+ {
+ "inputJson": "{\"text\":\"Class and attrs\",\"cssClasses\":[\"intro\",\"highlight\"],\"attributes\":{\"id\":\"para1\",\"data-info\":\"sample\"}}",
+ "description": "Paragraph with multiple CSS classes and additional HTML attributes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createSession",
+ "description": "Creates a new user analytics session for a website by accepting session metadata such as user agent, IP address, start timestamp, and optional custom attributes. It processes this data to initialize a session record and returns a unique session identifier and timestamps for tracking session duration and further analytic events.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "userAgent",
+ "type": "string",
+ "description": "The user agent string from the user's browser to identify device and browser info.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "ipAddress",
+ "type": "string",
+ "description": "The IP address of the user to track geographic or network info.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startTimestamp",
+ "type": "number",
+ "description": "The UNIX timestamp in milliseconds indicating when the session started.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "customAttributes",
+ "type": "object",
+ "description": "Optional custom key-value pairs to attach additional metadata to the session.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "referrerUrl",
+ "type": "string",
+ "description": "The URL of the site that referred the user to this website, if any.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a unique session ID, the recorded start timestamp, and optionally metadata confirming stored custom attributes."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to start tracking a new user session for website analytics purposes, capturing essential session metadata for later event correlation or user behavior analysis.",
+ "limitations": "This tool does not handle event tracking within the session or session termination; those require separate tools or APIs.",
+ "examples": [
+ "Create a session on user visit capturing user agent and IP.",
+ "Start a session that includes custom attributes like campaign source.",
+ "Initialize a session with a known start timestamp for backdated analytics."
+ ]
+ },
+ "tags": [
+ "session",
+ "analytics",
+ "web",
+ "tracking",
+ "user-experience",
+ "metrics"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"userAgent\":\"Mozilla/5.0 (Windows NT 10.0; Win64; x64)\",\"ipAddress\":\"192.168.1.1\"}",
+ "description": "Basic session creation with required parameters userAgent and ipAddress."
+ },
+ {
+ "inputJson": "{\"userAgent\":\"Mozilla/5.0 (iPhone; CPU iPhone OS 14_0 like Mac OS X)\",\"ipAddress\":\"203.0.113.5\",\"customAttributes\":{\"campaign\":\"spring_sale\",\"userType\":\"premium\"}}",
+ "description": "Create session including custom attributes to track marketing campaign and user type."
+ },
+ {
+ "inputJson": "{\"userAgent\":\"Mozilla/5.0\",\"ipAddress\":\"198.51.100.23\",\"startTimestamp\":1685500000000,\"referrerUrl\":\"https://example.com\"}",
+ "description": "Session created with explicit start timestamp and referrer URL to track source attribution."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Session",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createDashboard",
+ "description": "Generates a customizable web analytics dashboard using provided configuration parameters. Accepts inputs such as data sources, visualization preferences, metrics to track, and display options. Processes these inputs to produce an interactive dashboard layout in JSON format, ready for integration into web applications.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "dashboardName",
+ "type": "string",
+ "description": "The title or name for the dashboard being created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataSources",
+ "type": "array",
+ "description": "An array of objects specifying sources of data, including type (e.g., API, database), endpoint or connection string, and authentication details as needed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metrics",
+ "type": "array",
+ "description": "A list of metric definitions to include on the dashboard, each specifying metric name, calculation method, and display label.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "visualizations",
+ "type": "array",
+ "description": "Array defining the visual components (e.g., charts, tables) for displaying each metric, including chart type, layout position, and configuration options.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "refreshInterval",
+ "type": "number",
+ "description": "Interval in seconds at which the dashboard data should refresh to show updated analytics.",
+ "required": false,
+ "defaultValue": "60"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "UI theme name for the dashboard (e.g., light, dark) to control its visual style.",
+ "required": false,
+ "defaultValue": "light"
+ },
+ {
+ "name": "responsive",
+ "type": "boolean",
+ "description": "Flag to enable responsive layout adapting to different screen sizes.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object representing the fully structured and configured dashboard, including metadata, layout, data source bindings, and visualization components."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a ready-to-use analytics dashboard configuration programmatically, based on user requirements for data sources, metrics, and visual styles, enabling quick setup of monitoring interfaces in web projects.",
+ "limitations": "This tool does not perform actual data fetching or rendering; it only creates the dashboard configuration schema. Integration with visualization libraries and data retrieval implementation must be handled separately.",
+ "examples": [
+ "Create a sales performance dashboard with API data source and bar charts.",
+ "Generate a user engagement dashboard with multiple metrics and real-time refresh every 30 seconds.",
+ "Build a lightweight, mobile-friendly dashboard using dark theme and chart visualizations."
+ ]
+ },
+ "tags": [
+ "web",
+ "dashboard",
+ "analytics",
+ "visualization",
+ "configuration",
+ "responsive",
+ "theme"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dashboardName\":\"Sales Overview\",\"dataSources\":[{\"type\":\"API\",\"endpoint\":\"https://api.example.com/sales\",\"auth\":{\"token\":\"abcd1234\"}}],\"metrics\":[{\"name\":\"totalRevenue\",\"calculation\":\"sum\",\"label\":\"Total Revenue\"},{\"name\":\"ordersCount\",\"calculation\":\"count\",\"label\":\"Number of Orders\"}],\"visualizations\":[{\"metricName\":\"totalRevenue\",\"type\":\"barChart\",\"position\":{\"row\":1,\"column\":1}},{\"metricName\":\"ordersCount\",\"type\":\"lineChart\",\"position\":{\"row\":1,\"column\":2}}],\"refreshInterval\":120,\"theme\":\"light\",\"responsive\":true}",
+ "description": "Create a sales dashboard showing total revenue and order count with API data source, bar and line charts, refreshing every 2 minutes."
+ },
+ {
+ "inputJson": "{\"dashboardName\":\"User Engagement\",\"dataSources\":[{\"type\":\"database\",\"connectionString\":\"Server=myServer;Database=analytics;User Id=admin;Password=pass;\"}],\"metrics\":[{\"name\":\"activeUsers\",\"calculation\":\"distinctCount\",\"label\":\"Active Users\"},{\"name\":\"sessionDuration\",\"calculation\":\"avg\",\"label\":\"Avg Session Duration\"}],\"visualizations\":[{\"metricName\":\"activeUsers\",\"type\":\"table\",\"position\":{\"row\":1,\"column\":1}},{\"metricName\":\"sessionDuration\",\"type\":\"pieChart\",\"position\":{\"row\":1,\"column\":2}}],\"refreshInterval\":30,\"theme\":\"dark\",\"responsive\":true}",
+ "description": "Generate a user engagement dashboard with metrics from database, including active users and session duration, with table and pie chart visualizations, refreshing every 30 seconds, in dark theme."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Dashboard",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createKPI",
+ "description": "Creates a Key Performance Indicator (KPI) configuration for web analytics by accepting KPI name, description, associated metric, calculation formula, and target goal. Processes inputs to generate a structured KPI object ready for integration into analytics dashboards or reports.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "kpiName",
+ "type": "string",
+ "description": "The unique name of the KPI to create.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Detailed description explaining the KPI and its purpose.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "metric",
+ "type": "string",
+ "description": "The primary metric that this KPI measures (e.g., 'page views', 'conversion rate').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "calculationFormula",
+ "type": "string",
+ "description": "Formula used to calculate the KPI from raw data metrics, expressed as a string (e.g., '(conversions / visits) * 100').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetGoal",
+ "type": "number",
+ "description": "The numeric target value for this KPI to achieve, used for progress tracking.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeFrame",
+ "type": "string",
+ "description": "The time frame over which the KPI is measured (e.g., 'daily', 'monthly').",
+ "required": false,
+ "defaultValue": "monthly"
+ },
+ {
+ "name": "tags",
+ "type": "array",
+ "description": "Array of strings representing tags or categories for the KPI.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured KPI object containing name, description, metric, formula, target goal, time frame, and tags. This object is ready for saving into analytics systems or dashboards."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to define or register new web analytics KPIs based on user input parameters, ensuring that KPIs are properly structured for tracking performance metrics on a website or web application. Useful for setting up dashboards or monitoring goals.",
+ "limitations": "This tool does not collect data or perform real-time analytics; it only creates the KPI definition object. The calculation formula must be provided as a string and is not automatically validated for syntax or correctness.",
+ "examples": [
+ "Create a KPI to track daily conversion rate with target goal 5%.",
+ "Set up monthly page views KPI without a specific target goal.",
+ "Generate a KPI to measure bounce rate calculated as '(bounces / visits) * 100' with tags for user engagement."
+ ]
+ },
+ "tags": [
+ "web",
+ "analytics",
+ "KPI",
+ "dashboard",
+ "metrics",
+ "performance",
+ "definition"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"kpiName\":\"Daily Conversion Rate\",\"description\":\"Percentage of visitors converting daily.\",\"metric\":\"conversion rate\",\"calculationFormula\":\"(conversions / visits) * 100\",\"targetGoal\":5,\"timeFrame\":\"daily\",\"tags\":[\"conversion\",\"daily\",\"performance\"]}",
+ "description": "Create a KPI to track the daily conversion rate with a 5% target goal."
+ },
+ {
+ "inputJson": "{\"kpiName\":\"Monthly Page Views\",\"metric\":\"page views\",\"calculationFormula\":\"pageViews\",\"timeFrame\":\"monthly\",\"tags\":[\"traffic\",\"monthly\"]}",
+ "description": "Set up a monthly KPI for total page views without a specific target goal."
+ },
+ {
+ "inputJson": "{\"kpiName\":\"Bounce Rate\",\"description\":\"Percentage of single-page visits.\",\"metric\":\"bounce rate\",\"calculationFormula\":\"(bounces / visits) * 100\",\"tags\":[\"engagement\",\"bounce\"]}",
+ "description": "Generate a KPI to measure bounce rate with engagement tags but no target goal specified."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "KPI",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createAnomaly",
+ "description": "Analyzes website analytics data (e.g., traffic, user behavior, performance metrics) over time to detect anomalies such as sudden spikes, drops, or unusual patterns. Accepts time-series data with configurable sensitivity and outputs detected anomaly events with timestamps, significance scores, and suggested causes when possible.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "array",
+ "description": "Time-series array of analytics data points, each containing a timestamp and associated metrics (e.g., page views, bounce rate).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metrics",
+ "type": "array",
+ "description": "List of metric names in the data to analyze for anomalies (e.g., ['pageViews', 'bounceRate']).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sensitivity",
+ "type": "number",
+ "description": "A number between 0 and 1 determining anomaly detection sensitivity; higher means more anomalies are detected.",
+ "required": false,
+ "defaultValue": "0.8"
+ },
+ {
+ "name": "timeWindow",
+ "type": "string",
+ "description": "Time window over which to aggregate/analyze data (e.g., '1h', '1d').",
+ "required": false,
+ "defaultValue": "1h"
+ },
+ {
+ "name": "seasonality",
+ "type": "boolean",
+ "description": "Indicates if the detection should account for seasonal patterns in the data (daily/weekly trends).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "minimumAnomalyScore",
+ "type": "number",
+ "description": "Minimum anomaly score threshold to report (0-1).",
+ "required": false,
+ "defaultValue": "0.5"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing array of detected anomalies; each includes metric name, timestamp, anomaly score, and optionally a brief cause explanation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to automatically identify unusual or unexpected changes in web analytics metrics to alert site maintainers or enable automated responses. Ideal for monitoring user traffic, engagement, or performance issues that deviate from typical patterns.",
+ "limitations": "Cannot definitively explain root causes of anomalies or handle malformed/incomplete input data. Limited to metrics provided and detection configured parameters; false positives or negatives may occur.",
+ "examples": [
+ "Detect anomalous traffic drops over past week for pageViews and bounceRate.",
+ "Identify sudden spikes in performance metrics during a marketing campaign.",
+ "Alert on unusual bounce rate patterns accounting for daily seasonality."
+ ]
+ },
+ "tags": [
+ "web",
+ "analytics",
+ "anomaly detection",
+ "monitoring",
+ "time-series"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":[{\"timestamp\":\"2024-06-01T00:00:00Z\",\"pageViews\":1000,\"bounceRate\":0.55},{\"timestamp\":\"2024-06-01T01:00:00Z\",\"pageViews\":2500,\"bounceRate\":0.52},{\"timestamp\":\"2024-06-01T02:00:00Z\",\"pageViews\":1020,\"bounceRate\":0.54}],\"metrics\":[\"pageViews\",\"bounceRate\"],\"sensitivity\":0.9,\"timeWindow\":\"1h\",\"seasonality\":true,\"minimumAnomalyScore\":0.7}",
+ "description": "Analyze hourly pageViews and bounceRate data to find significant anomalies with high sensitivity and seasonality consideration."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Anomaly",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createEvent",
+ "description": "Creates a web analytics event object for tracking user interactions on a website. Accepts event name, category, action, optional label and value, timestamp, and custom properties. Outputs a structured event object ready for sending to analytics services or storing.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "eventName",
+ "type": "string",
+ "description": "The name of the event to be tracked (e.g., 'button_click').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventCategory",
+ "type": "string",
+ "description": "The category of the event, representing a group of events (e.g., 'navigation').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventAction",
+ "type": "string",
+ "description": "The specific action taken by the user (e.g., 'click').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventLabel",
+ "type": "string",
+ "description": "An optional label providing additional information about the event (e.g., 'signup_button').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventValue",
+ "type": "number",
+ "description": "An optional numeric value associated with the event (e.g., 1 for count or amount).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "timestamp",
+ "type": "number",
+ "description": "The UNIX timestamp in milliseconds when the event occurred. Defaults to current time if not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "customProperties",
+ "type": "object",
+ "description": "Optional key-value pairs for additional event metadata (e.g., {\"page\":\"homepage\"}).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured event object containing all provided event details, formatted for analytics tracking."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to construct a detailed event object representing user interactions on a website for analytics purposes. It helps standardize event data before sending to tracking services like Google Analytics or custom backends.",
+ "limitations": "This tool does not send or persist the event data. It only creates the event object; integration with tracking or storage systems must be handled separately.",
+ "examples": [
+ "Create an event for a user clicking the signup button in the navigation menu.",
+ "Generate a purchase event with value and label to track revenue.",
+ "Record a video play event with custom properties about the video id and duration."
+ ]
+ },
+ "tags": [
+ "web",
+ "analytics",
+ "event",
+ "tracking",
+ "user-interaction",
+ "web-development",
+ "model"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"eventName\":\"click\",\"eventCategory\":\"navigation\",\"eventAction\":\"button_click\",\"eventLabel\":\"signup_button\"}",
+ "description": "Create an event for a button click on the signup button in navigation."
+ },
+ {
+ "inputJson": "{\"eventName\":\"purchase\",\"eventCategory\":\"ecommerce\",\"eventAction\":\"complete\",\"eventValue\":49.99,\"eventLabel\":\"order_12345\"}",
+ "description": "Create an event for a purchase completed with a dollar value and order label."
+ },
+ {
+ "inputJson": "{\"eventName\":\"video_play\",\"eventCategory\":\"media\",\"eventAction\":\"play\",\"customProperties\":{\"videoId\":\"vid789\",\"duration\":300}}",
+ "description": "Create an event for a video play action including custom video metadata."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Event",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createTrend",
+ "description": "This tool analyzes website interaction data such as page views, user clicks, or session durations over a specified time range and generates actionable trend analytics. It accepts raw or aggregated web metrics, applies smoothing and comparison algorithms to identify positive or negative trends, seasonal patterns, and anomalies, and outputs a structured trend report with visualizable data points and key insights.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "array",
+ "description": "An array of objects representing web interaction records with timestamps and associated metrics (e.g., page views, clicks).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metric",
+ "type": "string",
+ "description": "The specific metric to analyze for trends, such as 'pageViews', 'clicks', or 'sessionDuration'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "The ISO 8601 formatted date string indicating the start of the time range for trend analysis.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "The ISO 8601 formatted date string marking the end of the time range for trend analysis.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "granularity",
+ "type": "string",
+ "description": "Time granularity for aggregating data points such as 'hourly', 'daily', or 'weekly'.",
+ "required": false,
+ "defaultValue": "daily"
+ },
+ {
+ "name": "applySmoothing",
+ "type": "boolean",
+ "description": "Whether to apply smoothing techniques to the data to reduce noise in trend detection.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeAnomalies",
+ "type": "boolean",
+ "description": "Whether to include detected anomalies in the trend report output.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A detailed trend report containing an array of time series data points with timestamps and metric values, summary statistics describing trend direction and strength, identified seasonal patterns if any, and anomaly details when requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to derive meaningful patterns and trends from raw or aggregated website interaction metrics, aiding website owners or developers in understanding user behavior changes over time, evaluating marketing impact, or optimizing web content and performance.",
+ "limitations": "This tool does not predict future trends beyond the input data range, nor does it process unstructured data formats; it requires input data to be properly structured and time-stamped.",
+ "examples": [
+ "Analyze daily pageViews trend from 2024-01-01 to 2024-03-31 with smoothing and anomaly detection.",
+ "Generate weekly clicks trend report for last quarter without smoothing.",
+ "Evaluate sessionDuration hourly trend for a specific week with anomalies included."
+ ]
+ },
+ "tags": [
+ "web-development",
+ "analytics",
+ "trend-analysis",
+ "time-series",
+ "user-behavior",
+ "data-aggregation",
+ "website-metrics"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":[{\"timestamp\":\"2024-01-01T00:00:00Z\",\"pageViews\":120},{\"timestamp\":\"2024-01-02T00:00:00Z\",\"pageViews\":135},{\"timestamp\":\"2024-01-03T00:00:00Z\",\"pageViews\":150}],\"metric\":\"pageViews\",\"startDate\":\"2024-01-01\",\"endDate\":\"2024-01-03\",\"granularity\":\"daily\",\"applySmoothing\":true,\"includeAnomalies\":false}",
+ "description": "Analyzing daily page views from Jan 1 to 3, 2024 with smoothing applied and anomaly detection off."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Trend",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createCache",
+ "description": "Creates and configures a caching layer for a web application. Accepts parameters defining cache type (memory, Redis, disk), TTL (time to live) for cached items, maximum cache size, and other options. Returns configuration details and a cache instance reference for integration into the web app stack.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "cacheType",
+ "type": "string",
+ "description": "Type of cache to create, e.g., 'memory', 'redis', 'disk'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "ttlSeconds",
+ "type": "number",
+ "description": "Time to live for cache entries in seconds. Items expire after this time.",
+ "required": false,
+ "defaultValue": "3600"
+ },
+ {
+ "name": "maxSize",
+ "type": "number",
+ "description": "Maximum number of items or total size (depending on cache type) allowed in the cache.",
+ "required": false,
+ "defaultValue": "1000"
+ },
+ {
+ "name": "redisConfig",
+ "type": "object",
+ "description": "Configuration object for Redis connection (host, port, password), required if cacheType='redis'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "persistToDisk",
+ "type": "boolean",
+ "description": "Indicates if the cache should persist data to disk (only applicable for disk cache type).",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the cache instance reference, the effective configuration parameters, and status indicating readiness."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to add caching capabilities to a web application to improve performance and reduce database or API load. It is helpful when the agent must generate or modify cache layers dynamically based on app requirements or environment.",
+ "limitations": "This tool does not handle the internal caching logic beyond instantiation and configuration. It requires appropriate runtime environment support and connection access for cache backends like Redis. It does not perform cache eviction policies beyond configured parameters.",
+ "examples": [
+ "Create an in-memory cache with 1-hour TTL and max size 500 items.",
+ "Create a Redis cache connected to a remote server with TTL 300 seconds.",
+ "Create a disk cache that persists data with max size 10000 items."
+ ]
+ },
+ "tags": [
+ "web",
+ "cache",
+ "performance",
+ "infrastructure",
+ "configuration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"cacheType\":\"memory\",\"ttlSeconds\":3600,\"maxSize\":500}",
+ "description": "Create an in-memory cache with default TTL and a max size of 500 items."
+ },
+ {
+ "inputJson": "{\"cacheType\":\"redis\",\"ttlSeconds\":300,\"redisConfig\":{\"host\":\"redis.example.com\",\"port\":6379,\"password\":\"s3cr3t\"}}",
+ "description": "Create a Redis cache connecting to a specified Redis host with 5-minute TTL."
+ },
+ {
+ "inputJson": "{\"cacheType\":\"disk\",\"persistToDisk\":true,\"maxSize\":10000}",
+ "description": "Create a disk-based cache that persists data between restarts with a maximum of 10,000 entries."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Cache",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createMetric",
+ "description": "Creates a customizable web analytics metric based on user-defined parameters including name, description, data source, calculation formula, and aggregation method. Accepts configuration inputs and outputs a fully defined metric object suitable for integration into web analytics dashboards or tracking systems.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "metricName",
+ "type": "string",
+ "description": "The unique name identifier for the metric to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A brief explanation of what the metric measures and its purpose.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataSource",
+ "type": "string",
+ "description": "The source dataset or event stream name from which metric data will be derived.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "calculationFormula",
+ "type": "string",
+ "description": "A formula or expression defining how to compute the metric using data fields from the data source, e.g., 'sum(clicks)/sum(visits)'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "aggregationMethod",
+ "type": "string",
+ "description": "The aggregation method to apply, such as 'sum', 'average', 'count', or 'unique', to the calculation result.",
+ "required": true,
+ "defaultValue": "sum"
+ },
+ {
+ "name": "timeGranularity",
+ "type": "string",
+ "description": "The time interval for metric aggregation, e.g., 'hourly', 'daily', or 'monthly'.",
+ "required": false,
+ "defaultValue": "daily"
+ },
+ {
+ "name": "filters",
+ "type": "object",
+ "description": "Optional filter conditions to restrict data included in the metric calculation, structured as key-value pairs representing field and required value.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A metric object containing the configured name, description, data source, formula, aggregation method, and optional filters ready for use in analytics systems."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to define a new custom analytics metric for web data tracking, such as creating conversion rates, user engagement scores, or other KPIs that require specific calculation logic and aggregation preferences.",
+ "limitations": "The tool does not perform actual data fetching or calculations but only generates the metric definition; underlying analytics system must support applying the formula and aggregation to real data.",
+ "examples": [
+ "Create a daily conversion rate metric based on clicks and visits.",
+ "Define a unique visitor count metric filtered by country=\"US\".",
+ "Set up an average session duration metric aggregated hourly."
+ ]
+ },
+ "tags": [
+ "web-development",
+ "analytics",
+ "metric-creation",
+ "custom-metrics",
+ "web-analytics",
+ "data-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"metricName\":\"conversionRate\",\"description\":\"Percentage of visitors who complete a purchase.\",\"dataSource\":\"userEvents\",\"calculationFormula\":\"sum(purchases)/sum(visits)\",\"aggregationMethod\":\"average\",\"timeGranularity\":\"daily\",\"filters\":{\"country\":\"US\"}}",
+ "description": "Create a daily conversion rate metric filtered for US visitors using average aggregation."
+ },
+ {
+ "inputJson": "{\"metricName\":\"uniqueVisitors\",\"description\":\"Count of unique visitors to the site.\",\"dataSource\":\"pageViews\",\"calculationFormula\":\"countDistinct(userId)\",\"aggregationMethod\":\"count\",\"timeGranularity\":\"monthly\"}",
+ "description": "Define a monthly count of unique visitors metric without filters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Metric",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createCluster",
+ "description": "Creates and configures a scalable web server cluster for deploying web applications. Accepts configuration parameters such as number of servers, instance types, load balancer settings, and network configuration. Processes these inputs to provision and initialize the cluster infrastructure, then returns details about the created cluster including access endpoints and status.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "clusterName",
+ "type": "string",
+ "description": "The unique name to identify the cluster.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "serverCount",
+ "type": "number",
+ "description": "Number of web server instances to include in the cluster.",
+ "required": true,
+ "defaultValue": "3"
+ },
+ {
+ "name": "instanceType",
+ "type": "string",
+ "description": "Type/specification of the server instances (e.g., t2.medium, n1-standard-2).",
+ "required": false,
+ "defaultValue": "t2.medium"
+ },
+ {
+ "name": "loadBalancerType",
+ "type": "string",
+ "description": "Type of load balancer to deploy (e.g., application, network).",
+ "required": false,
+ "defaultValue": "application"
+ },
+ {
+ "name": "region",
+ "type": "string",
+ "description": "Geographic region where the cluster should be deployed.",
+ "required": false,
+ "defaultValue": "us-east-1"
+ },
+ {
+ "name": "autoScalingEnabled",
+ "type": "boolean",
+ "description": "Whether to enable auto-scaling for the cluster.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "networkConfig",
+ "type": "object",
+ "description": "Network configuration settings like VPC ID, subnets, and security groups.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing cluster identifier, list of server instance IDs, load balancer DNS name and status of deployment."
+ },
+ "aiAgent": {
+ "useCase": "Use when an AI assistant needs to automate the provisioning of a web server environment, enabling deployment readiness and scalability for web applications. Ideal for scenarios requiring quick cluster setup with customizable server counts, instance types, and network parameters.",
+ "limitations": "Does not handle the deployment of application code or software inside the servers; it focuses on infrastructure creation only. Does not support creation beyond web server clusters (e.g., databases or caching layers).",
+ "examples": [
+ "Create a 5-node cluster with t3.large instances in us-west-2 region and enable network load balancer.",
+ "Set up a minimal cluster with 2 servers and default load balancer in us-east-1 for a staging environment.",
+ "Build a scalable web server cluster with auto-scaling disabled in eu-central-1 region."
+ ]
+ },
+ "tags": [
+ "web-development",
+ "infrastructure",
+ "cluster",
+ "provisioning",
+ "automation",
+ "cloud",
+ "scalability"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"clusterName\":\"prod-web-cluster\",\"serverCount\":5,\"instanceType\":\"t3.large\",\"loadBalancerType\":\"network\",\"region\":\"us-west-2\",\"autoScalingEnabled\":true}",
+ "description": "Create a 5-node cluster with t3.large instances in the us-west-2 region with a network load balancer and auto-scaling enabled."
+ },
+ {
+ "inputJson": "{\"clusterName\":\"staging-cluster\",\"serverCount\":2}",
+ "description": "Create a minimal cluster with 2 default t2.medium instances and an application load balancer in the default region with auto-scaling enabled."
+ },
+ {
+ "inputJson": "{\"clusterName\":\"eu-cluster\",\"serverCount\":4,\"autoScalingEnabled\":false,\"region\":\"eu-central-1\"}",
+ "description": "Set up a 4-node cluster without auto-scaling in the eu-central-1 region using default instance and load balancer settings."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Cluster",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createQueue",
+ "description": "Creates and configures a message queue service for web applications. Accepts queue name, type, durability, max size, and optional access policies. Processes these inputs to set up a queue in the specified environment, returning its configuration details and status information.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "queueName",
+ "type": "string",
+ "description": "Unique identifier for the queue.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "queueType",
+ "type": "string",
+ "description": "Type of queue to create, e.g., 'standard' or 'fifo'.",
+ "required": false,
+ "defaultValue": "standard"
+ },
+ {
+ "name": "durable",
+ "type": "boolean",
+ "description": "If true, the queue persists beyond server restarts.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxSizeMb",
+ "type": "number",
+ "description": "Maximum size of the queue in megabytes.",
+ "required": false,
+ "defaultValue": "1024"
+ },
+ {
+ "name": "accessPolicies",
+ "type": "object",
+ "description": "Optional access control policies for the queue specifying permissions and roles.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "environment",
+ "type": "string",
+ "description": "Deployment environment such as 'development', 'staging', or 'production'.",
+ "required": false,
+ "defaultValue": "production"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the queue configuration details including URL, ARN (if applicable), creation timestamp, and status."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically set up message queues for decoupling components in a web application architecture. It supports configuring queue properties like durability and size limits to suit different environments such as development or production.",
+ "limitations": "This tool does not handle message publishing or consumption; it only creates and configures the queue resource itself. It also depends on the underlying message queue infrastructure being available and accessible.",
+ "examples": [
+ "Create a durable FIFO queue named 'orderProcessing' with a max size of 2048 MB for production environment.",
+ "Set up a standard queue called 'emailNotifications' with default settings for staging.",
+ "Create a non-durable queue with specific access policies for testing purposes."
+ ]
+ },
+ "tags": [
+ "web-development",
+ "queue",
+ "infrastructure",
+ "message-queue",
+ "async-processing",
+ "configuration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"queueName\":\"orderProcessing\",\"queueType\":\"fifo\",\"durable\":true,\"maxSizeMb\":2048,\"environment\":\"production\"}",
+ "description": "Create a durable FIFO queue 'orderProcessing' with 2048 MB max size for production."
+ },
+ {
+ "inputJson": "{\"queueName\":\"emailNotifications\"}",
+ "description": "Create a standard, durable queue 'emailNotifications' with default max size for production."
+ },
+ {
+ "inputJson": "{\"queueName\":\"testQueue\",\"durable\":false,\"accessPolicies\":{\"roles\":[\"tester\"],\"permissions\":[\"send\",\"receive\"]}}",
+ "description": "Create a non-durable queue 'testQueue' with custom access policies for testing."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Queue",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createDatabase",
+ "description": "Creates a new database instance with specified type, name, and configuration settings. Accepts parameters defining the database type (e.g., MySQL, PostgreSQL), credentials, storage size, and optional initialization scripts. Returns connection details and status of creation.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "databaseType",
+ "type": "string",
+ "description": "Type of the database to create (e.g., 'mysql', 'postgresql').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "databaseName",
+ "type": "string",
+ "description": "Name of the new database to create.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "userName",
+ "type": "string",
+ "description": "Username for database access.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "userPassword",
+ "type": "string",
+ "description": "Password for the database user.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "storageSizeMB",
+ "type": "number",
+ "description": "Allocated storage size in megabytes for the database.",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "initializeScripts",
+ "type": "array",
+ "description": "Array of SQL commands or file references to run immediately after database creation for initialization.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "host",
+ "type": "string",
+ "description": "Host address to deploy the database to; default is local server.",
+ "required": false,
+ "defaultValue": "localhost"
+ },
+ {
+ "name": "port",
+ "type": "number",
+ "description": "Port number for the database service (default depends on databaseType).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing confirmation of creation, connection string details, and any initialization errors."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a new database is required to support a web application or service, specifying type and configuration parameters. It automates provisioning and initialization, providing connection info for subsequent use.",
+ "limitations": "Does not handle scaling or database backups. Does not support cloud-provider specific advanced configurations or managed services with proprietary APIs.",
+ "examples": [
+ "Create a MySQL database named 'appdb' with default storage on localhost.",
+ "Create a PostgreSQL database with custom initialization SQL scripts for schema setup.",
+ "Create a database with specified user credentials and return the connection URI."
+ ]
+ },
+ "tags": [
+ "database",
+ "creation",
+ "web-development",
+ "configuration",
+ "mysql",
+ "postgresql"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"databaseType\":\"mysql\",\"databaseName\":\"appdb\",\"userName\":\"admin\",\"userPassword\":\"securePass123\"}",
+ "description": "Create a MySQL database named 'appdb' with default storage and credentials."
+ },
+ {
+ "inputJson": "{\"databaseType\":\"postgresql\",\"databaseName\":\"testdb\",\"userName\":\"testuser\",\"userPassword\":\"pass456\",\"storageSizeMB\":500,\"initializeScripts\":[\"CREATE TABLE users(id SERIAL PRIMARY KEY, name VARCHAR(100));\"]}",
+ "description": "Create a PostgreSQL database with a custom initialization script for creating a users table."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Database",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createService",
+ "description": "Creates and configures a backend service instance based on specified parameters such as service name, programming language, framework, and deployment environment. Accepts service configuration inputs, sets up the base infrastructure code, and outputs service metadata including endpoints and deployment status.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "serviceName",
+ "type": "string",
+ "description": "The desired name for the new service to identify it uniquely.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "The programming language to use for the service (e.g., Node.js, Python, Go).",
+ "required": true,
+ "defaultValue": "Node.js"
+ },
+ {
+ "name": "framework",
+ "type": "string",
+ "description": "Web framework or backend framework to use (e.g., Express, Flask, Gin).",
+ "required": false,
+ "defaultValue": "Express"
+ },
+ {
+ "name": "environment",
+ "type": "string",
+ "description": "Deployment environment for the service (e.g., development, staging, production).",
+ "required": false,
+ "defaultValue": "development"
+ },
+ {
+ "name": "databaseConfig",
+ "type": "object",
+ "description": "Configuration object for database connection (type, host, credentials) or empty if no DB needed.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "enableAuthentication",
+ "type": "boolean",
+ "description": "Flag to add authentication middleware to the service.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "port",
+ "type": "number",
+ "description": "The port number on which the service should listen.",
+ "required": false,
+ "defaultValue": "3000"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing serviceId, serviceUrl, deploymentStatus, and configuration summary."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a user needs to scaffold and initialize a backend service setup quickly for a web application, including setting programming language, framework, and deployment environment. It helps automate base service code creation for web projects.",
+ "limitations": "Does not handle detailed custom business logic insertion or continuous integration setup; focuses on initial service scaffolding only.",
+ "examples": [
+ "Create a new Node.js Express service called 'user-service' with authentication enabled.",
+ "Set up a Python Flask service for staging environment without database connection.",
+ "Generate a Go Gin service named 'payment' listening on port 8080 with MySQL database config."
+ ]
+ },
+ "tags": [
+ "web",
+ "backend",
+ "service",
+ "scaffold",
+ "deployment",
+ "infrastructure",
+ "api"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"serviceName\":\"user-service\",\"programmingLanguage\":\"Node.js\",\"framework\":\"Express\",\"environment\":\"production\",\"databaseConfig\":{\"type\":\"MongoDB\",\"host\":\"mongo.example.com\",\"username\":\"admin\",\"password\":\"secret\"},\"enableAuthentication\":true,\"port\":4000}",
+ "description": "Create a production Node.js Express service named 'user-service' with MongoDB and authentication on port 4000."
+ },
+ {
+ "inputJson": "{\"serviceName\":\"analytics\",\"programmingLanguage\":\"Python\",\"framework\":\"Flask\",\"environment\":\"development\",\"enableAuthentication\":false,\"port\":5000}",
+ "description": "Create a development Python Flask service named 'analytics' without database or authentication on port 5000."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Service",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createInstance",
+ "description": "Creates a new web server instance based on specified configuration parameters such as server type, region, size, and optional startup script. Processes these inputs to provision and initialize the server instance, returning detailed metadata including instance ID, IP address, status, and creation timestamp.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "serverType",
+ "type": "string",
+ "description": "Type of the server instance to create, e.g., 'nodejs', 'php', 'static'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "region",
+ "type": "string",
+ "description": "Geographical region where the server instance will be deployed, like 'us-east-1' or 'eu-west-2'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "instanceSize",
+ "type": "string",
+ "description": "Size or tier of the instance indicating resource allocation, such as 'small', 'medium', or 'large'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startupScript",
+ "type": "string",
+ "description": "Optional script to run on instance startup for environment setup or deployment tasks.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "enableAutoScaling",
+ "type": "boolean",
+ "description": "Flag to enable automatic scaling of the instance based on load.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "tags",
+ "type": "object",
+ "description": "Key-value pairs to tag and organize the instance for management and billing.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing instance metadata such as instanceId, ipAddress, status, region, size, creationTimestamp, and optional message information."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create and configure web server instances for deploying websites or web applications. It is suited for scenarios involving automated infrastructure provisioning where parameters like server type, region, and size must be specified to prepare a fresh environment ready for deployment.",
+ "limitations": "This tool does not manage ongoing instance health, scaling policies beyond a simple flag, or complex orchestration workflows. It does not handle deployment of application code beyond executing an optional startup script.",
+ "examples": [
+ "Create a new Node.js server instance in the US East region with medium size.",
+ "Set up a small static website server in Europe with auto-scaling disabled.",
+ "Provision a PHP server in Asia with a custom startup script for installing dependencies."
+ ]
+ },
+ "tags": [
+ "web",
+ "server",
+ "infrastructure",
+ "automation",
+ "provisioning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"serverType\":\"nodejs\",\"region\":\"us-east-1\",\"instanceSize\":\"medium\",\"startupScript\":\"npm install && npm start\",\"enableAutoScaling\":true,\"tags\":{\"env\":\"production\",\"project\":\"website\"}}",
+ "description": "Create a medium Node.js server instance in US East with auto-scaling enabled and a startup script to install dependencies."
+ },
+ {
+ "inputJson": "{\"serverType\":\"static\",\"region\":\"eu-west-2\",\"instanceSize\":\"small\",\"enableAutoScaling\":false}",
+ "description": "Provision a small static server instance in Europe without auto-scaling."
+ },
+ {
+ "inputJson": "{\"serverType\":\"php\",\"region\":\"ap-southeast-1\",\"instanceSize\":\"large\",\"startupScript\":\"composer install\",\"tags\":{\"env\":\"dev\"}}",
+ "description": "Create a large PHP server instance in Asia with a startup script to install PHP dependencies."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Instance",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createContainer",
+ "description": "Creates a containerized web application environment using specified container technology and configuration. Accepts parameters including container type (e.g., Docker), base image, port mappings, environment variables, and resource limits. Processes these inputs to generate a running container instance with the given settings. Outputs container ID, status, and access details.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "containerType",
+ "type": "string",
+ "description": "Type of container technology to use, e.g., 'docker' or 'podman'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "baseImage",
+ "type": "string",
+ "description": "Base container image to use, such as 'node:14-alpine'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "portMappings",
+ "type": "array",
+ "description": "Array of port mapping objects {containerPort:number, hostPort:number} to expose container services.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "environmentVariables",
+ "type": "object",
+ "description": "Key-value pairs of environment variables to set inside the container.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "resourceLimits",
+ "type": "object",
+ "description": "Resource limits like CPU and memory, e.g., {cpu:'1.0', memory:'512m'}.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "containerName",
+ "type": "string",
+ "description": "Optional name to assign to the container instance.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Details of the created container including container ID, status (e.g., 'running'), and any access information like exposed ports."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to programmatically create, configure, and launch containerized web app environments as part of web development automation or deployment workflows. It helps automate container setup with custom settings based on user parameters.",
+ "limitations": "Does not handle container orchestration (like managing multiple containers or clusters), nor does it perform image building beyond using specified base images. Requires the container runtime to be installed and accessible on the host environment.",
+ "examples": [
+ "Create a Docker container of a Node.js app exposing port 3000",
+ "Generate a container with environment variables and fixed CPU/memory limits",
+ "Launch a container and assign it a custom container name"
+ ]
+ },
+ "tags": [
+ "container",
+ "web-development",
+ "deployment",
+ "automation",
+ "docker",
+ "podman"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"containerType\":\"docker\",\"baseImage\":\"node:14-alpine\",\"portMappings\":[{\"containerPort\":3000,\"hostPort\":3000}],\"environmentVariables\":{\"NODE_ENV\":\"production\"},\"resourceLimits\":{\"cpu\":\"0.5\",\"memory\":\"256m\"},\"containerName\":\"my-node-app\"}",
+ "description": "Create a Docker container using node:14-alpine image, expose port 3000, set NODE_ENV to production, limit CPU and memory, and name container 'my-node-app'."
+ },
+ {
+ "inputJson": "{\"containerType\":\"podman\",\"baseImage\":\"nginx:latest\",\"portMappings\":[{\"containerPort\":80,\"hostPort\":8080}],\"environmentVariables\":{},\"resourceLimits\":{},\"containerName\":\"web-server\"}",
+ "description": "Create a Podman container with the latest nginx image, map port 80 inside container to port 8080 on host, no env vars or resource limits, name it 'web-server'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Container",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createChannel",
+ "description": "Creates a new communication channel for a website or web application, allowing users or services to exchange messages or data. Accepts parameters such as channel name, type (e.g., chat, notification, support), visibility (public or private), and optional metadata. Returns the details of the created channel including a unique identifier, creation timestamp, and configuration info.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "channelName",
+ "type": "string",
+ "description": "The name of the channel to be created. Required to uniquely identify the channel.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "channelType",
+ "type": "string",
+ "description": "Specifies the type of the channel, such as 'chat', 'notification', or 'support'. Determines how the channel behaves.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "visibility",
+ "type": "string",
+ "description": "Defines if the channel is 'public' or 'private'. Public channels are accessible to all users, private to restricted audiences.",
+ "required": false,
+ "defaultValue": "public"
+ },
+ {
+ "name": "allowedUsers",
+ "type": "array",
+ "description": "List of user IDs allowed to access the channel, relevant if visibility is 'private'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Additional optional metadata or settings for the channel, such as description, icon URL, or rules.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the created channel's unique ID, name, type, visibility, creation timestamp, allowed users, and any metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when building or managing web apps that require creation of communication channels for messaging, notifications, or support. It helps programmatically provision channels with control over access and type to meet varying communication needs.",
+ "limitations": "This tool does not manage message sending, retrieval, or real-time updates within the channel. It strictly creates and configures the communication channel entity itself.",
+ "examples": [
+ "Create a public chat channel named 'general' for all users.",
+ "Create a private support channel named 'premiumSupport' visible only to certain user IDs.",
+ "Create a notification channel named 'systemAlerts' with metadata describing its purpose."
+ ]
+ },
+ "tags": [
+ "web-development",
+ "channel",
+ "communication",
+ "create",
+ "messaging",
+ "notifications"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelName\":\"general\",\"channelType\":\"chat\",\"visibility\":\"public\"}",
+ "description": "Create a public chat channel named 'general'."
+ },
+ {
+ "inputJson": "{\"channelName\":\"vipSupport\",\"channelType\":\"support\",\"visibility\":\"private\",\"allowedUsers\":[\"user123\",\"user456\"]}",
+ "description": "Create a private support channel accessible only to specific users."
+ },
+ {
+ "inputJson": "{\"channelName\":\"alerts\",\"channelType\":\"notification\",\"metadata\":{\"description\":\"System-wide alerts\"}}",
+ "description": "Create a notification channel with metadata describing its purpose."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Channel",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createServer",
+ "description": "Creates a simple HTTP or HTTPS web server based on provided configuration parameters such as port, hostname, protocol, and routes. Accepts HTTP route definitions with handlers and outputs a running server instance with status and access details.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "hostname",
+ "type": "string",
+ "description": "Hostname or IP address where the server will listen (e.g., 'localhost' or '0.0.0.0')",
+ "required": false,
+ "defaultValue": "localhost"
+ },
+ {
+ "name": "port",
+ "type": "number",
+ "description": "Port number for the server to listen on (e.g., 80, 443, 3000)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "protocol",
+ "type": "string",
+ "description": "Protocol to use: 'http' or 'https'",
+ "required": false,
+ "defaultValue": "http"
+ },
+ {
+ "name": "sslKeyPath",
+ "type": "string",
+ "description": "File path to SSL private key (required for https)",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sslCertPath",
+ "type": "string",
+ "description": "File path to SSL certificate (required for https)",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "routes",
+ "type": "array",
+ "description": "Array of route objects defining URL paths, HTTP methods, and response handlers",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "enableCors",
+ "type": "boolean",
+ "description": "Whether to enable CORS headers for all routes",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing server status info such as 'running' boolean, server url, configured routes and any errors encountered"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create a lightweight HTTP/HTTPS server with specified hostname, port, and route handlers for web development or testing purposes. It facilitates quick server setup within scripts or automation flows.",
+ "limitations": "This tool creates simple servers mainly for development or light production use; it does not support advanced middleware frameworks, database integration, or load balancing out-of-the-box.",
+ "examples": [
+ "Create an HTTP server on port 8080 serving two GET routes with basic JSON responses.",
+ "Create an HTTPS server on port 443 with provided SSL key and certificate files and enable CORS.",
+ "Set up a server listening on all interfaces (0.0.0.0), port 3000, with a POST route handling form submissions."
+ ]
+ },
+ "tags": [
+ "web",
+ "server",
+ "http",
+ "https",
+ "routes",
+ "development",
+ "api"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"hostname\":\"localhost\",\"port\":8080,\"protocol\":\"http\",\"routes\":[{\"path\":\"/hello\",\"method\":\"GET\",\"handler\":\"return { greeting: 'Hello, World!' };\"},{\"path\":\"/status\",\"method\":\"GET\",\"handler\":\"return { status: 'OK' };\"}],\"enableCors\":true}",
+ "description": "Create an HTTP server on localhost, port 8080 with two GET routes returning JSON and CORS enabled."
+ },
+ {
+ "inputJson": "{\"hostname\":\"0.0.0.0\",\"port\":443,\"protocol\":\"https\",\"sslKeyPath\":\"./ssl/key.pem\",\"sslCertPath\":\"./ssl/cert.pem\",\"routes\":[{\"path\":\"/\",\"method\":\"GET\",\"handler\":\"return { message: 'Secure Home' };\"}],\"enableCors\":false}",
+ "description": "Create an HTTPS server listening on all interfaces, port 443 with SSL and a single GET route."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Server",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createReply",
+ "description": "Generates a user-friendly, context-aware reply message for a web-based communication interface. It accepts the original message content, user role, and optional tone and language preferences, then processes them to produce a suitable reply text formatted for web display.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "originalMessage",
+ "type": "string",
+ "description": "The text of the original message to which a reply is being created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "userRole",
+ "type": "string",
+ "description": "Role of the user creating the reply (e.g., admin, moderator, guest, user) which influences the reply style.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Optional tone of the reply such as formal, friendly, or neutral to tailor language style.",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Optional language code (e.g., 'en', 'es') to create the reply in the specified language.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Optional maximum length of the reply in characters to enforce brevity.",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated reply text formatted for web display."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate an appropriate text reply to a user message within a web application, such as chat interfaces or support forums, considering user roles and tone preferences to improve communication effectiveness.",
+ "limitations": "This tool does not generate replies for highly technical or domain-specific content without external knowledge, nor does it manage multi-turn conversations or context beyond the single original message provided.",
+ "examples": [
+ "Create a friendly reply from a moderator to a user's question about account settings.",
+ "Generate a formal reply from an admin acknowledging a bug report.",
+ "Produce a concise neutral reply for a guest user commenting on a post."
+ ]
+ },
+ "tags": [
+ "web",
+ "communication",
+ "reply",
+ "message",
+ "response",
+ "user-interface",
+ "chat",
+ "support"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"originalMessage\":\"How do I change my password?\",\"userRole\":\"moderator\",\"tone\":\"friendly\",\"language\":\"en\",\"maxLength\":200}",
+ "description": "Generate a friendly reply from a moderator guiding a user on password change."
+ },
+ {
+ "inputJson": "{\"originalMessage\":\"There is a bug in the payment system.\",\"userRole\":\"admin\",\"tone\":\"formal\",\"language\":\"en\",\"maxLength\":300}",
+ "description": "Generate a formal reply from an admin acknowledging the bug report."
+ },
+ {
+ "inputJson": "{\"originalMessage\":\"Thanks for the info!\",\"userRole\":\"guest\",\"tone\":\"neutral\",\"language\":\"en\"}",
+ "description": "Generate a concise neutral reply from a guest user in response to information provided."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "web-development.createMention",
+ "description": "Creates an HTML mention element suitable for embedding in web content or apps. Accepts a username or user ID and optional display name and styling options. Produces a sanitized HTML string representing a clickable mention link or styled span with data attributes for frontend processing or API use.",
+ "category": "web-development",
+ "parameters": [
+ {
+ "name": "userId",
+ "type": "string",
+ "description": "Unique identifier of the user to mention, used as a data attribute (required).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "displayName",
+ "type": "string",
+ "description": "The visible name to show for the mention, defaults to userId if omitted.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "className",
+ "type": "string",
+ "description": "CSS class name(s) to apply to the mention element for styling (optional).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "hrefTemplate",
+ "type": "string",
+ "description": "Template URL for the mention link with '{userId}' placeholder, e.g., '/profile/{userId}'. If empty, no link is created, only a span.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sanitizeHtml",
+ "type": "boolean",
+ "description": "Whether to sanitize the output HTML to prevent XSS, enabled by default.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated HTML string that is a safe, clickable or styled mention element ready for embedding in web UIs."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to dynamically generate user mention elements in HTML for web pages or applications, ensuring consistent markup, optional linking, and safe output. Useful for chat systems, comments, notifications, or any place where user mentions appear as part of content.",
+ "limitations": "This tool only creates the HTML snippet. It does not resolve user IDs to names or verify user existence. It also does not manage frontend interaction beyond static markup.",
+ "examples": [
+ "Generate a mention for user with ID 'user123' shown as 'Alice' linking to '/users/user123'.",
+ "Create a mention for user 'bob' without a link, just a styled span with class 'mention'.",
+ "Produce a mention element sanitized to avoid script injection when given unsafe input."
+ ]
+ },
+ "tags": [
+ "web",
+ "mention",
+ "html",
+ "user",
+ "communication",
+ "UI",
+ "frontend"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"userId\":\"12345\",\"displayName\":\"Jane Doe\",\"className\":\"mention highlight\",\"hrefTemplate\":\"/users/{userId}\",\"sanitizeHtml\":true}",
+ "description": "Creates a clickable mention for user 12345 with display name 'Jane Doe', styled with 'mention highlight' classes linking to /users/12345."
+ },
+ {
+ "inputJson": "{\"userId\":\"bob\",\"displayName\":\"\",\"className\":\"mention\",\"hrefTemplate\":\"\",\"sanitizeHtml\":true}",
+ "description": "Creates a non-linked mention span with class 'mention' displaying 'bob' as the visible text."
+ },
+ {
+ "inputJson": "{\"userId\":\"evil
Sample text for embedding.
\",\"excludeTags\":[\"script\"],\"embeddingModel\":\"default\",\"language\":\"en\"}",
+ "description": "Create embedding excluding script tags to avoid non-textual content."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "HTML",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createYAML",
+ "description": "Generates vector embeddings from structured YAML input. Accepts a YAML-formatted string that describes text entries or documents, parses the input, extracts the textual content, and produces a corresponding array of vector embeddings for each text unit, suitable for semantic search or clustering.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "yamlContent",
+ "type": "string",
+ "description": "A string containing well-formed YAML data representing texts to embed. Required.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Identifier of the embedding model to use (e.g., 'text-embedding-xyz'). If omitted, a default model is used.",
+ "required": false,
+ "defaultValue": "default"
+ },
+ {
+ "name": "fieldPath",
+ "type": "string",
+ "description": "YAML path (dot notation) specifying where text is located within each entry, e.g. 'documents.text'. Defaults to top-level strings.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "ignoreMissingFields",
+ "type": "boolean",
+ "description": "If true, entries missing the text field are skipped instead of causing error.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "normalizeEmbeddings",
+ "type": "boolean",
+ "description": "Whether to normalize each resulting embedding vector to unit length.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "batchSize",
+ "type": "number",
+ "description": "Number of text items to process per batch when generating embeddings to optimize performance.",
+ "required": false,
+ "defaultValue": "64"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing an array of embedding vectors and metadata. Each embedding corresponds to one parsed text entry from the YAML input."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when structured text data is provided in YAML format and vector embeddings are needed for downstream NLP tasks such as semantic search, clustering, or similarity comparison. Ideal for YAML documents with nested or arrayed textual content requiring extraction and embedding.",
+ "limitations": "This tool does not perform YAML validation beyond parsing, nor does it generate embeddings for non-text data or complex non-string YAML nodes. It requires the text to be extractable via a specified field. It cannot embed images or binary data encoded in YAML.",
+ "examples": [
+ "Generate embeddings for a list of documents described in a YAML file where each document has a 'summary' field.",
+ "Create embeddings from a YAML configuration defining multiple paragraphs under keys.",
+ "Process YAML data with nested arrays of text entries for vectorization."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "YAML",
+ "NLP",
+ "vectorization",
+ "semantic-search"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"yamlContent\":\"documents:\\n - id: 1\\n text: 'The quick brown fox jumps over the lazy dog'\\n - id: 2\\n text: 'Artificial intelligence and machine learning are related fields'\",\"fieldPath\":\"documents.text\"}",
+ "description": "Embed text under 'text' fields in an array named 'documents' in YAML."
+ },
+ {
+ "inputJson": "{\"yamlContent\":\"- title: Intro\\n content: 'Welcome to the overview of embedding creation.'\\n- title: Details\\n content: 'Embedding models convert text to vectors.'\",\"fieldPath\":\"content\"}",
+ "description": "Embed top-level array items extracting 'content' field as text."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "YAML",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createImage",
+ "description": "Generates a fixed-length vector embedding from an input image to represent its visual features for similarity search, classification, or other machine learning tasks. Accepts image data via base64 string or image URL, processes it through a convolutional neural network model, and returns a numerical vector embedding.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "imageData",
+ "type": "string",
+ "description": "Base64 encoded image data. Provide either imageData or imageUrl.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "imageUrl",
+ "type": "string",
+ "description": "URL of the image to fetch and embed. Provide either imageUrl or imageData.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "modelName",
+ "type": "string",
+ "description": "Name of the pre-trained embedding model to use (e.g., 'resnet50', 'mobilenetv2').",
+ "required": false,
+ "defaultValue": "resnet50"
+ },
+ {
+ "name": "resizeWidth",
+ "type": "number",
+ "description": "Width in pixels to resize the image before embedding.",
+ "required": false,
+ "defaultValue": "224"
+ },
+ {
+ "name": "resizeHeight",
+ "type": "number",
+ "description": "Height in pixels to resize the image before embedding.",
+ "required": false,
+ "defaultValue": "224"
+ },
+ {
+ "name": "normalize",
+ "type": "boolean",
+ "description": "Whether to normalize the embedding vector to unit length.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the embedding vector as an array of floats and metadata about the embedding."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert images to vector embeddings for tasks like image similarity, clustering, or downstream ML applications. It can embed images supplied as URLs or base64 data using common pre-trained CNN models.",
+ "limitations": "Does not perform image recognition or classification directly; only generates embeddings. Quality depends on the chosen underlying model. Large images may require resizing to meet input constraints. Does not support batch processing of multiple images in one call.",
+ "examples": [
+ "Generate embedding for an image URL to find similar images.",
+ "Embed base64 image data for content-based image retrieval.",
+ "Create fixed-size vectors from product photos for recommendation engines."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "image",
+ "vector",
+ "machine-learning",
+ "computer-vision",
+ "feature-extraction"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"imageUrl\":\"https://example.com/image1.jpg\",\"modelName\":\"resnet50\",\"resizeWidth\":224,\"resizeHeight\":224,\"normalize\":true}",
+ "description": "Embedding generation from an image URL using ResNet50 model resized to 224x224 pixels."
+ },
+ {
+ "inputJson": "{\"imageData\":\"iVBORw0KGgoAAAANSUhEUgAAA...\",\"modelName\":\"mobilenetv2\",\"normalize\":false}",
+ "description": "Embedding generation from base64 image data using MobileNetV2 without normalization."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Image",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createXML",
+ "description": "Generates an XML document embedding representation by processing input text or structured data and producing a vector embedding encoded within an XML structure. Accepts raw text or key-value object inputs, creates embeddings, and outputs XML embedding entries for downstream consumption.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "inputData",
+ "type": "string",
+ "description": "Raw text or JSON string representing structured data to embed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Identifier for the embedding model to use (e.g., 'text-embedding-ada-002').",
+ "required": false,
+ "defaultValue": "text-embedding-ada-002"
+ },
+ {
+ "name": "includeMetadata",
+ "type": "boolean",
+ "description": "Whether to include additional metadata such as timestamps and model info in the XML output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxTokens",
+ "type": "number",
+ "description": "Maximum number of tokens to consider for generating the embedding.",
+ "required": false,
+ "defaultValue": "512"
+ },
+ {
+ "name": "namespace",
+ "type": "string",
+ "description": "XML namespace to use for embedding elements in the output document.",
+ "required": false,
+ "defaultValue": "http://example.com/embedding"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single property 'xmlEmbedding' which is a string with the generated XML embedding document."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to convert plain text or structured key-value inputs into vector embeddings embedded in a standardized XML format for integration with systems requiring XML data exchange or further XML transformations. Useful for semantic search indexing or interoperability with legacy XML-based pipelines.",
+ "limitations": "Does not perform semantic reasoning on the content beyond generating embeddings. The XML schema is basic and may require adaptation for specialized XML schemas. Cannot embed binary or highly nested complex data structures directly without preprocessing.",
+ "examples": [
+ "Generate an XML embedding for a product description text.",
+ "Convert JSON key-value pairs into an XML embedding format for downstream search.",
+ "Produce embeddings from a short paragraph with metadata included in XML format."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "XML",
+ "vectorization",
+ "text-processing",
+ "data-serialization",
+ "semantic-search"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputData\":\"The quick brown fox jumps over the lazy dog.\",\"embeddingModel\":\"text-embedding-ada-002\",\"includeMetadata\":true,\"maxTokens\":128,\"namespace\":\"http://example.com/embedding\"}",
+ "description": "Embed simple English sentence with metadata in default namespace."
+ },
+ {
+ "inputJson": "{\"inputData\":\"{\\\"title\\\":\\\"AI Tool\\\",\\\"description\\\":\\\"An embedding generator\\\"}\",\"embeddingModel\":\"text-embedding-ada-002\",\"includeMetadata\":false,\"maxTokens\":256,\"namespace\":\"http://custom.org/embedding\"}",
+ "description": "Embed JSON string input without metadata using custom XML namespace."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "XML",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createMarkdown",
+ "description": "Generates vector embeddings from Markdown content by extracting meaningful textual elements and transforming them into numerical vectors suitable for semantic search, clustering, or machine learning applications. Accepts raw Markdown text input and outputs embedding vectors along with metadata about the processed content.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "markdownContent",
+ "type": "string",
+ "description": "The raw Markdown-formatted text to be embedded.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Identifier of the embedding model to use for vector generation, e.g., 'text-embedding-ada-002'.",
+ "required": false,
+ "defaultValue": "text-embedding-ada-002"
+ },
+ {
+ "name": "splitSections",
+ "type": "boolean",
+ "description": "Whether to split the Markdown into sections (e.g., headings) and generate embeddings per section instead of whole document.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "sectionDepth",
+ "type": "number",
+ "description": "If splitting, the maximum heading depth (e.g., 2 for h1 and h2) used to identify sections.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "removeCodeBlocks",
+ "type": "boolean",
+ "description": "Whether to exclude code blocks from the text before creating embeddings.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the embeddings as arrays of floats linked to either the whole document or individual Markdown sections, including metadata such as section titles and original text snippets."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create vector embeddings from Markdown documents or content to enable semantic search, similarity comparison, or downstream NLP tasks on markdown-based knowledge bases or documentation repositories. It simplifies extracting meaningful textual data from Markdown formatting and supports section-level vector generation for finer-grained embeddings.",
+ "limitations": "This tool does not perform OCR, speech-to-text transcription, or generate embeddings from non-textual elements like images embedded in Markdown. Extremely large Markdown documents may require pre-chunking outside this tool. The quality of embeddings depends on the selected model and preprocessing parameters.",
+ "examples": [
+ "Generate embeddings from a README.md file to enable semantic search in a developer documentation website.",
+ "Create embeddings for sections in a Markdown user guide to support topic-specific recommendations.",
+ "Produce vector representations from Markdown notes, excluding code blocks, for clustering similar note topics."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "markdown",
+ "vectorization",
+ "semantic-search",
+ "nlp",
+ "documentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"markdownContent\":\"# Introduction\\nThis project uses AI to generate embeddings.\\n## Details\\nMore information about the embedding process.\\n```python\\ndef example():\\n pass\\n```\",\"embeddingModel\":\"text-embedding-ada-002\",\"splitSections\":true,\"sectionDepth\":2,\"removeCodeBlocks\":true}",
+ "description": "Creating embeddings per section from a Markdown document, excluding code blocks."
+ },
+ {
+ "inputJson": "{\"markdownContent\":\"# Project Overview\\nWe use advanced embedding techniques.\",\"splitSections\":false,\"removeCodeBlocks\":false}",
+ "description": "Generate a single embedding vector for entire Markdown content including code blocks."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Markdown",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createTable",
+ "description": "Generates a vector embedding representation for tabular data, accepting input as a structured table in JSON or CSV format. Processes the data by encoding each row or selected columns into fixed-size embedding vectors, outputting an array of embeddings suitable for similarity search, clustering, or machine learning tasks.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "tableData",
+ "type": "string",
+ "description": "The tabular data input as a JSON string (array of objects) or CSV string to be embedded.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Format of the input table data: 'json' or 'csv'.",
+ "required": true,
+ "defaultValue": "json"
+ },
+ {
+ "name": "columns",
+ "type": "array",
+ "description": "An optional list of column names to include in the embedding creation; if empty or omitted, all columns are used.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Identifier of the embedding model to use for vector generation (e.g., 'default-text-embedding-v1').",
+ "required": false,
+ "defaultValue": "default-text-embedding-v1"
+ },
+ {
+ "name": "normalize",
+ "type": "boolean",
+ "description": "Whether to normalize the resulting embeddings to unit length vectors.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the embeddings array and metadata: embeddings is an array of float arrays (one per row), metadata includes number of rows processed and column info."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert tabular data into vector embeddings for downstream tasks like data similarity search, clustering, or as input features for ML models. Especially useful when the table contains textual or mixed-type columns requiring semantic understanding.",
+ "limitations": "Does not perform feature engineering beyond embedding specified columns; unable to embed nested or hierarchical table data directly; performance depends on embedding model capability.",
+ "examples": [
+ "Create embeddings for a JSON table of customer records focusing on 'name' and 'email' columns.",
+ "Generate vector embeddings from CSV sales data using default settings.",
+ "Embed tabular survey data selecting text response columns only."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "table",
+ "vectorization",
+ "data-processing",
+ "machine-learning",
+ "NLP"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"tableData\":\"[{\\\"name\\\": \\\"Alice\\\", \\\"email\\\": \\\"alice@example.com\\\", \\\"age\\\": 30}, {\\\"name\\\": \\\"Bob\\\", \\\"email\\\": \\\"bob@example.com\\\", \\\"age\\\": 25}]\",\"format\":\"json\",\"columns\":[\"name\",\"email\"],\"embeddingModel\":\"default-text-embedding-v1\",\"normalize\":true}",
+ "description": "Embed JSON table data using only 'name' and 'email' columns with normalization."
+ },
+ {
+ "inputJson": "{\"tableData\":\"name,email,age\\nAlice,alice@example.com,30\\nBob,bob@example.com,25\",\"format\":\"csv\",\"columns\":[],\"embeddingModel\":\"default-text-embedding-v1\",\"normalize\":false}",
+ "description": "Embed CSV format table data using all columns, no normalization."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Table",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createJSON",
+ "description": "Generates JSON-formatted vector embeddings for input text or array of texts using specified embedding model and options. Accepts plain text or list of texts, validates inputs, generates embeddings, and returns an object mapping each input to its vector embedding in JSON format.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "texts",
+ "type": "array",
+ "description": "An array of one or more text strings to generate embeddings for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "The name or identifier of the embedding model to use (e.g., 'text-embedding-ada-002').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "batchSize",
+ "type": "number",
+ "description": "Number of texts to process in one batch for efficiency; default is 16.",
+ "required": false,
+ "defaultValue": "16"
+ },
+ {
+ "name": "normalizeVectors",
+ "type": "boolean",
+ "description": "Whether to L2 normalize the resulting embeddings; improves vector similarity calculations if true.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "includeMetadata",
+ "type": "boolean",
+ "description": "Whether to include original text alongside its embedding in the JSON output.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object mapping each input text to its generated vector embedding array, optionally including original text if includeMetadata is true."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to convert one or multiple input text strings into standardized JSON embedding objects for downstream tasks like semantic search, clustering, or ML input. It is useful when an agent needs structured embedding data that includes both vector arrays and optionally the source texts, supporting batch processing for efficiency.",
+ "limitations": "This tool does not perform embedding model training or vector database indexing. It assumes input texts are sufficiently clean and non-empty, and does not handle non-text data. Model-specific token limits or API constraints must be managed externally.",
+ "examples": [
+ "Generate JSON embeddings for a list of customer feedback messages using 'text-embedding-ada-002' model for clustering analysis.",
+ "Create normalized vector embeddings in JSON for multiple product descriptions for semantic search indexing.",
+ "Produce JSON output embedding for a single sentence without metadata inclusion for lightweight API response."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "vectorization",
+ "json",
+ "nlp",
+ "batch-processing",
+ "text",
+ "vector-embedding",
+ "semantic-search"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"texts\":[\"The quick brown fox jumps over the lazy dog.\"],\"embeddingModel\":\"text-embedding-ada-002\",\"batchSize\":1,\"normalizeVectors\":false,\"includeMetadata\":true}",
+ "description": "Generate JSON embeddings for a single sentence including metadata."
+ },
+ {
+ "inputJson": "{\"texts\":[\"Customer review one.\",\"Customer review two.\",\"Customer review three.\"],\"embeddingModel\":\"text-embedding-ada-002\",\"batchSize\":3,\"normalizeVectors\":true,\"includeMetadata\":true}",
+ "description": "Generate normalized embeddings for multiple customer reviews with metadata."
+ },
+ {
+ "inputJson": "{\"texts\":[\"Short phrase\"],\"embeddingModel\":\"text-embedding-ada-002\",\"batchSize\":1,\"normalizeVectors\":false,\"includeMetadata\":false}",
+ "description": "Generate embedding for one short phrase without including input text in output."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "JSON",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createCSV",
+ "description": "This tool accepts an array of text entries and generates a CSV file where each row contains the original text and its corresponding vector embedding generated by a specified embedding model. It processes the texts to produce vector embeddings and outputs a CSV formatted string that can be saved or utilized for downstream tasks.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "texts",
+ "type": "array",
+ "description": "An array of strings representing the texts to embed. Required and must contain at least one text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "modelName",
+ "type": "string",
+ "description": "The name of the embedding model to use for generating vectors (e.g., 'openai-text-embedding-3-small').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeHeaders",
+ "type": "boolean",
+ "description": "Indicates whether to include CSV headers (text and embedding vector columns) in the output CSV.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "delimiter",
+ "type": "string",
+ "description": "Delimiter character to separate CSV columns, default is comma (,).",
+ "required": false,
+ "defaultValue": ","
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated CSV string with each row having the original text and its associated embedding vector serialized as JSON array."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create a CSV file combining textual data with their vector embeddings for tasks such as semantic search, clustering, or offline analysis. Particularly useful to prepare data for ML pipelines or data export where embeddings must be paired with original texts in a CSV format.",
+ "limitations": "Cannot generate embeddings for non-text inputs such as images or audio. Embedding quality depends on the specified model. The output CSV may be large for big input arrays and vectors.",
+ "examples": [
+ "Create embeddings for a list of customer reviews and output as CSV for further processing.",
+ "Generate a CSV of product descriptions with embeddings for semantic similarity analysis.",
+ "Produce a CSV file containing input texts and their embeddings to upload in a data visualization tool."
+ ]
+ },
+ "tags": [
+ "embedding-generation",
+ "csv",
+ "vector-embedding",
+ "text-processing",
+ "vectorization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"texts\":[\"The quick brown fox jumps over the lazy dog.\", \"AI is transforming many industries.\"],\"modelName\":\"openai-text-embedding-3-small\",\"includeHeaders\":true,\"delimiter\":\",\"}",
+ "description": "Generate a CSV embedding file for two sample texts including headers and using comma delimiter."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "CSV",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createWorkflow",
+ "description": "Creates a customizable workflow configuration for generating vector embeddings from text or code data. Accepts input specifying the data type, embedding model parameters, preprocessing steps, and output format. Produces a structured workflow object encoding these instructions for embedding generation pipelines.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "dataType",
+ "type": "string",
+ "description": "Type of input data for embedding generation (e.g., 'text', 'code').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Identifier or name of the embedding model to use (e.g., 'sentence-transformers/all-MiniLM-L6-v2').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "preprocessingSteps",
+ "type": "array",
+ "description": "An ordered list of preprocessing operations to apply before embedding (e.g., ['tokenization', 'lowercasing']).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "batchSize",
+ "type": "number",
+ "description": "Number of data items to process simultaneously in each embedding batch.",
+ "required": false,
+ "defaultValue": "32"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired format of the output embeddings (e.g., 'json', 'numpy').",
+ "required": false,
+ "defaultValue": "json"
+ },
+ {
+ "name": "normalizeEmbeddings",
+ "type": "boolean",
+ "description": "Whether to normalize embeddings to unit length after generation.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A workflow configuration object detailing the input specifications, embedding model, preprocessing steps, batch settings, and output preferences for embedding generation pipelines."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically define embedding generation workflows that incorporate specific data types, preprocessing sequences, and model choices. It supports configuring embedding pipelines for different domains such as natural language or source code, enabling flexible and reusable workflows for downstream tasks like indexing or semantic search.",
+ "limitations": "This tool only creates the workflow configuration; it does not perform the actual embedding generation or model inference.",
+ "examples": [
+ "Create an embedding workflow for text documents using a transformer model with standard preprocessing.",
+ "Generate a workflow configuration for embedding source code snippets including tokenization and normalization.",
+ "Set up a workflow to batch process text inputs and output embeddings in numpy format."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "workflow",
+ "configuration",
+ "text",
+ "code",
+ "machine-learning",
+ "nlp"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataType\":\"text\",\"embeddingModel\":\"sentence-transformers/all-MiniLM-L6-v2\",\"preprocessingSteps\":[\"tokenization\",\"lowercasing\"],\"batchSize\":64,\"outputFormat\":\"json\",\"normalizeEmbeddings\":true}",
+ "description": "Workflow for creating normalized embeddings from text using a popular transformer model with tokenization and lowercasing preprocessing."
+ },
+ {
+ "inputJson": "{\"dataType\":\"code\",\"embeddingModel\":\"code-search-net\",\"preprocessingSteps\":[\"tokenization\"],\"batchSize\":16,\"outputFormat\":\"numpy\",\"normalizeEmbeddings\":false}",
+ "description": "Workflow configuration to embed code snippets using a code-search specific model, including tokenization without normalization, outputting embeddings as numpy arrays."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Workflow",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createDataset",
+ "description": "This tool creates a dataset suitable for training embedding models by processing input text data. It accepts an array of text items or documents, optionally with associated metadata, cleans and normalizes the text, and outputs a structured dataset with unique IDs, cleaned text, and metadata fields to facilitate embedding generation.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "texts",
+ "type": "array",
+ "description": "An array of strings representing the text items or documents to include in the dataset.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metadata",
+ "type": "array",
+ "description": "Optional array of metadata objects corresponding to each text item; length must match texts array if provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "cleanText",
+ "type": "boolean",
+ "description": "Flag indicating whether to perform text cleaning and normalization (e.g., lowercasing, removing special chars).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "removeDuplicates",
+ "type": "boolean",
+ "description": "Whether to remove duplicate text entries from the dataset.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "minTextLength",
+ "type": "number",
+ "description": "Minimum length of text items in characters; entries shorter than this are excluded.",
+ "required": false,
+ "defaultValue": "10"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a dataset object containing a list of entries each with unique id, cleaned text, and optional metadata, ready for embedding model consumption."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to prepare raw text data into a clean, structured dataset tailored for embedding generation tasks such as semantic search, clustering, or downstream NLP. It helps ensure data quality by cleaning, filtering, and structuring inputs with metadata support.",
+ "limitations": "This tool does not generate embeddings itself; it only prepares text data. It requires text inputs; other data types are unsupported. Complex NLP normalization or language detection is not performed.",
+ "examples": [
+ "Create a cleaned dataset from customer reviews for embedding model training.",
+ "Generate an embedding dataset from a list of product descriptions with associated category metadata.",
+ "Remove duplicates and filter out short texts from raw text logs before creating embedding dataset."
+ ]
+ },
+ "tags": [
+ "embedding-generation",
+ "dataset-preparation",
+ "text-processing",
+ "data-cleaning",
+ "nlp"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"texts\":[\"Hello World!\",\"The quick brown fox.\",\"Hello World!\"],\"metadata\":[{\"source\":\"tweet1\"},{\"source\":\"article1\"},{\"source\":\"tweet1\"}],\"cleanText\":true,\"removeDuplicates\":true,\"minTextLength\":5}",
+ "description": "Create a cleaned dataset from short texts with metadata, removing duplicates and enforcing minimum text length."
+ },
+ {
+ "inputJson": "{\"texts\":[\"Sample document one.\",\"Another example text.\"],\"cleanText\":false,\"removeDuplicates\":false,\"minTextLength\":0}",
+ "description": "Create a dataset without cleaning or removing duplicates to preserve raw data for embedding."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Dataset",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createPullRequest",
+ "description": "Generates vector embeddings for the description and code changes of a GitHub pull request to aid in semantic search, code review assistance, and automation workflows. Accepts pull request metadata and diff text as input, processes them into combined embeddings capturing semantic content, and outputs structured embedding vectors.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "repositoryName",
+ "type": "string",
+ "description": "The full name of the repository (e.g., 'org/repo') where the pull request exists.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "pullRequestTitle",
+ "type": "string",
+ "description": "The title of the pull request to embed for semantic understanding.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "pullRequestDescription",
+ "type": "string",
+ "description": "The detailed description or body of the pull request, providing context and intent of the changes.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "diffText",
+ "type": "string",
+ "description": "The unified diff text of code changes included in the pull request to generate embeddings from.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Identifier for the embedding model to use (e.g., 'code-similarity-v1') to generate vectors.",
+ "required": false,
+ "defaultValue": "code-similarity-v1"
+ },
+ {
+ "name": "maxTokens",
+ "type": "number",
+ "description": "Maximum number of tokens to process from text inputs to limit embedding size.",
+ "required": false,
+ "defaultValue": "2048"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing embedding vectors (arrays of floating-point numbers) for the pull request title, description, and code diff, along with metadata like model used and dimensionality."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have details of a pull request (including title, description, and code changes) and want to generate semantic vector embeddings to enable intelligent code review assistance, search over pull requests, clustering similar PRs, or feeding into ML models for downstream tasks. It is best suited for automating codebase maintenance and developer productivity enhancements.",
+ "limitations": "This tool does not create or modify actual pull requests on Git hosting platforms; it purely generates embeddings from provided PR data. It requires the caller to provide diff text and will not fetch repository data by itself. Embedding quality depends on the chosen model and input token limits.",
+ "examples": [
+ "Create embeddings for a new feature pull request containing a long description and code diff.",
+ "Generate semantic vectors from a bugfix PR's title and changes to enable PR similarity search.",
+ "Embed multiple pull requests' metadata and diffs for clustering related changes during release planning."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "code-review",
+ "pull-request",
+ "semantic-search",
+ "github",
+ "vectorization",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"repositoryName\":\"example-org/example-repo\",\"pullRequestTitle\":\"Add new payment gateway integration\",\"pullRequestDescription\":\"This PR introduces support for the new AcmePay gateway, including API client and tests.\",\"diffText\":\"diff --git a/src/payment.js b/src/payment.js\\nindex e69de29..4b825dc 100644\\n--- a/src/payment.js\\n+++ b/src/payment.js\\n@@ -0,0 +1,10 @@\\n+function acmePay() {\\n+ // AcmePay API client implementation\\n+}\\n\",\"embeddingModel\":\"code-similarity-v1\",\"maxTokens\":2048}",
+ "description": "Embedding generation for a feature pull request with title, description, and code diff input."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "PullRequest",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createPipeline",
+ "description": "Creates a customizable embedding generation pipeline by combining preprocessing, encoder model selection, and postprocessing steps. Accepts configuration for input text handling, choice of embedding model, and output formatting, and returns a reusable pipeline object for embedding text inputs.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "preprocessingSteps",
+ "type": "array",
+ "description": "Ordered list of preprocessing operations to apply to input text before embedding (e.g., tokenization, normalization).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Identifier or name of the embedding model to use (e.g., 'bert-base-uncased', 'sentence-transformers/all-MiniLM-L6-v2').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "postprocessingSteps",
+ "type": "array",
+ "description": "Ordered list of operations to apply on generated embeddings (e.g., normalization, dimensionality reduction).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "batchSize",
+ "type": "number",
+ "description": "Number of input texts to embed simultaneously for efficiency. Must be positive integer.",
+ "required": false,
+ "defaultValue": "32"
+ },
+ {
+ "name": "device",
+ "type": "string",
+ "description": "Compute device to run the embedding model on (e.g., 'cpu', 'cuda').",
+ "required": false,
+ "defaultValue": "cpu"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A pipeline object encapsulating the configured embedding generation process, exposing a method to embed input texts efficiently."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to set up a flexible embedding generation pipeline tailored to specific input preprocessing needs and preferred embedding models. Useful when building vector search systems, recommendation engines, or language understanding modules requiring consistent embedding generation.",
+ "limitations": "This tool does not perform embedding itself but creates a configured pipeline. The pipeline's effectiveness depends on chosen models and preprocessing steps, which must be supported by underlying ML frameworks.",
+ "examples": [
+ "Create a pipeline that tokenizes and lowercases input, uses 'sentence-transformers/all-MiniLM-L6-v2' as the embedding model, applies L2 normalization, and runs on GPU.",
+ "Set up a simple pipeline with no preprocessing or postprocessing using 'bert-base-uncased' model on CPU.",
+ "Build a pipeline that truncates long input texts, encodes with 'distilbert-base-uncased', and reduces embedding dimensionality for faster similarity search."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "pipeline",
+ "NLP",
+ "vectorization",
+ "machine learning",
+ "preprocessing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"preprocessingSteps\":[\"lowercase\",\"tokenize\"],\"embeddingModel\":\"sentence-transformers/all-MiniLM-L6-v2\",\"postprocessingSteps\":[\"normalize\"],\"batchSize\":64,\"device\":\"cuda\"}",
+ "description": "Create a pipeline with lowercase and tokenization preprocessing, using a MiniLM model, normalize embeddings, batch size 64 on GPU."
+ },
+ {
+ "inputJson": "{\"embeddingModel\":\"bert-base-uncased\"}",
+ "description": "Create a simple pipeline with default settings using bert-base-uncased model."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Pipeline",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createIssue",
+ "description": "Generates a vector embedding for a code issue description to facilitate semantic search, clustering, and similarity analysis within code repositories or project management tools. Accepts the textual issue description and optional metadata for enhanced context, then returns a numerical vector embedding representing the issue's semantic content.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "issueDescription",
+ "type": "string",
+ "description": "The natural language description of the code issue or bug report to embed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional additional contextual data about the issue such as severity, tags, or component name to influence embedding generation.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "The name or identifier of the embedding model to use for generating the vector representation.",
+ "required": false,
+ "defaultValue": "default-code-issue-embedding-model"
+ },
+ {
+ "name": "includeRawTextEmbedding",
+ "type": "boolean",
+ "description": "Flag to include embedding of the raw issue description text alongside any metadata-enhanced embedding.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated vector embedding array, model info used, and optionally the original text and metadata for reference."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI system needs to represent code issue descriptions in vector form to enable semantic understanding, similarity detection, clustering, or integration with vector search systems. Ideal for improving bug triage, related issue grouping, or recommending relevant documentation.",
+ "limitations": "The tool cannot fix issues or provide explanations; it only encodes textual descriptions into vectors. Quality depends on the input clarity and embedding model capabilities.",
+ "examples": [
+ "Generate an embedding for a bug report describing a null pointer exception in the login module.",
+ "Create embeddings for issue summaries to cluster similar tickets in a software project.",
+ "Produce vector representations of code vulnerabilities described in issue reports for semantic search integration."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "code",
+ "issue-tracking",
+ "semantic-search",
+ "bug-report",
+ "vector",
+ "code-analysis"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"issueDescription\":\"Application throws null pointer exception when user tries to login with empty password field.\",\"metadata\":{\"severity\":\"high\",\"component\":\"authentication\"},\"embeddingModel\":\"default-code-issue-embedding-model\",\"includeRawTextEmbedding\":true}",
+ "description": "Embedding a bug report about a null pointer exception in the login component."
+ },
+ {
+ "inputJson": "{\"issueDescription\":\"Memory leak detected in image processing pipeline causing degraded performance over time.\",\"metadata\":{\"severity\":\"medium\",\"component\":\"image-processing\"}}",
+ "description": "Create embedding for a memory leak issue in image processing without specifying embedding model explicitly."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Issue",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createCommit",
+ "description": "Generates a vector embedding that represents a code commit by analyzing its diffs, commit message, and metadata. Accepts structured commit data including author, message, changed files with diffs, and timestamp, and outputs a fixed-length numeric embedding useful for code search, similarity detection, or downstream ML tasks.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "commitMessage",
+ "type": "string",
+ "description": "The textual commit message explaining the changes made in the commit.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "authorName",
+ "type": "string",
+ "description": "Name of the author who made the commit.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "authorEmail",
+ "type": "string",
+ "description": "Email address of the commit author.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "timestamp",
+ "type": "string",
+ "description": "ISO 8601 formatted timestamp of when the commit was made.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "changedFiles",
+ "type": "array",
+ "description": "List of objects representing changed files, each with filename and diff text or patch representing code changes.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "repositoryName",
+ "type": "string",
+ "description": "Name of the repository or project containing the commit.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a high-dimensional numeric embedding vector representing the commit semantics and code changes, suitable for similarity search and machine learning applications."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need a concise numeric representation (embedding) of a code commit to enable semantic search, clustering, or recommendation systems based on commit contents and metadata. It is suitable for analyzing code changes at a commit level for tasks like anomaly detection, impact analysis, or finding similar commits.",
+ "limitations": "This tool does not perform full semantic code understanding or generate human-readable summaries. It cannot interpret binary diffs or non-textual changes and requires textual diffs that include contextual code.",
+ "examples": [
+ "Generate an embedding for a code commit to find similar commits in a large repository.",
+ "Create vector embeddings of recent commits to cluster them by functionality changes.",
+ "Use embeddings of commits to recommend reviewers based on history."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "code",
+ "commit",
+ "vector",
+ "diff",
+ "code-analysis",
+ "semantic-search"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"commitMessage\":\"Fix null pointer exception in user login flow\",\"authorName\":\"Alice Johnson\",\"authorEmail\":\"alice@example.com\",\"timestamp\":\"2024-05-10T15:23:00Z\",\"changedFiles\":[{\"filename\":\"src/login.js\",\"diff\":\"- if(user!=null){\\n+ if(user!==null && user.isActive){\\n\"}],\"repositoryName\":\"auth-service\"}",
+ "description": "Embedding generation for a commit fixing a null pointer exception in login code."
+ },
+ {
+ "inputJson": "{\"commitMessage\":\"Add unit tests for payment processing module\",\"authorName\":\"Bob Lee\",\"changedFiles\":[{\"filename\":\"tests/payment.test.js\",\"diff\":\"+ test('processPayment handles invalid input', () => {\\n+ expect(() => processPayment(null)).toThrow();\\n+ });\\n\"}]}",
+ "description": "Embed a commit that adds new unit tests to the payment processing code."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Commit",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createBranch",
+ "description": "Generates a branch-specific embedding vector for code repositories. Takes branch name, repository URL or code snapshots as input, processes code content on that branch, and outputs a vector embedding representing branch-specific code features for search or analysis.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "repositoryUrl",
+ "type": "string",
+ "description": "The URL of the Git repository to extract code from (required if codeSnapshot not provided).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "branchName",
+ "type": "string",
+ "description": "The name of the branch in the repository to generate the embedding for (required if repositoryUrl provided).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "codeSnapshot",
+ "type": "object",
+ "description": "An optional snapshot of the code files keyed by file path, used instead of repositoryUrl and branchName.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Specifies which embedding model to use for vector generation (e.g., 'code-search-babbage').",
+ "required": false,
+ "defaultValue": "code-search-babbage"
+ },
+ {
+ "name": "includeDependencies",
+ "type": "boolean",
+ "description": "Whether to include dependency files from the branch in the embedding (true/false).",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the embedding vector as an array of floats and metadata like branch and repo info."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing a vector embedding that captures the characteristics of a specific Git branch's code base, such as for code search, branch similarity comparisons, or specialized analysis. It supports input as a live repo+branch or code snapshots. Useful for agents managing code QA or knowledge management.",
+ "limitations": "Cannot directly handle private repositories without access credentials. Does not generate embeddings for individual commits or files separately unless pre-processed. The output embedding dimensionality depends on the embedding model chosen and might vary.",
+ "examples": [
+ "Generate an embedding for the dev branch of a public GitHub repo to enable semantic search.",
+ "Build a branch embedding from a provided set of code files snapshot to represent a feature branch offline.",
+ "Create embeddings for different branches and compare similarity for impact analysis."
+ ]
+ },
+ "tags": [
+ "embedding-generation",
+ "code",
+ "branch",
+ "repository",
+ "vector-embedding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"repositoryUrl\":\"https://github.com/example/project.git\",\"branchName\":\"feature-ai-embedding\",\"embeddingModel\":\"code-search-babbage\",\"includeDependencies\":true}",
+ "description": "Generate embedding for the 'feature-ai-embedding' branch of a public GitHub repository including dependencies."
+ },
+ {
+ "inputJson": "{\"codeSnapshot\":{\"src/main.js\":\"console.log('Hello World');\",\"package.json\":\"{\\\"name\\\":\\\"example\\\"}\"},\"embeddingModel\":\"code-search-babbage\",\"includeDependencies\":false}",
+ "description": "Create embedding using a code snapshot representing files on a branch, without including dependencies."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Branch",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createVariable",
+ "description": "Generates a vector embedding for a given code variable name or identifier using a specified embedding model. The tool accepts a variable name as input and returns its vector embedding representation, which can be used for code analysis, similarity search, or machine learning tasks involving code semantics.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "variableName",
+ "type": "string",
+ "description": "The name or identifier of the code variable to embed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "The embedding model to use for vector generation, e.g., 'codebert', 'fasttext-code'.",
+ "required": false,
+ "defaultValue": "codebert"
+ },
+ {
+ "name": "normalize",
+ "type": "boolean",
+ "description": "Whether to normalize the resulting embedding vector to unit length.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the original variable name and its corresponding embedding vector as an array of floats."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need a vector representation of a code variable to perform semantic similarity, find related variables across codebases, support code search, or input into machine learning models that analyze code structure and meaning. It is particularly useful when analyzing or clustering code symbols by meaning.",
+ "limitations": "This tool cannot generate contextual embeddings requiring full code context or interpret variable usage. It only embeds isolated variable names, so deeper semantic understanding may be limited.",
+ "examples": [
+ "Generate the embedding vector for the variable named 'userId' using default settings.",
+ "Create a normalized embedding vector for a variable named 'temp_buffer' using the 'fasttext-code' model."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "code",
+ "variable",
+ "vector",
+ "machine-learning",
+ "code-analysis"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"variableName\":\"userId\"}",
+ "description": "Generate an embedding vector for the code variable \"userId\" using the default embedding model."
+ },
+ {
+ "inputJson": "{\"variableName\":\"temp_buffer\",\"embeddingModel\":\"fasttext-code\",\"normalize\":false}",
+ "description": "Create a raw embedding vector for the variable \"temp_buffer\" using the FastText code model without normalization."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Variable",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createConfig",
+ "description": "Creates a configuration object for embedding generation models. Accepts parameters such as model type, embedding dimensions, normalization options, and tokenizer settings. Processes these inputs to produce a config object that standardizes embedding generation settings for downstream embedding computation workflows.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "modelType",
+ "type": "string",
+ "description": "Specifies the embedding model to use, e.g., 'bert-base', 'openai-text-embedding', or custom.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingDimension",
+ "type": "number",
+ "description": "Number of dimensions for the output embedding vectors; must be a positive integer matching the model's output size.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "normalizeEmbeddings",
+ "type": "boolean",
+ "description": "Whether to normalize the embeddings to unit length after generation (true enables normalization).",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "tokenizerSettings",
+ "type": "object",
+ "description": "Optional settings to customize the tokenizer, such as max token length, truncation strategy, or special tokens.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "useGPU",
+ "type": "boolean",
+ "description": "Indicates if GPU acceleration should be enabled for embedding generation (if supported by environment).",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A configuration object containing all specified parameters formatted for use in embedding generation pipelines, ensuring consistent embedding computation behavior."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create or update configuration objects that define how text embeddings are generated, including model specifics, embedding dimensions, normalization, and tokenizer options. This standardizes embedding setup for downstream tasks like similarity search or classification.",
+ "limitations": "This tool does not perform actual embedding generation; it only creates configuration objects. It cannot validate model availability or run model inference.",
+ "examples": [
+ "Create a config for 'bert-base' model with 768 dimensions and normalized embeddings.",
+ "Generate a config for OpenAI embeddings with tokenization truncation settings.",
+ "Set up GPU-enabled embedding config for custom model with 512 dimensions."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "configuration",
+ "model-settings",
+ "text-processing",
+ "vector",
+ "generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"modelType\":\"bert-base\",\"embeddingDimension\":768,\"normalizeEmbeddings\":true,\"tokenizerSettings\":{\"maxLength\":512,\"truncationStrategy\":\"longest_first\"},\"useGPU\":false}",
+ "description": "Standard BERT embedding config with normalization and tokenizer max token length 512."
+ },
+ {
+ "inputJson": "{\"modelType\":\"openai-text-embedding\",\"embeddingDimension\":1536,\"normalizeEmbeddings\":false,\"tokenizerSettings\":{},\"useGPU\":true}",
+ "description": "OpenAI embedding config requesting GPU compute without normalization."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Config",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createDependency",
+ "description": "Generates vector embeddings for code dependencies based on their source code or metadata. Accepts dependency identifiers or source snippets, processes them with a code-focused embedding model, and returns numeric vector embeddings for use in search, analysis, or recommendation systems.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "dependencyName",
+ "type": "string",
+ "description": "The name of the dependency or package to generate embeddings for, e.g., a library or module name, optional if providing source code.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceCode",
+ "type": "string",
+ "description": "Raw source code or relevant code excerpts of the dependency for generating accurate embeddings, required if dependencyName is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming language of the provided source code, used to enhance embedding accuracy, e.g., 'javascript', 'python'.",
+ "required": false,
+ "defaultValue": "\"\""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Specifies which embedding model to use for generation, e.g., 'code-bert', 'starcoder'.",
+ "required": false,
+ "defaultValue": "\"code-bert\""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated embedding as an array of floats, the dimension of the embedding vector, and meta info about input."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need vector embeddings representing code dependencies to improve search, similarity detection, or knowledge graphs involving software libraries. It helps integrate dependency semantic info into ML workflows by transforming code or metadata to high-dimensional vectors.",
+ "limitations": "Cannot generate embeddings without valid source code or identifiable dependency metadata. Embeddings quality depends heavily on the input and chosen model; it does not analyze license or security aspects of dependencies.",
+ "examples": [
+ "Generate embeddings for the React library to enable semantic search over dependencies.",
+ "Create vector embeddings from code snippets of a dependency for ML model input.",
+ "Embed metadata of a Python package to cluster similar dependencies."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "code-analysis",
+ "dependencies",
+ "vector-representation",
+ "software-libraries",
+ "machine-learning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dependencyName\":\"lodash\",\"sourceCode\":\"\",\"language\":\"javascript\",\"embeddingModel\":\"code-bert\"}",
+ "description": "Generate embedding for the lodash JS library using default code-bert model with no source code input."
+ },
+ {
+ "inputJson": "{\"dependencyName\":\"\",\"sourceCode\":\"function add(a, b) { return a + b; }\",\"language\":\"javascript\",\"embeddingModel\":\"starcoder\"}",
+ "description": "Embed a small JavaScript code snippet representing a dependency function with starcoder model."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Dependency",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createPackage",
+ "description": "Generates a reusable code package that encapsulates text embedding generation functionality. Accepts configuration details like embedding model, programming language, and package metadata. Processes these inputs to output a ready-to-use code package including API calls or local embedding model integration for downstream vectorization tasks.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Identifier or name of the embedding model to use (e.g., 'text-embedding-3-large').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "Target programming language for the generated package (e.g., 'python', 'javascript').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "packageName",
+ "type": "string",
+ "description": "Name of the generated package or module.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "version",
+ "type": "string",
+ "description": "Version number of the package, following semantic versioning (e.g., '1.0.0').",
+ "required": false,
+ "defaultValue": "\"1.0.0\""
+ },
+ {
+ "name": "includeApiClient",
+ "type": "boolean",
+ "description": "Whether to include an API client wrapper for remote embedding service calls.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "licenseType",
+ "type": "string",
+ "description": "License type for the generated package (e.g., 'MIT', 'Apache-2.0').",
+ "required": false,
+ "defaultValue": "\"MIT\""
+ },
+ {
+ "name": "dependencies",
+ "type": "array",
+ "description": "List of additional dependencies or libraries to include in the package.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing metadata and content of the generated package. Includes package name, version, language, a zip file content encoded as base64 string, and a manifest describing files included."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a ready-to-install or import code package that performs text embedding generation with specific model and language setups. This helps automate deployment or integration tasks by providing reusable code bundles tailored to user or system configuration.",
+ "limitations": "Cannot generate runnable binaries or packages for languages or environments not supported by the underlying embedding models. Does not provide embeddings directly, only the code to generate them.",
+ "examples": [
+ "Create a Python package named 'textEmbedder' using the 'text-embedding-3-large' model with an MIT license.",
+ "Generate a JavaScript embedding client package configured to use a remote API with version '0.9.0'.",
+ "Produce a Python package including additional numpy dependency for embedding generation."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "code-generation",
+ "package",
+ "text-embeddings",
+ "AI-integration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"embeddingModel\":\"text-embedding-3-large\",\"programmingLanguage\":\"python\",\"packageName\":\"textEmbedder\",\"version\":\"1.0.0\",\"includeApiClient\":true,\"licenseType\":\"MIT\",\"dependencies\":[\"numpy\"]}",
+ "description": "Generate a Python package named 'textEmbedder' using the 'text-embedding-3-large' model, including numpy dependency and API client wrapper."
+ },
+ {
+ "inputJson": "{\"embeddingModel\":\"text-embedding-2-small\",\"programmingLanguage\":\"javascript\",\"packageName\":\"embedClientJS\",\"version\":\"0.9.0\",\"includeApiClient\":true,\"licenseType\":\"Apache-2.0\",\"dependencies\":[]}",
+ "description": "Create a JavaScript embedding client package named 'embedClientJS' using a smaller embedding model with Apache 2.0 license."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Package",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createTest",
+ "description": "Generates a test suite embedding from provided code snippets in various programming languages. Accepts an array of code samples and language identifiers, processes them to create a vector representation suitable for similarity search and downstream test analysis tasks, and returns combined embedding vector data.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "codeSnippets",
+ "type": "array",
+ "description": "Array of objects each containing a 'code' string and 'language' string representing the code sample and its programming language.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Identifier of the embedding model to use for vector generation, e.g. 'codebert-base' or 'text-embedding-ada-002'.",
+ "required": false,
+ "defaultValue": "text-embedding-ada-002"
+ },
+ {
+ "name": "normalize",
+ "type": "boolean",
+ "description": "Whether to normalize the resulting combined embedding vector to unit length. Useful for cosine similarity calculations.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with a combined embedding vector as an array of floats and metadata about the embedding generation process."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate vector embeddings representing multiple code snippets to perform similarity search, clustering, or downstream analysis on test code samples. Particularly useful in contexts of test code understanding, code search, or embedding-based retrieval related to code tests.",
+ "limitations": "This tool only generates embeddings for supplied code snippets; it does not analyze or execute code. Quality depends on embedding model chosen and code snippet quality.",
+ "examples": [
+ "Create a test embedding from 3 JavaScript unit test functions for similarity search.",
+ "Generate embeddings for a set of Python and Java test methods for indexing in a code search engine."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "code",
+ "test",
+ "vectorization",
+ "code-analysis",
+ "code-search"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"codeSnippets\":[{\"code\":\"def test_add():\\n assert add(1, 2) == 3\",\"language\":\"python\"},{\"code\":\"function testAdd() { assert(add(1,2) === 3); }\",\"language\":\"javascript\"}],\"embeddingModel\":\"codebert-base\",\"normalize\":true}",
+ "description": "Generate a combined embedding from Python and JavaScript test functions using the 'codebert-base' model."
+ },
+ {
+ "inputJson": "{\"codeSnippets\":[{\"code\":\"@Test public void testAdd() { assertEquals(3, add(1,2)); }\",\"language\":\"java\"}],\"embeddingModel\":\"text-embedding-ada-002\",\"normalize\":false}",
+ "description": "Generate an embedding vector from a single Java test method without normalization."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Test",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createQuery",
+ "description": "Generates a vector embedding for a given query text to facilitate semantic search or similarity comparisons. Accepts plain text as input, processes it using a specified embedding model, and returns a fixed-length numeric vector representing the semantic content of the query.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "queryText",
+ "type": "string",
+ "description": "The input text query for which to generate the embedding.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "The name or identifier of the embedding model to use (e.g., 'openai/text-embedding-ada-002').",
+ "required": false,
+ "defaultValue": "openai/text-embedding-ada-002"
+ },
+ {
+ "name": "normalize",
+ "type": "boolean",
+ "description": "Whether to normalize the resulting embedding vector to unit length.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the original query text and its corresponding embedding vector array of floats."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to convert a textual query into a numerical vector representation for use in vector search, retrieval augmentation, recommendation systems, or similarity analyses. The generated embeddings enable semantic understanding beyond keyword matching.",
+ "limitations": "This tool does not handle batch embedding generation or embedding of non-textual data. The quality of the embedding depends on the chosen model and may not capture domain-specific nuances without fine-tuning.",
+ "examples": [
+ "Generate an embedding vector for a user search query to find relevant documents.",
+ "Create a semantic vector for a question to compare with FAQ embeddings.",
+ "Convert short text queries into vectors for similarity ranking in a chatbot."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "query",
+ "vector",
+ "semantic-search",
+ "nlp",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"queryText\": \"How to integrate vector search in my app?\", \"embeddingModel\": \"openai/text-embedding-ada-002\", \"normalize\": true}",
+ "description": "Generate a normalized embedding vector for a typical user query about integrating vector search."
+ },
+ {
+ "inputJson": "{\"queryText\": \"Best practices for semantic similarity\", \"normalize\": false}",
+ "description": "Create an embedding without normalization for a text about best practices in semantic similarity."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Query",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createAPI",
+ "description": "This tool generates a ready-to-use RESTful API server code scaffold that wraps a specified embedding generation model. It accepts model details and configuration, and outputs code templates in the chosen programming language that serve embedding vectors for given input texts.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "modelName",
+ "type": "string",
+ "description": "The name or identifier of the embedding model to be used (e.g., 'text-embedding-ada-002').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "The programming language for the generated API server code (e.g., 'Python', 'Node.js').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "apiEndpoint",
+ "type": "string",
+ "description": "The API path for embedding requests (default '/embed').",
+ "required": false,
+ "defaultValue": "/embed"
+ },
+ {
+ "name": "authenticationRequired",
+ "type": "boolean",
+ "description": "Whether to include authentication middleware in the API scaffold.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "openAiApiKeyEnvVar",
+ "type": "string",
+ "description": "Name of environment variable to read the OpenAI API key from, if applicable.",
+ "required": false,
+ "defaultValue": "OPENAI_API_KEY"
+ },
+ {
+ "name": "port",
+ "type": "number",
+ "description": "The port number that the API server will listen on.",
+ "required": false,
+ "defaultValue": "8080"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated API server source code as a string, ready to be written to a file and run."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to quickly generate a minimal, practical API server that exposes an embedding generation model as a REST endpoint. It enables programmatic access to embeddings via HTTP calls in standard programming languages, facilitating easy integration into applications or pipelines.",
+ "limitations": "Does not implement production-hardened features like rate limiting, advanced authentication, or multi-model management. Assumes embedding model is externally accessible via API or library.",
+ "examples": [
+ "Generate a Python Flask API that wraps the OpenAI embedding model 'text-embedding-ada-002'.",
+ "Create a Node.js Express API endpoint for producing text embeddings on port 5000 with authentication enabled.",
+ "Produce server code for an embedding API using a custom embedding model name, available via environment variable OpenAI key."
+ ]
+ },
+ "tags": [
+ "embedding-generation",
+ "API",
+ "code-generation",
+ "REST",
+ "server",
+ "openai",
+ "text-embedding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"modelName\":\"text-embedding-ada-002\",\"programmingLanguage\":\"Python\",\"apiEndpoint\":\"/embed\",\"authenticationRequired\":false,\"openAiApiKeyEnvVar\":\"OPENAI_API_KEY\",\"port\":8080}",
+ "description": "Generate a Python Flask API endpoint '/embed' that returns embeddings from the OpenAI 'text-embedding-ada-002' model with no authentication, listening on port 8080."
+ },
+ {
+ "inputJson": "{\"modelName\":\"custom-embedding-v1\",\"programmingLanguage\":\"Node.js\",\"apiEndpoint\":\"/v1/embeddings\",\"authenticationRequired\":true,\"openAiApiKeyEnvVar\":\"MY_API_KEY\",\"port\":5000}",
+ "description": "Generate a Node.js Express API at '/v1/embeddings' requiring auth middleware, using a custom embedding model and API key environment variable 'MY_API_KEY' on port 5000."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "API",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createMigration",
+ "description": "Generates a code migration script that updates embedding generation logic from one model or schema version to another. Accepts current and target embedding model details, and produces a migration script that automates refactoring embedding generation calls and configuration in codebases.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "currentModelVersion",
+ "type": "string",
+ "description": "The current version identifier or name of the embedding model used in the code base.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetModelVersion",
+ "type": "string",
+ "description": "The target embedding model version to migrate the codebase to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceCodeLanguage",
+ "type": "string",
+ "description": "Programming language of the source code to generate the migration script for (e.g., Python, JavaScript).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingFunctionName",
+ "type": "string",
+ "description": "Name of the function or method responsible for embedding generation in the existing code.",
+ "required": false,
+ "defaultValue": "generateEmbedding"
+ },
+ {
+ "name": "includeDocumentationUpdates",
+ "type": "boolean",
+ "description": "Whether to include automated updates to code comments and documentation about embedding changes.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the migration script code as a string plus a summary of changes for review."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to upgrade or refactor embedding generation in codebases across model versions or APIs, automating the tedious and error-prone process of updating embedding logic and signatures to ensure consistency and accuracy.",
+ "limitations": "This tool does not test the generated migration script or run it; it produces suggested migration code and summaries, requiring developer review and integration.",
+ "examples": [
+ "Create a migration script to move embedding calls from model v1 to v2 in a Python codebase.",
+ "Generate migration code updating embedding function name and parameters when switching embedding APIs in JavaScript."
+ ]
+ },
+ "tags": [
+ "embedding-generation",
+ "migration",
+ "code-refactoring",
+ "automation",
+ "ai-model-update"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"currentModelVersion\":\"v1\",\"targetModelVersion\":\"v2\",\"sourceCodeLanguage\":\"Python\",\"embeddingFunctionName\":\"embed_text\",\"includeDocumentationUpdates\":true}",
+ "description": "Generate migration script from embedding model v1 to v2 in Python codebase where embedding function is named 'embed_text' with doc updates."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Migration",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createEndpoint",
+ "description": "This tool creates a customizable API endpoint configured to generate vector embeddings from text inputs using specified embedding models. It accepts parameters defining the endpoint path, supported models, maximum input length, and batching options, and outputs the endpoint configuration details needed for deployment or integration.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "endpointPath",
+ "type": "string",
+ "description": "The URL path where the embedding generation endpoint will be accessible, e.g., /api/embeddings.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "supportedModels",
+ "type": "array",
+ "description": "List of embedding model identifiers that this endpoint will support for generating embeddings.",
+ "required": true,
+ "defaultValue": "[\"text-embedding-ada-002\"]"
+ },
+ {
+ "name": "maxInputLength",
+ "type": "number",
+ "description": "Maximum length (in tokens or characters) for input text that the endpoint will accept.",
+ "required": false,
+ "defaultValue": "2048"
+ },
+ {
+ "name": "batchSize",
+ "type": "number",
+ "description": "Number of input texts to process in one batch to optimize throughput and latency.",
+ "required": false,
+ "defaultValue": "16"
+ },
+ {
+ "name": "enableLogging",
+ "type": "boolean",
+ "description": "Whether to enable request and response logging for the endpoint.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "authenticationRequired",
+ "type": "boolean",
+ "description": "Flag to require authentication (e.g., API key) to access the endpoint.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the endpoint configuration details, including the full access URL, supported models, input constraints, and security settings."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create a new API endpoint for generating vector embeddings from textual data, customizing it with supported models, input limits, authentication, and batching to integrate embedding capabilities into applications or services.",
+ "limitations": "This tool configures the endpoint but does not implement the underlying embedding model or hosting infrastructure; deployment and model serving must be handled separately.",
+ "examples": [
+ "Create an embedding endpoint at /api/embed using 'text-embedding-ada-002' and 'text-embedding-babbage-001' models.",
+ "Create a public embedding endpoint with no authentication and logging enabled for experimental use.",
+ "Set up an embedding endpoint that batches input in sizes of 32 and limits input length to 1024 tokens."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "API",
+ "endpoint",
+ "configuration",
+ "vectorization",
+ "NLP"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"endpointPath\":\"/api/embeddings\",\"supportedModels\":[\"text-embedding-ada-002\"],\"maxInputLength\":2048,\"batchSize\":16,\"enableLogging\":false,\"authenticationRequired\":true}",
+ "description": "Create a secure embedding endpoint at /api/embeddings supporting the 'text-embedding-ada-002' model with default input length and batch size."
+ },
+ {
+ "inputJson": "{\"endpointPath\":\"/embed/public\",\"supportedModels\":[\"text-embedding-ada-002\",\"text-embedding-babbage-001\"],\"maxInputLength\":1024,\"batchSize\":32,\"enableLogging\":true,\"authenticationRequired\":false}",
+ "description": "Create a public embedding endpoint supporting multiple models, with logging enabled and larger batch size for throughput."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Endpoint",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createSchema",
+ "description": "Creates a JSON schema definition for embedding vector data according to specified dimensions and metadata requirements. Accepts parameters such as embedding dimension size, metadata fields, and data types, producing a structured JSON schema for validating embedding documents in databases or APIs.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "embeddingDimension",
+ "type": "number",
+ "description": "The size (dimensionality) of the embedding vectors to define in the schema.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeMetadata",
+ "type": "boolean",
+ "description": "Flag to include additional metadata fields in the schema (e.g., source, timestamp).",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "metadataFields",
+ "type": "array",
+ "description": "List of metadata field names to include when includeMetadata is true.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "metadataTypes",
+ "type": "object",
+ "description": "Map of metadata field names to their data types (e.g., string, number, date).",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "requiredMetadataFields",
+ "type": "array",
+ "description": "List of metadata fields that are mandatory in the schema.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object representing the schema definition that can be used to validate embedding documents, including the embedding vector and optional metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically generate a JSON schema for embedding vectors and their associated metadata to perform validation or database schema enforcement. This is useful when setting up data ingestion pipelines or APIs expecting embedding data with consistent structure and required fields.",
+ "limitations": "This tool does not generate embedding vectors or perform actual embedding; it only creates the schema for their structure. It also does not validate data against the schema, only produces the schema itself.",
+ "examples": [
+ "Generate a JSON schema for 512-dimensional embeddings without metadata.",
+ "Create a schema for 768-dimensional embeddings including metadata fields 'source' (string) and 'timestamp' (date), with 'source' as required.",
+ "Produce a schema for embeddings of dimension 1024 with no metadata fields."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "schema",
+ "validation",
+ "json-schema",
+ "vector",
+ "metadata",
+ "data-modeling"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"embeddingDimension\":512,\"includeMetadata\":false}",
+ "description": "Create a simple schema for a 512-d embedding vector with no metadata."
+ },
+ {
+ "inputJson": "{\"embeddingDimension\":768,\"includeMetadata\":true,\"metadataFields\":[\"source\",\"timestamp\"],\"metadataTypes\":{\"source\":\"string\",\"timestamp\":\"string\"},\"requiredMetadataFields\":[\"source\"]}",
+ "description": "Schema for 768-d embedding with metadata fields 'source' (required) and 'timestamp'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Schema",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createModule",
+ "description": "Creates a reusable code module that generates vector embeddings from text data. Accepts configuration parameters including embedding model type, input text language, and preprocessing options. Produces a code module in the specified programming language with functions for embedding generation and integration guidance.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "The embedding model to use (e.g., 'bert-base-uncased', 'openai-text-embedding-ada-002').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "Target programming language for the generated module code (e.g., 'python', 'javascript').",
+ "required": true,
+ "defaultValue": "python"
+ },
+ {
+ "name": "inputLanguage",
+ "type": "string",
+ "description": "Primary language of input text to be embedded (e.g., 'en', 'fr', 'zh').",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "preprocessingSteps",
+ "type": "array",
+ "description": "List of preprocessing steps to include in the module (e.g., ['lowercase','removePunctuation']).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeExampleUsage",
+ "type": "boolean",
+ "description": "Whether to include example usage code snippet in the module.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated source code as a string and metadata about the module, including language and dependencies."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to automatically generate a ready-to-use code module for producing text embeddings tailored to a chosen embedding model and programming language. Helpful for developers integrating embedding generation into their applications without writing boilerplate code manually.",
+ "limitations": "This tool does not train or fine-tune embedding models, nor does it perform embedding generation itself. It only generates code modules. It cannot guarantee compatibility with all third-party libraries or runtime environments.",
+ "examples": [
+ "Generate a Python module using the 'bert-base-uncased' model that preprocesses text by lowercasing and removing punctuation.",
+ "Create a JavaScript module with example usage to embed French language text using 'openai-text-embedding-ada-002'."
+ ]
+ },
+ "tags": [
+ "embedding-generation",
+ "module",
+ "code-generation",
+ "text-processing",
+ "developer-tool"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"embeddingModel\":\"bert-base-uncased\",\"programmingLanguage\":\"python\",\"inputLanguage\":\"en\",\"preprocessingSteps\":[\"lowercase\",\"removePunctuation\"],\"includeExampleUsage\":true}",
+ "description": "Generate a Python embedding module using BERT-base with lowercasing and punctuation removal preprocessing."
+ },
+ {
+ "inputJson": "{\"embeddingModel\":\"openai-text-embedding-ada-002\",\"programmingLanguage\":\"javascript\",\"inputLanguage\":\"fr\",\"preprocessingSteps\":[],\"includeExampleUsage\":true}",
+ "description": "Create a JavaScript module for OpenAI's ada text embedding for French text without preprocessing steps."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Module",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createComponent",
+ "description": "Creates a reusable embedding generation component configuration based on specified model and parameters. Accepts inputs like model name, embedding dimension, tokenizer options, and returns a component definition object usable in AI pipelines for generating vector embeddings from textual data.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "modelName",
+ "type": "string",
+ "description": "Name of the embedding model to use for component creation, e.g., 'text-embedding-ada-002'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingDimension",
+ "type": "number",
+ "description": "Output dimension size of the embedding vectors that the component will produce.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tokenizerOptions",
+ "type": "object",
+ "description": "Optional tokenizer configuration including max token length and special token handling.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "normalizeEmbeddings",
+ "type": "boolean",
+ "description": "Whether to normalize the output embeddings to unit length for consistent vector representation.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "componentName",
+ "type": "string",
+ "description": "Optional custom name to assign to the created embedding component.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object defining the embedding generation component, including model name, preprocessing options, embedding dimension, and methods to embed input text."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create reusable, configurable embedding generator components within an AI pipeline or application, especially to standardize how text is embedded using specific models and tokenization parameters. Suitable for development environments or custom ML workflows configuring vectorization steps.",
+ "limitations": "This tool does not execute the embedding generation itself; it only creates configuration components. It cannot process raw text inputs or return embeddings directly. It requires downstream systems to call the generated component to perform embedding.",
+ "examples": [
+ "Create an embedding component for 'text-embedding-ada-002' with 1536 dimensions, using default tokenizer options.",
+ "Generate a normalized embedding component named 'MyCustomEmbedder' with 768 dimensions and custom tokenizer max token length.",
+ "Create embedding component with no normalization and default model settings."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "component",
+ "vectorization",
+ "text-processing",
+ "AI-pipeline"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"modelName\":\"text-embedding-ada-002\",\"embeddingDimension\":1536,\"normalizeEmbeddings\":true}",
+ "description": "Create a component using 'text-embedding-ada-002' model with 1536 dimensions and normalized embeddings."
+ },
+ {
+ "inputJson": "{\"modelName\":\"custom-transformer\",\"embeddingDimension\":768,\"tokenizerOptions\":{\"maxLength\":512},\"componentName\":\"MyCustomEmbedder\",\"normalizeEmbeddings\":false}",
+ "description": "Create a custom named embedding component with specified tokenizer max length and without normalization."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Component",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createFunction",
+ "description": "Creates a vector embedding generation function based on specified text preprocessing settings and model parameters. Accepts input text data, applies optional normalization and tokenization, then outputs a function that can generate embeddings for new text inputs according to the configured model.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "modelName",
+ "type": "string",
+ "description": "The identifier of the embedding model to use (e.g., 'bert-base', 'sentence-transformers').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "normalizeText",
+ "type": "boolean",
+ "description": "Whether to apply text normalization steps like lowercasing and removing punctuation before embedding.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "tokenizerOptions",
+ "type": "object",
+ "description": "Configuration parameters for the tokenizer such as max sequence length, truncation, and padding.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "embeddingDimension",
+ "type": "number",
+ "description": "Dimensionality of the output embedding vectors. If not specified, uses the model's default dimension.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "batchSize",
+ "type": "number",
+ "description": "Number of text inputs to process in a batch when generating embeddings to optimize performance.",
+ "required": false,
+ "defaultValue": "32"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A callable function that accepts an array of texts and returns an array of embedding vectors matching the configured model and preprocessing parameters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to configure and obtain a customized embedding function for text data, allowing downstream AI tasks like similarity search, clustering, or semantic analysis with embeddings generated under specific model and preprocessing conditions.",
+ "limitations": "This tool does not itself generate embeddings until the returned function is called with text inputs; it relies on underlying models provided externally and does not perform model training or fine-tuning.",
+ "examples": [
+ "Create an embedding function using 'sentence-transformers' model with normalization enabled.",
+ "Configure a function for embedding texts with max token length set via tokenizer options.",
+ "Set up a function generating 768-dimensional embeddings with batching for efficient bulk processing."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "function",
+ "text-processing",
+ "vectorization",
+ "model-config"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"modelName\":\"sentence-transformers/all-MiniLM-L6-v2\",\"normalizeText\":true,\"tokenizerOptions\":{\"maxLength\":128,\"truncation\":true},\"embeddingDimension\":384,\"batchSize\":16}",
+ "description": "Create embedding function using a popular lightweight transformer model with normalization and truncation."
+ },
+ {
+ "inputJson": "{\"modelName\":\"bert-base-uncased\",\"normalizeText\":false,\"tokenizerOptions\":{},\"batchSize\":32}",
+ "description": "Create embedding function with BERT base model without text normalization and default tokenizer settings."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Function",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createSpec",
+ "description": "Generates a detailed embedding specification document for a given textual domain description, including embedding dimensions, tokenization rules, and preprocessing steps required for consistent vector generation. Accepts domain description and configuration options, outputs a structured embedding specification as JSON.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "domainDescription",
+ "type": "string",
+ "description": "Detailed textual description of the domain or dataset for which embeddings are to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingDimension",
+ "type": "number",
+ "description": "The dimensionality of the embedding vectors to generate, typically between 50 and 1024.",
+ "required": true,
+ "defaultValue": "512"
+ },
+ {
+ "name": "tokenizationMethod",
+ "type": "string",
+ "description": "The tokenization approach to use, e.g., 'word', 'subword', or 'character'.",
+ "required": false,
+ "defaultValue": "subword"
+ },
+ {
+ "name": "preprocessingSteps",
+ "type": "array",
+ "description": "An ordered list of preprocessing actions to apply, such as 'lowercase', 'removePunctuation', 'lemmatization'.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeStopWords",
+ "type": "boolean",
+ "description": "Flag indicating whether stop words should be included in the embeddings or filtered out during preprocessing.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object specifying the embedding configuration including dimension, tokenization method, preprocessing pipeline, and metadata for embedding generation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to create a precise specification document for generating embeddings tailored to a specific textual domain or dataset, to ensure consistent and optimized vector representations for downstream tasks such as search, clustering, or classification.",
+ "limitations": "This tool generates a specification document only, and does not perform embedding vector computation or training itself. It requires detailed domain input for best results.",
+ "examples": [
+ "Create an embedding spec for legal documents with 300 dimensions, subword tokenization, removing punctuation, and excluding stop words.",
+ "Generate a spec for customer support chat logs embeddings, using 512 dimensions and including lemmatization in preprocessing.",
+ "Produce an embedding configuration for scientific abstracts with 768 dimensions, word tokenization, and including stop words."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "specification",
+ "vector",
+ "text processing",
+ "tokenization",
+ "preprocessing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"domainDescription\":\"Customer support chat logs for tech products.\",\"embeddingDimension\":512,\"tokenizationMethod\":\"subword\",\"preprocessingSteps\":[\"lowercase\",\"lemmatization\"],\"includeStopWords\":false}",
+ "description": "Generate an embedding specification for tech product support chat logs with 512 dimensions, subword tokenization, lowercase and lemmatization preprocessing, excluding stop words."
+ },
+ {
+ "inputJson": "{\"domainDescription\":\"Legal contract clauses.\",\"embeddingDimension\":300,\"tokenizationMethod\":\"word\",\"preprocessingSteps\":[\"removePunctuation\"],\"includeStopWords\":false}",
+ "description": "Create embedding spec for legal contracts using 300-dimensional word embeddings, removing punctuation, without stop words."
+ },
+ {
+ "inputJson": "{\"domainDescription\":\"Scientific research abstracts.\",\"embeddingDimension\":768,\"tokenizationMethod\":\"word\",\"preprocessingSteps\":[],\"includeStopWords\":true}",
+ "description": "Produce embedding specification for scientific abstracts with 768-dimensional word embeddings, no preprocessing steps, including stop words."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Spec",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createFAQ",
+ "description": "Creates vector embeddings for a set of frequently asked questions (FAQs) and their answers, enabling semantic search and similarity tasks. Accepts an array of FAQ entries each with question and answer, optionally specifying embedding model and language. Outputs a structured array of embeddings linked to each FAQ entry.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "faqs",
+ "type": "array",
+ "description": "Array of FAQ entries where each entry is an object with 'question' and 'answer' strings.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Identifier of the embedding model to use for generating vector representations.",
+ "required": false,
+ "defaultValue": "\"default-faq-embedding-v1\""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en', 'es') of the FAQ content to optimize embedding generation.",
+ "required": false,
+ "defaultValue": "\"en\""
+ },
+ {
+ "name": "normalizeVectors",
+ "type": "boolean",
+ "description": "Whether to normalize the output embeddings to unit length for cosine similarity purposes.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with array of embeddings, each entry correlates to the input FAQ including question, answer, and the embedding vector as an array of numbers."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have a collection of FAQs and want to create vector embeddings for them to enable semantic search, clustering, or similarity comparison, for example to build intelligent FAQ retrieval systems or customer support automation.",
+ "limitations": "This tool does not generate or summarize FAQ content, only creates embeddings from provided FAQ question-answer pairs. It does not index the embeddings or perform search queries itself.",
+ "examples": [
+ "Create embeddings for a product's customer support FAQs to integrate semantic search.",
+ "Generate vector representations of FAQs in multiple languages for a multilingual help center.",
+ "Embed a set of training FAQs for a chatbot knowledge base to improve answer relevance."
+ ]
+ },
+ "tags": [
+ "embedding-generation",
+ "faq",
+ "semantic-search",
+ "vectorization",
+ "nlp",
+ "customer-support"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"faqs\":[{\"question\":\"What is your return policy?\",\"answer\":\"You can return any item within 30 days of purchase.\"},{\"question\":\"How do I track my order?\",\"answer\":\"Once shipped, you will receive a tracking number via email.\"}]}",
+ "description": "Embedding generation for a small set of e-commerce customer service FAQs."
+ },
+ {
+ "inputJson": "{\"faqs\":[{\"question\":\"¿Cómo puedo restablecer mi contraseña?\",\"answer\":\"Puede restablecerla desde la página de configuración de la cuenta.\"}],\"language\":\"es\"}",
+ "description": "Create embeddings for FAQs provided in Spanish by specifying language parameter."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createReadme",
+ "description": "Generates a detailed README document embedding by processing project-related textual input. Accepts textual project descriptions, features, and usage instructions, then creates a structured textual README suitable for embedding generation workflows. Outputs the final README content as a string for embedding purposes.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the project to appear as the README title.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "A concise description explaining the purpose and scope of the project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "features",
+ "type": "array",
+ "description": "An array of strings listing key features or highlights of the project.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "installationInstructions",
+ "type": "string",
+ "description": "Step-by-step instructions on how to install or set up the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageExamples",
+ "type": "array",
+ "description": "An array of strings providing practical usage examples or code snippets.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "license",
+ "type": "string",
+ "description": "The type of license the project is released under, to be included as a README section.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing the generated README content as a single markdown-formatted string under the key 'readmeContent'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing a well-structured README document text that can later be embedded into vector representations for search, classification, or documentation indexing. Ideal for projects needing automated README generation from descriptive inputs prior to embedding.",
+ "limitations": "This tool generates only textual content for a README document; it does not create actual embeddings or handle binary files like images or diagrams. It also assumes input text is in English and does not validate or enrich the content beyond formatting.",
+ "examples": [
+ "Generate a README embedding text for a new JavaScript library by providing name, description, features, installation, usage, and license.",
+ "Create a README text embedding from minimal inputs: only project name and description.",
+ "Produce a README markdown text with detailed installation and usage instructions for embedding vectorization."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "readme",
+ "documentation",
+ "text-generation",
+ "project-description",
+ "markdown"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"FastAPI Utils\",\"projectDescription\":\"A Python utility library for simplifying FastAPI development.\",\"features\":[\"Lightweight\",\"Easy integration\",\"Asynchronous support\"],\"installationInstructions\":\"Run `pip install fastapi-utils` to install.\",\"usageExamples\":[\"from fastapi_utils import FastAPIUtils\",\"app = FastAPIUtils()\"],\"license\":\"MIT\"}",
+ "description": "Generating README content embedding text for a Python FastAPI utility library with typical README sections."
+ },
+ {
+ "inputJson": "{\"projectName\":\"DataCleanser\",\"projectDescription\":\"Tool for fast cleansing of CSV datasets.\"}",
+ "description": "Generating minimal README content embedding text with just project name and description for a CSV data processing tool."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createCode",
+ "description": "Generates vector embeddings specifically for source code snippets or files. Accepts code as a string input along with language specification, processes the code to create semantic vector representations capturing syntax and semantics. Outputs an embedding array suitable for code search, clone detection, or recommendation tasks.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "code",
+ "type": "string",
+ "description": "The source code snippet/text to embed, provided as a string.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming language of the code (e.g., 'python', 'java', 'javascript') to optimize embedding.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingDimension",
+ "type": "number",
+ "description": "Dimension of the output embedding vector, determining size and detail of representation.",
+ "required": false,
+ "defaultValue": "768"
+ },
+ {
+ "name": "normalize",
+ "type": "boolean",
+ "description": "Whether to normalize the output embedding vector to unit length.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the embedding vector as an array of numbers representing the semantic embedding of the input code snippet."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert source code snippets or files into vector embeddings for tasks like code search, similarity detection, clone detection, or code recommendation within repositories. It captures semantic and syntactic features of the code.",
+ "limitations": "This tool only generates embeddings for code as text input; it does not analyze execution behavior or runtime performance. Language support depends on the specified input language; unsupported languages may yield less accurate embeddings.",
+ "examples": [
+ "Generate embedding for a Python function to find similar functions in a codebase.",
+ "Create embeddings for JavaScript snippets for use in a code recommendation engine.",
+ "Normalize code embeddings to ensure consistency when comparing syntax vectors."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "code",
+ "source-code",
+ "programming",
+ "vector",
+ "semantic",
+ "search"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"code\":\"def add(a, b):\\n return a + b\",\"language\":\"python\"}",
+ "description": "Generate a normalized embedding for a simple Python add function."
+ },
+ {
+ "inputJson": "{\"code\":\"function greet(name) { return `Hello, ${name}!`; }\",\"language\":\"javascript\",\"normalize\":false}",
+ "description": "Create a non-normalized embedding vector for a JavaScript greeting function."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Code",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createTemplate",
+ "description": "Creates a customizable embedding generation template for document or domain-specific text processing. Accepts parameters defining the document domain, embedding model preferences, and template structure. Outputs a structured JSON template guiding embedding generation workflows for consistent vector embedding creation across similar document types.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "documentDomain",
+ "type": "string",
+ "description": "The specific domain or type of documents for which to create the embedding template (e.g., legal contracts, scientific papers).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "The name or identifier of the embedding model to be used with this template (e.g., 'text-embedding-ada-002').",
+ "required": false,
+ "defaultValue": "text-embedding-ada-002"
+ },
+ {
+ "name": "templateDescription",
+ "type": "string",
+ "description": "A descriptive summary about the purpose and use of the generated embedding template.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fieldsToEmbed",
+ "type": "array",
+ "description": "An array of text fields or sections from documents that should be processed to create embeddings (e.g., ['title', 'abstract', 'body']).",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "preprocessingInstructions",
+ "type": "string",
+ "description": "Optional instructions or rules for preprocessing text before embedding generation, such as tokenization, cleaning, or normalization guidelines.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeMetadata",
+ "type": "boolean",
+ "description": "Specifies whether to include document metadata as part of the embedding template context.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object representing the embedding generation template, including domain, model settings, targeted fields, and preprocessing guidelines."
+ },
+ "aiAgent": {
+ "useCase": "This tool is used when an AI agent needs to establish standardized embedding specifications for text documents within specific domains. Typical scenarios include setting up embedding pipelines for legal documents, research papers, support tickets, or other domain-specific corpora to ensure consistent vector representations across applications.",
+ "limitations": "This tool does not generate embeddings directly but creates templates or specifications to guide embedding generation steps. It cannot preprocess or embed raw text by itself.",
+ "examples": [
+ "Create an embedding template for legal contracts focusing on clauses and summaries using the 'text-embedding-ada-002' model.",
+ "Generate a template for scientific papers highlighting abstract and conclusion sections with preprocessing instructions to remove references.",
+ "Build a domain-specific embedding template for customer support tickets including metadata like ticket priority."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "template",
+ "document-domain",
+ "vector embeddings",
+ "text processing",
+ "machine learning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"documentDomain\":\"legal contracts\",\"embeddingModel\":\"text-embedding-ada-002\",\"templateDescription\":\"Template for embedding contract clauses and summaries\",\"fieldsToEmbed\":[\"clauses\",\"summary\"],\"preprocessingInstructions\":\"Remove stopwords and legal citations\",\"includeMetadata\":true}",
+ "description": "Embedding template for legal contract clauses and summaries with cleaning instructions and metadata inclusion."
+ },
+ {
+ "inputJson": "{\"documentDomain\":\"scientific papers\",\"embeddingModel\":\"text-embedding-ada-002\",\"templateDescription\":\"Embedding template focusing on abstract and conclusion\",\"fieldsToEmbed\":[\"abstract\",\"conclusion\"],\"preprocessingInstructions\":\"Lowercase, remove references section\",\"includeMetadata\":false}",
+ "description": "Template creation for embeddings of key scientific paper sections without metadata."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createSummary",
+ "description": "Generates a concise textual summary from a provided document to distill key points and main ideas. Accepts raw text or URL input, applies natural language processing to identify salient information, and outputs a summarized version suitable for embedding or quick understanding.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "documentText",
+ "type": "string",
+ "description": "Raw text content of the document to be summarized. Provide either this or documentUrl, but at least one is required.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "documentUrl",
+ "type": "string",
+ "description": "URL of the document to fetch and summarize if documentText is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "summaryLength",
+ "type": "number",
+ "description": "Approximate desired length of the summary in number of sentences. Defaults to 3 sentences.",
+ "required": false,
+ "defaultValue": "3"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the document text for accurate processing (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeKeywords",
+ "type": "boolean",
+ "description": "Whether to append important keywords extracted from the document to the summary output.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated summary text and, optionally, extracted keywords if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing a vector-friendly compact representation of a document's main content, useful for embedding generation, quick previews, or content indexing. Ideal for summarizing lengthy documents into bite-sized textual snippets to improve downstream embedding quality and retrieval speed.",
+ "limitations": "Cannot process multimedia or non-text content directly. Summaries may lose nuanced details in complex or highly technical documents. Quality depends on language support and input document clarity.",
+ "examples": [
+ "Summarize a research article text into 5 sentences.",
+ "Generate a short summary from a news article URL.",
+ "Create a brief summary with keywords from a company report text."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "summary",
+ "document",
+ "nlp",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"documentText\":\"Climate change is causing Earth's average temperatures to rise, leading to various environmental impacts such as melting ice, rising sea levels, and more extreme weather events.\",\"summaryLength\":2,\"includeKeywords\":true}",
+ "description": "Summarizes a short text about climate change into 2 sentences with keywords."
+ },
+ {
+ "inputJson": "{\"documentUrl\":\"https://example.com/long-article\",\"summaryLength\":4,\"language\":\"en\"}",
+ "description": "Generates a 4-sentence summary from an article accessed via URL."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createChecklist",
+ "description": "Generates a structured checklist document embedding from an input checklist defined by items, categories, and optional metadata. It processes the checklist text and metadata to create vector embeddings representing each checklist item and category, enabling semantic search and similarity operations on checklist content.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "checklistTitle",
+ "type": "string",
+ "description": "Title of the checklist document to embed, providing context.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "items",
+ "type": "array",
+ "description": "An array of checklist items; each item is an object with text and optional category tags.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "categories",
+ "type": "array",
+ "description": "Optional array of category names that group checklist items, enhancing semantic structure.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeMetadata",
+ "type": "boolean",
+ "description": "Flag indicating whether to embed additional metadata such as priority or due dates for items.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "The name or identifier of the embedding model to use (e.g., 'default-embedding-v1').",
+ "required": false,
+ "defaultValue": "default-embedding-v1"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the checklist title, a list of embedded items with their vector embeddings, and optionally category embeddings and metadata embeddings if included."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert a detailed checklist document — including categorized items and optional metadata — into vector embeddings for semantic search, similarity detection, or further NLP analysis in AI workflows. Useful for task management platforms, quality assurance processes, or knowledge base indexing that rely on embedding representations of checklist content.",
+ "limitations": "This tool does not perform natural language understanding beyond embedding generation; it cannot interpret checklist semantics, validate item correctness, or generate checklist content. Embedding quality depends on the selected model and input text clarity.",
+ "examples": [
+ "Create a checklist embedding for a product launch QA checklist with items grouped by testing types.",
+ "Generate checklist embeddings from a safety inspection list including priority tags as metadata.",
+ "Convert a project task checklist with categories into embeddings for semantic retrieval."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "checklist",
+ "document",
+ "semantic",
+ "vector",
+ "task",
+ "metadata"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"checklistTitle\":\"Software Release QA Checklist\",\"items\":[{\"text\":\"Verify all unit tests pass\",\"category\":\"Testing\"},{\"text\":\"Update release notes\",\"category\":\"Documentation\"},{\"text\":\"Deploy to staging environment\",\"category\":\"Deployment\"}],\"categories\":[\"Testing\",\"Documentation\",\"Deployment\"],\"includeMetadata\":false}",
+ "description": "Embedding generation for a QA checklist categorized by testing, documentation, and deployment tasks."
+ },
+ {
+ "inputJson": "{\"checklistTitle\":\"Safety Inspection Checklist\",\"items\":[{\"text\":\"Check fire extinguishers expiration date\",\"category\":\"Equipment\",\"priority\":\"High\"},{\"text\":\"Ensure emergency exits are clear\",\"category\":\"Facility\",\"priority\":\"Critical\"}],\"categories\":[\"Equipment\",\"Facility\"],\"includeMetadata\":true}",
+ "description": "Embedding generation for a safety inspection checklist including priority metadata for each item."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createChangelog",
+ "description": "Generates a detailed vector embedding representation of a software project's changelog document. Accepts raw changelog text or structured JSON describing version updates, processes it to capture semantic features and context, and outputs embeddings suitable for similarity search, clustering, or analysis of changelog content evolution.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "changelogText",
+ "type": "string",
+ "description": "Raw text content of the changelog document, including version descriptions and update notes.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "structuredChangelog",
+ "type": "object",
+ "description": "Optional structured JSON object representing the changelog, with versions, dates, and change lists, to generate embeddings from a cleaner input format.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "The identifier of the embedding model to use (e.g., 'text-embedding-ada-002').",
+ "required": false,
+ "defaultValue": "text-embedding-ada-002"
+ },
+ {
+ "name": "includeVersionVectors",
+ "type": "boolean",
+ "description": "Whether to generate separate embeddings for each version section in the changelog instead of a single embedding for the entire document.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the changelog text to optimize embedding model tokenization and accuracy (e.g., 'en').",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated embeddings in vector form. If includeVersionVectors is true, returns a map from version identifiers to embedding arrays; otherwise a single embedding array representing the entire changelog."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI system needs to semantically analyze or index software project changelogs for search, comparison, or trend detection, converting the text content into numerical vector form useful for downstream ML tasks or similarity queries. It supports both raw text and structured changelog inputs and can embed complete documents or individual version entries.",
+ "limitations": "This tool does not generate changelog text, interpret changelog semantics beyond embedding, or validate changelog content correctness.",
+ "examples": [
+ "Generate embedding vectors from a raw changelog text to enable searching for similar updates across projects.",
+ "Create embeddings from structured changelog JSON to cluster software versions by similarity of changes.",
+ "Produce individual embeddings per version section to track semantic changes across software releases."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "changelog",
+ "software",
+ "versioning",
+ "vectorization",
+ "semantic-search"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"changelogText\":\"## v1.0.1 - Bug fixes and minor improvements\\n- Fixed login issue causing crashes\\n- Improved UI response times\",\"embeddingModel\":\"text-embedding-ada-002\",\"includeVersionVectors\":false}",
+ "description": "Generate a single embedding vector from raw changelog text including version and bullet notes."
+ },
+ {
+ "inputJson": "{\"structuredChangelog\":{\"versions\":[{\"version\":\"1.0.0\",\"date\":\"2023-01-15\",\"changes\":[\"Initial release\",\"Core features implemented\"]},{\"version\":\"1.0.1\",\"date\":\"2023-02-01\",\"changes\":[\"Fixed login crash\",\"UI performance optimization\"]}]},\"embeddingModel\":\"text-embedding-ada-002\",\"includeVersionVectors\":true}",
+ "description": "Generate separate embeddings for each version entry from a structured changelog JSON object to analyze the progression of changes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Changelog",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createBrief",
+ "description": "Generates a concise textual summary (brief) for a technical document or dataset description to facilitate embedding creation. Accepts raw text and optional parameters controlling summary length and focus. Outputs a short, coherent brief capturing the document's essential topics, suitable for downstream embedding generation.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The full text content of the technical document or dataset description to summarize.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length of the generated brief summary. Controls brevity.",
+ "required": false,
+ "defaultValue": "300"
+ },
+ {
+ "name": "focusKeywords",
+ "type": "array",
+ "description": "Optional list of keywords to emphasize in the brief summary to guide content focus.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the input text (e.g., 'en') to tailor the summary generation properly.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated brief summary as a string under 'briefText'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when the agent needs to create a concise, coherent summary of a longer technical document or dataset description to generate domain-specific embeddings efficiently. The brief condenses core topics and key information, optimizing embedding quality and retrieval relevance.",
+ "limitations": "This tool cannot generate detailed or extensive summaries; it produces brief overviews only. It may not capture very nuanced or implicit information and depends on quality and clarity of the input text.",
+ "examples": [
+ "Create a brief summary of a long machine learning research paper abstract for embedding.",
+ "Generate a concise overview focusing on specified keywords within a dataset documentation to support semantic search embedding.",
+ "Produce a short summary in English from a longer textual description of a technical specification document."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "summary",
+ "brief",
+ "technical-document",
+ "nlp",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"This document describes the architecture and implementation details of a distributed machine learning framework designed to scale training across multiple GPUs and nodes. It includes modular components for data ingestion, model parallelism, and fault tolerance.\",\"maxLength\":250,\"focusKeywords\":[\"distributed\",\"machine learning\",\"scaling\"]}",
+ "description": "Summarize a technical document about a distributed machine learning system focusing on scaling and architecture."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createTranscript",
+ "description": "Generates vector embeddings from a transcript text input. Accepts raw transcript text, optionally segmented by speaker or timestamp, processes the content by embedding meaningful segments, and outputs an array of embedding vectors each tied to portions of the transcript for semantic search or analysis.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "transcriptText",
+ "type": "string",
+ "description": "Raw transcript text to embed, can include speaker labels or timestamps.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "segmentBy",
+ "type": "string",
+ "description": "How to segment the transcript for embedding generation: 'sentence', 'paragraph', or 'speaker'.",
+ "required": false,
+ "defaultValue": "sentence"
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "The name or type of embedding model to use for vector generation.",
+ "required": false,
+ "defaultValue": "default-embedding-model"
+ },
+ {
+ "name": "includeTimestamps",
+ "type": "boolean",
+ "description": "Whether to include timestamps in the output alongside embeddings if available in transcript.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "maxSegmentLength",
+ "type": "number",
+ "description": "Maximum number of tokens or words per segment to embed; longer segments will be split.",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing an array of embeddings, each with its associated transcript segment text, optional speaker label, and optional timestamp information if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have a transcript of spoken content (like meetings, interviews, lectures) and need to produce vector embeddings to enable semantic search, content clustering, or downstream NLP tasks. It supports segmentation by sentence, paragraph, or speaker to tailor embeddings granularity.",
+ "limitations": "This tool cannot perform the initial transcription from audio or video; it requires the transcript text as input. It also relies on an available compatible embedding model and does not handle embedding fine-tuning or training.",
+ "examples": [
+ "Generate embeddings from an interview transcript segmented by speaker labels.",
+ "Create embeddings for a meeting transcript segmented by paragraph for later semantic retrieval.",
+ "Produce vector embeddings from a lecture transcript with timestamp data included in output."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "transcript",
+ "semantic-search",
+ "NLP",
+ "vectorization",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"transcriptText\":\"Speaker A: Hello, and welcome to the meeting. Speaker B: Thank you, glad to be here.\",\"segmentBy\":\"speaker\",\"embeddingModel\":\"default-embedding-model\",\"includeTimestamps\":false,\"maxSegmentLength\":500}",
+ "description": "Create embeddings segmenting the transcript by speaker turns for a short dialogue."
+ },
+ {
+ "inputJson": "{\"transcriptText\":\"Today we discuss quarterly goals. First, the marketing targets. Then, the financial outlook.\",\"segmentBy\":\"sentence\",\"embeddingModel\":\"default-embedding-model\",\"includeTimestamps\":false,\"maxSegmentLength\":300}",
+ "description": "Generate embeddings from a transcript segmented by sentence for fine-grained semantic indexing."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createMinutes",
+ "description": "Generates vector embeddings from meeting minutes text to capture semantic content for advanced search, clustering, and analysis. Accepts raw text or structured minutes, processes sentence or paragraph segments into embeddings, and returns vectors with metadata for downstream AI tasks.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "minutesText",
+ "type": "string",
+ "description": "The raw text content of the meeting minutes to be converted into embeddings.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "segmentLevel",
+ "type": "string",
+ "description": "Granularity level of embedding generation: 'sentence' or 'paragraph'. Determines how the text is split before embedding.",
+ "required": false,
+ "defaultValue": "paragraph"
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "The identifier of the embedding model to use, e.g., 'text-embedding-ada-002'.",
+ "required": false,
+ "defaultValue": "text-embedding-ada-002"
+ },
+ {
+ "name": "includeMetadata",
+ "type": "boolean",
+ "description": "If true, includes metadata like segment index and timestamp references in the output for each embedding vector.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxTokensPerSegment",
+ "type": "number",
+ "description": "Maximum token count allowed per segment to ensure embedding model compatibility.",
+ "required": false,
+ "defaultValue": "512"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing embeddings as arrays of floats, their corresponding text segments, and optional metadata such as segment indices and timestamps."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when converting meeting minutes text into numerical vector embeddings to enable semantic search, similarity detection, topic clustering, or machine learning analysis. Ideal for situations where minutes text needs to be transformed from unstructured or semi-structured form into searchable vector formats for downstream AI tasks.",
+ "limitations": "This tool does not summarize, transcribe, or interpret meeting content. It only converts provided text into embeddings and requires pre-existing text input. Effectiveness depends on input quality and embedding model capabilities.",
+ "examples": [
+ "Create vector embeddings for the paragraphs in our last project's meeting minutes to index in our search system.",
+ "Generate sentence-level embeddings from a structured minutes document for topic modeling.",
+ "Convert raw minutes text into embeddings including metadata for downstream AI analysis."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "meeting-minutes",
+ "vectorization",
+ "text-processing",
+ "semantic-search",
+ "AI-preprocessing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"minutesText\":\"Attendees discussed project timeline delays and agreed to adjust milestones accordingly. The budget review highlighted increased costs due to resource changes.\",\"segmentLevel\":\"paragraph\",\"embeddingModel\":\"text-embedding-ada-002\",\"includeMetadata\":true}",
+ "description": "Generate paragraph-level embeddings for provided minutes text including metadata."
+ },
+ {
+ "inputJson": "{\"minutesText\":\"The kickoff meeting started with introductions. Action items were assigned to team leads.\",\"segmentLevel\":\"sentence\",\"embeddingModel\":\"text-embedding-001\",\"includeMetadata\":false}",
+ "description": "Generate sentence-level embeddings without metadata for short minutes text."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createBlogPost",
+ "description": "Generates a vector embedding for a given blog post content to facilitate semantic search, recommendation, or clustering tasks. Accepts raw blog post text and optional metadata, processes the text through an embedding model, and outputs a high-dimensional vector representation along with key metadata.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title of the blog post to generate embeddings for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "content",
+ "type": "string",
+ "description": "The textual content of the blog post to embed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Name of the author of the blog post, used as metadata.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tags",
+ "type": "array",
+ "description": "Array of tags or keywords associated with the blog post for context.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code (e.g., 'en') of the blog post content to select appropriate embedding model.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Specifies which embedding model to use (e.g., 'transformer-base').",
+ "required": false,
+ "defaultValue": "transformer-base"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the vector embedding array and blog post metadata including title, author, tags, and language."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to represent blog posts as fixed-size numerical vectors for applications like semantic search, content recommendation, similarity analysis, or clustering. It is valuable in content management systems, search engines, and personalized content delivery platforms that leverage semantic understanding of blog articles.",
+ "limitations": "This tool does not generate summary or extractive content from the blog post, nor does it handle image or multimedia content embeddings. The quality of embeddings depends on the selected embedding model and the quality of input text.",
+ "examples": [
+ "Generate embeddings to enable semantic search over a corpus of blog posts.",
+ "Create vector representations to cluster blog posts by topic or style.",
+ "Produce embeddings for blog posts to power recommendation engines based on content similarity."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "blog",
+ "vectorization",
+ "semantic-search",
+ "content-management",
+ "nlp"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"How to Boost Productivity with AI\",\"content\":\"Artificial Intelligence dramatically improves productivity by automating tasks.\",\"author\":\"Jane Doe\",\"tags\":[\"AI\",\"productivity\",\"automation\"],\"language\":\"en\"}",
+ "description": "Create an embedding for a blog post about AI improving productivity, including metadata."
+ },
+ {
+ "inputJson": "{\"title\":\"La gestion du temps efficace\",\"content\":\"Gérer son temps est essentiel pour réussir au travail.\",\"author\":\"Jean Dupont\",\"tags\":[\"gestion du temps\",\"efficacité\"],\"language\":\"fr\"}",
+ "description": "Generate embedding for a French language blog post about effective time management."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createReleaseNotes",
+ "description": "Generates vector embeddings representing the content of software release notes. Accepts the raw text or structured changelog entries, processes the textual data to create dense numerical vectors suitable for semantic search, clustering, or downstream machine learning tasks, and returns the embedding vector along with metadata.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "releaseNotesText",
+ "type": "string",
+ "description": "Raw text content of the release notes to embed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "documentTitle",
+ "type": "string",
+ "description": "Optional title or version identifier of the release notes document.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "Identifier of the embedding model to use (e.g., 'text-embedding-ada-002').",
+ "required": false,
+ "defaultValue": "text-embedding-ada-002"
+ },
+ {
+ "name": "normalizeVector",
+ "type": "boolean",
+ "description": "Whether to L2-normalize the resulting embedding vector before returning it.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing the embedding vector as an array of floats, along with metadata such as model and input info."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an application needs to convert release notes text into vector embeddings for similarity search, semantic analysis, or indexing in a vector database. It is useful in scenarios like recommending relevant release notes, clustering changelogs by topic, or integrating release information as knowledge vectors.",
+ "limitations": "This tool only generates embeddings for textual release notes content. It does not summarize, parse detailed changelog semantics, or generate release notes from diff data.",
+ "examples": [
+ "Generate an embedding for the latest software version release notes to enable searching for breaking changes.",
+ "Create vectors for multiple release notes documents to support clustering similar updates.",
+ "Embed changelog entries to facilitate semantic filtering in a documentation portal."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "release notes",
+ "changelog",
+ "vectorization",
+ "semantic search",
+ "documentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"releaseNotesText\":\"Version 2.5.0 includes new authentication features, bug fixes, and performance improvements.\",\"documentTitle\":\"App Release 2.5.0\"}",
+ "description": "Embedding generation for a small release note text describing features and fixes in version 2.5.0."
+ },
+ {
+ "inputJson": "{\"releaseNotesText\":\"- Added OAuth2 login support\\n- Fixed memory leak issue on data sync\\n- Improved dashboard loading time by 40%\",\"embeddingModel\":\"text-embedding-ada-002\",\"normalizeVector\":true}",
+ "description": "Embedding for structured changelog bullet points, using the default embedding model with normalization."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "ReleaseNotes",
+ "context": null
+ }
+ },
+ {
+ "name": "embedding-generation.createArticle",
+ "description": "Generates a vector embedding representation for a full article or document text. Accepts the article content as plain text or markdown, performs linguistic and semantic processing, and outputs a fixed-length numerical vector suitable for downstream tasks like semantic search, clustering, or classification.",
+ "category": "embedding-generation",
+ "parameters": [
+ {
+ "name": "articleText",
+ "type": "string",
+ "description": "The full text content of the article or document to embed. Required, should be at least a few sentences and can be multiple paragraphs.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "embeddingModel",
+ "type": "string",
+ "description": "The identifier of the embedding model to use (e.g., 'distilbert-base-nli-stsb-mean-tokens'). Defaults to a general-purpose semantic embedding model.",
+ "required": false,
+ "defaultValue": "all-mpnet-base-v2"
+ },
+ {
+ "name": "normalizeEmbedding",
+ "type": "boolean",
+ "description": "Whether to apply normalization (e.g., L2 norm) to the embedding vector.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxTokens",
+ "type": "number",
+ "description": "Maximum tokens from the article text to use for embedding to limit size. Articles longer than this are truncated or split before embedding.",
+ "required": false,
+ "defaultValue": "512"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the vector embedding as a float array, the embedding dimension, and metadata such as the model used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert article or document text into fixed-length vector embeddings for semantic search, similarity comparison, clustering, or as input features for machine learning models. It is suited for whole-article embeddings rather than short snippets or single sentences.",
+ "limitations": "This tool only produces embeddings for the text provided; it does not summarize, translate, or extract key phrases. Very long articles exceeding token limits must be truncated or chunked externally. Quality depends on the embedding model's capabilities.",
+ "examples": [
+ "Generate an embedding vector for a news article to compare with other articles for topic similarity.",
+ "Embed a research paper abstract and body text to enable semantic retrieval in a document database.",
+ "Create vector representation of blog posts for clustering analysis."
+ ]
+ },
+ "tags": [
+ "embedding",
+ "generation",
+ "article",
+ "document",
+ "nlp",
+ "semantic",
+ "vector"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"articleText\":\"In recent years, advances in artificial intelligence have transformed various industries...\",\"embeddingModel\":\"all-mpnet-base-v2\",\"normalizeEmbedding\":true,\"maxTokens\":512}",
+ "description": "Create normalized embedding for a news article using default model and token limit."
+ },
+ {
+ "inputJson": "{\"articleText\":\"# Machine Learning Trends\\nThis article explores the latest trends in machine learning including transformer models...\",\"embeddingModel\":\"distilbert-base-nli-stsb-mean-tokens\",\"normalizeEmbedding\":false,\"maxTokens\":256}",
+ "description": "Generate unnormalized embedding for a markdown formatted technical article using a specific model and smaller max tokens."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "file-operations.downloadHTML",
+ "description": "Downloads HTML content from a specified URL or from provided raw HTML text, and saves it as an .html file locally or returns it as a string. Supports optional filename and encoding settings for the saved file.",
+ "category": "file-operations",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The URL of the webpage to download the HTML content from. Required if rawHtml is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "rawHtml",
+ "type": "string",
+ "description": "Raw HTML content provided as a string to save directly without fetching. Required if url is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fileName",
+ "type": "string",
+ "description": "Name of the file to save the HTML content into, default is 'download.html'.",
+ "required": false,
+ "defaultValue": "download.html"
+ },
+ {
+ "name": "encoding",
+ "type": "string",
+ "description": "Character encoding for the saved HTML file, default is 'utf-8'.",
+ "required": false,
+ "defaultValue": "utf-8"
+ },
+ {
+ "name": "saveToFile",
+ "type": "boolean",
+ "description": "Whether to save the HTML content to a file. If false, returns raw HTML string instead.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the filename (if saved) and the HTML content as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to download and store HTML content from the web or save raw HTML as a file. Useful for archiving pages, offline viewing, or preprocessing HTML for further analysis or rendering.",
+ "limitations": "Cannot download pages behind authentication or with complex JavaScript rendering. RawHtml input cannot be validated or sanitized by this tool.",
+ "examples": [
+ "Download the homepage of example.com and save it as 'example.html'.",
+ "Save provided raw HTML code as a local HTML file.",
+ "Return the raw HTML content as a string without saving to file."
+ ]
+ },
+ "tags": [
+ "file",
+ "download",
+ "HTML",
+ "web",
+ "archiving",
+ "offline"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\": \"https://example.com\", \"fileName\": \"example.html\", \"saveToFile\": true}",
+ "description": "Download HTML content from 'https://example.com' and save as 'example.html'"
+ },
+ {
+ "inputJson": "{\"rawHtml\": \"See attached.
\",\"isHtml\":true,\"attachments\":[{\"filename\":\"report.pdf\",\"content\":\"JVBERi0xLjcKJ...base64encodedpdf==\"}]}",
+ "description": "Send an HTML email with an attachment and CC to a team mailing list."
+ },
+ {
+ "inputJson": "{\"to\":[\"customer1@example.com\",\"customer2@example.com\"],\"bcc\":[\"audit@example.com\"],\"subject\":\"Service Update\",\"body\":\"The service will be down for maintenance tonight.\",\"isHtml\":false}",
+ "description": "Send a plaintext notification email to multiple recipients with a BCC for audit purposes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "messaging.sendReply",
+ "description": "Sends a reply message within an existing chat or conversation thread. Accepts the conversation or message ID, the reply content, and optional metadata like attachments or mentions. Processes the input by posting the reply in context and returns the status and sent message details.",
+ "category": "messaging",
+ "parameters": [
+ {
+ "name": "conversationId",
+ "type": "string",
+ "description": "ID of the conversation or thread to which the reply is sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "replyToMessageId",
+ "type": "string",
+ "description": "ID of the specific message being replied to within the conversation.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageContent",
+ "type": "string",
+ "description": "Text content of the reply message to send.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Optional list of attachment objects (e.g., files, images) to include in the reply.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "mentions",
+ "type": "array",
+ "description": "Optional list of user IDs to mention directly in the reply message.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "sendAsHtml",
+ "type": "boolean",
+ "description": "Flag indicating if messageContent includes HTML formatting to render.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the status of the send operation, the ID of the newly created reply message, timestamp, and any error details if applicable."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to send a reply message in an ongoing chat or messaging conversation, for example to answer user queries, continue discussions, or provide context-specific responses within a thread.",
+ "limitations": "This tool cannot initiate new conversations or send messages outside of an existing conversation context. It also does not handle message editing or deletion.",
+ "examples": [
+ "Send a reply to a user's question within a support chat thread.",
+ "Reply to a specific message with an attached image in a group chat.",
+ "Mention specific users in a reply message to notify them in the conversation."
+ ]
+ },
+ "tags": [
+ "messaging",
+ "reply",
+ "chat",
+ "conversation",
+ "real-time",
+ "communication",
+ "integration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"conversationId\":\"conv12345\",\"replyToMessageId\":\"msg67890\",\"messageContent\":\"Thank you for your message! We'll look into it.\",\"attachments\":[],\"mentions\":[],\"sendAsHtml\":false}",
+ "description": "Replying with a simple text thank-you message to a specific message in a conversation."
+ },
+ {
+ "inputJson": "{\"conversationId\":\"groupchat567\",\"messageContent\":\"Here's the report you asked for.\",\"attachments\":[{\"type\":\"file\",\"url\":\"https://fileserver.com/report.pdf\",\"fileName\":\"report.pdf\"}],\"mentions\":[\"user789\"],\"sendAsHtml\":false}",
+ "description": "Sending a reply in a group chat that includes a file attachment and mentions a user."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "messaging.sendThread",
+ "description": "Sends a complete thread of messages to a specified chat or messaging channel. Accepts a thread ID or array of message objects with sender, content, and timestamps; posts the entire conversation context to the target destination, enabling bulk or replayed message delivery. Returns confirmation of successful delivery and message IDs.",
+ "category": "messaging",
+ "parameters": [
+ {
+ "name": "threadId",
+ "type": "string",
+ "description": "Unique identifier of the thread to send; if provided, messages are fetched automatically.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "messages",
+ "type": "array",
+ "description": "Array of message objects to send as a thread; overrides threadId if provided. Each message includes sender, content, and timestamp.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "destinationChannelId",
+ "type": "string",
+ "description": "Identifier of the channel or chat to which the thread will be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "preserveTimestamps",
+ "type": "boolean",
+ "description": "Whether to preserve original message timestamps in the sent thread (true) or use current sending time (false).",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "notifyUsers",
+ "type": "boolean",
+ "description": "If true, users involved in the thread will receive notifications for the newly sent messages.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with a status string indicating success or failure, the destination channel ID, and an array of sent message IDs confirming delivery."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to send or replicate an entire conversation thread from one channel or thread to another, such as migrating conversations, reposting historic chat context, or bulk message sending with context intact. It handles multiple messages atomically, preserving order and optionally timestamps.",
+ "limitations": "Cannot fetch messages from threads without valid threadId or messages array; message format must be valid. Does not perform message content moderation or transformations. Delivery depends on destination channel permissions and availability.",
+ "examples": [
+ "Send an archived chat thread to a new project channel for team onboarding.",
+ "Replay a discussion from a support ticket thread to an escalation channel.",
+ "Bulk-send messages from exported chat logs to recreate conversation in backup system."
+ ]
+ },
+ "tags": [
+ "messaging",
+ "thread",
+ "send",
+ "chat",
+ "conversation",
+ "bulk-send"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"threadId\":\"thread-12345\",\"destinationChannelId\":\"channel-6789\",\"preserveTimestamps\":true,\"notifyUsers\":false}",
+ "description": "Send an existing thread identified by thread-12345 to channel-6789, preserving original timestamps and disabling user notifications."
+ },
+ {
+ "inputJson": "{\"messages\":[{\"sender\":\"user1\",\"content\":\"Hello team!\",\"timestamp\":1685967600000},{\"sender\":\"user2\",\"content\":\"Hi! How can I help?\",\"timestamp\":1685967660000}],\"destinationChannelId\":\"channel-9876\",\"preserveTimestamps\":false,\"notifyUsers\":true}",
+ "description": "Send a custom array of messages as a thread to channel-9876, using current timestamp and notifying users."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Thread",
+ "context": null
+ }
+ },
+ {
+ "name": "messaging.sendComment",
+ "description": "Sends a text comment to a specified channel or thread within a real-time messaging system. Accepts inputs including the message content, target channel or thread ID, and optional metadata like user identity or reply references. Processes formatting and delivers the comment to the messaging backend, returning a confirmation of delivery and the unique comment ID.",
+ "category": "messaging",
+ "parameters": [
+ {
+ "name": "content",
+ "type": "string",
+ "description": "The text content of the comment to send. Supports plain text and basic formatting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "channelId",
+ "type": "string",
+ "description": "Identifier of the channel or conversation where the comment should be posted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "threadId",
+ "type": "string",
+ "description": "Optional identifier of the parent thread to reply within a thread context.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "userId",
+ "type": "string",
+ "description": "Identifier representing the user sending the comment, for authentication or attribution.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Optional array of file or media attachments metadata to include with the comment.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "mentionUserIds",
+ "type": "array",
+ "description": "Optional array of user IDs to mention/highlight in the comment text.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "formatting",
+ "type": "string",
+ "description": "Optional formatting style or markup language for the comment (e.g., markdown, HTML).",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing details of the sent comment, including unique comment ID, timestamp, and status confirmation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool whenever your goal is to post a new comment or message in a real-time chat or messaging platform, especially to notify others, continue a conversation thread, or log communication. It handles both new channel messages and threaded replies with optional mentions or attachments.",
+ "limitations": "This tool does not handle editing or deleting comments after sending, nor does it guarantee delivery beyond confirmation from the messaging backend. It cannot translate or generate comment content automatically.",
+ "examples": [
+ "Send a new comment to channel 'general' with a greeting message.",
+ "Reply to a specific thread in a project channel with feedback.",
+ "Post a comment including mentions and an image attachment in a team chat."
+ ]
+ },
+ "tags": [
+ "messaging",
+ "send",
+ "comment",
+ "chat",
+ "real-time",
+ "thread",
+ "mention"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"content\":\"Hello team, please review the latest update.\",\"channelId\":\"general\",\"userId\":\"user_123\"}",
+ "description": "Send a simple comment with a greeting to the 'general' channel."
+ },
+ {
+ "inputJson": "{\"content\":\"I agree with the above point.\",\"channelId\":\"project-x\",\"threadId\":\"thread789\",\"userId\":\"user_456\"}",
+ "description": "Reply within a specific thread in the 'project-x' channel."
+ },
+ {
+ "inputJson": "{\"content\":\"FYI @john_doe, here's the report.\",\"channelId\":\"team-chat\",\"mentionUserIds\":[\"john_doe\"],\"attachments\":[{\"type\":\"image\",\"url\":\"http://example.com/report.png\"}],\"userId\":\"user_789\"}",
+ "description": "Send a comment mentioning a user and attaching an image in a team chat."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Comment",
+ "context": null
+ }
+ },
+ {
+ "name": "messaging.sendChannel",
+ "description": "Sends a text message to a specified messaging channel in a chat or collaboration platform. It accepts channel ID or name, message content, optional attachments or mentions, then posts the message via the platform's API. Returns confirmation status with message ID and timestamp.",
+ "category": "messaging",
+ "parameters": [
+ {
+ "name": "channelId",
+ "type": "string",
+ "description": "Unique identifier of the target channel to send the message to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageText",
+ "type": "string",
+ "description": "The text content of the message to send to the channel.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Optional array of attachment objects such as images, files, or rich media to include with the message.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "mentions",
+ "type": "array",
+ "description": "Optional array of user IDs or usernames to mention in the message for notifications.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Optional priority level of the message, e.g., 'normal', 'high'; influences notification behavior if supported.",
+ "required": false,
+ "defaultValue": "normal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "The result object containing status of sending, message unique identifier, channel, and timestamp."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to post information, alerts, or responses into a team or public chat channel for communication or notification purposes.",
+ "limitations": "Does not support editing or deleting messages once sent; message formatting is limited to supported platform features; cannot send to private channels without proper permissions.",
+ "examples": [
+ "Send a status update message to the project channel.",
+ "Notify a team channel of an important alert with user mentions.",
+ "Post a daily report with an attachment to a specific chat channel."
+ ]
+ },
+ "tags": [
+ "messaging",
+ "send",
+ "channel",
+ "chat",
+ "communication",
+ "notification",
+ "integration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelId\":\"proj-team-123\",\"messageText\":\"Deployment completed successfully.\",\"attachments\":[],\"mentions\":[]}",
+ "description": "Send a simple text message notifying deployment success to project team channel."
+ },
+ {
+ "inputJson": "{\"channelId\":\"alerts-001\",\"messageText\":\"Urgent: Server CPU usage over 90%!\",\"attachments\":[],\"mentions\":[\"adminUser1\",\"devOpsLead\"]}",
+ "description": "Send an urgent alert message mentioning admins in the alerts channel."
+ },
+ {
+ "inputJson": "{\"channelId\":\"reports-2024\",\"messageText\":\"Here is the weekly usage report.\",\"attachments\":[{\"type\":\"file\",\"url\":\"https://fileserver.com/report.pdf\",\"filename\":\"usage_report.pdf\"}],\"mentions\":[]}",
+ "description": "Send a weekly report with a PDF attachment to the reports channel."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Channel",
+ "context": null
+ }
+ },
+ {
+ "name": "messaging.sendMention",
+ "description": "Sends a mention notification in a real-time messaging channel or conversation by tagging one or more users in a message. Accepts channel or conversation ID, user identifiers to mention, and message content, then posts the composed message with mentions. Returns message ID and status confirmation.",
+ "category": "messaging",
+ "parameters": [
+ {
+ "name": "channelId",
+ "type": "string",
+ "description": "The unique identifier of the messaging channel or conversation where the mention will be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "userIds",
+ "type": "array",
+ "description": "Array of user identifiers to mention/tag in the message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageText",
+ "type": "string",
+ "description": "The content of the message to send, which will include mentions of specified users.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "silent",
+ "type": "boolean",
+ "description": "If true, sends the mention message without triggering notification sounds for mentioned users.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "threadId",
+ "type": "string",
+ "description": "Optional thread or parent message ID to send this mention as a reply within a thread.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the unique identifier of the sent message and a status indicating success or failure."
+ },
+ "aiAgent": {
+ "useCase": "This tool is used when an AI agent needs to notify or draw specific users' attention within a messaging platform by directly mentioning them, ensuring the message is received in context. Useful for collaborative environments, task updates, or alerting team members in chats.",
+ "limitations": "This tool cannot create channels or retrieve user IDs; it only sends mentions in existing channels. It can't guarantee message delivery if users have notification settings that suppress mentions.",
+ "examples": [
+ "Mention user(s) in a project update channel to alert about a new task assignment.",
+ "Send a mention within a thread to request clarification from a specific user.",
+ "Notify multiple team members in a general chat by sending a message tagging them all."
+ ]
+ },
+ "tags": [
+ "messaging",
+ "mention",
+ "notification",
+ "real-time",
+ "chat",
+ "collaboration",
+ "tagging"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelId\":\"channel_12345\",\"userIds\":[\"user_6789\"],\"messageText\":\"@user_6789 Please review the latest design doc.\"}",
+ "description": "Mention a single user in the general project discussion channel to request document review."
+ },
+ {
+ "inputJson": "{\"channelId\":\"team_chat_987\",\"userIds\":[\"user_123\",\"user_456\"],\"messageText\":\"@user_123 @user_456 Please confirm your availability for the meeting.\",\"silent\":true}",
+ "description": "Send a silent mention to two team members asking about meeting availability in the team chat."
+ },
+ {
+ "inputJson": "{\"channelId\":\"support_channel\",\"userIds\":[\"agent007\"],\"messageText\":\"@agent007 Can you please check the status of ticket #54321?\",\"threadId\":\"msg_7890\"}",
+ "description": "Mention a specific support agent in a reply within a support ticket thread to check ticket status."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Mention",
+ "context": null
+ }
+ },
+ {
+ "name": "email-communication.sendReply",
+ "description": "Sends a reply email to a specified original message. Accepts the original email ID or message reference, the reply content, optional subject override, attachments, and options for CC/BCC. Processes formatting and sends the reply maintaining email threading. Returns status and message ID of the sent reply.",
+ "category": "email-communication",
+ "parameters": [
+ {
+ "name": "originalMessageId",
+ "type": "string",
+ "description": "The unique identifier of the original email message to which this is a reply.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "replyContent",
+ "type": "string",
+ "description": "The body content of the reply email, supports plain text or HTML markup.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Optional override for the email subject of the reply. If empty, original subject with 'Re:' prefix is used.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "ccRecipients",
+ "type": "array",
+ "description": "Optional array of email addresses to CC on the reply.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "bccRecipients",
+ "type": "array",
+ "description": "Optional array of email addresses to BCC on the reply.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Optional array of attachments to include in the reply email, each with filename and base64 content.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "isHtml",
+ "type": "boolean",
+ "description": "Flag indicating if the replyContent is formatted as HTML (true) or plain text (false).",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the status of the send operation, message ID of the sent reply, and any error messages if applicable."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to send a contextual reply to an existing email thread, preserving original conversation context and formatting. Suitable for automating customer support replies, user notifications, or assistant responses to received emails.",
+ "limitations": "Cannot compose an initial email unrelated to a previous message. Does not handle complex template rendering beyond supplied replyContent. Attachment size limits and recipient validation must be managed externally.",
+ "examples": [
+ "Reply to a customer support email confirming issue resolution.",
+ "Send a quick follow-up answer to a meeting scheduling email.",
+ "Include an attachment in a reply email to a project discussion."
+ ]
+ },
+ "tags": [
+ "email",
+ "reply",
+ "communication",
+ "automation",
+ "customer-support",
+ "threading"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\n \"originalMessageId\": \"abc123xyz\",\n \"replyContent\": \"Thank you for your message. We have resolved the issue you reported.\",\n \"subject\": \"\",\n \"ccRecipients\": [],\n \"bccRecipients\": [],\n \"attachments\": [],\n \"isHtml\": false\n}",
+ "description": "Send a plain text reply confirming issue resolution without changing subject or adding recipients."
+ },
+ {
+ "inputJson": "{\n \"originalMessageId\": \"msg789\",\n \"replyContent\": \"Please find the attached report as requested.
\",\n \"subject\": \"Project Report Attached\",\n \"ccRecipients\": [\"manager@example.com\"],\n \"bccRecipients\": [],\n \"attachments\": [{\"filename\": \"report.pdf\", \"contentBase64\": \"JVBERi0xLjQKJ...\"}],\n \"isHtml\": true\n}",
+ "description": "Send an HTML reply with an attachment and custom subject, CC'ing the manager."
+ },
+ {
+ "inputJson": "{\n \"originalMessageId\": \"email001\",\n \"replyContent\": \"Looking forward to our meeting next week.\",\n \"subject\": \"\",\n \"ccRecipients\": [],\n \"bccRecipients\": [\"hr@example.com\"],\n \"attachments\": [],\n \"isHtml\": false\n}",
+ "description": "Send a plain text reply with a BCC recipient and default reply subject."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "messaging.sendMessage",
+ "description": "Sends a real-time message to a specified chat channel or user. Accepts inputs like recipient ID, message content, and optional metadata such as attachments or priority flags. Processes the inputs to deliver the message via the messaging platform and returns a message status with delivery details.",
+ "category": "messaging",
+ "parameters": [
+ {
+ "name": "recipientId",
+ "type": "string",
+ "description": "The unique identifier of the target user or channel to send the message to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageText",
+ "type": "string",
+ "description": "The text content of the message to be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Optional array of attachment objects containing URLs or base64 encoded content to include with the message.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "isUrgent",
+ "type": "boolean",
+ "description": "Flag indicating if the message should be marked as urgent or high priority.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "formatting",
+ "type": "string",
+ "description": "Optional parameter indicating the message formatting style like markdown or plain text.",
+ "required": false,
+ "defaultValue": "plain"
+ },
+ {
+ "name": "sendAsUserId",
+ "type": "string",
+ "description": "Optional user ID to send the message on behalf of; if not set, sends as system or bot user.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing message delivery status information including success flag, message ID, timestamp, and an error message if failed."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically send messages in real time to specific users or channels within a chat or messaging platform, such as notifications, alerts, or chat responses. It supports both text and attachments, as well as urgency marking, allowing for versatile messaging scenarios.",
+ "limitations": "This tool does not handle message retrieval, editing, or deletion. It also does not manage user presence or multi-channel broadcasting beyond individual recipient IDs.",
+ "examples": [
+ "Send a welcome message to a new user with optional attachments.",
+ "Notify a support agent with an urgent alert message.",
+ "Post a formatted markdown announcement to a group chat."
+ ]
+ },
+ "tags": [
+ "messaging",
+ "real-time",
+ "send",
+ "chat",
+ "notification",
+ "text",
+ "attachments"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientId\":\"user_12345\",\"messageText\":\"Hello! Your appointment is confirmed for tomorrow at 10 AM.\",\"attachments\":[],\"isUrgent\":false,\"formatting\":\"plain\",\"sendAsUserId\":\"\"}",
+ "description": "Send a simple appointment confirmation message to a user."
+ },
+ {
+ "inputJson": "{\"recipientId\":\"channel_support\",\"messageText\":\"**Urgent:** Server outage detected. Immediate action required.\",\"attachments\":[],\"isUrgent\":true,\"formatting\":\"markdown\",\"sendAsUserId\":\"bot_system\"}",
+ "description": "Send an urgent markdown-formatted alert to support channel from system bot."
+ },
+ {
+ "inputJson": "{\"recipientId\":\"user_67890\",\"messageText\":\"Here's the report you requested.\",\"attachments\":[{\"type\":\"pdf\",\"url\":\"https://example.com/report.pdf\"}],\"isUrgent\":false,\"formatting\":\"plain\",\"sendAsUserId\":\"user_manager\"}",
+ "description": "Send a plain text message with a PDF report attachment on behalf of a manager."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Message",
+ "context": null
+ }
+ },
+ {
+ "name": "messaging.sendNotification",
+ "description": "Sends a real-time notification message to one or more users or devices. Accepts parameters such as recipient IDs, message content, notification type, and optional metadata for context or display customization. Returns a status indicating success or failure for each recipient along with any error messages.",
+ "category": "messaging",
+ "parameters": [
+ {
+ "name": "recipientIds",
+ "type": "array",
+ "description": "Array of recipient user or device IDs to send the notification to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title or headline of the notification message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "message",
+ "type": "string",
+ "description": "The main content or body of the notification message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "notificationType",
+ "type": "string",
+ "description": "The category or type of notification (e.g., 'info', 'warning', 'alert').",
+ "required": false,
+ "defaultValue": "info"
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Priority level of the notification ('low', 'normal', 'high').",
+ "required": false,
+ "defaultValue": "normal"
+ },
+ {
+ "name": "silent",
+ "type": "boolean",
+ "description": "If true, sends the notification silently without sound or vibration.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "dataPayload",
+ "type": "object",
+ "description": "Additional key-value pairs to include in the notification for handling on client side.",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the success status and error info for each recipient."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to deliver timely alerts, messages, or updates directly to users' devices or sessions, such as app notifications, system alerts, or chat updates. It is ideal when you know recipient identifiers and want to customize notification appearance or behavior.",
+ "limitations": "Does not handle scheduling future notifications or batch queuing. Does not support rich media attachments (images, sounds). Relies on existing recipient IDs and available messaging infrastructure.",
+ "examples": [
+ "Send a high priority alert to multiple users about system downtime.",
+ "Send a silent update notification with additional data to one device.",
+ "Notify users about a new chat message with customized title and message content."
+ ]
+ },
+ "tags": [
+ "messaging",
+ "notification",
+ "real-time",
+ "alert",
+ "push"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientIds\":[\"user123\",\"user456\"],\"title\":\"System Maintenance\",\"message\":\"Scheduled maintenance at midnight.\",\"notificationType\":\"alert\",\"priority\":\"high\"}",
+ "description": "Send a high priority alert notification to multiple users about maintenance."
+ },
+ {
+ "inputJson": "{\"recipientIds\":[\"device789\"],\"title\":\"Background Sync\",\"message\":\"Your data has been synced.\",\"silent\":true}",
+ "description": "Send a silent notification to a device confirming background data sync."
+ },
+ {
+ "inputJson": "{\"recipientIds\":[\"user321\"],\"title\":\"New Message\",\"message\":\"You have a new chat message from Alice.\",\"dataPayload\":{\"chatId\":\"chat987\"}}",
+ "description": "Notify a user about a new chat message including chat context data."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Notification",
+ "context": null
+ }
+ },
+ {
+ "name": "messaging.sendAlert",
+ "description": "Sends a security alert message to specified users or channels in a messaging platform. Accepts alert content, severity levels, target recipients, and optional metadata. Processes the input to format the alert and delivers a confirmation response on success or failure.",
+ "category": "messaging",
+ "parameters": [
+ {
+ "name": "alertTitle",
+ "type": "string",
+ "description": "Title or headline of the alert message to be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "alertMessage",
+ "type": "string",
+ "description": "Detailed text content of the security alert.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "severityLevel",
+ "type": "string",
+ "description": "Severity classification of the alert such as 'info', 'warning', 'critical'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipients",
+ "type": "array",
+ "description": "Array of user IDs, usernames, or channel identifiers who will receive the alert.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "channelType",
+ "type": "string",
+ "description": "Type of channel for delivery such as 'direct', 'group', or 'broadcast'.",
+ "required": false,
+ "defaultValue": "direct"
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional additional key-value pairs providing context or tags for the alert.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Result object containing status of the alert sending process including success flag, message ID if successful, and error details if failed."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a security issue or important system event needs to be communicated promptly to specific users or groups in a messaging environment. Suitable for real-time alerting of incidents, warnings, or operational notifications requiring immediate attention.",
+ "limitations": "This tool does not analyze or generate alert content. It assumes alert content and recipient identifiers are valid and properly formatted. It cannot escalate or route alerts beyond the provided recipients.",
+ "examples": [
+ "Send a critical security breach alert to the security team channels.",
+ "Notify direct users about a scheduled maintenance alert at warning level.",
+ "Broadcast an informational alert about system health to all users."
+ ]
+ },
+ "tags": [
+ "messaging",
+ "security",
+ "alert",
+ "notification",
+ "real-time",
+ "incident-management",
+ "chat"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"alertTitle\":\"Unauthorized Access Detected\",\"alertMessage\":\"Multiple failed login attempts detected from IP 192.168.1.100.\",\"severityLevel\":\"critical\",\"recipients\":[\"security_team\", \"admin_group\"],\"channelType\":\"group\"}",
+ "description": "Send a critical alert about unauthorized access attempts to security team and admins in a group channel."
+ },
+ {
+ "inputJson": "{\"alertTitle\":\"Scheduled Maintenance\",\"alertMessage\":\"System patching will occur tonight at 11 PM.\",\"severityLevel\":\"info\",\"recipients\":[\"user123\"],\"channelType\":\"direct\"}",
+ "description": "Send an informational alert to one user about upcoming maintenance in a direct message."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Alert",
+ "context": null
+ }
+ },
+ {
+ "name": "messaging.sendEmail",
+ "description": "Sends an email message to one or multiple recipients accepting inputs such as recipient addresses, subject, message body (plain text or HTML), and optional attachments. It processes the inputs by formatting the email and using an SMTP or email service to send the message, returning a confirmation with message ID and status.",
+ "category": "messaging",
+ "parameters": [
+ {
+ "name": "to",
+ "type": "array",
+ "description": "List of recipient email addresses to send the email to (required).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "cc",
+ "type": "array",
+ "description": "List of CC recipients' email addresses (optional).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "bcc",
+ "type": "array",
+ "description": "List of BCC recipients' email addresses (optional).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line of the email message (required).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "body",
+ "type": "string",
+ "description": "Content of the email body, supports plain text or HTML format (required).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "isHtml",
+ "type": "boolean",
+ "description": "True if the email body is HTML formatted, false if plain text (optional, default false).",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Optional list of attachments, each with name and base64-encoded content (optional).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "from",
+ "type": "string",
+ "description": "Email address of the sender. If not provided, uses default configured sender (optional).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing messageId (string) identifying the sent email and status (string) indicating success or failure with error messages if any."
+ },
+ "aiAgent": {
+ "useCase": "This tool is appropriate for AI agents needing to send emails programmatically, such as for notifications, alerts, user communications, or transactional emails. It is useful when the agent has email content ready and recipient information and requires reliable delivery via an email service.",
+ "limitations": "This tool does not handle email receiving, inbox management, email templating or localization. It cannot guarantee delivery beyond successful handoff to the email service. Attachments must be encoded and provided by the caller.",
+ "examples": [
+ "Send a welcome email to a new user with personalized subject and body.",
+ "Notify multiple team members with CC and BCC about a project update including attached report.",
+ "Send a plain text password reset email from a specified sender address."
+ ]
+ },
+ "tags": [
+ "messaging",
+ "email",
+ "send",
+ "communication",
+ "notification",
+ "transactional"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"to\":[\"user@example.com\"],\"subject\":\"Welcome to Our Service\",\"body\":\"Hello User,\\nThank you for signing up!\",\"isHtml\":false}",
+ "description": "Send a simple plain text welcome email to a single recipient."
+ },
+ {
+ "inputJson": "{\"to\":[\"team1@example.com\",\"team2@example.com\"],\"cc\":[\"manager@example.com\"],\"bcc\":[\"audit@example.com\"],\"subject\":\"Project Update\",\"body\":\"The project is on track.
\",\"isHtml\":true,\"attachments\":[{\"name\":\"report.pdf\",\"content\":\"JVBERi0xLjQKJcfs...\"}]}",
+ "description": "Send an HTML email including CC, BCC, and an attached PDF report to a team."
+ },
+ {
+ "inputJson": "{\"from\":\"noreply@example.com\",\"to\":[\"user@example.com\"],\"subject\":\"Password Reset\",\"body\":\"Your password reset code is 123456.\",\"isHtml\":false}",
+ "description": "Send a password reset email from a specific no-reply sender address."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "email-communication.sendChannel",
+ "description": "Sends an email through a specified communication channel such as SMTP or an API-based service. Accepts email details including recipients, subject, body, and optional attachments; processes the sending via the chosen channel; returns a status report including success confirmation and message ID or error details.",
+ "category": "email-communication",
+ "parameters": [
+ {
+ "name": "channelType",
+ "type": "string",
+ "description": "Type of email sending channel to use (e.g., 'SMTP', 'SendGrid', 'Mailgun').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "smtpConfig",
+ "type": "object",
+ "description": "SMTP configuration object including host, port, username, password (required if channelType is SMTP).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "apiKey",
+ "type": "string",
+ "description": "API key for the email service provider (required if channelType uses API).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fromAddress",
+ "type": "string",
+ "description": "Email address of the sender.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "toAddresses",
+ "type": "array",
+ "description": "Array of recipient email addresses.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "ccAddresses",
+ "type": "array",
+ "description": "Array of CC recipient email addresses.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "bccAddresses",
+ "type": "array",
+ "description": "Array of BCC recipient email addresses.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line of the email.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "body",
+ "type": "string",
+ "description": "The main body content of the email (supports plain text or HTML).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Array of attachment objects, each with filename and content (base64 or file path).",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a result object with keys: success (boolean), messageId (string if sent), error (string if failed)."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to send an email message through a specified sending channel with full control over recipients, subject, content, and attachments. It supports SMTP or API-based providers, enabling flexible email automation.",
+ "limitations": "Does not handle email template rendering or dynamic personalization; assumes valid SMTP/API credentials are provided. Does not guarantee deliverability, only submission status.",
+ "examples": [
+ "Send a transactional email to a user via SMTP server.",
+ "Send a marketing email through SendGrid API with multiple recipients and attachments.",
+ "Send a confirmation email with CC and BCC recipients using a configured SMTP channel."
+ ]
+ },
+ "tags": [
+ "email",
+ "send",
+ "communication",
+ "automation",
+ "SMTP",
+ "API",
+ "messaging"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelType\":\"SMTP\",\"smtpConfig\":{\"host\":\"smtp.example.com\",\"port\":587,\"username\":\"user\",\"password\":\"pass\"},\"fromAddress\":\"noreply@example.com\",\"toAddresses\":[\"user1@example.com\"],\"ccAddresses\":[],\"bccAddresses\":[],\"subject\":\"Welcome to Our Service\",\"body\":\"Hello, welcome!\",\"attachments\":[]}",
+ "description": "Send a welcome email to one recipient using SMTP."
+ },
+ {
+ "inputJson": "{\"channelType\":\"SendGrid\",\"apiKey\":\"SG.xxxxxxxx\",\"fromAddress\":\"marketing@example.com\",\"toAddresses\":[\"client1@example.com\",\"client2@example.com\"],\"ccAddresses\":[\"manager@example.com\"],\"bccAddresses\":[],\"subject\":\"Our Latest Offers\",\"body\":\"See attached report.
\",\"isHtml\":true,\"attachments\":[{\"filename\":\"report.pdf\",\"content\":\"JVBERi0xLjQKJ...base64 content...\"}]}",
+ "description": "Send an HTML email with a PDF attachment to a team mailing list."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Notification",
+ "context": null
+ }
+ },
+ {
+ "name": "email-communication.sendMessage",
+ "description": "Sends an email message to specified recipients with options for subject, body content (plain text or HTML), attachments, and additional headers. Accepts recipient addresses, message content, and configuration parameters; processes email formatting and SMTP transmission; returns delivery status and message ID.",
+ "category": "email-communication",
+ "parameters": [
+ {
+ "name": "to",
+ "type": "array",
+ "description": "List of recipient email addresses. At least one recipient is required.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "cc",
+ "type": "array",
+ "description": "Optional list of email addresses to be CC'd.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "bcc",
+ "type": "array",
+ "description": "Optional list of email addresses to be BCC'd.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line of the email message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "body",
+ "type": "string",
+ "description": "Content of the email message, plain text or HTML based on isHtml parameter.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "isHtml",
+ "type": "boolean",
+ "description": "Indicates if the body content is in HTML format. Defaults to false (plain text).",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "List of file attachments with each having filename and base64 encoded content.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "headers",
+ "type": "object",
+ "description": "Additional email headers to include, e.g., custom X-Headers.",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Result object including success boolean, messageId string if successful, and error message if failed."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to send email messages programmatically with customizable recipients, subject, body content (text or HTML), optional attachments, and custom headers via SMTP or an email service interface. Suitable for automated notifications, alerts, or replies.",
+ "limitations": "This tool does not handle email server configuration or authentication itself; it expects the SMTP setup to be handled externally. It also cannot guarantee delivery or handle inbound email processing.",
+ "examples": [
+ "Send a plain text notification email to one recipient.",
+ "Send an HTML formatted newsletter to multiple recipients with an attached PDF.",
+ "Send an email with CC and BCC recipients and custom headers for tracking."
+ ]
+ },
+ "tags": [
+ "email",
+ "send",
+ "communication",
+ "automation",
+ "notification",
+ "SMTP"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"to\":[\"user@example.com\"],\"subject\":\"Account Alert\",\"body\":\"Your account balance is low.\",\"isHtml\":false}",
+ "description": "Send a simple plain text alert message to a single recipient."
+ },
+ {
+ "inputJson": "{\"to\":[\"client1@example.com\",\"client2@example.com\"],\"cc\":[\"manager@example.com\"],\"subject\":\"Monthly Report\",\"body\":\"Please review the monthly report.
\",\"isHtml\":true,\"attachments\":[{\"filename\":\"report.pdf\",\"content\":\"JVBERi0xLjcKJYGBgYEKMSAwIG9iago8PC9UeXBlL0NhdGFsb2cvUGFnZXMgMiAwIFI+PgplbmRvYmo=\"}]}",
+ "description": "Send an HTML email with CC recipients and a PDF attachment to multiple main recipients."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Message",
+ "context": null
+ }
+ },
+ {
+ "name": "email-communication.sendEmail",
+ "description": "This tool sends an email message to one or more recipients. It accepts inputs such as recipient email addresses, subject line, body content (plain text and/or HTML), optional attachments, and sender details. It processes this data to dispatch the email using SMTP or a configured email service, returning a result indicating success, message ID, or error details.",
+ "category": "email-communication",
+ "parameters": [
+ {
+ "name": "to",
+ "type": "array",
+ "description": "List of recipient email addresses to send the email to",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "cc",
+ "type": "array",
+ "description": "List of email addresses to receive a carbon copy of the email",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "bcc",
+ "type": "array",
+ "description": "List of email addresses to receive a blind carbon copy of the email",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line of the email message",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "bodyText",
+ "type": "string",
+ "description": "Plain text content of the email body",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "bodyHtml",
+ "type": "string",
+ "description": "HTML content of the email body; overrides plain text if provided",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "from",
+ "type": "string",
+ "description": "Sender's email address; if omitted, defaults to configured sender identity",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Array of attachment objects, each containing filename and base64-encoded content",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Email priority level, e.g., 'high', 'normal', or 'low'",
+ "required": false,
+ "defaultValue": "normal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Result indicating success or failure of sending the email, including message ID and error information if any"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to send transactional or marketing emails, notifications, or alerts to one or more email recipients with optional attachments and formatting. Ideal for automated systems requiring programmatic email delivery with flexible content and recipients.",
+ "limitations": "This tool cannot compose email content automatically beyond provided inputs; it does not manage inboxes or receive email. It also depends on configured mail servers and cannot ensure delivery or spam filtering outcomes.",
+ "examples": [
+ "Send a welcome email to a new user after registration.",
+ "Send a weekly report email with PDF attachment to a distribution list.",
+ "Send a password reset email to a single recipient with high priority."
+ ]
+ },
+ "tags": [
+ "email",
+ "communication",
+ "send",
+ "automation",
+ "notifications",
+ "transactional",
+ "marketing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"to\":[\"user@example.com\"],\"subject\":\"Welcome to Our Service\",\"bodyText\":\"Hello User, welcome!\",\"from\":\"noreply@service.com\"}",
+ "description": "Send a simple welcome email in plain text to a single recipient."
+ },
+ {
+ "inputJson": "{\"to\":[\"team@example.com\"],\"cc\":[\"manager@example.com\"],\"subject\":\"Weekly Report\",\"bodyHtml\":\"Find attached.
\",\"attachments\":[{\"filename\":\"report.pdf\",\"content\":\"\"}],\"from\":\"reports@example.com\"}",
+ "description": "Send an HTML weekly report email with a PDF attachment to multiple recipients and CC to manager."
+ },
+ {
+ "inputJson": "{\"to\":[\"user@example.com\"],\"subject\":\"Password Reset\",\"bodyText\":\"Click the link to reset your password.\",\"priority\":\"high\"}",
+ "description": "Send a high priority password reset email with plain text body."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "email-communication.sendComment",
+ "description": "Sends a comment as an email message to specified recipients. Accepts input including recipient emails, subject, comment body, optional CC/BCC lists, and attachment references. Processes inputs by formatting the email and using an SMTP or API-based service to deliver the email. Outputs a delivery status and message ID if successful.",
+ "category": "email-communication",
+ "parameters": [
+ {
+ "name": "to",
+ "type": "array",
+ "description": "List of recipient email addresses to send the comment to",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line for the comment email",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "commentBody",
+ "type": "string",
+ "description": "Main content of the comment to send",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "cc",
+ "type": "array",
+ "description": "Optional list of email addresses to CC",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "bcc",
+ "type": "array",
+ "description": "Optional list of email addresses to BCC",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Optional list of attachment file references or URLs",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "replyTo",
+ "type": "string",
+ "description": "Optional email address to use as reply-to",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object indicating success status, message ID if sent, and any error messages encountered."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to send a textual comment or note to one or more email recipients as a formal email message, including handling CC/BCC and optional attachments. It is suitable for automation scenarios where comments need to be communicated via email rather than platform-internal messaging.",
+ "limitations": "Cannot perform rich formatting beyond plain text or simple HTML. Does not support inline images or real-time collaboration. Not responsible for email content validation or addressing spam filters.",
+ "examples": [
+ "Send a comment to a project team with a summary and request for feedback.",
+ "Email a customer support comment including logs as attachment to multiple recipients.",
+ "Send a notification comment to stakeholders with CC and BCC recipients specified."
+ ]
+ },
+ "tags": [
+ "email",
+ "communication",
+ "send",
+ "comment",
+ "automation",
+ "notification"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"to\":[\"team@example.com\"],\"subject\":\"Weekly Update\",\"commentBody\":\"Here is the weekly status update on the project.\"}",
+ "description": "Send a simple weekly update comment email to a team."
+ },
+ {
+ "inputJson": "{\"to\":[\"client@example.com\"],\"subject\":\"Issue Resolution Comment\",\"commentBody\":\"The reported issue has been resolved. Please find attached the log files.\",\"attachments\":[\"log1.txt\",\"log2.txt\"]}",
+ "description": "Send a comment email to client including attachments."
+ },
+ {
+ "inputJson": "{\"to\":[\"support@example.com\"],\"subject\":\"Customer Feedback\",\"commentBody\":\"Customer has reported intermittent failures.\",\"cc\":[\"manager@example.com\"],\"bcc\":[\"audit@example.com\"]}",
+ "description": "Send customer feedback comment email with CC and BCC recipients."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Comment",
+ "context": null
+ }
+ },
+ {
+ "name": "email-communication.sendThread",
+ "description": "Sends an entire email thread as a single continuous email, including all previous messages formatted chronologically. Accepts thread messages and recipient details, composes a combined email preserving message context, and dispatches it to specified recipients. Returns the send status and message ID for tracking.",
+ "category": "email-communication",
+ "parameters": [
+ {
+ "name": "threadMessages",
+ "type": "array",
+ "description": "An ordered array of message objects representing the email thread, each with sender, timestamp, and content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipients",
+ "type": "array",
+ "description": "List of email addresses to send the thread to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line for the outgoing combined email thread.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "senderEmail",
+ "type": "string",
+ "description": "The email address from which the thread will be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeAttachments",
+ "type": "boolean",
+ "description": "Whether to include attachments from all messages in the thread in the outgoing email.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Email format for the thread message: 'plain' for plain text or 'html' for formatted HTML.",
+ "required": false,
+ "defaultValue": "html"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object detailing if the send was successful with message ID and any error messages."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to send a consolidated email thread to one or more recipients, preserving the chronological conversation context. Ideal for summarizing or sharing discussion histories in a single email instead of multiple individual messages.",
+ "limitations": "Does not generate or alter individual message contents beyond formatting; cannot handle partial thread sends or dynamically summarize thread content beyond concatenation.",
+ "examples": [
+ "Send the whole customer support email conversation to a manager for review.",
+ "Forward the legal discussion thread to the legal team maintaining the full message context.",
+ "Resend a project email thread as a consolidated recap to all participants."
+ ]
+ },
+ "tags": [
+ "email",
+ "thread",
+ "send",
+ "communication",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"threadMessages\":[{\"sender\":\"alice@example.com\",\"timestamp\":\"2024-05-01T09:15:00Z\",\"content\":\"Hi team, let's start the project.\"},{\"sender\":\"bob@example.com\",\"timestamp\":\"2024-05-01T09:45:00Z\",\"content\":\"I agree, setting up the infrastructure.\"}],\"recipients\":[\"manager@example.com\"],\"subject\":\"Project Kickoff Thread\",\"senderEmail\":\"alice@example.com\",\"includeAttachments\":false,\"format\":\"html\"}",
+ "description": "Send a project kickoff email thread to a manager as a combined HTML email."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Thread",
+ "context": null
+ }
+ },
+ {
+ "name": "customer-support.sendThread",
+ "description": "Sends a message thread within a customer support platform to a specified recipient or group. Accepts inputs such as the thread ID, message content, recipient identifiers, and optional attachments. Processes the dispatch of the entire thread content or a new message within the thread, returning a status confirmation with message IDs and timestamps.",
+ "category": "customer-support",
+ "parameters": [
+ {
+ "name": "threadId",
+ "type": "string",
+ "description": "Unique identifier of the message thread to send or append to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientIds",
+ "type": "array",
+ "description": "An array of user IDs representing the recipients of the thread or message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageContent",
+ "type": "string",
+ "description": "The content of the new message to send in the thread. If empty, sends the existing thread as-is.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Optional array of attachment objects (each with filename and URL) to include with the message.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Priority level of the message to be sent (e.g., high, normal, low).",
+ "required": false,
+ "defaultValue": "normal"
+ },
+ {
+ "name": "notifyRecipients",
+ "type": "boolean",
+ "description": "Whether to trigger notifications for recipients upon sending the thread/message.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing status of the send action, sent message ID, timestamps, and any errors."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to send or forward an entire support conversation thread or to append a new message within an existing thread to one or multiple recipients in customer support scenarios. It ensures message content and attachments are properly sent and notifications dispatched as needed.",
+ "limitations": "Cannot create a new thread from scratch; the thread must exist. Does not support scheduling messages for future delivery. It does not handle message translation or content moderation.",
+ "examples": [
+ "Send a follow-up message within thread 'abc123' to customer 'user456' with text and attachment.",
+ "Forward entire thread 'xyz789' to a group of support agents for review.",
+ "Send a quick update message in thread 'def456' without attachments and mark it as high priority."
+ ]
+ },
+ "tags": [
+ "customer-support",
+ "messaging",
+ "thread-management",
+ "notifications",
+ "attachments",
+ "priority"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"threadId\":\"thread001\",\"recipientIds\":[\"user123\"],\"messageContent\":\"Hello, your issue is being reviewed.\",\"attachments\":[],\"priority\":\"normal\",\"notifyRecipients\":true}",
+ "description": "Send a follow-up message to a single customer in an existing thread with normal priority and notification."
+ },
+ {
+ "inputJson": "{\"threadId\":\"thread002\",\"recipientIds\":[\"agent001\",\"agent002\"],\"messageContent\":\"\",\"attachments\":[],\"priority\":\"normal\",\"notifyRecipients\":false}",
+ "description": "Forward an existing thread without new message content to two agents without notifications."
+ },
+ {
+ "inputJson": "{\"threadId\":\"thread003\",\"recipientIds\":[\"user789\"],\"messageContent\":\"Please find the attached logs.\",\"attachments\":[{\"filename\":\"log1.txt\",\"url\":\"https://files.example.com/log1.txt\"}],\"priority\":\"high\",\"notifyRecipients\":true}",
+ "description": "Send a high priority message with an attachment to one user in an existing thread."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Thread",
+ "context": null
+ }
+ },
+ {
+ "name": "customer-support.sendReply",
+ "description": "Sends a reply message to a customer inquiry or support ticket. Accepts the ticket ID, reply content, optional attachments, and metadata like urgency or channel. Processes this by posting the reply within the customer support system and returns confirmation details including status and timestamp.",
+ "category": "customer-support",
+ "parameters": [
+ {
+ "name": "ticketId",
+ "type": "string",
+ "description": "Unique identifier for the customer support ticket to reply to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "replyContent",
+ "type": "string",
+ "description": "Text content of the reply message to send to the customer.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Optional list of attachment file URLs or IDs to include with the reply.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "replyChannel",
+ "type": "string",
+ "description": "The communication channel used for the reply (e.g., email, chat, sms).",
+ "required": false,
+ "defaultValue": "email"
+ },
+ {
+ "name": "isUrgent",
+ "type": "boolean",
+ "description": "Flag indicating if the reply is marked as urgent and requires immediate attention.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object confirming the reply was sent with message ID, timestamp, and status."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to respond to a customer support ticket by sending a text reply, optionally with attachments, via a chosen communication channel. It is ideal for automating responses or processing follow-ups in a structured support system.",
+ "limitations": "This tool cannot create new tickets or modify ticket data other than adding replies. It also cannot read tickets or analyze ticket contents to compose replies automatically.",
+ "examples": [
+ "Send a follow-up reply to ticket '12345' with a troubleshooting link attached.",
+ "Respond urgently via chat to ticket '67890' confirming issue resolution.",
+ "Send a standard email reply to ticket 'abcde' thanking the customer for their patience."
+ ]
+ },
+ "tags": [
+ "customer-support",
+ "communication",
+ "reply",
+ "ticketing",
+ "automation",
+ "message-sending",
+ "helpdesk"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"ticketId\":\"12345\",\"replyContent\":\"Thank you for contacting us. Please try restarting your device as the first troubleshooting step.\",\"attachments\":[],\"replyChannel\":\"email\",\"isUrgent\":false}",
+ "description": "Send a standard email reply with troubleshooting instructions to ticket '12345'."
+ },
+ {
+ "inputJson": "{\"ticketId\":\"67890\",\"replyContent\":\"We are escalating your issue to our technical team and will update you shortly.\",\"attachments\":[],\"replyChannel\":\"chat\",\"isUrgent\":true}",
+ "description": "Send an urgent chat reply notifying escalation for ticket '67890'."
+ },
+ {
+ "inputJson": "{\"ticketId\":\"abcde\",\"replyContent\":\"Here is the user manual you requested.\",\"attachments\":[\"file://manual.pdf\"],\"replyChannel\":\"email\",\"isUrgent\":false}",
+ "description": "Send an email reply with an attachment (user manual) to ticket 'abcde'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "customer-support.sendMention",
+ "description": "Sends a mention notification within a customer support platform to notify a specific agent or group about a ticket or message. Accepts parameters specifying the recipient, the context of the mention, and optional message content, then processes the mention trigger and returns a confirmation of delivery and status.",
+ "category": "customer-support",
+ "parameters": [
+ {
+ "name": "recipientId",
+ "type": "string",
+ "description": "Unique identifier of the agent or group to be mentioned",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "ticketId",
+ "type": "string",
+ "description": "Identifier of the support ticket or conversation related to the mention",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "message",
+ "type": "string",
+ "description": "Optional additional message content to accompany the mention",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "mentionType",
+ "type": "string",
+ "description": "Type of mention: 'user' for individual or 'group' for multiple agents",
+ "required": true,
+ "defaultValue": "user"
+ },
+ {
+ "name": "urgent",
+ "type": "boolean",
+ "description": "Flag indicating if the mention should be marked as urgent for priority handling",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the status of the mention delivery, including success boolean, a message description, and a mentionId for reference"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when the AI agent needs to notify specific customer support agents or groups about a relevant ticket, comment, or update requiring their attention within a customer support platform. This ensures timely collaboration and task visibility among support teams.",
+ "limitations": "This tool cannot create or modify tickets or send mentions outside the integrated support platform. It also does not support bulk mentions beyond a single agent or group at a time.",
+ "examples": [
+ "Notify a specific support agent about a newly escalated support ticket.",
+ "Send a group mention to all billing team members regarding a payment issue.",
+ "Attach a custom note with the mention to clarify the required action."
+ ]
+ },
+ "tags": [
+ "customer-support",
+ "notification",
+ "mention",
+ "collaboration",
+ "support-ticket"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientId\":\"agent123\",\"ticketId\":\"tk98765\",\"message\":\"Please review the customer's latest update.\",\"mentionType\":\"user\",\"urgent\":true}",
+ "description": "Send an urgent mention to a single agent notifying them about a ticket update with an additional message."
+ },
+ {
+ "inputJson": "{\"recipientId\":\"group_billing\",\"ticketId\":\"tk12345\",\"mentionType\":\"group\"}",
+ "description": "Send a mention to the billing support group about a payment-related ticket without extra message content."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Mention",
+ "context": null
+ }
+ },
+ {
+ "name": "customer-support.sendEmail",
+ "description": "Sends an email message from a specified sender to one or more recipients, with support for subject, body (text or HTML), and optional attachments. Accepts parameters for recipients, subject line, message content, sender address, carbon copy, blind carbon copy, and reply-to addresses. Returns a status object indicating delivery success or failure and any error messages.",
+ "category": "customer-support",
+ "parameters": [
+ {
+ "name": "fromAddress",
+ "type": "string",
+ "description": "Email address of the sender.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "toAddresses",
+ "type": "array",
+ "description": "Array of recipient email addresses.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "ccAddresses",
+ "type": "array",
+ "description": "Array of email addresses to be carbon copied.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "bccAddresses",
+ "type": "array",
+ "description": "Array of email addresses to be blind carbon copied.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "replyToAddress",
+ "type": "string",
+ "description": "Email address for reply-to header if different from sender.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line of the email.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "body",
+ "type": "string",
+ "description": "Content of the email message, can be plain text or HTML formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "isHtml",
+ "type": "boolean",
+ "description": "Indicates whether the body is in HTML format.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Optional array of attachment objects, each with filename and binary data as base64 string.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a boolean success flag, messageId if successful, and error message if failed."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to automatically send customizable email messages to customers or internal staff in customer support scenarios, such as sending ticket updates, notifications, or responses. It supports multiple recipients and attachments, enabling robust communication workflows.",
+ "limitations": "This tool does not handle email inbox management, spam filtering, or email receiving; it only sends outgoing emails. It also does not guarantee delivery, only transmission to the email server.",
+ "examples": [
+ "Send a ticket update email to a customer with a PDF attachment.",
+ "Send a notification email to multiple support agents about system status.",
+ "Send a confirmation email with HTML formatting to a single customer."
+ ]
+ },
+ "tags": [
+ "email",
+ "customer support",
+ "communication",
+ "notification",
+ "outbound"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"fromAddress\":\"support@company.com\",\"toAddresses\":[\"customer1@example.com\"],\"subject\":\"Your support ticket has been updated\",\"body\":\"Dear customer, your ticket #1234 has a new update.\",\"isHtml\":false}",
+ "description": "Basic support ticket update email to one customer."
+ },
+ {
+ "inputJson": "{\"fromAddress\":\"noreply@company.com\",\"toAddresses\":[\"agent1@company.com\",\"agent2@company.com\"],\"ccAddresses\":[\"manager@company.com\"],\"subject\":\"System Outage Alert\",\"body\":\"The system will be down for maintenance at midnight.\",\"isHtml\":false}",
+ "description": "Notification email to multiple support agents with a CC to the manager."
+ },
+ {
+ "inputJson": "{\"fromAddress\":\"support@company.com\",\"toAddresses\":[\"customer2@example.com\"],\"subject\":\"Your order receipt\",\"body\":\"Thank you for your purchase!
Attached is your receipt.
\",\"isHtml\":true,\"attachments\":[{\"filename\":\"receipt.pdf\",\"data\":\"JVBERi0xLjUKJcfs...\"}]}",
+ "description": "HTML formatted confirmation email with PDF attachment to customer."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeReference",
+ "description": "Analyzes marketing reference content such as URLs, documents, or raw text to extract actionable marketing insights. It accepts a reference input (link, text, or file content), performs content analysis including sentiment, keyword extraction, competitor mentions, and campaign indicators, then outputs a structured summary report highlighting key marketing insights and recommendations.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "referenceType",
+ "type": "string",
+ "description": "Specifies the type of input reference: 'url', 'text', or 'document'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "referenceInput",
+ "type": "string",
+ "description": "The URL link, raw text content, or encoded document content to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the reference content, e.g., 'en' for English, to improve analysis accuracy.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeSentimentAnalysis",
+ "type": "boolean",
+ "description": "If true, include sentiment analysis of the reference content.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeKeywordExtraction",
+ "type": "boolean",
+ "description": "If true, include keyword and keyphrase extraction in the analysis.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeCompetitorMentions",
+ "type": "boolean",
+ "description": "If true, detect mentions of competitors in the content where applicable.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxSummaryLength",
+ "type": "number",
+ "description": "Maximum length in characters for the generated summary report (recommend 500-2000).",
+ "required": false,
+ "defaultValue": "1000"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured analysis report containing summary, extracted keywords, sentiment scores, detected competitor mentions, and marketing recommendations"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when tasked with evaluating marketing reference materials such as competitor campaign pages, promotional texts, product launch documents, or market reports. It helps synthesize complex marketing information into actionable insights and identifies strategic markers useful for campaign optimization and competitor analysis.",
+ "limitations": "Cannot access restricted or paywalled content behind URLs. Accuracy depends on input language support and content quality. Does not replace human expert judgment but supplements marketing analysis.",
+ "examples": [
+ "Analyze the marketing strategy described in this competitor's campaign URL.",
+ "Extract key marketing messages and sentiment from this product launch press release text.",
+ "Summarize and identify competitor references from the attached trade report document."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "analysis",
+ "content-analysis",
+ "reference",
+ "insights",
+ "automation",
+ "campaigns"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"referenceType\":\"url\",\"referenceInput\":\"https://example.com/competitor-campaign\",\"language\":\"en\",\"includeSentimentAnalysis\":true,\"includeKeywordExtraction\":true,\"includeCompetitorMentions\":true,\"maxSummaryLength\":1200}",
+ "description": "Analyze a competitor's marketing campaign webpage for insights, keywords, sentiment, and competitor mentions."
+ },
+ {
+ "inputJson": "{\"referenceType\":\"text\",\"referenceInput\":\"Our latest product launch offers innovative solutions with a focus on sustainability and user experience.\",\"language\":\"en\",\"includeSentimentAnalysis\":true,\"includeKeywordExtraction\":true,\"includeCompetitorMentions\":false}",
+ "description": "Analyze raw marketing text content for key points, sentiment, and keywords, omitting competitor mentions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "customer-support.sendChannel",
+ "description": "This tool sends a message through a specified customer support communication channel such as email, chat, SMS, or social media messaging. It accepts parameters defining the channel type, recipient information, message content, and optional metadata, processes the sending request via the appropriate API or protocol, and returns a status report indicating success or failure with relevant details.",
+ "category": "customer-support",
+ "parameters": [
+ {
+ "name": "channelType",
+ "type": "string",
+ "description": "The type of support channel to send the message through (e.g., email, chat, SMS, social).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipient",
+ "type": "string",
+ "description": "The unique identifier or address of the message recipient appropriate to the channel (email address, phone number, chat ID).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageContent",
+ "type": "string",
+ "description": "The textual content of the message to be sent to the customer or recipient.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Additional optional metadata such as subject line for email, message priority, or attachments information.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "senderId",
+ "type": "string",
+ "description": "Identifier for the sender or customer support representative (optional).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the sending result including success status, message ID if applicable, timestamp, and error details if failed."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to send messages on behalf of customer support agents through various communication channels for inquiries, notifications, or follow-ups. Ideal for automating multi-channel responses or routing messages programmatically.",
+ "limitations": "This tool cannot create or manage the customer support channels themselves, nor can it guarantee message delivery beyond reporting the send attempt status. It also does not handle message formatting or templates inherently.",
+ "examples": [
+ "Send a follow-up email to customer confirming their ticket resolution.",
+ "Send a chat message to a customer on the company support website.",
+ "Send an SMS notification about a scheduled service appointment."
+ ]
+ },
+ "tags": [
+ "customer-support",
+ "communication",
+ "send-message",
+ "multi-channel",
+ "notifications",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelType\":\"email\",\"recipient\":\"user@example.com\",\"messageContent\":\"Dear customer, your issue has been resolved.\",\"metadata\":{\"subject\":\"Ticket Resolved\"},\"senderId\":\"supportAgent01\"}",
+ "description": "Send an email notifying the customer that their support ticket issue has been resolved."
+ },
+ {
+ "inputJson": "{\"channelType\":\"chat\",\"recipient\":\"chatUser123\",\"messageContent\":\"Hello! How can I assist you today?\",\"metadata\":{},\"senderId\":\"chatBot001\"}",
+ "description": "Send a chat message initiating conversation with a customer on website support chat."
+ },
+ {
+ "inputJson": "{\"channelType\":\"sms\",\"recipient\":\"+15551234567\",\"messageContent\":\"Reminder: Your appointment is scheduled for tomorrow at 3 PM.\",\"metadata\":{},\"senderId\":\"system\"}",
+ "description": "Send an SMS notification reminding the customer of an upcoming appointment."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Channel",
+ "context": null
+ }
+ },
+ {
+ "name": "customer-support.sendAlert",
+ "description": "Sends an alert notification to designated customer support team members regarding security-related events or potential threats. Accepts input including alert message, recipients, severity, and optional metadata, then processes and dispatches the alert via email or in-system notification, returning a status confirmation for each recipient.",
+ "category": "customer-support",
+ "parameters": [
+ {
+ "name": "alertMessage",
+ "type": "string",
+ "description": "The main content or description of the security alert to be sent to the team.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipients",
+ "type": "array",
+ "description": "List of recipient identifiers (emails or user IDs) who should receive the alert.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "severityLevel",
+ "type": "string",
+ "description": "Defines the urgency or impact level of the alert (e.g., 'low', 'medium', 'high').",
+ "required": false,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "sendByEmail",
+ "type": "boolean",
+ "description": "Whether to send the alert as an email message to recipients.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "sendInSystemNotification",
+ "type": "boolean",
+ "description": "Whether to send the alert as an in-system notification within the customer support portal.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional additional data related to the alert, such as incident ID, timestamp, or related system info.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the overall success status and detailed results for each recipient indicating whether alert delivery succeeded or failed."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a security incident or suspicious activity affecting customers is detected and the customer support team must be notified promptly with clear details and appropriate urgency. It is ideal for automating alerts across multiple channels and ensuring the relevant staff receive timely notifications to take action.",
+ "limitations": "This tool does not investigate security incidents, store alert logs long-term, or integrate directly with external incident management systems without additional interfacing.",
+ "examples": [
+ "Send an urgent alert to the customer support lead and security team about a possible data breach.",
+ "Notify all frontline support agents with a medium priority message about phishing attempts targeting users.",
+ "Send a low severity alert via email only about a system maintenance affecting login services."
+ ]
+ },
+ "tags": [
+ "alert",
+ "security",
+ "customer-support",
+ "notification",
+ "incident-management"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"alertMessage\":\"Urgent: Potential data breach detected in account management system.\",\"recipients\":[\"lead@support.com\",\"security@company.com\"],\"severityLevel\":\"high\",\"sendByEmail\":true,\"sendInSystemNotification\":true}",
+ "description": "Send a high severity alert to key support and security team members via email and in-system notification."
+ },
+ {
+ "inputJson": "{\"alertMessage\":\"Phishing attempts detected targeting customer accounts.\",\"recipients\":[\"agent1@support.com\",\"agent2@support.com\"],\"severityLevel\":\"medium\",\"sendByEmail\":false,\"sendInSystemNotification\":true}",
+ "description": "Notify frontline support agents with a medium severity alert using in-system notifications only."
+ },
+ {
+ "inputJson": "{\"alertMessage\":\"Scheduled maintenance affecting login services.\",\"recipients\":[\"all@support.com\"],\"severityLevel\":\"low\",\"sendByEmail\":true,\"sendInSystemNotification\":false}",
+ "description": "Send a low priority alert via email to all support staff about upcoming maintenance."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Alert",
+ "context": null
+ }
+ },
+ {
+ "name": "customer-support.sendNotification",
+ "description": "Sends a notification message to specified customers or user groups. Accepts recipient identifiers, message content, notification type, and delivery preferences. Processes input to format and dispatch notifications via chosen channels, returning delivery status and error details if any.",
+ "category": "customer-support",
+ "parameters": [
+ {
+ "name": "recipientIds",
+ "type": "array",
+ "description": "Array of unique identifiers representing the notification recipients (e.g., user IDs or customer IDs).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "message",
+ "type": "string",
+ "description": "The main content text of the notification to be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "notificationType",
+ "type": "string",
+ "description": "Type or category of the notification, e.g., 'alert', 'reminder', or 'promotion'.",
+ "required": false,
+ "defaultValue": "general"
+ },
+ {
+ "name": "channels",
+ "type": "array",
+ "description": "List of channels through which to send the notification, such as ['email', 'sms', 'push'].",
+ "required": false,
+ "defaultValue": "[\"email\"]"
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Priority level of the notification: 'low', 'normal', or 'high'.",
+ "required": false,
+ "defaultValue": "normal"
+ },
+ {
+ "name": "scheduleTime",
+ "type": "string",
+ "description": "Optional ISO 8601 timestamp to schedule the notification for future delivery. Omit for immediate sending.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeAttachments",
+ "type": "boolean",
+ "description": "Whether to include attachments with the notification, if supported by channels.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Array of attachment object URLs or identifiers to include with the notification.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a summary of notification dispatch results, including total recipients, successful deliveries, failures, and error messages if any."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to notify customers or users about updates, alerts, promotions, or reminders across multiple communication channels. This tool handles sending personalized or bulk notifications and reports delivery results.",
+ "limitations": "Cannot compose message content or determine recipient lists; these must be supplied. Does not guarantee delivery, only attempts it via specified channels. Scheduling accuracy depends on system clock and infrastructure.",
+ "examples": [
+ "Send promo notification to multiple customers via email and SMS.",
+ "Schedule a reminder notification to a user group for an upcoming event.",
+ "Send a high-priority alert notification to a single user via push notification."
+ ]
+ },
+ "tags": [
+ "notification",
+ "customer-support",
+ "communication",
+ "messaging",
+ "alert",
+ "reminder",
+ "promotion"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientIds\": [\"user123\", \"user456\"], \"message\": \"Don't miss our summer sale! Up to 50% off.\", \"notificationType\": \"promotion\", \"channels\": [\"email\", \"sms\"], \"priority\": \"normal\", \"includeAttachments\": false}",
+ "description": "Send a promotional sale notification via email and SMS to two users."
+ },
+ {
+ "inputJson": "{\"recipientIds\": [\"group789\"], \"message\": \"Your subscription expires in 3 days.\", \"notificationType\": \"reminder\", \"channels\": [\"email\"], \"priority\": \"high\", \"scheduleTime\": \"2024-07-01T09:00:00Z\"}",
+ "description": "Schedule a high-priority reminder email to a user group about subscription expiration."
+ },
+ {
+ "inputJson": "{\"recipientIds\": [\"user999\"], \"message\": \"System outage detected. Please check status.\", \"notificationType\": \"alert\", \"channels\": [\"push\"], \"priority\": \"high\", \"includeAttachments\": false}",
+ "description": "Send an immediate high-priority push alert about a system outage to a single user."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Notification",
+ "context": null
+ }
+ },
+ {
+ "name": "customer-support.sendComment",
+ "description": "Sends a comment message related to a specific customer support ticket or case. Accepts details such as ticket ID, comment text, optional attachments, and metadata to post the comment into the customer's support thread. Returns confirmation with comment ID and timestamp.",
+ "category": "customer-support",
+ "parameters": [
+ {
+ "name": "ticketId",
+ "type": "string",
+ "description": "Unique identifier of the support ticket to which the comment should be added.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "commentText",
+ "type": "string",
+ "description": "The text content of the comment message to be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "authorName",
+ "type": "string",
+ "description": "Name of the person or agent sending the comment, used for display in the thread.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "isPublic",
+ "type": "boolean",
+ "description": "Flag indicating if the comment is visible to the customer (true) or internal only (false).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "List of attachment file URLs or base64 encoded data associated with the comment.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional key-value pairs with extra information about the comment, such as tags or references.",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing confirmation details including the newly created comment ID, timestamp, and the status of the operation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to programmatically add comments to existing customer support tickets, enabling automated or assisted interactions such as follow-ups, clarifications, or internal notes. It is useful when the AI agent identifies the need to append relevant information to a customer conversation or escalate issues internally.",
+ "limitations": "This tool cannot create new tickets, update existing ticket statuses, or delete comments. It only adds new comments to already existing tickets.",
+ "examples": [
+ "Add a public comment to ticket 12345 informing the customer their issue is being escalated.",
+ "Send an internal note to ticket 98765 for the support team regarding investigation results.",
+ "Attach a screenshot and add a comment to ticket 54321 explaining the troubleshooting steps taken."
+ ]
+ },
+ "tags": [
+ "comment",
+ "customer-support",
+ "ticketing",
+ "communication",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"ticketId\":\"TKT1001\",\"commentText\":\"We have received your request and are working on it.\",\"authorName\":\"SupportBot\",\"isPublic\":true}",
+ "description": "Add a public comment to acknowledge receipt of the customer's request."
+ },
+ {
+ "inputJson": "{\"ticketId\":\"TKT1002\",\"commentText\":\"Issue reproduction confirmed. Engineering team notified.\",\"authorName\":\"AgentAlice\",\"isPublic\":false,\"metadata\":{\"priority\":\"high\"}}",
+ "description": "Add an internal private comment with metadata marking the ticket as high priority."
+ },
+ {
+ "inputJson": "{\"ticketId\":\"TKT1003\",\"commentText\":\"Please find attached the logs you requested.\",\"authorName\":\"SupportBot\",\"isPublic\":true,\"attachments\":[\"https://fileserver.com/logs/TKT1003.log\"]}",
+ "description": "Add a public comment with a link to a log file attachment for the customer."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Comment",
+ "context": null
+ }
+ },
+ {
+ "name": "customer-support.sendMessage",
+ "description": "Sends a message to a customer or a group of customers through specified communication channels such as email, SMS, or in-app notifications. Accepts recipient identifiers, message content, channel preferences, and optional metadata. Returns delivery status and message IDs for tracking purposes.",
+ "category": "customer-support",
+ "parameters": [
+ {
+ "name": "recipientIds",
+ "type": "array",
+ "description": "Array of unique identifiers representing the message recipients (e.g., customer IDs or contact emails).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageSubject",
+ "type": "string",
+ "description": "Subject line of the message, applicable for email channels.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageBody",
+ "type": "string",
+ "description": "Main content of the message to be sent to recipients.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "channels",
+ "type": "array",
+ "description": "List of communication channels to use for sending the message, e.g., ['email', 'sms', 'inApp'].",
+ "required": true,
+ "defaultValue": "[\"email\"]"
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Priority level of the message ('low', 'normal', 'high'), which may affect delivery order or notifications.",
+ "required": false,
+ "defaultValue": "normal"
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional arbitrary metadata object for tagging or additional instructions, such as campaign identifiers or message templates.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing an array of recipient delivery statuses including message ID, recipient ID, channel used, and success or error details."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to automate or assist in sending customer service messages across multiple channels, such as notifications about order status, support replies, or promotional announcements. It helps coordinate communication by specifying recipients, content, and preferred channels.",
+ "limitations": "Cannot generate or personalize message content dynamically; assumes content is already prepared. Does not guarantee message delivery as it depends on external channel providers.",
+ "examples": [
+ "Send an order shipment notification email to a specific customer.",
+ "Send an urgent SMS alert to multiple customers.",
+ "Deliver an in-app notification reminding a customer about a support ticket update."
+ ]
+ },
+ "tags": [
+ "customer-support",
+ "messaging",
+ "notification",
+ "communication",
+ "email",
+ "sms",
+ "in-app",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientIds\":[\"cust12345\"],\"messageSubject\":\"Your Order Has Shipped\",\"messageBody\":\"Dear customer, your order #98765 has been shipped and is on its way.\",\"channels\":[\"email\"],\"priority\":\"high\",\"metadata\":{\"orderId\":\"98765\"}}",
+ "description": "Send a high priority shipment confirmation email to a single customer."
+ },
+ {
+ "inputJson": "{\"recipientIds\":[\"cust12345\",\"cust67890\"],\"messageBody\":\"Server maintenance is scheduled tonight from 1 AM to 3 AM.\",\"channels\":[\"sms\"],\"priority\":\"normal\"}",
+ "description": "Send an SMS alert about scheduled server maintenance to multiple customers."
+ },
+ {
+ "inputJson": "{\"recipientIds\":[\"cust54321\"],\"messageBody\":\"Your support ticket #452 has been updated. Please check your account for details.\",\"channels\":[\"inApp\"],\"priority\":\"normal\"}",
+ "description": "Send an in-app notification to inform a customer about an update to their support ticket."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Message",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeQuote",
+ "description": "Analyzes the content and sentiment of a sales or marketing quote text to extract key metrics such as sentiment score, keyword highlights, and readability. Accepts raw quote text and optional context parameters, then returns an analysis report useful for optimizing quote effectiveness in marketing campaigns.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "quoteText",
+ "type": "string",
+ "description": "The raw text content of the marketing or sales quote to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the quote text for accurate analysis (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "industryContext",
+ "type": "string",
+ "description": "Optional industry or sector context to tailor keyword extraction and sentiment interpretation.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeReadability",
+ "type": "boolean",
+ "description": "Flag to include readability metrics such as Flesch score in the output.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An analysis report containing overall sentiment score, key highlighted phrases and words, readability scores if requested, and a summary interpretation of the quote's marketing tone."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when evaluating marketing or sales quote texts to assess their emotional tone, pinpoint impactful keywords, and gauge readability. This aids marketing automation systems in optimizing content for higher engagement and conversion rates.",
+ "limitations": "This tool analyzes text but does not generate quotes or assess pricing accuracy. It also may have limited accuracy with slang or highly domain-specific jargon not included in its language models.",
+ "examples": [
+ "Analyze the sentiment and key phrases of a new product launch quote for our next campaign.",
+ "Evaluate readability and tone of a customer testimonial quotation before using it in an ad.",
+ "Extract the main marketing keywords and overall positivity from a promotional quote text."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "text analysis",
+ "sentiment",
+ "quote",
+ "content",
+ "readability"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"quoteText\":\"Our innovative solution guarantees a 30% increase in efficiency, transforming your business workflows.\",\"language\":\"en\",\"industryContext\":\"technology\",\"includeReadability\":true}",
+ "description": "Analyzing a technology sector marketing quote for sentiment, keywords, and readability."
+ },
+ {
+ "inputJson": "{\"quoteText\":\"Experience unmatched customer support and quality unlike any competitor.\",\"includeReadability\":false}",
+ "description": "Evaluating the sentiment and key phrases of a customer service quote without readability metrics."
+ },
+ {
+ "inputJson": "{\"quoteText\":\"Boost your sales with our proven marketing strategies designed specifically for retail.\",\"language\":\"en\",\"industryContext\":\"retail\",\"includeReadability\":true}",
+ "description": "Extracting marketing insights from a retail-focused sales quote including readability score."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeCitation",
+ "description": "Analyzes citations referenced in marketing content or campaigns by processing input citation texts or lists, evaluating their relevance, authority, and impact on marketing effectiveness, and producing a detailed report including citation quality scores, influence metrics, and recommendations for marketing optimization.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "citations",
+ "type": "array",
+ "description": "An array of citation strings or objects representing marketing content references to be analyzed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "Optional context description of the marketing campaign or content where citations are used to tailor analysis.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeInfluenceMetrics",
+ "type": "boolean",
+ "description": "Flag to include detailed influence and impact metrics of each citation on marketing effectiveness.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language of the citations for accurate parsing and analysis.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a structured analysis report containing citation relevance scores, authority ratings, influence metrics, and actionable recommendations."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to evaluate the quality and marketing impact of citations within marketing materials or campaigns to optimize content credibility and audience trust. It supports strategies that depend on authoritative references to enhance campaign effectiveness.",
+ "limitations": "This tool does not verify factual accuracy of citations or provide legal compliance checks. It is focused on marketing relevance and influence rather than academic rigor.",
+ "examples": [
+ "Analyze the citations used in our recent email campaign to assess their marketing impact.",
+ "Evaluate a list of references from a whitepaper to improve its trustworthiness for targeted client outreach."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "citation",
+ "analysis",
+ "content-optimization",
+ "influence"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"citations\": [\"Smith J. 2020. Marketing Trends.\", \"Doe A. 2019. Consumer Behavior Insights.\"], \"context\": \"Email campaign for new product launch\", \"includeInfluenceMetrics\": true, \"language\": \"en\"}",
+ "description": "Analyze two marketing citations referenced in an email campaign to determine their influence metrics and relevance."
+ },
+ {
+ "inputJson": "{\"citations\": [\"Johnson R. 2018. Social Media Impact Study.\"], \"includeInfluenceMetrics\": false}",
+ "description": "Analyze a single citation without influence metrics to evaluate its authority in marketing content."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeLink",
+ "description": "Analyzes marketing campaign URLs to extract and evaluate performance indicators such as traffic source, UTM parameters, click-through rates, and conversion metrics. Accepts a URL string and optional campaign context, and returns structured analysis to optimize marketing strategies.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The marketing URL to be analyzed, including tracking parameters if present.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "campaignContext",
+ "type": "object",
+ "description": "Optional context data about the campaign such as campaign name, medium, or other metadata to enhance analysis.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeHistoricalData",
+ "type": "boolean",
+ "description": "Flag to include historical performance data related to the URL if available in integrated analytics platforms.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A detailed analysis report including detected UTM parameters, estimated traffic source breakdown, click-through rate, conversion data if available, and recommendations for improving link performance."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to analyze the effectiveness and parameters of marketing links, such as URLs tagged with UTM parameters, to gain insights into campaign performance and traffic sources. It helps agents optimize campaign strategies based on link data analysis.",
+ "limitations": "Does not automatically fetch real-time analytics data without integration with analytics APIs. Cannot analyze URLs without access to underlying performance metrics.",
+ "examples": [
+ "Analyze the given campaign link to report all UTM parameters and recent click metrics.",
+ "Evaluate the provided URL and suggest improvements based on its traffic source and conversion rates.",
+ "Provide a performance summary of this marketing link including historical click and conversion data if available."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "link-analysis",
+ "UTM",
+ "campaign",
+ "performance",
+ "analytics"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://example.com/?utm_source=google&utm_medium=cpc&utm_campaign=spring_sale\"}",
+ "description": "Analyze a basic marketing link with standard UTM parameters."
+ },
+ {
+ "inputJson": "{\"url\":\"https://example.com/product?id=123&utm_source=newsletter\",\"campaignContext\":{\"campaignName\":\"Winter Promo\",\"medium\":\"email\"},\"includeHistoricalData\":true}",
+ "description": "Analyze an email campaign link with context and request inclusion of historical data."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeSession",
+ "description": "Analyzes a marketing session dataset to extract key user behavior metrics such as session duration, page views, bounce rate, conversion events, and traffic sources. Accepts session data as JSON or CSV, with options to filter by date range and segment users. Produces detailed metrics and summary insights to inform campaign optimization.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "sessionData",
+ "type": "string",
+ "description": "Raw session data in JSON or CSV format to be analyzed, containing user interactions and events within sessions.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataFormat",
+ "type": "string",
+ "description": "Format of the input session data: 'json' or 'csv'.",
+ "required": true,
+ "defaultValue": "json"
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "Start date (ISO 8601) to filter sessions for analysis. Optional, if provided limits data to sessions after or on this day.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "End date (ISO 8601) to filter sessions for analysis. Optional, if provided limits data to sessions before or on this day.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "userSegment",
+ "type": "object",
+ "description": "Object defining filters to segment user sessions (e.g., by location, device type). Optional.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeConversionEvents",
+ "type": "boolean",
+ "description": "Whether to include analysis of conversion events in the output.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing analyzed session metrics such as average session duration, total page views, bounce rate, conversion rates, traffic source distribution, and insights summarizing user behavior."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to extract actionable insights from raw marketing session data to evaluate campaign performance, identify user behavior patterns, or segment users for targeted marketing strategies. Ideal for automated marketing analytics, reporting, and optimization workflows.",
+ "limitations": "Cannot ingest data formats other than JSON or CSV. Does not perform predictive modeling or real-time session tracking. Requires well-structured session data containing timestamps and event details.",
+ "examples": [
+ "Analyze user sessions from last month to identify average session duration and bounce rate.",
+ "Segment session data for mobile device users and analyze conversion events to evaluate mobile campaign success.",
+ "Provide summary insights of traffic sources and page views from a JSON export of website sessions."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analytics",
+ "session-analysis",
+ "user-behavior",
+ "conversion",
+ "campaign-optimization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sessionData\":\"[{\\\"sessionId\\\":\\\"s1\\\",\\\"userId\\\":\\\"u1\\\",\\\"events\\\":[{\\\"eventType\\\":\\\"pageview\\\",\\\"timestamp\\\":\\\"2024-05-01T10:00:00Z\\\"},{\\\"eventType\\\":\\\"conversion\\\",\\\"timestamp\\\":\\\"2024-05-01T10:05:00Z\\\"}]},{\\\"sessionId\\\":\\\"s2\\\",\\\"userId\\\":\\\"u2\\\",\\\"events\\\":[{\\\"eventType\\\":\\\"pageview\\\",\\\"timestamp\\\":\\\"2024-05-02T11:00:00Z\\\"}]}]\",\"dataFormat\":\"json\",\"startDate\":\"2024-05-01\",\"endDate\":\"2024-05-31\",\"includeConversionEvents\":true}",
+ "description": "Analyze JSON session data for May 2024 including conversion events."
+ },
+ {
+ "inputJson": "{\"sessionData\":\"sessionId,userId,eventType,timestamp\\ns1,u1,pageview,2024-05-01T10:00:00Z\\ns1,u1,conversion,2024-05-01T10:05:00Z\\ns2,u2,pageview,2024-05-02T11:00:00Z\",\"dataFormat\":\"csv\",\"startDate\":\"2024-05-01\",\"endDate\":\"2024-05-31\",\"userSegment\":{\"deviceType\":\"mobile\"},\"includeConversionEvents\":false}",
+ "description": "Analyze CSV session data for May 2024 filtering for mobile device users, excluding conversion events."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Session",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeText",
+ "description": "Analyzes marketing-related text content by extracting sentiment, key topics, and marketing tone to improve campaign effectiveness. Accepts raw text input and optional parameters for analysis depth and language. Outputs structured insights including sentiment score, dominant topics, and tone classification.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "textContent",
+ "type": "string",
+ "description": "The marketing text content to analyze for sentiment, topics, and tone.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "ISO code of the text language (e.g., 'en' for English). Helps improve accuracy of analysis.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeSentiment",
+ "type": "boolean",
+ "description": "Whether to include sentiment analysis in the result.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeTopics",
+ "type": "boolean",
+ "description": "Whether to extract key topics from the text.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeTone",
+ "type": "boolean",
+ "description": "Whether to classify the marketing tone of the text (e.g., persuasive, informative).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "analysisDepth",
+ "type": "string",
+ "description": "Level of analysis detail: 'basic', 'detailed', or 'comprehensive'. Higher levels provide more insights but take longer.",
+ "required": false,
+ "defaultValue": "basic"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured analysis result including sentiment score (-1 to 1), array of key topics with confidence scores, and marketing tone classification."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to analyze marketing content to understand audience engagement factors such as sentiment, topical relevance, and tone style. This aids in optimizing copywriting, targeting, and campaign strategies by providing actionable insights from raw text data.",
+ "limitations": "Does not analyze images or multimedia content; sentiment and tone detection accuracy may vary based on language and input quality; not a substitute for human nuanced review.",
+ "examples": [
+ "Analyze the sentiment and key topics of this new product launch email copy.",
+ "Determine the marketing tone of this social media ad text and identify main themes.",
+ "Provide a detailed analysis of customer feedback text to identify sentiment and trending topics."
+ ]
+ },
+ "tags": [
+ "text-analysis",
+ "marketing",
+ "sentiment",
+ "topic-extraction",
+ "tone-detection",
+ "content-optimization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"textContent\":\"Introducing our latest eco-friendly water bottle that keeps your drinks cold for 24 hours! Perfect for active lifestyles.\",\"language\":\"en\",\"includeSentiment\":true,\"includeTopics\":true,\"includeTone\":true,\"analysisDepth\":\"basic\"}",
+ "description": "Analyze a product promotion text for sentiment, topics, and tone."
+ },
+ {
+ "inputJson": "{\"textContent\":\"Don't miss out on our summer sale! Up to 50% off on select items.\",\"includeSentiment\":true,\"includeTopics\":true,\"includeTone\":true,\"analysisDepth\":\"detailed\"}",
+ "description": "Analyze a promotional sale announcement with detailed insights."
+ },
+ {
+ "inputJson": "{\"textContent\":\"Customer reviews show great satisfaction but some concerns about delivery times.\",\"language\":\"en\",\"includeSentiment\":true,\"includeTopics\":true,\"includeTone\":false,\"analysisDepth\":\"comprehensive\"}",
+ "description": "Analyze customer feedback to understand sentiment and key issues, ignoring tone."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeHeading",
+ "description": "This tool analyzes the effectiveness of marketing campaign headings by evaluating input heading text based on clarity, emotional impact, keyword presence, and length. Given a heading string, it returns a detailed analysis including scores and improvement suggestions to optimize engagement and conversion rates.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "headingText",
+ "type": "string",
+ "description": "The marketing campaign heading text to analyze for effectiveness.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "focusKeywords",
+ "type": "array",
+ "description": "An array of keywords the heading should ideally include to improve relevance and SEO.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum desired length of the heading in characters to evaluate conciseness.",
+ "required": false,
+ "defaultValue": "60"
+ },
+ {
+ "name": "analyzeEmotionalTone",
+ "type": "boolean",
+ "description": "Whether to analyze the emotional tone of the heading to assess impact.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing clarity score, emotional tone score, keyword presence report, length evaluation, and actionable suggestions for improving the heading."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to evaluate and improve marketing campaign headings to ensure they effectively attract attention, include important keywords, maintain ideal length, and evoke desired emotional responses, thereby optimizing click-through and conversion rates.",
+ "limitations": "This tool does not generate new headings or rewrite content; it only analyzes provided headings. It does not evaluate other campaign elements like images or overall strategy.",
+ "examples": [
+ "Analyze the effectiveness of a campaign heading for email marketing.",
+ "Check keyword presence and length in a promotional banner heading.",
+ "Evaluate emotional impact of a landing page headline."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analysis",
+ "heading",
+ "SEO",
+ "content-optimization",
+ "campaign"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"headingText\":\"Unlock Your Best Summer Deals Today!\",\"focusKeywords\":[\"summer\",\"deals\"],\"maxLength\":50,\"analyzeEmotionalTone\":true}",
+ "description": "Analyze a promotional heading with specific focus keywords and standard max length."
+ },
+ {
+ "inputJson": "{\"headingText\":\"Discover the Future of Sustainable Tech\",\"focusKeywords\":[\"sustainable\",\"tech\",\"future\"],\"maxLength\":60,\"analyzeEmotionalTone\":false}",
+ "description": "Evaluate a tech product heading focusing on keyword inclusion without emotional tone analysis."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeWord",
+ "description": "Analyzes a given word or phrase to determine its marketing effectiveness based on sentiment, emotional impact, relevance to target audience, and potential for engagement. Accepts a word or phrase string and optional context parameters, then outputs a detailed analysis including sentiment score, keyword strength, and recommendations for usage in campaigns.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "word",
+ "type": "string",
+ "description": "The word or short phrase to analyze for marketing effectiveness.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code (e.g., 'en' for English) of the word for accurate sentiment and relevance analysis.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description or category of the target audience to tailor analysis for relevance (e.g., 'millennials', 'tech professionals').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "Optional context where the word will be used (e.g., 'email subject line', 'social media ad') to fine-tune recommendations.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeCompetitorComparison",
+ "type": "boolean",
+ "description": "If true, compares word effectiveness against competitor campaign word usage trends.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Analysis object containing sentiment score (-1 to 1), emotional impact summary, keyword strength score, relevance to target audience rating, usage recommendations, and optional competitor comparison insights."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to evaluate the impact and suitability of a specific word or phrase in a marketing context. It helps optimize word choices for campaign messaging by providing data-driven insight on sentiment, emotional appeal, and audience relevance, boosting engagement potential.",
+ "limitations": "This tool does not generate new words or phrases, nor does it analyze complete texts or long documents. Sentiment and relevance scoring rely on language and context provided, so incomplete context may reduce accuracy.",
+ "examples": [
+ "Analyze the word 'innovative' for a campaign targeting tech professionals.",
+ "Evaluate the phrase 'limited time offer' for an email subject line targeting young adults.",
+ "Check the sentiment and emotional impact of the word 'luxury' compared to competitor usage."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "analysis",
+ "word",
+ "sentiment",
+ "engagement",
+ "campaign",
+ "optimization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"word\":\"innovative\",\"language\":\"en\",\"targetAudience\":\"tech professionals\",\"context\":\"email subject line\",\"includeCompetitorComparison\":true}",
+ "description": "Analyze the word 'innovative' for its marketing effectiveness targeting tech professionals in an email subject line with competitor usage comparison."
+ },
+ {
+ "inputJson": "{\"word\":\"limited time offer\",\"language\":\"en\",\"targetAudience\":\"young adults\",\"context\":\"social media ad\",\"includeCompetitorComparison\":false}",
+ "description": "Evaluate the phrase 'limited time offer' for relevance and emotional impact in a social media ad targeting young adults."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeSentence",
+ "description": "Analyzes a marketing sentence by performing sentiment analysis, detecting key marketing themes, and evaluating emotional impact. Accepts a single text sentence input and returns sentiment scores, identified themes (e.g., urgency, exclusivity, trust), and emotional tone to help optimize marketing messages for target audiences.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "sentence",
+ "type": "string",
+ "description": "The marketing sentence text to analyze for sentiment and themes.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the sentence for analysis model selection.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeEmotionAnalysis",
+ "type": "boolean",
+ "description": "Whether to analyze and return emotional tone scores.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing sentiment polarity, detected marketing themes, and emotional tone scores relevant to marketing impact."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to evaluate the effectiveness and emotional appeal of marketing sentences. It helps identify how positive, negative, or neutral a message is, what marketing themes are emphasized, and the emotional tone it conveys, aiding in optimizing copy for campaigns.",
+ "limitations": "Cannot replace comprehensive campaign strategy analysis; limited to single sentences and does not assess entire campaign context or audience segmentation.",
+ "examples": [
+ "Analyze the sentiment and themes in this sentence: 'Limited time offer! Save big today.'",
+ "Determine if the sentence 'Our product is trusted by millions worldwide.' conveys trust and positivity.",
+ "Check emotional tones in the phrase 'Hurry, only a few spots left!'"
+ ]
+ },
+ "tags": [
+ "marketing",
+ "analysis",
+ "sentiment",
+ "emotion",
+ "copywriting",
+ "messageOptimization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sentence\":\"Exclusive deal just for you! Act now before it's gone.\",\"language\":\"en\",\"includeEmotionAnalysis\":true}",
+ "description": "Analyze an urgent and exclusive marketing sentence for sentiment, themes, and emotional tone."
+ },
+ {
+ "inputJson": "{\"sentence\":\"Our customers love the reliable quality of our products.\",\"language\":\"en\",\"includeEmotionAnalysis\":true}",
+ "description": "Evaluate the trustworthiness and positivity in a customer trust-related marketing sentence."
+ },
+ {
+ "inputJson": "{\"sentence\":\"Don't miss out on savings this weekend only!\",\"language\":\"en\",\"includeEmotionAnalysis\":false}",
+ "description": "Analyze the sentiment and marketing themes without emotional tone analysis in a sales urgency sentence."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeAnomaly",
+ "description": "Analyzes marketing campaign performance data to detect anomalies in key metrics such as click-through rates, conversion rates, or engagement over a specified period. Accepts time-series data, applies statistical and machine learning models to identify unusual patterns or deviations, and outputs detailed anomaly reports with timestamps, impacted metrics, and severity scores.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Unique identifier of the marketing campaign to analyze",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metrics",
+ "type": "array",
+ "description": "List of metric names to analyze for anomalies, e.g., ['clickThroughRate','conversionRate']",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "ISO 8601 formatted start date of analysis period",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "ISO 8601 formatted end date of analysis period",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sensitivity",
+ "type": "number",
+ "description": "Threshold sensitivity for anomaly detection (0 to 1), higher means more anomalies detected",
+ "required": false,
+ "defaultValue": "0.8"
+ },
+ {
+ "name": "aggregateBy",
+ "type": "string",
+ "description": "Granularity of data aggregation, e.g., 'daily', 'hourly', or 'weekly'",
+ "required": false,
+ "defaultValue": "daily"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a list of detected anomalies, each with metric name, timestamp, anomaly score, and description of the anomaly."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when monitoring marketing campaign analytics to automatically identify abnormal behavior or unexpected changes in key performance indicators. Ideal for early detection of potential issues or opportunities needing attention in campaigns, saving manual analysis time and improving responsiveness.",
+ "limitations": "Cannot explain root causes of anomalies or directly modify campaigns. Requires sufficient and clean time-series data. May produce false positives if data is noisy or incomplete.",
+ "examples": [
+ "Find anomalies in click-through rate and conversion rate for campaign XYZ from Jan 1 to Jan 31.",
+ "Analyze daily engagement and bounce rate metrics for campaign ABC over the last two weeks with high sensitivity.",
+ "Identify unusual spikes or drops in weekly conversion rates for campaign 1234 between March 1 and March 31."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "analytics",
+ "anomaly-detection",
+ "campaign-monitoring",
+ "time-series",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignId\":\"cmp12345\",\"metrics\":[\"clickThroughRate\",\"conversionRate\"],\"startDate\":\"2024-04-01T00:00:00Z\",\"endDate\":\"2024-04-30T23:59:59Z\",\"sensitivity\":0.85,\"aggregateBy\":\"daily\"}",
+ "description": "Detect anomalies in daily click-through and conversion rates for April 2024 for campaign cmp12345 with high sensitivity."
+ },
+ {
+ "inputJson": "{\"campaignId\":\"spring_sale_2024\",\"metrics\":[\"engagement\",\"bounceRate\"],\"startDate\":\"2024-03-15T00:00:00Z\",\"endDate\":\"2024-04-15T23:59:59Z\",\"sensitivity\":0.7,\"aggregateBy\":\"hourly\"}",
+ "description": "Analyze hourly engagement and bounce rate metrics for the Spring Sale 2024 campaign for one month with moderate sensitivity."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Anomaly",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeParagraph",
+ "description": "Analyzes a given marketing text paragraph to evaluate sentiment, extract key marketing keywords, and assess tone and engagement potential. Accepts textual input and returns structured analysis useful for refining marketing messages.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "paragraphText",
+ "type": "string",
+ "description": "The marketing paragraph text to analyze for sentiment, keywords, and tone.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the input text (e.g., 'en' for English) to tailor analysis accordingly.",
+ "required": false,
+ "defaultValue": "\"en\""
+ },
+ {
+ "name": "extractKeywords",
+ "type": "boolean",
+ "description": "Whether to extract key marketing keywords from the paragraph text.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "analyzeSentiment",
+ "type": "boolean",
+ "description": "Whether to perform sentiment analysis on the paragraph text.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "analyzeTone",
+ "type": "boolean",
+ "description": "Whether to analyze tone and engagement potential of the paragraph text.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing sentiment score (e.g., positive, neutral, negative), list of extracted marketing keywords, tone classification (e.g., persuasive, informative), and an engagement potential score."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to evaluate and improve marketing content by understanding sentiment, identifying impactful keywords, and assessing overall tone to optimize messaging effectiveness in campaigns.",
+ "limitations": "Does not generate new marketing content or provide in-depth industry-specific keyword suggestions. Analysis accuracy depends on input text clarity and language support.",
+ "examples": [
+ "Analyze the sentiment and keywords in this product promotion paragraph.",
+ "Evaluate the tone and engagement potential of a campaign's introductory text.",
+ "Extract marketing keywords from a newsletter paragraph to optimize SEO."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "analysis",
+ "sentiment",
+ "keywords",
+ "tone",
+ "engagement",
+ "content-evaluation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"paragraphText\":\"Our new smartwatch offers advanced health tracking features that keep you motivated and connected all day.\",\"language\":\"en\",\"extractKeywords\":true,\"analyzeSentiment\":true,\"analyzeTone\":true",
+ "description": "Analyze a product promotion paragraph for sentiment, keywords, and tone."
+ },
+ {
+ "inputJson": "{\"paragraphText\":\"Don't miss out on our exclusive summer sale with discounts up to 50%! Shop now and save big.\",\"extractKeywords\":true,\"analyzeSentiment\":true}",
+ "description": "Evaluate a promotional sale paragraph extracting keywords and sentiment."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeConversion",
+ "description": "Analyzes marketing campaign conversion data by processing input metrics such as visits, leads, and sales over time. It calculates conversion rates, identifies trends and bottlenecks, and generates summary statistics and insights to optimize campaign performance.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Identifier of the marketing campaign to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "Start date of the analysis period in ISO 8601 format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "End date of the analysis period in ISO 8601 format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "conversionStages",
+ "type": "array",
+ "description": "Ordered list of conversion funnel stages to consider (e.g., ['visit','lead','sale']).",
+ "required": false,
+ "defaultValue": "[\"visit\",\"lead\",\"sale\"]"
+ },
+ {
+ "name": "metrics",
+ "type": "array",
+ "description": "Specific metrics to analyze (e.g., ['conversionRate','dropOffRate']).",
+ "required": false,
+ "defaultValue": "[\"conversionRate\"]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured report including overall conversion rates per stage, time series trend data, bottleneck identification, and actionable recommendations."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to quantitatively evaluate the effectiveness of marketing campaigns by analyzing conversion data across defined funnel stages over a selectable time period. Helpful for marketing analysts and automation agents aiming to optimize lead generation and sales outcomes by identifying strengths and weaknesses in the conversion process.",
+ "limitations": "This tool does not directly access raw campaign data or real-time feeds; it requires pre-collected and structured data input associated with campaignId. It also does not perform campaign setup or media buying optimization.",
+ "examples": [
+ "Analyze conversion performance for campaign ID 'cmp123' during the last quarter.",
+ "Provide trend insights and bottleneck detection on leads to sales conversion for campaign 'cmp456' between 2024-01-01 and 2024-03-31.",
+ "Calculate overall conversion rates and identify stages with highest drop-off for campaign 'springLaunch2024'."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "analytics",
+ "conversion",
+ "automation",
+ "campaign"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignId\":\"cmp123\",\"startDate\":\"2024-01-01\",\"endDate\":\"2024-03-31\",\"conversionStages\":[\"visit\",\"lead\",\"sale\"],\"metrics\":[\"conversionRate\",\"dropOffRate\"]}",
+ "description": "Analyze conversion rates and drop-off across visit-lead-sale funnel for campaign cmp123 in Q1 2024."
+ },
+ {
+ "inputJson": "{\"campaignId\":\"launch2024\",\"metrics\":[\"conversionRate\"]}",
+ "description": "Calculate overall conversion rates for campaign launch2024 using default date range and funnel stages."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Conversion",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeEvent",
+ "description": "Analyzes marketing event data such as campaign interactions or customer engagement events. Accepts event logs or structured event data, performs aggregation and statistical insights (e.g., event frequency, conversion rates, attendee behavior patterns), and outputs a detailed analysis report highlighting key metrics and trends relevant for marketing optimization.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "eventData",
+ "type": "array",
+ "description": "Array of event objects containing event details such as type, timestamp, user attributes, and metadata for analysis",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "ISO 8601 formatted start date to filter events (inclusive). If omitted, includes all events prior.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "ISO 8601 formatted end date to filter events (inclusive). If omitted, includes all events after startDate.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventTypes",
+ "type": "array",
+ "description": "List of event types to include in analysis. If empty or omitted, analyzes all event types.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "groupBy",
+ "type": "string",
+ "description": "Dimension to group analysis by, such as 'eventType', 'userSegment', or 'campaignId'. If empty, no grouping applied.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeConversionRate",
+ "type": "boolean",
+ "description": "Whether to compute conversion rates based on specified conversion event types.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "conversionEventTypes",
+ "type": "array",
+ "description": "List of event types considered as conversions, used if includeConversionRate is true.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing aggregated event metrics, including counts, frequencies, conversion rates, and time-based trends grouped by specified dimensions if provided."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to understand marketing event data to extract insights about user engagement, campaign performance, event distribution over time, and conversion effectiveness. Ideal for generating reports or feeding downstream automation with summarized metrics from raw event logs.",
+ "limitations": "This tool cannot perform raw data cleaning or anomaly detection beyond basic filtering. It relies on well-structured event data with consistent fields. Complex predictive modeling or causal inference is outside its scope.",
+ "examples": [
+ "Analyze event data from last quarter for types 'click' and 'impression' grouped by campaignId.",
+ "Compute conversion rates for user signup events from marketing events collected in the past month.",
+ "Summarize attendee interactions by user segment for an event marketing campaign period."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analytics",
+ "event-analysis",
+ "conversion",
+ "reporting",
+ "campaign",
+ "engagement"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"eventData\":[{\"eventType\":\"click\",\"timestamp\":\"2024-04-10T12:34:56Z\",\"userId\":\"u123\",\"campaignId\":\"camp1\"},{\"eventType\":\"impression\",\"timestamp\":\"2024-04-10T12:35:10Z\",\"userId\":\"u124\",\"campaignId\":\"camp1\"},{\"eventType\":\"click\",\"timestamp\":\"2024-04-11T08:22:00Z\",\"userId\":\"u125\",\"campaignId\":\"camp2\"}],\"startDate\":\"2024-04-01T00:00:00Z\",\"endDate\":\"2024-04-30T23:59:59Z\",\"eventTypes\":[\"click\",\"impression\"],\"groupBy\":\"campaignId\",\"includeConversionRate\":true,\"conversionEventTypes\":[\"click\"]}",
+ "description": "Analyze clicks and impressions for April 2024 grouped by campaign ID, including conversion rate for click events."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Event",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeTrend",
+ "description": "Analyzes marketing data trends over time by accepting campaign performance metrics or social media data, applies statistical methods and trend detection algorithms, and outputs detailed insights about trend direction, strength, anomalies, and predictions for future performance.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "dataSource",
+ "type": "string",
+ "description": "Type of input data (e.g., 'socialMedia', 'emailCampaign', 'adPerformance').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeRange",
+ "type": "object",
+ "description": "Object specifying 'startDate' and 'endDate' (ISO strings) to define the analysis period.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metrics",
+ "type": "array",
+ "description": "List of performance metric names to analyze (e.g., ['clicks','impressions','engagementRate']).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "aggregationInterval",
+ "type": "string",
+ "description": "Interval for data aggregation ('daily', 'weekly', 'monthly').",
+ "required": false,
+ "defaultValue": "daily"
+ },
+ {
+ "name": "trendDetectionMethod",
+ "type": "string",
+ "description": "Statistical method to detect trends ('linearRegression', 'movingAverage', 'seasonalDecompose').",
+ "required": false,
+ "defaultValue": "linearRegression"
+ },
+ {
+ "name": "includeForecast",
+ "type": "boolean",
+ "description": "Whether to include future trend forecasts based on historical data.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "forecastHorizon",
+ "type": "number",
+ "description": "Number of future periods to forecast if includeForecast is true.",
+ "required": false,
+ "defaultValue": "7"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing identified trends for each metric including trend direction ('up', 'down', 'stable'), strength (numeric score), detected anomalies with timestamps, and optional forecast values with confidence intervals."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when analyzing marketing campaign data or social media metrics over time to detect and understand underlying trends, evaluate campaign effectiveness, and anticipate future performance. It helps automate data-driven marketing strategy adjustments.",
+ "limitations": "Does not perform data cleansing or integrate raw data from external sources. Accuracy depends on quality and consistency of the input data. It supports pre-defined trend detection methods but not custom algorithms.",
+ "examples": [
+ "Analyze trending engagement rate in social media campaigns over the past quarter.",
+ "Identify anomalies in email marketing click rates during last 3 months.",
+ "Forecast impressions trends for weekly online ads for next 2 weeks."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "analytics",
+ "trend analysis",
+ "campaign performance",
+ "forecasting",
+ "time series"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataSource\":\"socialMedia\",\"timeRange\":{\"startDate\":\"2023-01-01\",\"endDate\":\"2023-03-31\"},\"metrics\":[\"engagementRate\",\"reach\"],\"aggregationInterval\":\"weekly\",\"trendDetectionMethod\":\"movingAverage\",\"includeForecast\":true,\"forecastHorizon\":4}",
+ "description": "Analyze weekly engagement rate and reach trends from social media campaigns in Q1 2023 and forecast next month."
+ },
+ {
+ "inputJson": "{\"dataSource\":\"emailCampaign\",\"timeRange\":{\"startDate\":\"2023-02-01\",\"endDate\":\"2023-04-30\"},\"metrics\":[\"clicks\",\"openRate\"],\"aggregationInterval\":\"daily\",\"trendDetectionMethod\":\"linearRegression\",\"includeForecast\":false}",
+ "description": "Daily trend analysis on clicks and open rates of email campaigns from Feb to April 2023 with no forecast."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Trend",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeDashboard",
+ "description": "Analyzes marketing campaign dashboards by ingesting raw performance data and configuration options to produce summarized insights, trend analyses, and KPI evaluations. The tool accepts campaign metrics and dashboard settings, performs data aggregation, comparison against goals, and outputs a structured report highlighting key findings.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "campaignData",
+ "type": "object",
+ "description": "Raw marketing campaign data including metrics like impressions, clicks, conversions over time.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dashboardConfig",
+ "type": "object",
+ "description": "Configuration settings of the dashboard such as selected KPIs, date ranges, and segmentation filters.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "comparePeriod",
+ "type": "string",
+ "description": "Optional parameter specifying a previous period (e.g., 'last_month') to compare against for trend analysis.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the analysis output report; supports 'summary' or 'detailed'.",
+ "required": false,
+ "defaultValue": "summary"
+ },
+ {
+ "name": "includeRecommendations",
+ "type": "boolean",
+ "description": "Flag to include automated marketing improvement recommendations based on analysis.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured analysis report containing aggregated metrics, trend insights, KPI evaluations, and optionally improvement recommendations."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to assess the performance and effectiveness of marketing campaigns through their dashboards. It helps in understanding metric trends, comparing periods, and extracting actionable insights for marketing optimization.",
+ "limitations": "Does not connect to live data sources or fetch raw data automatically; requires pre-provided campaign data. Does not perform creative or qualitative content analysis.",
+ "examples": [
+ "Analyze last quarter's Facebook ad campaign dashboard with focus on conversion rate and ROAS.",
+ "Generate a detailed analysis report comparing current and previous month campaign KPIs.",
+ "Provide marketing optimization recommendations based on email campaign dashboard data."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "analytics",
+ "dashboard",
+ "campaign-analysis",
+ "KPI",
+ "reporting",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignData\":{\"impressions\":50000,\"clicks\":1200,\"conversions\":150,\"revenue\":4500,\"dateRange\":\"2024-01-01 to 2024-03-31\"},\"dashboardConfig\":{\"selectedKPIs\":[\"CTR\",\"ConversionRate\",\"ROAS\"],\"dateRange\":\"2024-01-01 to 2024-03-31\",\"segments\":[\"age:25-34\",\"device:mobile\"]},\"comparePeriod\":\"last_quarter\",\"outputFormat\":\"summary\",\"includeRecommendations\":true}",
+ "description": "Summarize Q1 campaign performance with comparison to previous quarter and generate high-level recommendations."
+ },
+ {
+ "inputJson": "{\"campaignData\":{\"emailOpens\":2000,\"emailClicks\":400,\"subscriptions\":50,\"dateRange\":\"2024-05-01 to 2024-05-31\"},\"dashboardConfig\":{\"selectedKPIs\":[\"OpenRate\",\"ClickThroughRate\",\"SubscriptionRate\"],\"dateRange\":\"2024-05-01 to 2024-05-31\"},\"outputFormat\":\"detailed\",\"includeRecommendations\":false}",
+ "description": "Produce a detailed report on May email campaign KPIs without recommendations."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Dashboard",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeKPI",
+ "description": "Analyzes marketing KPIs by accepting structured campaign data and performance metrics, calculating key indicators such as conversion rates, ROI, click-through rates, and engagement statistics. It outputs a summarized report highlighting KPI trends, benchmarks, and actionable insights for campaign optimization.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "campaignData",
+ "type": "array",
+ "description": "Array of objects representing campaign performance metrics over time (e.g., impressions, clicks, conversions).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "kpisToAnalyze",
+ "type": "array",
+ "description": "List of KPI names to analyze such as 'conversionRate', 'roi', 'clickThroughRate'. If empty, analyzes all available KPIs.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "timeFrameStart",
+ "type": "string",
+ "description": "Start date (ISO 8601) for the time frame of KPI analysis.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeFrameEnd",
+ "type": "string",
+ "description": "End date (ISO 8601) for the time frame of KPI analysis.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "benchmarkValues",
+ "type": "object",
+ "description": "Optional object providing benchmark values for KPIs to compare performance against industry or historical standards.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "includeTrends",
+ "type": "boolean",
+ "description": "Flag indicating whether to include trend analysis over the specified time frame.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object summarizing each KPI with current values, trend direction, deviation from benchmarks, and actionable insights for marketing campaign improvements."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to evaluate the effectiveness of marketing campaigns by analyzing key performance indicators extracted from raw campaign data. It's useful for generating detailed reports that assist in decision-making for campaign adjustments and budget allocation.",
+ "limitations": "This tool does not collect raw data from external sources; input data must be preprocessed and accurately structured. It also does not predict future KPI values beyond identifying trends from historical data.",
+ "examples": [
+ "Analyze KPIs for the last quarter to see how our paid ads performed compared to industry benchmarks.",
+ "Generate a KPI analysis report from campaign data including conversion rates and ROI for multiple campaigns.",
+ "Provide trends and insights about click-through rates and engagement metrics from recent marketing emails."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analytics",
+ "KPI",
+ "campaign analysis",
+ "performance",
+ "reporting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignData\":[{\"date\":\"2024-04-01\",\"impressions\":10000,\"clicks\":500,\"conversions\":50,\"revenue\":2500}],\"kpisToAnalyze\":[\"conversionRate\",\"roi\"],\"timeFrameStart\":\"2024-04-01\",\"timeFrameEnd\":\"2024-04-30\",\"benchmarkValues\":{\"conversionRate\":0.05,\"roi\":1.5},\"includeTrends\":true}",
+ "description": "Analyze conversion rate and ROI KPIs for April 2024 campaign data with benchmarks."
+ },
+ {
+ "inputJson": "{\"campaignData\":[{\"date\":\"2024-05-01\",\"impressions\":15000,\"clicks\":850,\"conversions\":80}],\"kpisToAnalyze\":[],\"timeFrameStart\":\"2024-05-01\",\"timeFrameEnd\":\"2024-05-31\",\"benchmarkValues\":{},\"includeTrends\":false}",
+ "description": "Analyze all KPIs from May 2024 campaign data without trend analysis or benchmarks."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "KPI",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeMetric",
+ "description": "Analyzes marketing campaign metrics by accepting raw metric data and contextual parameters. It processes time-series or aggregate marketing data, performs trend analysis, calculates key performance indicators, and outputs an interpretable summary report with insights and recommendations for campaign optimization.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "metricData",
+ "type": "array",
+ "description": "An array of objects representing the raw metric data points to analyze, each with timestamps and values.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metricType",
+ "type": "string",
+ "description": "A string specifying the type of metric being analyzed (e.g., 'clicks', 'impressions', 'conversions').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "ISO 8601 format start date for the analysis period (e.g., '2024-01-01').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "ISO 8601 format end date for the analysis period (e.g., '2024-01-31').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "compareToPreviousPeriod",
+ "type": "boolean",
+ "description": "Flag indicating whether the tool should compare metrics to the previous period for trend detection.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "granularity",
+ "type": "string",
+ "description": "Time granularity for analysis such as 'daily', 'weekly', or 'monthly'.",
+ "required": false,
+ "defaultValue": "daily"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured report object containing summary statistics, trend analyses, KPI calculations, and actionable insights related to the input marketing metric data."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to understand and provide insights on marketing campaign performance metrics over a given period. It helps convert raw data into actionable analysis, trends, and recommendations for improving campaign effectiveness.",
+ "limitations": "This tool does not perform raw data collection or cleansing; input data must be preprocessed and formatted correctly. It also does not execute campaign actions or predict future trends beyond trend comparison with past data.",
+ "examples": [
+ "Analyze the daily clicks metric for the last month and compare it to the previous month.",
+ "Provide a summary and insights for conversions from a recent campaign dataset.",
+ "Generate trend analysis of weekly impressions over the past quarter."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analytics",
+ "metrics",
+ "campaign",
+ "performance",
+ "trend-analysis"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"metricData\":[{\"timestamp\":\"2024-04-01T00:00:00Z\",\"value\":120},{\"timestamp\":\"2024-04-02T00:00:00Z\",\"value\":150}],\"metricType\":\"clicks\",\"startDate\":\"2024-04-01\",\"endDate\":\"2024-04-07\",\"compareToPreviousPeriod\":true,\"granularity\":\"daily\"}",
+ "description": "Daily clicks data for the first week of April 2024 with comparison to the previous week."
+ },
+ {
+ "inputJson": "{\"metricData\":[{\"timestamp\":\"2024-03-01T00:00:00Z\",\"value\":5000},{\"timestamp\":\"2024-03-31T00:00:00Z\",\"value\":7200}],\"metricType\":\"impressions\",\"startDate\":\"2024-03-01\",\"endDate\":\"2024-03-31\",\"compareToPreviousPeriod\":false,\"granularity\":\"monthly\"}",
+ "description": "Monthly impressions metric for March 2024 without comparison."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Metric",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeMention",
+ "description": "Analyzes brand or product mentions from provided communication text or social media data. Accepts raw text or structured mention data, extracts sentiment, key topics, and mention frequency, then outputs a detailed analysis report highlighting positive, negative, or neutral sentiment trends and key influencer impact.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "inputText",
+ "type": "string",
+ "description": "Raw text or communication content containing mentions to analyze, can be social media posts, reviews, or comments.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "mentionData",
+ "type": "array",
+ "description": "Structured array of mention objects including text, author, timestamp fields to analyze for sentiment and trends.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en', 'es') to guide sentiment analysis and keyword extraction.",
+ "required": false,
+ "defaultValue": "\"en\""
+ },
+ {
+ "name": "dateRange",
+ "type": "object",
+ "description": "Optional date range filter with 'startDate' and 'endDate' (ISO 8601 strings) to limit analysis to mentions in this period.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeNeutral",
+ "type": "boolean",
+ "description": "Whether to include neutral sentiment mentions in the analysis output. Defaults to false to focus on polarized opinions.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "topInfluencerCount",
+ "type": "number",
+ "description": "Number of top influencers to identify based on mention impact or reach, default is 5.",
+ "required": false,
+ "defaultValue": "5"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A comprehensive analysis report including total mention counts, sentiment breakdown (positive, negative, neutral), key topics extracted from mentions, and a ranked list of top influencers with their mention metrics."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to interpret raw text or structured mentions data to provide sentiment insights, identify trending topics related to a brand or product, and highlight influential mention sources, useful for marketing performance evaluation or campaign adjustment.",
+ "limitations": "Cannot access live social media data; must be provided with text or mention data. Sentiment analysis quality depends on language support and text clarity. Does not detect sarcastic or highly nuanced mentions reliably.",
+ "examples": [
+ "Analyze sentiment and influencer impact from a list of social media mentions over the last month.",
+ "Extract key topics and mention trends from raw customer review texts in English.",
+ "Provide a sentiment breakdown including neutral for brand feedback comments within a custom date range."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "sentiment-analysis",
+ "brand-monitoring",
+ "influencer-analysis",
+ "text-analysis",
+ "social-listening"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputText\":\"I love the new product update! Great job team, but the pricing could be better.\",\"language\":\"en\",\"includeNeutral\":false}",
+ "description": "Analyze single input text for sentiment and topic extraction in English, excluding neutral sentiment."
+ },
+ {
+ "inputJson": "{\"mentionData\":[{\"text\":\"The app keeps crashing, very frustrating.\",\"author\":\"user123\",\"timestamp\":\"2024-05-15T10:00:00Z\"},{\"text\":\"Amazing user experience and fantastic support!\",\"author\":\"influencerX\",\"timestamp\":\"2024-05-16T12:30:00Z\"}],\"language\":\"en\",\"includeNeutral\":false,\"topInfluencerCount\":3}",
+ "description": "Analyze structured mention data containing positive and negative user feedback, identify sentiment and top influencers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Mention",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeComment",
+ "description": "Analyzes customer comments or feedback from marketing channels to extract sentiment, detect key topics, and provide engagement metrics. Accepts raw comment text or an array of comments, processes them using natural language processing to identify positive, negative, or neutral sentiment, extracts main themes or keywords, and returns a structured summary report with insights for marketing optimization.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "comments",
+ "type": "array",
+ "description": "An array of comment strings or feedback texts to analyze for sentiment and topics.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code of the comments to improve accuracy (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "\"en\""
+ },
+ {
+ "name": "includeSentimentScores",
+ "type": "boolean",
+ "description": "Whether to include detailed sentiment scores for each comment in the output.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "extractKeywordsCount",
+ "type": "number",
+ "description": "Number of top keywords or topics to extract from the comments.",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "minCommentLength",
+ "type": "number",
+ "description": "Minimum character length of comments to consider in the analysis, filtering out shorter texts.",
+ "required": false,
+ "defaultValue": "10"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing overall sentiment summary, keyword topics with relevance scores, counts of positive/negative/neutral comments, and optional detailed sentiment scores per comment if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly gain insights from customer comments or feedback collected through marketing campaigns, social media, or surveys. It helps evaluate public opinion, spot emerging topics, and measure engagement tone to support data-driven marketing decisions.",
+ "limitations": "The tool cannot replace in-depth human qualitative analysis and may not accurately analyze sarcasm, irony, or complex emotional nuances. It relies on textual data and lacks contextual understanding beyond the comments provided.",
+ "examples": [
+ "Analyze recent social media comments to summarize customer sentiment about a new product launch.",
+ "Extract key topics and sentiment from feedback collected in a user survey.",
+ "Generate a report summarizing positive, neutral, and negative comments about a marketing campaign."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "sentiment-analysis",
+ "feedback",
+ "comments",
+ "NLP",
+ "customer-insights"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"comments\":[\"I love the new features you introduced! Very helpful.\",\"The product is okay, but could use improvement.\",\"Terrible experience, I am very disappointed.\"],\"includeSentimentScores\":true}",
+ "description": "Analyze mixed sentiment comments from users including detailed sentiment scores."
+ },
+ {
+ "inputJson": "{\"comments\":[\"Great campaign!\",\"Not impressed with the new update.\",\"Average service.\"],\"extractKeywordsCount\":3}",
+ "description": "Analyze a small set of comments focusing on extracting top 3 keywords and overall sentiment."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Comment",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeMessage",
+ "description": "Analyzes marketing message content provided as plain text, extracting key marketing metrics such as sentiment, call-to-action effectiveness, keyword relevance, and suggested improvements. It accepts message text and optional context parameters, processes linguistic and marketing-focused data, and outputs an analysis report including sentiments, scores, and optimization tips.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "messageText",
+ "type": "string",
+ "description": "The plain text content of the marketing message to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "Optional context or campaign type related to the message (e.g., email, social media) to tailor analysis.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the message content to improve accuracy of analysis (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "\"en\""
+ },
+ {
+ "name": "includeSuggestions",
+ "type": "boolean",
+ "description": "Whether to include writing and call-to-action improvement suggestions in the output.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing sentiment analysis (positive, neutral, negative scores), keyword relevance score, call-to-action effectiveness score, and optionally recommendations for message improvement."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to evaluate the effectiveness and tone of a marketing message before deployment. It helps in understanding sentiment, key marketing metrics, and provides optimization suggestions to improve engagement and conversion rates.",
+ "limitations": "This tool analyzes text content only; it does not evaluate visual assets or full campaign performance. Sentiment and effectiveness scores are estimations and may require human review in nuance-sensitive contexts.",
+ "examples": [
+ "Analyze my new email campaign message to understand its positivity and call-to-action strength.",
+ "Evaluate the social media post text for marketing impact and get suggestions for improvement.",
+ "Check the language tone and keyword relevance of our SMS marketing message."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "analysis",
+ "automation",
+ "message",
+ "sentiment",
+ "call-to-action",
+ "optimization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"messageText\":\"Don't miss out on our exclusive 50% off sale! Shop now and save big.\",\"context\":\"email\",\"language\":\"en\",\"includeSuggestions\":true}",
+ "description": "Analyzing an email message promoting a sale for sentiment, call-to-action effectiveness, and improvement tips."
+ },
+ {
+ "inputJson": "{\"messageText\":\"Join our webinar to learn the secrets of digital marketing success.\",\"context\":\"social media\",\"language\":\"en\",\"includeSuggestions\":true}",
+ "description": "Analyzing a social media post promoting a webinar to assess message impact and suggestions for enhancement."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Message",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeThread",
+ "description": "Analyzes a marketing communication thread such as an email chain or chat conversation. Accepts thread data including messages and metadata, processes sentiment, engagement metrics, key topics, and response delays, and returns a structured report outlining thread effectiveness and communication insights.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "threadId",
+ "type": "string",
+ "description": "Unique identifier for the communication thread to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messages",
+ "type": "array",
+ "description": "Array of message objects within the thread, each containing sender, timestamp, and content fields.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "Optional ISO date string to filter messages starting from this date.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "Optional ISO date string to filter messages up to this date.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSentimentAnalysis",
+ "type": "boolean",
+ "description": "Flag to enable sentiment analysis on each message. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeEngagementMetrics",
+ "type": "boolean",
+ "description": "Flag to include engagement metrics such as reply rates and delays. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeTopicExtraction",
+ "type": "boolean",
+ "description": "Flag to perform key topic and keyword extraction from the thread. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Analysis report object containing sentiment summaries, engagement metrics like response times and rates, key topics discussed, and overall thread effectiveness score."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to assess the quality and effectiveness of a marketing communication thread, whether email or chat, to guide campaign adjustments and optimize messaging strategies. Helpful for evaluating customer response behavior and identifying key discussion topics.",
+ "limitations": "Cannot analyze attachments or multimedia content embedded in the thread; quality depends on completeness and quality of supplied messages data; does not generate new responses or content.",
+ "examples": [
+ "Analyze the email thread with ID 'thread123' to get sentiment and engagement insights.",
+ "Analyze messages from '2023-04-01' to '2023-04-10' including sentiment analysis.",
+ "Get a topic summary and response time metrics for marketing chat conversation thread ID 'conv456'."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analysis",
+ "communication",
+ "thread",
+ "sentiment",
+ "engagement"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"threadId\":\"email-thread-001\",\"includeSentimentAnalysis\":true,\"includeEngagementMetrics\":true,\"includeTopicExtraction\":true}",
+ "description": "Analyze the marketing email thread with ID 'email-thread-001' for sentiment, engagement, and topics."
+ },
+ {
+ "inputJson": "{\"threadId\":\"chat-789\",\"messages\":[{\"sender\":\"agent\",\"timestamp\":\"2024-05-01T10:00:00Z\",\"content\":\"Hello! How can I help you today?\"},{\"sender\":\"customer\",\"timestamp\":\"2024-05-01T10:05:00Z\",\"content\":\"I'm interested in your product pricing.\"}],\"includeEngagementMetrics\":false}",
+ "description": "Analyze a short chat thread with explicit messages provided, skipping engagement metrics."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Thread",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeChannel",
+ "description": "Analyzes marketing communication channel data to assess performance metrics such as engagement, conversion rates, bounce rates, and audience demographics. Accepts input data from email, social media, or messaging platforms and outputs an analytical report summarizing channel effectiveness and recommendations.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "channelType",
+ "type": "string",
+ "description": "Type of communication channel (e.g. email, socialMedia, sms).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "data",
+ "type": "object",
+ "description": "Raw interaction data specific to the channel, such as message events, clicks, opens, impressions, or replies.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeRange",
+ "type": "object",
+ "description": "Date range for analysis with startDate and endDate in ISO format (e.g. {\"startDate\":\"2024-01-01\",\"endDate\":\"2024-01-31\"}).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "segmentFilters",
+ "type": "object",
+ "description": "Optional segmentation criteria to filter audience subsets (e.g. demographics, geography).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object summarizing key performance indicators like engagement rate, conversion rate, bounce rate, audience demographics, and actionable insights for the specified channel."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to evaluate the performance of a marketing communication channel using raw event data to generate insights on engagement, conversion, and audience characteristics, enabling data-driven campaign optimization.",
+ "limitations": "Does not collect raw data; requires properly formatted input data. Cannot replace human strategic marketing decisions. Limited to structured event data from recognized communication channels.",
+ "examples": [
+ "Analyze the email campaign performance data from last month focusing on open and click rates.",
+ "Evaluate our social media channel effectiveness for the last quarter segmented by age group.",
+ "Provide engagement metrics and recommendations for SMS marketing based on text message delivery and response data."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "channelAnalysis",
+ "campaignPerformance",
+ "engagement",
+ "conversion",
+ "analytics"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelType\":\"email\",\"data\":{\"events\":[{\"type\":\"open\",\"timestamp\":\"2024-05-01T10:00:00Z\"},{\"type\":\"click\",\"timestamp\":\"2024-05-01T10:05:00Z\"},{\"type\":\"bounce\",\"timestamp\":\"2024-05-01T10:01:00Z\"}],\"totalSent\":1000},\"timeRange\":{\"startDate\":\"2024-05-01\",\"endDate\":\"2024-05-31\"}}",
+ "description": "Analyze email campaign data from May 2024 to assess open and click rates and identify potential issues like bounces."
+ },
+ {
+ "inputJson": "{\"channelType\":\"socialMedia\",\"data\":{\"posts\":[{\"impressions\":1000,\"engagements\":150,\"date\":\"2024-04-01\"},{\"impressions\":1200,\"engagements\":200,\"date\":\"2024-04-02\"}]},\"timeRange\":{\"startDate\":\"2024-04-01\",\"endDate\":\"2024-04-30\"},\"segmentFilters\":{\"ageGroup\":\"18-24\"}}",
+ "description": "Evaluate social media channel engagement metrics for April 2024 filtered by age group 18-24."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Channel",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeReply",
+ "description": "Analyzes customer reply messages from marketing campaigns to extract sentiment, intent, and key feedback points. Accepts textual reply input, performs natural language processing to classify sentiment and intent, and outputs a structured summary including sentiment score, detected intent, and summary keywords.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "replyText",
+ "type": "string",
+ "description": "The raw text of the customer reply message to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code of the reply text (e.g., 'en' for English) to optimize NLP models.",
+ "required": false,
+ "defaultValue": "\"en\""
+ },
+ {
+ "name": "includeKeywords",
+ "type": "boolean",
+ "description": "Whether to include key extracted keywords in the output summary.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxKeywords",
+ "type": "number",
+ "description": "The maximum number of keywords to extract from the reply text.",
+ "required": false,
+ "defaultValue": "5"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an analysis summary object containing sentiment score (range -1 to 1), sentiment label (e.g., positive, negative, neutral), detected intent category, an array of key feedback keywords, and a brief text summary of the reply content."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to understand customer reply messages in marketing campaigns, to automatically gauge customer sentiment, infer their intent (e.g., inquiry, complaint, praise), and extract important feedback keywords. It helps in automating response prioritization, customer segmentation, and improving campaign messaging based on actual customer inputs.",
+ "limitations": "The tool cannot provide deep conversational context beyond the single reply message. Complex sarcasm, idioms, or highly ambiguous texts may reduce accuracy. It also does not perform reply generation or detailed customer profiling beyond the analyzed text.",
+ "examples": [
+ "Analyze a customer's reply to a promotional email to understand if the customer is interested, confused, or dissatisfied.",
+ "Extract key topics mentioned in customer feedback replies from a recent marketing SMS campaign.",
+ "Determine the sentiment and intent of replies to a product launch announcement email to prioritize customer support responses."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analysis",
+ "sentiment-analysis",
+ "reply",
+ "customer-feedback",
+ "NLP"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"replyText\":\"Thanks for the great deal! I'm very happy with the service.\",\"language\":\"en\",\"includeKeywords\":true,\"maxKeywords\":3}",
+ "description": "Analyze a positive customer reply expressing satisfaction."
+ },
+ {
+ "inputJson": "{\"replyText\":\"I didn't understand the offer details, can you clarify?\",\"language\":\"en\",\"includeKeywords\":true,\"maxKeywords\":4}",
+ "description": "Analyze a customer reply indicating confusion and request for clarification."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeNotification",
+ "description": "Analyzes marketing notification campaign data to provide insights on delivery performance, engagement metrics, and audience segmentation. Accepts notification campaign IDs or raw event data, processes metrics like open rates, click rates, and conversions, and outputs a detailed performance report to optimize future campaigns.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Identifier of the notification campaign to analyze.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventData",
+ "type": "array",
+ "description": "Raw event data for notifications, including delivery and interaction timestamps and user IDs. Used if campaignId is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "Start date for analysis period in ISO 8601 format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "End date for analysis period in ISO 8601 format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSegmentation",
+ "type": "boolean",
+ "description": "Whether to analyze and include audience segmentation insights in the report.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "metrics",
+ "type": "array",
+ "description": "Specific metrics to analyze, e.g., ['openRate', 'clickThroughRate', 'conversionRate']. Defaults to all key metrics if empty.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing overall metrics, trends over time, audience segment performance, and actionable insights for improving notification campaigns."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to evaluate the effectiveness of marketing notification campaigns by examining delivery success, user engagement, and conversion metrics. It helps optimize campaign timing, content, and targeting by revealing performance patterns and segment responses. Ideal when raw events or campaign IDs with date ranges are available.",
+ "limitations": "Cannot send notifications or modify campaigns; analysis depends on data completeness and quality provided; may not integrate real-time streaming data.",
+ "examples": [
+ "Analyze the past month's push notification campaign with ID 'camp123' to understand engagement trends and segment performance.",
+ "Evaluate raw event data for a recent email notification blast to extract open and click rates between 2024-01-01 and 2024-01-15.",
+ "Generate a report focusing on conversion rates and click-through rates for a specified campaign to optimize messaging strategies."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "notification",
+ "analytics",
+ "campaign analysis",
+ "engagement",
+ "performance"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignId\":\"camp123\",\"startDate\":\"2024-03-01\",\"endDate\":\"2024-03-31\",\"includeSegmentation\":true}",
+ "description": "Analyze campaign 'camp123' performance and audience segmentation for March 2024."
+ },
+ {
+ "inputJson": "{\"eventData\":[{\"userId\":\"u1\",\"event\":\"delivered\",\"timestamp\":\"2024-04-10T10:00:00Z\"},{\"userId\":\"u1\",\"event\":\"opened\",\"timestamp\":\"2024-04-10T10:05:00Z\"},{\"userId\":\"u2\",\"event\":\"delivered\",\"timestamp\":\"2024-04-10T10:00:00Z\"}],\"metrics\":[\"openRate\",\"clickThroughRate\"]}",
+ "description": "Analyze provided raw notification events focusing on open and click-through rates."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Notification",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeAlert",
+ "description": "Analyzes marketing security alerts by processing alert details such as notification type, message, timestamps, and severity. It evaluates potential threats or suspicious activities affecting marketing campaigns or data, and outputs a structured risk assessment report including threat level, recommended actions, and alert metadata.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "alertType",
+ "type": "string",
+ "description": "Type of the alert to analyze, e.g., phishing, data breach, suspicious login (required)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "alertMessage",
+ "type": "string",
+ "description": "Detailed message or content of the alert to be analyzed (required)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "alertTimestamp",
+ "type": "string",
+ "description": "ISO 8601 timestamp of when the alert was generated (required)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "severityLevel",
+ "type": "string",
+ "description": "Severity level of the alert, e.g., low, medium, high, critical (optional)",
+ "required": false,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Identifier of the marketing campaign related to this alert (optional)",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "additionalData",
+ "type": "object",
+ "description": "Optional object including any extra data relevant to alert context (optional)",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Analysis report detailing the threat assessment, including threatLevel (low, medium, high, critical), confidence score (0-1), recommended mitigation actions, and processed alert metadata."
+ },
+ "aiAgent": {
+ "useCase": "This tool helps AI agents automatically analyze and assess security alerts related to marketing systems and campaigns. It is useful when an agent detects or receives marketing-related security notifications and needs to determine risk severity, impact, and next steps for mitigation. It bridges security alert data with marketing operational context for proactive defense.",
+ "limitations": "The tool cannot prevent attacks or fix security issues directly; it only analyzes alert data and provides recommendations. It may be limited by incomplete or inaccurate input alert information and does not replace full security incident investigations.",
+ "examples": [
+ "Analyze a phishing alert received for a marketing email campaign",
+ "Assess the risk level of a suspicious login detected on a marketing platform account",
+ "Generate mitigation guidance from a high severity data breach alert impacting customer data"
+ ]
+ },
+ "tags": [
+ "marketing",
+ "security",
+ "alert-analysis",
+ "threat-assessment",
+ "automation",
+ "campaign-protection"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"alertType\":\"phishing\",\"alertMessage\":\"Multiple users reported suspicious link in marketing newsletter\",\"alertTimestamp\":\"2024-05-15T08:30:00Z\",\"severityLevel\":\"high\",\"campaignId\":\"camp12345\",\"additionalData\":{\"detectedUrl\":\"http://malicious.example.com\"}}",
+ "description": "Analyze a phishing alert reporting suspicious link in a marketing newsletter campaign."
+ },
+ {
+ "inputJson": "{\"alertType\":\"suspiciousLogin\",\"alertMessage\":\"Unusual login detected from unknown IP in marketing dashboard\",\"alertTimestamp\":\"2024-05-20T13:45:00Z\",\"severityLevel\":\"medium\",\"campaignId\":\"camp67890\"}",
+ "description": "Evaluate risk of a suspicious login event to marketing platform dashboard."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Alert",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeBudget",
+ "description": "Analyzes a marketing campaign budget by evaluating the allocation across channels, comparing planned versus actual spend, and providing key performance insights such as return on investment and cost efficiency. Accepts detailed budget and spend data as inputs and outputs a structured report with actionable analytics.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "plannedBudget",
+ "type": "object",
+ "description": "Object mapping marketing channels to their planned budget amounts in USD.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "actualSpend",
+ "type": "object",
+ "description": "Object mapping marketing channels to their actual spend amounts in USD.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "performanceMetrics",
+ "type": "object",
+ "description": "Object mapping marketing channels to their key performance metrics (e.g., leads generated, conversions).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "reportFormat",
+ "type": "string",
+ "description": "Format of the output report, e.g., 'summary' for high-level insights, 'detailed' for granular analysis.",
+ "required": false,
+ "defaultValue": "summary"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An analysis report object summarizing budget allocation, variance between planned and actual spending, performance efficiency metrics such as ROI per channel, and recommendations."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to evaluate how marketing budgets were utilized across multiple channels, detect overspending or underspending, and correlate spending with performance indicators. It helps in understanding budget efficiency and guiding adjustments for future campaigns.",
+ "limitations": "This tool does not track real-time spend updates, does not execute budget changes, and relies on accurate input data for meaningful analysis. It cannot replace financial auditing.",
+ "examples": [
+ "Analyze the monthly marketing budget allocation and actual spend for the April campaign.",
+ "Generate a report comparing planned versus actual spend across channels and evaluate ROI.",
+ "Provide a detailed analysis of budget underspending and performance for the last quarter."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "budget analysis",
+ "campaign performance",
+ "cost efficiency",
+ "ROI",
+ "marketing-automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"plannedBudget\":{\"socialMedia\":10000,\"email\":5000,\"searchAds\":15000},\"actualSpend\":{\"socialMedia\":12000,\"email\":4500,\"searchAds\":14000},\"performanceMetrics\":{\"socialMedia\":{\"leads\":250,\"conversions\":35},\"email\":{\"leads\":100,\"conversions\":20},\"searchAds\":{\"leads\":300,\"conversions\":40}},\"reportFormat\":\"summary\"}",
+ "description": "Summarize the marketing budget spend and performance for social media, email, and search ads with planned and actual amounts."
+ },
+ {
+ "inputJson": "{\"plannedBudget\":{\"socialMedia\":8000,\"email\":4000,\"searchAds\":12000,\"affiliate\":3000},\"actualSpend\":{\"socialMedia\":7500,\"email\":4100,\"searchAds\":13000,\"affiliate\":3500},\"performanceMetrics\":{\"socialMedia\":{\"conversions\":30},\"email\":{\"conversions\":18},\"searchAds\":{\"conversions\":45},\"affiliate\":{\"conversions\":15}},\"reportFormat\":\"detailed\"}",
+ "description": "Provide a detailed channel-wise comparison of planned versus actual budgets including conversion metrics."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Budget",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeIncident",
+ "description": "Analyzes marketing-related security incidents by accepting incident logs, campaign metadata, and threat intelligence data. It processes these inputs to identify the root cause, affected assets, and potential campaign impact, outputting a detailed incident report with risk assessment and recommended remediation steps.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "incidentLogs",
+ "type": "array",
+ "description": "List of security incident log entries related to marketing platforms, including timestamps and event details.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Identifier of the marketing campaign affected by the incident.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "threatIntelligenceData",
+ "type": "object",
+ "description": "Optional object containing external threat intelligence relevant to the incident, such as known attacker signatures or vulnerabilities.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "analysisDepth",
+ "type": "string",
+ "description": "Level of detail for the analysis, e.g., 'basic', 'detailed', or 'comprehensive'.",
+ "required": false,
+ "defaultValue": "basic"
+ },
+ {
+ "name": "includeRemediation",
+ "type": "boolean",
+ "description": "Flag indicating whether to include remediation recommendations in the output report.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured incident analysis report including summary, root cause analysis, affected campaign components, risk level, and optional remediation suggestions."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to analyze security incidents specifically impacting marketing campaigns or platforms. It helps identify how incidents affect campaign operations, assesses risk, and prepares actionable insights for marketing operations or security teams.",
+ "limitations": "This tool cannot detect incidents on its own; it requires prior incident logs and metadata. It focuses only on marketing-related security incidents and does not replace enterprise-wide security incident management.",
+ "examples": [
+ "Analyze the recent phishing incident logs impacting campaign ID 'summer_promo_2024' to understand its root cause and impact.",
+ "Evaluate marketing platform breach logs with threat intelligence to generate a comprehensive incident report with remediation steps.",
+ "Generate a basic incident impact summary for campaign 'black_friday_2023' using given security logs."
+ ]
+ },
+ "tags": [
+ "security",
+ "marketing",
+ "incident analysis",
+ "automation",
+ "risk assessment",
+ "campaign management"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"incidentLogs\":[{\"timestamp\":\"2024-06-10T13:45:00Z\",\"event\":\"unauthorizedAccess\",\"details\":\"Suspicious login detected from foreign IP.\"},{\"timestamp\":\"2024-06-10T14:00:00Z\",\"event\":\"dataExfiltration\",\"details\":\"Large export of customer emails.\"}],\"campaignId\":\"summer_sale_2024\",\"threatIntelligenceData\":{\"knownAttackers\":[\"APT28\"],\"vulnerabilities\":[\"CVE-2024-12345\"]},\"analysisDepth\":\"detailed\",\"includeRemediation\":true}",
+ "description": "Detailed analysis of unauthorized access and data exfiltration in the 'summer_sale_2024' campaign incorporating threat intelligence to produce comprehensive incident report with remediation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Incident",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeThreat",
+ "description": "Analyzes marketing campaign data and external signals to identify potential threats such as phishing, brand impersonation, or fraudulent ads. It accepts campaign metadata and threat indicators, processes risk factors using ML models, and outputs a detailed threat risk report with recommendations for mitigation.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "campaignData",
+ "type": "object",
+ "description": "Structured data containing details about the marketing campaign to analyze, including channels, creatives, and targeting info.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "externalThreatIndicators",
+ "type": "array",
+ "description": "List of external threat indicators such as suspicious domains, phishing URLs, or known bad actors relevant to marketing channels.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "analysisDepth",
+ "type": "string",
+ "description": "Level of detail in the threat analysis report, e.g., 'basic', 'detailed', or 'comprehensive'.",
+ "required": false,
+ "defaultValue": "\"basic\""
+ },
+ {
+ "name": "includeMitigationSuggestions",
+ "type": "boolean",
+ "description": "Whether to include actionable steps and recommendations for mitigating identified threats.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a summary of detected threats, risk scores, detailed findings for each threat type, and optional mitigation recommendations."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to evaluate marketing campaigns for potential security threats such as phishing attempts, fake brand content, or ads leading to malicious sites to protect brand integrity and user safety. It helps automate risk assessment by correlating campaign data with external threat intelligence.",
+ "limitations": "Cannot detect zero-day threats not included in externalThreatIndicators or unseen attack vectors without historical data. Does not perform network-level security scans.",
+ "examples": [
+ "Identify phishing risks in our latest email campaign.",
+ "Analyze recent digital ads for potential brand impersonation threats.",
+ "Evaluate the risk level of social media ads based on suspicious external URLs."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "security",
+ "threat-analysis",
+ "automation",
+ "campaign",
+ "phishing",
+ "fraud-detection",
+ "risk-assessment"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignData\":{\"campaignId\":\"camp123\",\"channels\":[\"email\",\"social\"],\"creatives\":[{\"id\":\"ad1\",\"type\":\"banner\",\"url\":\"http://malicious.example.com\"}],\"targetAudience\":\"general\"},\"externalThreatIndicators\":[{\"type\":\"phishing-url\",\"value\":\"malicious.example.com\"}],\"analysisDepth\":\"detailed\",\"includeMitigationSuggestions\":true}",
+ "description": "Analyze a marketing campaign with a known malicious URL to identify phishing threats and obtain mitigation advice."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Threat",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeVulnerability",
+ "description": "Analyzes potential vulnerabilities in marketing automation campaigns by examining inputs such as campaign configurations, user behavior patterns, and third-party integrations. Processes these data to detect weak points that could lead to data leaks, unauthorized access, or performance degradation. Returns a detailed vulnerability report with severity ratings and remediation recommendations.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Unique identifier of the marketing campaign to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeThirdPartyIntegrations",
+ "type": "boolean",
+ "description": "Whether to include security analysis of third-party marketing service integrations.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "checkDataPrivacyCompliance",
+ "type": "boolean",
+ "description": "Flag to verify if the campaign complies with data privacy regulations (e.g., GDPR, CCPA).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "userSegments",
+ "type": "array",
+ "description": "Optional list of user segment identifiers to analyze for segment-specific vulnerabilities.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "analysisDepth",
+ "type": "string",
+ "description": "Level of analysis detail: basic, standard, or deep. Deep includes extensive checks and simulations.",
+ "required": false,
+ "defaultValue": "standard"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a categorized list of detected vulnerabilities with severity levels, affected components, impact descriptions, and detailed recommendations for mitigation or fixes."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when assessing the security posture of automated marketing campaigns to proactively identify risks such as data leaks, misconfigurations, or privacy violations before campaign launch or iteration. It helps ensure compliance and safeguards sensitive user data in multi-channel marketing environments.",
+ "limitations": "Does not directly fix vulnerabilities or patch software; requires correct campaign identifiers and access permissions. It also does not replace comprehensive IT security audits but complements them focusing on marketing automation context.",
+ "examples": [
+ "Analyze campaign 'summer_promo_2024' for vulnerabilities including third-party integrations and data privacy compliance.",
+ "Check the 'holiday_launch' campaign user segments for potential data leakage risks with a deep analysis.",
+ "Perform a basic vulnerability scan on campaign 'new_product_intro' without third-party integrations."
+ ]
+ },
+ "tags": [
+ "security",
+ "marketing-automation",
+ "vulnerability-analysis",
+ "campaign-security",
+ "data-privacy",
+ "risk-assessment"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignId\":\"summer_promo_2024\",\"includeThirdPartyIntegrations\":true,\"checkDataPrivacyCompliance\":true,\"userSegments\":[\"loyal_customers\",\"new_signups\"],\"analysisDepth\":\"deep\"}",
+ "description": "Run a deep vulnerability analysis on the 'summer_promo_2024' campaign considering integrations, privacy compliance and key user segments."
+ },
+ {
+ "inputJson": "{\"campaignId\":\"holiday_launch\",\"includeThirdPartyIntegrations\":false,\"checkDataPrivacyCompliance\":true,\"analysisDepth\":\"standard\"}",
+ "description": "Standard analysis of the 'holiday_launch' campaign focusing on privacy compliance but excluding third-party integrations."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Vulnerability",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeRisk",
+ "description": "Analyzes marketing campaign data to identify and assess potential risks such as audience overlap, compliance issues, fraud patterns, and budget exposure. Accepts campaign metadata and performance metrics, processes risk factors using predefined rules and machine learning models, then outputs a detailed risk assessment report highlighting vulnerabilities and mitigation suggestions.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "campaignData",
+ "type": "object",
+ "description": "Detailed information about the marketing campaign including channels, budgets, targeting parameters, and performance metrics.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "complianceRules",
+ "type": "array",
+ "description": "List of compliance and regulatory constraints relevant to the campaign to check for violations or risks.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "fraudDetectionEnabled",
+ "type": "boolean",
+ "description": "Flag to enable analysis for potential fraud such as click spamming or bot activity.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "riskThreshold",
+ "type": "number",
+ "description": "Numeric threshold (0-1) to classify campaigns as low or high risk based on the calculated risk score.",
+ "required": false,
+ "defaultValue": "0.7"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Risk assessment report including overall risk score, identified risk categories, specific issues with descriptions, and recommended mitigation actions."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when analyzing marketing campaigns to proactively identify risks that could lead to financial loss, compliance violations, or campaign underperformance. It assists in making data-driven decisions to adjust campaigns and minimize exposure to risks.",
+ "limitations": "Cannot guarantee detection of all risk factors, especially unforeseen external changes. Requires accurate and comprehensive input data. Not a replacement for professional risk audits.",
+ "examples": [
+ "Analyze risk for campaign with large cross-channel activities to identify budget exposure and compliance issues",
+ "Assess fraud risk in paid social campaigns with suspected click anomalies",
+ "Evaluate impact of targeting overlap on campaign effectiveness and risk profile"
+ ]
+ },
+ "tags": [
+ "marketing",
+ "risk-analysis",
+ "campaign-management",
+ "automation",
+ "fraud-detection",
+ "compliance",
+ "budget-management"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignData\":{\"channels\":[\"social\",\"email\"],\"budget\":50000,\"targetAudiences\":[\"18-25\",\"tech-enthusiasts\"],\"performanceMetrics\":{\"clickThroughRate\":0.05,\"conversionRate\":0.02}},\"complianceRules\":[\"GDPR\",\"CAN-SPAM\"],\"fraudDetectionEnabled\":true,\"riskThreshold\":0.7}",
+ "description": "Assess risk for a $50k campaign running social and email channels targeting young tech enthusiasts subject to GDPR and CAN-SPAM rules."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Risk",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeForecast",
+ "description": "This tool accepts historical marketing campaign data and business parameters as input to analyze and generate predictive forecasts about future campaign performance and ROI. It processes data trends, seasonal effects, and key metrics, outputting detailed forecasts with confidence intervals and actionable insights for campaign planning.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "historicalData",
+ "type": "array",
+ "description": "An array of past marketing campaign results, including performance metrics like impressions, clicks, conversions, and spend. Required for analysis.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeFrame",
+ "type": "string",
+ "description": "The period for forecasting (e.g., next quarter, next 6 months). Determines the scope of predictions. Required.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "businessObjectives",
+ "type": "object",
+ "description": "Key business goals aligned with the forecast, such as target revenue, growth rate, or desired ROI. Helps tailor forecast outputs. Optional.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "seasonalAdjustments",
+ "type": "boolean",
+ "description": "Flag to enable adjusting forecasts for known seasonal patterns affecting marketing effectiveness. Defaults to false.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "confidenceLevel",
+ "type": "number",
+ "description": "Confidence level (between 0 and 1) for statistical intervals around forecasted values. Default is 0.95 (95%). Optional.",
+ "required": false,
+ "defaultValue": "0.95"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing predicted campaign metrics over the specified time frame including forecasts for impressions, clicks, conversions, expected ROI, confidence intervals, and strategic recommendations."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you want to predict how upcoming marketing campaigns may perform based on historical data and preset business goals. It helps in planning budget allocations and setting realistic performance targets by providing statistically grounded forecasts including confidence levels.",
+ "limitations": "This tool does not replace expert human judgment or guarantee future results; it relies on quality and completeness of historical data and may not capture sudden market changes or unrecorded external factors.",
+ "examples": [
+ "Predict campaign performance and ROI for next quarter based on last two years of campaign data.",
+ "Analyze forecasts for a new product launch campaign incorporating target revenue objectives.",
+ "Generate adjusted forecasts accounting for seasonality effects for upcoming holiday marketing campaigns."
+ ]
+ },
+ "tags": [
+ "forecasting",
+ "marketing",
+ "automation",
+ "campaign-analysis",
+ "predictive-analytics",
+ "ROI",
+ "business-intelligence"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"historicalData\":[{\"campaignId\":\"c001\",\"date\":\"2023-01-01\",\"impressions\":100000,\"clicks\":5000,\"conversions\":250,\"spend\":10000}],\"timeFrame\":\"next quarter\",\"businessObjectives\":{\"targetROI\":1.5},\"seasonalAdjustments\":true,\"confidenceLevel\":0.95}",
+ "description": "Forecast next quarter's campaign outcomes using one past campaign data record and business ROI targets with seasonality adjustments enabled."
+ },
+ {
+ "inputJson": "{\"historicalData\":[{\"campaignId\":\"c001\",\"date\":\"2022-05-01\",\"impressions\":75000,\"clicks\":3000,\"conversions\":150,\"spend\":7000},{\"campaignId\":\"c002\",\"date\":\"2022-12-01\",\"impressions\":90000,\"clicks\":4500,\"conversions\":220,\"spend\":9000}],\"timeFrame\":\"next 6 months\",\"seasonalAdjustments\":false,\"confidenceLevel\":0.90}",
+ "description": "Generate a 6-month performance forecast from two past campaigns without seasonal adjustments at 90% confidence."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Forecast",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeExpense",
+ "description": "This tool accepts detailed expense data related to marketing campaigns, including amounts, dates, categories, and campaign identifiers. It processes the data to analyze spending patterns, compare expenses against budgets, identify cost efficiencies or overruns, and generate summarized reports highlighting key insights. The output is a structured expense analysis report with metrics, trends, and recommendations.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "expenseData",
+ "type": "array",
+ "description": "Array of expense records, each with amount, date, category, and campaignId, representing marketing-related expenditures.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "Start date (ISO 8601 format) for the analysis period. Only expenses on or after this date are included.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "End date (ISO 8601 format) for the analysis period. Only expenses on or before this date are included.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "budgetByCampaign",
+ "type": "object",
+ "description": "Optional object mapping campaign IDs to budget amounts to compare actual expenses against planned budgets.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "groupByCategory",
+ "type": "boolean",
+ "description": "If true, the analysis groups expense summaries by category, otherwise by campaign.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing summarized expense analysis including total spent, spend by category or campaign, budget comparison results, trend data, and identified cost anomalies or efficiencies."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to evaluate marketing expenses to understand spending trends, verify budget adherence, and identify areas for cost optimization across campaigns or categories. It aids in reporting and decision support for marketing financial management.",
+ "limitations": "Does not automate budget adjustments or recommend specific vendor changes. Analysis depends on the input accuracy and completeness of expense records. It does not perform forecasting beyond the provided expense data.",
+ "examples": [
+ "Analyze total marketing expenses and budget compliance for campaigns in Q1 2024.",
+ "Identify which marketing categories incurred the highest expenses in the previous month.",
+ "Generate a summary of marketing spend trends grouped by category for the last 6 months."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "expense-analysis",
+ "budget-monitoring",
+ "campaign-spending",
+ "financial-reporting",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"expenseData\":[{\"amount\":1200.50,\"date\":\"2024-01-05\",\"category\":\"social-media\",\"campaignId\":\"camp01\"},{\"amount\":3000,\"date\":\"2024-01-15\",\"category\":\"email\",\"campaignId\":\"camp02\"},{\"amount\":1500,\"date\":\"2024-02-10\",\"category\":\"social-media\",\"campaignId\":\"camp01\"}],\"startDate\":\"2024-01-01\",\"endDate\":\"2024-03-31\",\"budgetByCampaign\":{\"camp01\":5000,\"camp02\":4000},\"groupByCategory\":true}",
+ "description": "Analyze marketing expenses grouped by category with budget comparison for Q1 2024 campaigns."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Expense",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeOrder",
+ "description": "Analyzes a marketing order by processing order details such as items, customer demographics, and campaign identifiers to evaluate performance metrics like conversion rates, revenue generated, and ROI. The tool outputs insights that help optimize marketing strategies and improve campaign effectiveness.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "orderId",
+ "type": "string",
+ "description": "Unique identifier for the order to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "orderData",
+ "type": "object",
+ "description": "Detailed object containing order items, quantities, prices, customer info, and campaign tags. Used for in-depth analysis if orderId is not supplied or for supplementing existing records.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeCustomerSegmentation",
+ "type": "boolean",
+ "description": "Whether to perform customer segmentation analysis based on order demographics.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "timePeriod",
+ "type": "string",
+ "description": "Optional time period (e.g., '2024-01') to constrain analysis to orders within specific campaign dates.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "metrics",
+ "type": "array",
+ "description": "List of specific metrics to calculate such as ['conversionRate','averageOrderValue','ROI']. If empty, defaults to key standard metrics.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured report including calculated metrics (conversion rate, revenue, ROI), customer segmentation summaries, campaign performance comparisons, and actionable recommendations for marketing improvements."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to assess the effectiveness of a completed order in marketing campaigns, especially to extract ROI, conversion insights, and customer behavior analyses from order data or identifiers. It supports decisions on campaign adjustments and budget allocation.",
+ "limitations": "Cannot process orders without sufficient detail; does not access live external databases or CRM systems automatically; performs analysis based on provided data only; does not generate new campaigns or modify orders.",
+ "examples": [
+ "Analyze order performance metrics for order ID 'ORD12345' to guide next marketing steps.",
+ "Perform customer segmentation and ROI calculation on a batch of orders from a specific campaign in March 2024.",
+ "Calculate conversion rate and average order value including customer demographic insights for a given order data object."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analysis",
+ "order",
+ "campaign",
+ "metrics",
+ "customer-segmentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"orderId\":\"ORD12345\",\"includeCustomerSegmentation\":true,\"metrics\":[\"ROI\",\"conversionRate\"]}",
+ "description": "Analyze ROI and conversion rate for order with ID ORD12345 including customer segmentation."
+ },
+ {
+ "inputJson": "{\"orderData\":{\"items\":[{\"productId\":\"P001\",\"quantity\":3,\"price\":29.99},{\"productId\":\"P002\",\"quantity\":1,\"price\":99.95}],\"customer\":{\"age\":30,\"location\":\"NY\"},\"campaignId\":\"CAMP2024SPRING\"},\"timePeriod\":\"2024-03\"}",
+ "description": "Analyze detailed order data from spring 2024 campaign with time constraint to provide performance insight."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Order",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzePayment",
+ "description": "Analyzes marketing-related payment data by accepting transaction records and campaign identifiers. Processes payment amounts, dates, and customer segments to generate insights such as revenue trends, conversion efficiency, and campaign ROI. Outputs structured analytics including summarized metrics and visualizable data points.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "paymentRecords",
+ "type": "array",
+ "description": "List of payment transaction objects, each including amount, date, customer segment, and payment method.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Identifier for the marketing campaign to associate with the payments.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "Start date (ISO 8601) for the analysis period.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "End date (ISO 8601) for the analysis period.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "groupBySegment",
+ "type": "boolean",
+ "description": "Whether to group analysis results by customer segments.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "currency",
+ "type": "string",
+ "description": "Currency code of the payment amounts (e.g., USD).",
+ "required": false,
+ "defaultValue": "USD"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing summarized payment metrics including total revenue, average payment amount, payment count, revenue trends over time, ROI estimates, and optionally breakdowns by customer segments."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to analyze payment data linked to marketing campaigns to assess revenue performance, conversion rates, and return on investment. It helps in identifying which campaigns and customer segments generate the highest payment volumes and revenue over a specified period.",
+ "limitations": "This tool does not perform payment fraud detection or individual transaction validation. It also does not connect to live payment gateways; input data must be provided externally.",
+ "examples": [
+ "Analyze payments for campaign ID 'cmp-2023-09' in the last quarter to understand revenue trends.",
+ "Generate a report summarizing total payments grouped by customer segments for campaign 'holiday_sale'.",
+ "Calculate ROI and average transaction size for a payment dataset linked to campaign 'summer_launch'."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "payment-analysis",
+ "campaign-performance",
+ "revenue",
+ "customer-segmentation",
+ "ROI",
+ "data-analysis"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"paymentRecords\":[{\"amount\":120.5,\"date\":\"2024-05-01T10:15:00Z\",\"customerSegment\":\"retail\",\"paymentMethod\":\"credit_card\"},{\"amount\":75.0,\"date\":\"2024-05-03T14:22:00Z\",\"customerSegment\":\"wholesale\",\"paymentMethod\":\"paypal\"}],\"campaignId\":\"cmp-2024-spring\",\"startDate\":\"2024-05-01\",\"endDate\":\"2024-05-31\",\"groupBySegment\":true,\"currency\":\"USD\"}",
+ "description": "Analyze payments from May 2024 for campaign 'cmp-2024-spring' grouping results by customer segment."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Payment",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeLead",
+ "description": "Analyzes lead data provided as input to evaluate quality, engagement level, and potential conversion score. Accepts lead attributes such as demographics, interaction history, and campaign source. Processes this data using predictive analytics and scoring models to output a detailed analysis report including lead score, recommended next actions, and segmentation category.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "leadData",
+ "type": "object",
+ "description": "An object containing lead attributes such as name, contact info, demographic details, and behavioral data.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeEngagementAnalysis",
+ "type": "boolean",
+ "description": "Whether to analyze the lead's engagement history like email opens, clicks, and website visits.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "scoringModel",
+ "type": "string",
+ "description": "The identifier of the scoring model to use for lead evaluation (e.g., 'default', 'customModel1').",
+ "required": false,
+ "defaultValue": "default"
+ },
+ {
+ "name": "campaignSource",
+ "type": "string",
+ "description": "The marketing campaign or channel from which the lead originated, useful for segmenting and attribution.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing lead score (number), engagement metrics summary, recommended next marketing actions, and lead segmentation category label."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to evaluate individual lead data to prioritize marketing efforts and personalize follow-ups. It is especially useful in automated campaign management and qualification pipelines to score leads and suggest next campaign actions based on data-driven models.",
+ "limitations": "This tool does not generate leads or collect raw lead data; it only analyzes data provided to it. It relies on predefined scoring models and may require updated training data for accuracy over time.",
+ "examples": [
+ "Analyze this lead's data to get a lead quality score and suggested follow-ups.",
+ "Evaluate leads from the recent webinar campaign to find hottest prospects.",
+ "Provide segmentation and next best action for a given lead including engagement metrics."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "lead-analysis",
+ "automation",
+ "scoring",
+ "campaign-management"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"leadData\":{\"name\":\"Jane Doe\",\"email\":\"jane.doe@example.com\",\"industry\":\"Technology\",\"jobTitle\":\"CTO\",\"interactions\":{\"emailOpens\":5,\"clicks\":2,\"websiteVisits\":3}},\"includeEngagementAnalysis\":true,\"scoringModel\":\"default\",\"campaignSource\":\"WebinarJune2024\"}",
+ "description": "Analyze a technology sector CTO lead from webinar with engagement data included."
+ },
+ {
+ "inputJson": "{\"leadData\":{\"name\":\"John Smith\",\"email\":\"john.smith@example.com\",\"industry\":\"Finance\",\"jobTitle\":\"CFO\"},\"includeEngagementAnalysis\":false,\"scoringModel\":\"customModel1\",\"campaignSource\":\"NewsletterMay2024\"}",
+ "description": "Analyze a finance sector CFO lead without engagement data using a custom scoring model."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Lead",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeDeal",
+ "description": "Analyzes sales deal data by accepting deal attributes such as deal size, duration, client industry, and conversion stage. It processes historical and current deal information to generate insights about deal health, risk, and expected closure likelihood, outputting a detailed analysis report including key performance indicators and recommendations.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "dealId",
+ "type": "string",
+ "description": "Unique identifier of the deal to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dealSize",
+ "type": "number",
+ "description": "Monetary value of the deal in USD or specified currency.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dealDurationDays",
+ "type": "number",
+ "description": "Number of days since the deal was created or first contacted.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "clientIndustry",
+ "type": "string",
+ "description": "Industry sector of the client associated with the deal, e.g., technology, healthcare.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "conversionStage",
+ "type": "string",
+ "description": "Current stage of the deal in the sales pipeline, e.g., prospecting, negotiation, closing.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "historicalDealsData",
+ "type": "array",
+ "description": "Optional array of past deals data objects to compare trends and improve analysis accuracy.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Analysis report containing risk score, expected closure probability, deal health indicators, and strategic recommendations."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to evaluate the status and outlook of an ongoing or proposed sales deal by processing quantitative and categorical deal parameters to produce actionable insights. It helps prioritize deals, forecast revenue and identify risk factors in a marketing or sales automation context.",
+ "limitations": "This tool does not negotiate deals, generate leads, or replace human judgement. It requires accurate input data and does not handle real-time deal updates automatically.",
+ "examples": [
+ "Analyze deal with ID D12345 having deal size 50000 USD in technology industry currently at negotiation stage.",
+ "Provide a risk and closure probability assessment for a healthcare sector deal of 75000 USD created 30 days ago.",
+ "Evaluate deal health for a set of historical deals to identify factors contributing to success."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "analysis",
+ "sales",
+ "deal",
+ "automation",
+ "risk-assessment",
+ "forecasting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dealId\":\"D12345\",\"dealSize\":50000,\"dealDurationDays\":15,\"clientIndustry\":\"technology\",\"conversionStage\":\"negotiation\"}",
+ "description": "Analyze a technology sector deal worth $50,000 currently in negotiation stage, created 15 days ago."
+ },
+ {
+ "inputJson": "{\"dealId\":\"D67890\",\"dealSize\":120000,\"dealDurationDays\":45,\"clientIndustry\":\"healthcare\",\"conversionStage\":\"closing\"}",
+ "description": "Assess a healthcare industry deal valued at $120,000 that is 45 days old and in the closing stage."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Deal",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeAccount",
+ "description": "Analyzes a marketing account's campaign performance data to provide insights on key metrics such as engagement, conversion rates, and ROI. Accepts account identifiers and optional date ranges, processes marketing campaign results including channel-specific data, and outputs a detailed performance summary with actionable recommendations.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "accountId",
+ "type": "string",
+ "description": "Unique identifier of the marketing account to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "Start date (YYYY-MM-DD) for the analysis period. If omitted, defaults to 30 days before endDate.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "End date (YYYY-MM-DD) for the analysis period. If omitted, defaults to current date.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeChannels",
+ "type": "array",
+ "description": "List of marketing channels to include in the analysis (e.g., ['email','social','paid']). If omitted, all channels are considered.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "performanceThreshold",
+ "type": "number",
+ "description": "Minimum engagement rate threshold for reporting specific campaign highlights. Default is 0.",
+ "required": false,
+ "defaultValue": "0"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing overall account marketing performance metrics including engagement rates, conversion rates, ROI by channel, trend analysis, and specific actionable recommendations to optimize campaigns."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal for AI agents that need to evaluate the effectiveness of marketing campaigns within a given account over a specified period, helping to identify strengths and weaknesses across channels and suggest improvements. It is useful for campaign performance reporting and strategic marketing optimization.",
+ "limitations": "Does not access raw customer data or CRM entries beyond campaign performance metrics. Lacks real-time tracking capability and depends on historical data availability through integrations. Cannot execute campaign changes automatically; only provides analysis and recommendations.",
+ "examples": [
+ "Analyze marketing account performance for account ID 'acct123' over the last month.",
+ "Provide insights on social and email channels performance between 2024-04-01 and 2024-04-30 for account 'account456'.",
+ "Identify campaigns with engagement rates above 5% for account 'abc789' over the past quarter."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "analysis",
+ "account",
+ "campaign",
+ "performance",
+ "automation",
+ "reporting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"accountId\":\"account123\",\"startDate\":\"2024-03-01\",\"endDate\":\"2024-03-31\",\"includeChannels\":[\"email\",\"social\"],\"performanceThreshold\":0.05}",
+ "description": "Analyze email and social channel campaigns for account 'account123' during March 2024, highlighting any campaigns with engagement rate above 5%."
+ },
+ {
+ "inputJson": "{\"accountId\":\"acct789\",\"performanceThreshold\":0.1}",
+ "description": "Analyze all marketing channels for account 'acct789' over the past 30 days with a high performance threshold, focusing on campaigns exceeding 10% engagement rate."
+ },
+ {
+ "inputJson": "{\"accountId\":\"market999\",\"startDate\":\"2024-01-01\",\"endDate\":\"2024-06-01\"}",
+ "description": "Analyze overall marketing account 'market999' data from beginning of the year through June 1, 2024, covering all channels without special thresholds."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Account",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeCustomer",
+ "description": "Analyzes customer data to identify segments, behavior patterns, and potential high-value targets. Accepts customer profiles and interaction records, applies clustering and scoring algorithms, and outputs actionable insights for targeted marketing campaigns.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "customerData",
+ "type": "array",
+ "description": "List of customer records including demographics, purchase history, and interaction data.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "segmentCriteria",
+ "type": "object",
+ "description": "Criteria for segmenting customers, such as demographic filters or behavioral thresholds.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "scoringModel",
+ "type": "string",
+ "description": "Identifier for the scoring or predictive model to apply to customer data.",
+ "required": false,
+ "defaultValue": "defaultModel"
+ },
+ {
+ "name": "maxSegments",
+ "type": "number",
+ "description": "Maximum number of customer segments to identify.",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "includeChurnRisk",
+ "type": "boolean",
+ "description": "Whether to include churn risk estimation in the analysis.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Analysis results including identified customer segments, scores for key metrics (e.g., retention likelihood, customer value), and recommendations for marketing strategies."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when the AI agent needs to optimize marketing efforts by understanding customer groupings, identifying high-value or at-risk customers, and tailoring campaigns. Suitable for scenarios with partially or fully structured customer data requiring segmentation and predictive scoring.",
+ "limitations": "Does not perform raw data cleaning or unstructured text analysis; relies on input data quality and model calibration; does not execute marketing campaigns.",
+ "examples": [
+ "Analyze the customer base to find segments at risk of churn and suggest retention strategies.",
+ "Provide customer segmentation based on purchase frequency and demographics for targeted email campaigns.",
+ "Score customers by predicted lifetime value and identify top 3 segments for a new product launch."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "customer-analysis",
+ "segmentation",
+ "predictive-scoring",
+ "automation",
+ "campaign-optimization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"customerData\":[{\"id\":\"cust001\",\"age\":34,\"gender\":\"F\",\"purchases\":20,\"lastPurchaseDaysAgo\":15},{\"id\":\"cust002\",\"age\":28,\"gender\":\"M\",\"purchases\":5,\"lastPurchaseDaysAgo\":120}],\"segmentCriteria\":{\"ageRange\":[25,40]},\"scoringModel\":\"lifetimeValueV1\",\"maxSegments\":3,\"includeChurnRisk\":true}",
+ "description": "Segment customers aged 25-40, apply lifetime value scoring, limit to 3 segments, include churn risk."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Customer",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeOpportunity",
+ "description": "Analyzes business marketing opportunities by evaluating key metrics such as target market size, expected ROI, competitive landscape, and alignment with current marketing strategy. Accepts opportunity data and historical campaign performance. Processes to identify viability and potential impact, returning a detailed scoring and recommendations report.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "opportunityData",
+ "type": "object",
+ "description": "Detailed data about the marketing opportunity including target demographic, market size, estimated budget, and expected outcomes.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "historicalPerformance",
+ "type": "array",
+ "description": "Array of past marketing campaign summaries to compare and benchmark the opportunity against.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "riskTolerance",
+ "type": "number",
+ "description": "Numeric value (0-1) representing how much risk the business is willing to accept when pursuing the opportunity, influencing analysis weighting.",
+ "required": false,
+ "defaultValue": "0.5"
+ },
+ {
+ "name": "strategyAlignmentThreshold",
+ "type": "number",
+ "description": "Minimum alignment score (0-100) required with current marketing strategy to consider the opportunity viable.",
+ "required": false,
+ "defaultValue": "70"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An analysis report object containing a viability score, ROI projection, risk assessment, competitive analysis summary, and actionable recommendations."
+ },
+ "aiAgent": {
+ "useCase": "Use when evaluating potential marketing initiatives or campaigns to quantitatively assess their attractiveness and alignment with business goals. It helps prioritize opportunities based on data-driven insights from current market and past performance data.",
+ "limitations": "Cannot guarantee actual market performance; dependent on accuracy and completeness of input data; does not replace human strategic judgment but aids it.",
+ "examples": [
+ "Analyze a new social media campaign opportunity targeting a niche demographic.",
+ "Evaluate potential ROI and risks of expanding into a new geographic market segment.",
+ "Compare and prioritize multiple marketing initiatives based on past campaign data and strategic fit."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "opportunity",
+ "analysis",
+ "ROI",
+ "strategy",
+ "risk",
+ "campaign"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"opportunityData\":{\"targetDemographic\":\"millennials\",\"marketSize\":5000000,\"estimatedBudget\":200000,\"expectedOutcomes\":{\"leads\":10000,\"sales\":500}},\"historicalPerformance\":[{\"campaignName\":\"SpringSale\",\"ROI\":1.5,\"risk\":0.3},{\"campaignName\":\"HolidayPromo\",\"ROI\":1.2,\"risk\":0.2}],\"riskTolerance\":0.6,\"strategyAlignmentThreshold\":75}",
+ "description": "Analyze a new marketing opportunity aimed at millennials with past campaign data to benchmark."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Opportunity",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeMarkdown",
+ "description": "Analyzes marketing campaign content written in Markdown format to extract key marketing elements, sentiment, and topic distribution. Accepts Markdown text input, processes the content to identify marketing messages, call-to-actions, and emotional tone, and returns a structured summary report for refining campaign effectiveness.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "markdownContent",
+ "type": "string",
+ "description": "The raw marketing campaign text in Markdown format to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSentimentAnalysis",
+ "type": "boolean",
+ "description": "Whether to perform sentiment analysis on the Markdown content.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "topicExtractionCount",
+ "type": "number",
+ "description": "Number of key topics to extract from the content for thematic analysis.",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the Markdown content to improve accuracy of linguistic analysis.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A detailed report summarizing detected marketing elements, sentiment scores, topic distribution, and suggestions for content optimization."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to analyze the textual content of marketing campaigns that are authored in Markdown to gain insights on marketing messages, sentiment, and topical relevance. Ideal for refining campaign wording, ensuring calls-to-action are present, and understanding emotional impact. It supports content QA and targeted optimization.",
+ "limitations": "Cannot analyze images or embedded media within the Markdown; focuses solely on textual content. Does not generate new marketing content, only analyzes provided input. Sentiment and topic extraction quality may vary with very short or highly technical texts.",
+ "examples": [
+ "Analyze this markdown to identify key marketing calls to action and sentiment.",
+ "Extract main marketing topics from campaign content written in Markdown.",
+ "Provide a summary report of the promotional markdown text including emotional tone and suggestions."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analysis",
+ "markdown",
+ "content-analysis",
+ "sentiment",
+ "topic-extraction",
+ "campaign-optimization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"markdownContent\":\"# Summer Sale\\nDon't miss out on our exclusive **50% off** deals! Shop now and save big.\",\"includeSentimentAnalysis\":true,\"topicExtractionCount\":3,\"language\":\"en\"}",
+ "description": "Analyze a markdown snippet advertising a summer sale with a strong call-to-action."
+ },
+ {
+ "inputJson": "{\"markdownContent\":\"## New Product Launch\\nDiscover the innovative features of our latest product. Pre-order today to enjoy early bird discounts!\",\"includeSentimentAnalysis\":true,\"topicExtractionCount\":4,\"language\":\"en\"}",
+ "description": "Analyze marketing text for a new product launch with emphasis on pre-order incentives."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Markdown",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeYAML",
+ "description": "This tool accepts marketing campaign configurations and results formatted in YAML. It parses and analyzes the data to extract key performance metrics, identify trends, and generate a summarized business report. Output is returned as a structured JSON object highlighting campaign effectiveness and recommendations.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "yamlContent",
+ "type": "string",
+ "description": "YAML string containing the marketing campaign data and results to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeRecommendations",
+ "type": "boolean",
+ "description": "Flag to include actionable marketing recommendations based on analysis.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "metricsToFocus",
+ "type": "array",
+ "description": "List of specific metric names (strings) to prioritize in the analysis, e.g., ['clickThroughRate','conversionRate'].",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "reportFormat",
+ "type": "string",
+ "description": "Specifies the format of the summary report output, either 'json' or 'markdown'.",
+ "required": false,
+ "defaultValue": "json"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A detailed JSON object containing parsed campaign metrics, performance trends, and optional recommendations."
+ },
+ "aiAgent": {
+ "useCase": "When an AI agent needs to understand and evaluate marketing campaign results provided in YAML format—for example, analyzing large volumes of campaign configurations and their outcomes to produce summary reports, identify top KPIs, and suggest improvements automatically.",
+ "limitations": "Cannot validate YAML syntax beyond basic parsing; assumes input is structured as marketing campaign data. Does not execute campaign simulations or predict future performance beyond current data analysis.",
+ "examples": [
+ "Analyze this YAML marketing campaign data and produce a performance summary.",
+ "Parse the given YAML content of multiple campaigns and highlight the key metrics with recommendations.",
+ "Provide a markdown report focusing on conversion and click through rates from the supplied YAML data."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analysis",
+ "yaml",
+ "campaign",
+ "metrics",
+ "reporting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"yamlContent\":\"campaigns:\\n - name: Spring Sale\\n clicks: 1200\\n impressions: 50000\\n conversions: 60\\n - name: Summer Launch\\n clicks: 800\\n impressions: 30000\\n conversions: 45\",\"includeRecommendations\":true,\"metricsToFocus\":[\"clickThroughRate\",\"conversionRate\"],\"reportFormat\":\"json\"}",
+ "description": "Analyze two campaigns' basic performance data from YAML and produce a JSON report with recommendations."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "YAML",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeJSON",
+ "description": "Accepts marketing campaign data as JSON, analyzes key performance indicators (KPIs) such as conversion rates, click-through rates, and audience engagement, and outputs a structured summary highlighting strengths, weaknesses, and optimization suggestions.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "campaignData",
+ "type": "object",
+ "description": "The raw marketing campaign data formatted as JSON, including metrics like impressions, clicks, conversions, audience demographics, and timestamps.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "kpiList",
+ "type": "array",
+ "description": "List of KPIs to extract and analyze from the campaign data, such as ['conversionRate', 'clickThroughRate', 'bounceRate']. Defaults to common marketing KPIs if empty.",
+ "required": false,
+ "defaultValue": "[\"conversionRate\",\"clickThroughRate\",\"bounceRate\"]"
+ },
+ {
+ "name": "timeFrameStart",
+ "type": "string",
+ "description": "ISO 8601 date string to specify the starting date/time for analysis window. If omitted, analysis includes all available data.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeFrameEnd",
+ "type": "string",
+ "description": "ISO 8601 date string to specify the ending date/time for analysis window. If omitted, analysis includes all available data.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "compareToPreviousPeriod",
+ "type": "boolean",
+ "description": "Whether to compare analyzed KPIs to the previous equivalent period to identify trends or changes.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "includeRecommendations",
+ "type": "boolean",
+ "description": "If true, the output will include actionable recommendations based on the analyzed data to improve marketing performance.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing analyzed KPI values, trend comparisons if requested, and optionally recommendations for marketing campaign optimization."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have raw marketing campaign data formatted in JSON and need a rapid, structured analysis of key performance metrics with optional trends and actionable insights. This helps automate marketing performance review and strategy optimization without manual data crunching.",
+ "limitations": "Cannot access external data sources or dynamically retrieve missing marketing data. Analysis depends solely on provided JSON data quality and completeness.",
+ "examples": [
+ "Analyze my last campaign's JSON data for conversion and click rates within last month and compare to previous month.",
+ "Extract and summarize key KPIs from multiple marketing campaigns JSON to evaluate performance.",
+ "Provide marketing optimization recommendations based on social media campaign JSON data during specified time frame."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analytics",
+ "JSON",
+ "campaign analysis",
+ "KPI",
+ "performance",
+ "recommendations"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignData\":{\"impressions\":10000,\"clicks\":500,\"conversions\":50,\"startDate\":\"2024-05-01T00:00:00Z\",\"endDate\":\"2024-05-31T23:59:59Z\"},\"kpiList\":[\"conversionRate\",\"clickThroughRate\"],\"timeFrameStart\":\"2024-05-01T00:00:00Z\",\"timeFrameEnd\":\"2024-05-31T23:59:59Z\",\"compareToPreviousPeriod\":true,\"includeRecommendations\":true}",
+ "description": "Analyze conversion and click-through rates for May 2024 campaign, compare to April 2024, and provide recommendations."
+ },
+ {
+ "inputJson": "{\"campaignData\":{\"impressions\":20000,\"clicks\":1000,\"conversions\":80,\"bounceRate\":0.3},\"kpiList\":[],\"includeRecommendations\":false}",
+ "description": "Analyze the default key KPIs of a campaign with no specific KPIs requested, without recommendations."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "JSON",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeHTML",
+ "description": "Analyzes provided raw HTML content of marketing emails or landing pages to extract key marketing metrics such as link click density, keyword frequency, image alt text presence, and form presence. Outputs a structured report highlighting potential optimizations for marketing performance.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "htmlContent",
+ "type": "string",
+ "description": "Raw HTML content of the marketing email or landing page to analyze.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "analyzeLinks",
+ "type": "boolean",
+ "description": "Whether to analyze and report on links and their distribution in the HTML content.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "keywordList",
+ "type": "array",
+ "description": "List of marketing-related keywords to check frequency of within the HTML content.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "checkAccessibility",
+ "type": "boolean",
+ "description": "Enable checking for HTML accessibility features, such as presence of alt text on images.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "reportFormat",
+ "type": "string",
+ "description": "Format of the output report, e.g., 'json' or 'text'.",
+ "required": false,
+ "defaultValue": "json"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured analysis report including metrics such as link click distribution, keyword frequency counts, accessibility checks, form detection, and suggestions for improvements."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to extract actionable marketing insights from raw HTML content of emails or landing pages to improve engagement rates and compliance with best practices. Ideal for automated marketing performance analysis or pre-deployment validation of marketing assets.",
+ "limitations": "Cannot render or simulate user interactions with the HTML content; analysis is static and based solely on the HTML markup provided. Does not execute scripts or styles. Cannot verify actual engagement metrics beyond structural analysis.",
+ "examples": [
+ "Analyze the HTML of a marketing email to get keyword frequency and link distribution.",
+ "Check if all images in the landing page HTML have alt text for accessibility compliance.",
+ "Generate a JSON report summarizing link and form counts in campaign HTML content."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "html",
+ "analysis",
+ "email",
+ "landing-page",
+ "seo",
+ "accessibility"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"htmlContent\":\"Buy now
\",\"analyzeLinks\":true,\"keywordList\":[\"buy\",\"sale\"],\"checkAccessibility\":true,\"reportFormat\":\"json\"}",
+ "description": "HTML input containing a link, image with alt text, and a form to analyze keywords, links, and accessibility."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "HTML",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeXML",
+ "description": "Analyzes marketing campaign data provided in XML format by extracting key performance indicators like open rates, click-through rates, conversion metrics, and segment distributions, then generates a structured summary report with insights and trends for campaign performance evaluation.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "xmlData",
+ "type": "string",
+ "description": "The raw XML string containing marketing campaign data to analyze. Required.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "extractKPIs",
+ "type": "array",
+ "description": "List of key performance indicators to extract from the XML, e.g., ['openRate','clickThroughRate']. Optional; defaults to common KPIs.",
+ "required": false,
+ "defaultValue": "[\"openRate\",\"clickThroughRate\",\"conversionRate\"]"
+ },
+ {
+ "name": "dateRange",
+ "type": "object",
+ "description": "Optional date range filter with 'startDate' and 'endDate' strings (ISO format) to restrict analysis to specific campaign dates.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSegments",
+ "type": "boolean",
+ "description": "Whether to include analysis segmented by audience groups if present in the XML data.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An analysis report object containing extracted KPI values, trend summary text, segmented breakdowns if requested, and any warnings about data quality or missing fields."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to extract and synthesize marketing campaign performance metrics embedded in XML format data files, especially to automate report generation and identify trends without manual data parsing. It aids in summarizing important analytics from potentially complex nested XML campaign exports.",
+ "limitations": "Cannot interpret data outside of the XML structure provided or generate visualizations. Assumes XML conforms to expected marketing campaign schema. Does not predict future trends or apply advanced statistical modeling.",
+ "examples": [
+ "Analyze this campaign XML to extract all relevant KPIs.",
+ "Summarize click and conversion rates from the marketing data in XML for Q1 2023.",
+ "Provide segmented open and click rate analysis from this XML campaign export."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "XML",
+ "analysis",
+ "campaign",
+ "KPIs",
+ "reporting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"xmlData\":\"451035012\",\"extractKPIs\":[\"openRate\",\"clickThroughRate\"],\"includeSegments\":true}",
+ "description": "Analyze XML campaign data extracting open and click rates including segment breakdowns."
+ },
+ {
+ "inputJson": "{\"xmlData\":\"3082\",\"dateRange\":{\"startDate\":\"2023-01-01\",\"endDate\":\"2023-03-31\"},\"includeSegments\":false}",
+ "description": "Analyze campaign XML data filtered by Q1 2023 date range without segment details."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "XML",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeTable",
+ "description": "Analyzes tabular marketing campaign data provided as structured arrays or objects. It performs summary statistics, identifies trends, segments data by key marketing dimensions, and highlights actionable insights. The output is a detailed report containing aggregated metrics, correlation analyses, and segmentation summaries to support campaign optimization.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "tableData",
+ "type": "array",
+ "description": "Array of objects representing rows of marketing data, each object with key-value pairs for columns (e.g., clicks, impressions, conversions).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "groupByColumns",
+ "type": "array",
+ "description": "List of column names to group data by for segmentation and aggregation (e.g., 'region', 'channel').",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "metrics",
+ "type": "array",
+ "description": "List of numeric metric columns to analyze (e.g., 'clicks', 'CTR', 'revenue').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timePeriodColumn",
+ "type": "string",
+ "description": "Name of the column representing time periods (e.g., 'date' or 'week') to analyze trends over time.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeCorrelationAnalysis",
+ "type": "boolean",
+ "description": "Flag to perform correlation analysis among numeric metrics, to identify relationships.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "trendAnalysisPeriod",
+ "type": "number",
+ "description": "Number of time units (rows) to consider when detecting trend changes, if timePeriodColumn is set.",
+ "required": false,
+ "defaultValue": "7"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing aggregated statistics (sums, averages) per grouping, trend analyses over time, correlation coefficients among metrics, and identified segments with key insights."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have raw tabular marketing data, such as campaign performance logs, and need to automatically extract summaries, segment insights, identify metric correlations, and track trends to optimize marketing decisions.",
+ "limitations": "Cannot process unstructured data formats like images or text blobs; requires well-structured tabular data with consistent column names; does not generate predictive models or forecast future performance; analysis limited to provided numeric and categorical fields.",
+ "examples": [
+ "Analyze campaign performance table to summarize clicks and conversions by channel and region.",
+ "Provide trend insights over weekly data to identify performance dips.",
+ "Find correlations among impressions, clicks, and revenue in marketing dataset."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analysis",
+ "data-table",
+ "segmentation",
+ "trend-analysis",
+ "correlation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"tableData\":[{\"date\":\"2023-05-01\",\"channel\":\"email\",\"region\":\"north\",\"clicks\":150,\"impressions\":3000,\"conversions\":20},{\"date\":\"2023-05-01\",\"channel\":\"social\",\"region\":\"north\",\"clicks\":200,\"impressions\":4000,\"conversions\":25},{\"date\":\"2023-05-02\",\"channel\":\"email\",\"region\":\"south\",\"clicks\":120,\"impressions\":2800,\"conversions\":15}],\"groupByColumns\":[\"channel\",\"region\"],\"metrics\":[\"clicks\",\"impressions\",\"conversions\"],\"timePeriodColumn\":\"date\",\"includeCorrelationAnalysis\":true,\"trendAnalysisPeriod\":2}",
+ "description": "Analyze marketing campaign data grouped by channel and region with correlation and trend analysis over daily dates."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Table",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeDataset",
+ "description": "Analyzes marketing datasets by processing campaign performance metrics, customer engagement data, and sales figures. Accepts datasets in CSV or JSON format and returns actionable insights including key performance indicators, trend analysis, and segment-specific recommendations to optimize marketing strategies.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "dataset",
+ "type": "string",
+ "description": "The marketing dataset content as a CSV string or JSON array of objects to be analyzed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataFormat",
+ "type": "string",
+ "description": "Format of the input dataset: 'csv' or 'json'.",
+ "required": true,
+ "defaultValue": "csv"
+ },
+ {
+ "name": "analysisDepth",
+ "type": "string",
+ "description": "Level of detail for analysis: 'summary' for high-level KPIs, 'detailed' for in-depth segment and trend insights.",
+ "required": false,
+ "defaultValue": "summary"
+ },
+ {
+ "name": "dateRange",
+ "type": "object",
+ "description": "Optional filter for the analysis to a specific date range with 'startDate' and 'endDate' in ISO format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "segments",
+ "type": "array",
+ "description": "Optional list of customer segments or campaign IDs to focus the analysis on specific groups.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing overall performance metrics, trend graphs data arrays, segment-wise analysis summaries, and actionable recommendations as strings."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to derive insights from raw marketing campaign data to inform decision making. It is ideal for summarizing campaign effectiveness, identifying trends across time, or detecting high-value customer segments for targeted marketing.",
+ "limitations": "This tool cannot perform predictive modeling beyond trend analysis or handle datasets with unstructured data such as images or raw text. It requires properly formatted CSV or JSON input with recognized marketing fields.",
+ "examples": [
+ "Analyze a CSV dataset of last quarter email campaigns to get summary KPIs and trend insights.",
+ "Provide detailed analysis on JSON dataset focusing on the segment of high-spending customers.",
+ "Filter dataset by last 6 months and analyze performance of social media campaigns across different regions."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "data-analysis",
+ "campaign-performance",
+ "customer-segmentation",
+ "insights"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataset\":\"campaignId,date,segment,impressions,clicks,conversions,revenue\\nC101,2024-01-01,young-adults,10000,500,50,2500\\nC102,2024-01-02,middle-aged,8000,400,40,2000\",\"dataFormat\":\"csv\",\"analysisDepth\":\"summary\"}",
+ "description": "Analyze a CSV dataset of two marketing campaigns for a summary of key performance indicators."
+ },
+ {
+ "inputJson": "{\"dataset\":[{\"campaignId\":\"C201\",\"date\":\"2024-03-15\",\"segment\":\"vip-customers\",\"impressions\":5000,\"clicks\":250,\"conversions\":30,\"revenue\":3000},{\"campaignId\":\"C202\",\"date\":\"2024-03-16\",\"segment\":\"new-users\",\"impressions\":7000,\"clicks\":350,\"conversions\":45,\"revenue\":2250}],\"dataFormat\":\"json\",\"analysisDepth\":\"detailed\",\"segments\":[\"vip-customers\"]}",
+ "description": "Analyze a JSON dataset focusing on VIP customer segment with detailed insights."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Dataset",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeCSV",
+ "description": "Analyzes marketing campaign data from a CSV file input, extracting key performance indicators such as open rates, click-through rates, conversion metrics, and customer segment statistics. Outputs a structured JSON report summarizing insights and trends for campaign optimization.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "csvData",
+ "type": "string",
+ "description": "Raw CSV data as a string containing marketing campaign results (required columns like email, open_rate, click_rate, conversions).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dateColumn",
+ "type": "string",
+ "description": "The column name representing the date of each campaign entry, used for time-based analysis.",
+ "required": false,
+ "defaultValue": "date"
+ },
+ {
+ "name": "segmentColumn",
+ "type": "string",
+ "description": "The column name for customer segments to analyze performance by segment.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "metrics",
+ "type": "array",
+ "description": "List of metric column names to analyze (e.g., ['open_rate','click_rate','conversions']).",
+ "required": false,
+ "defaultValue": "[\"open_rate\",\"click_rate\",\"conversions\"]"
+ },
+ {
+ "name": "groupByDate",
+ "type": "boolean",
+ "description": "Whether to aggregate and analyze metrics over date periods.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "dateAggregation",
+ "type": "string",
+ "description": "The date aggregation period: daily, weekly, or monthly. Applies only if groupByDate is true.",
+ "required": false,
+ "defaultValue": "weekly"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object summarizing analyzed metrics including averages, trends over time, segment breakdowns, and key insights for marketing campaign performance."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to automatically analyze bulk CSV data from marketing campaigns to understand campaign effectiveness, identify successful customer segments, and track performance trends over time for data-driven decision making.",
+ "limitations": "Cannot process CSVs missing essential marketing metrics columns; does not perform causal analysis or predict future trends, only summarizes historical data.",
+ "examples": [
+ "Analyze the CSV file of last quarter's email campaign performance to find trends in open and click rates.",
+ "Provide segment-wise conversion analysis from a CSV export of marketing data.",
+ "Summarize weekly performance metrics from a CSV marketing report for management review."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "csv",
+ "analysis",
+ "campaign",
+ "metrics",
+ "segmentation",
+ "reporting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"csvData\":\"email,date,segment,open_rate,click_rate,conversions\\njohn@example.com,2023-04-01,A,0.45,0.12,2\\nsara@example.com,2023-04-01,B,0.50,0.15,1\\njohn@example.com,2023-04-08,A,0.50,0.10,3\",\"dateColumn\":\"date\",\"segmentColumn\":\"segment\",\"metrics\":[\"open_rate\",\"click_rate\",\"conversions\"],\"groupByDate\":true,\"dateAggregation\":\"weekly\"}",
+ "description": "Analyze weekly aggregated open, click rates, and conversions by segment from a marketing campaign CSV."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "CSV",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeDocument",
+ "description": "This tool accepts marketing campaign documents (plain text, HTML, or PDF) to analyze content effectiveness by extracting key marketing metrics, sentiment, and keyword density. It processes the input document to provide structured insights such as sentiment scores, prominent keywords, and suggested improvements, enabling data-driven marketing optimization.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "documentContent",
+ "type": "string",
+ "description": "Raw text content or full text extracted from the document to analyze",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "documentFormat",
+ "type": "string",
+ "description": "Format of the input document, e.g., 'text', 'html', or 'pdf'",
+ "required": true,
+ "defaultValue": "text"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the document content, e.g., 'en' for English",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeSentimentAnalysis",
+ "type": "boolean",
+ "description": "Whether to perform sentiment analysis on the document",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "keywordsLimit",
+ "type": "number",
+ "description": "Maximum number of top keywords to extract and report",
+ "required": false,
+ "defaultValue": "10"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An analysis report including sentiment score, identified keywords with frequencies, content readability score, and improvement suggestions."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to automatically analyze marketing campaign documents to extract insights such as sentiment, keyword prominence, and content effectiveness. It is ideal for optimizing marketing materials, assessing campaign messaging success, or summarizing document content for decision-making.",
+ "limitations": "This tool cannot interpret multimedia content embedded in documents, does not provide translation services, and analysis quality depends on the clarity and language of the input document. It does not replace expert marketing strategy but supports quantitative content analysis.",
+ "examples": [
+ "Analyze the effectiveness and sentiment of a product launch email campaign document.",
+ "Extract key marketing keywords and sentiment from a recent newsletter HTML file.",
+ "Provide content improvement suggestions based on sentiment and keyword analysis for a social media marketing brochure."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "document analysis",
+ "sentiment analysis",
+ "keyword extraction",
+ "content optimization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"documentContent\":\"Dear customers, our new product launches next week! Exciting features await you.\",\"documentFormat\":\"text\",\"language\":\"en\",\"includeSentimentAnalysis\":true,\"keywordsLimit\":5}",
+ "description": "Analyze a short product launch message text for sentiment and top keywords."
+ },
+ {
+ "inputJson": "{\"documentContent\":\"Monthly Newsletter
Discover our latest offers and news!
\",\"documentFormat\":\"html\",\"language\":\"en\",\"includeSentimentAnalysis\":true,\"keywordsLimit\":8}",
+ "description": "Analyze an HTML newsletter content to extract marketing insights."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.sendComment",
+ "description": "Sends a comment as part of a marketing campaign interaction to a specified platform or user. Accepts text content, target recipient details, and optional metadata like campaign identifiers. Processes the input to format and send the comment, then returns a status and any platform response.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "commentText",
+ "type": "string",
+ "description": "The text content of the comment to be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientId",
+ "type": "string",
+ "description": "Identifier for the recipient user or entity to receive the comment.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "platform",
+ "type": "string",
+ "description": "The platform or communication channel where the comment will be posted (e.g., social media platform, CRM).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Optional identifier for the marketing campaign related to this comment.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional object containing additional data such as tags, timestamps, or priorities related to the comment.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "isPublic",
+ "type": "boolean",
+ "description": "Flag indicating if the comment should be public or private (default is true for public).",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the status of the send operation, message ID if applicable, timestamp, and any error message."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to automate sending comments or replies in a marketing campaign context, such as posting on social media, responding to leads, or adding comments within CRM systems to engage customers. It enables seamless interaction as part of automated outreach programs.",
+ "limitations": "This tool does not analyze comment content for sentiment or compliance, nor does it manage complex conversation threads or responses. It only sends one comment per call, without follow-up tracking.",
+ "examples": [
+ "Send a promotional comment to a lead's profile on LinkedIn within campaign ID 2024Q2.",
+ "Post a public comment on the company Facebook page engaging users about a new product launch.",
+ "Send a private comment within a CRM record linked to a specific customer interaction."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "comment",
+ "communication",
+ "campaign",
+ "social media",
+ "crm"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"commentText\":\"Great feedback, thank you for sharing!\",\"recipientId\":\"customer_12345\",\"platform\":\"CRM\",\"campaignId\":\"spring_launch_2024\",\"metadata\":{\"priority\":\"high\"},\"isPublic\":false}",
+ "description": "Send a private comment within a CRM system to a specific customer record with high priority tag."
+ },
+ {
+ "inputJson": "{\"commentText\":\"Check out our new discounts available now!\",\"recipientId\":\"page_admin_6789\",\"platform\":\"Facebook\",\"campaignId\":\"discount_campaign_04\",\"isPublic\":true}",
+ "description": "Post a public promotional comment on a Facebook page as part of a discount campaign."
+ },
+ {
+ "inputJson": "{\"commentText\":\"Thank you for your interest! We'll get back shortly.\",\"recipientId\":\"lead_54321\",\"platform\":\"LinkedIn\",\"campaignId\":\"lead_engagement_Q2\",\"isPublic\":true}",
+ "description": "Send a public comment reply to a lead on LinkedIn during a Q2 engagement campaign."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Comment",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.analyzeReport",
+ "description": "Analyzes marketing campaign reports by accepting structured report data in JSON or CSV format, extracting key performance metrics like engagement rates, conversion rates, and ROI, and generating a summarized analysis with insights and recommendations to optimize future campaigns.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "reportData",
+ "type": "string",
+ "description": "Raw report data content as JSON or CSV string containing marketing campaign metrics.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataFormat",
+ "type": "string",
+ "description": "Format of the input report data: 'json' or 'csv'.",
+ "required": true,
+ "defaultValue": "json"
+ },
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Optional identifier for the campaign to focus the analysis on specific data segments.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeRecommendations",
+ "type": "boolean",
+ "description": "Whether to generate actionable marketing recommendations based on the analysis.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en', 'es') for the generated analysis summary and recommendations.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a summary with key metrics, insights, and optional recommendations for optimizing marketing campaigns."
+ },
+ "aiAgent": {
+ "useCase": "This tool should be used when an AI agent receives raw or structured marketing report data and needs to extract meaningful insights and performance metrics to help evaluate campaign effectiveness or to guide marketing strategy adjustments.",
+ "limitations": "Cannot generate analysis from unstructured text reports or purely qualitative data; relies on structured numerical campaign data. Does not replace deep domain expert analysis for complex marketing decisions.",
+ "examples": [
+ "Analyze the Q2 social media campaign report data and provide insights along with optimization tips.",
+ "Given CSV data from last month's email marketing campaigns, summarize performance and suggest areas of improvement.",
+ "Evaluate the JSON report from a digital ad campaign and generate an English summary highlighting key outcomes."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "analysis",
+ "report",
+ "campaign",
+ "performance",
+ "insights"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"reportData\":\"{\\\"campaigns\\\":[{\\\"id\\\":\\\"camp123\\\",\\\"impressions\\\":10000,\\\"clicks\\\":500,\\\"conversions\\\":50,\\\"cost\\\":2000}]}\",\"dataFormat\":\"json\",\"campaignId\":\"camp123\",\"includeRecommendations\":true,\"language\":\"en\"}",
+ "description": "Analyze a JSON report for campaign 'camp123' providing performance summary and recommendations."
+ },
+ {
+ "inputJson": "{\"reportData\":\"campaignId,impressions,clicks,conversions,cost\\ncamp789,20000,1000,80,3500\",\"dataFormat\":\"csv\",\"includeRecommendations\":false,\"language\":\"en\"}",
+ "description": "Analyze CSV data for a marketing report without recommendations, focus on key metrics."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "analyze",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.sendReply",
+ "description": "Sends a personalized reply message as part of a marketing automation workflow. Accepts recipient contact info, message content, and optional scheduling parameters. Processes the inputs to dispatch the reply via email or SMS and returns delivery status and message ID.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "recipientContact",
+ "type": "object",
+ "description": "The contact information of the recipient, including at least email or phone number fields.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageContent",
+ "type": "string",
+ "description": "The text or HTML content of the reply message to be sent to the recipient.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "channel",
+ "type": "string",
+ "description": "Channel to send the reply through; options include 'email' or 'sms'. Defaults to 'email'.",
+ "required": false,
+ "defaultValue": "\"email\""
+ },
+ {
+ "name": "scheduleTime",
+ "type": "string",
+ "description": "Optional ISO 8601 timestamp to schedule the message in the future. If omitted, message is sent immediately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "senderId",
+ "type": "string",
+ "description": "Identifier or name of the sender for display purposes, such as 'Marketing Team'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "trackingEnabled",
+ "type": "boolean",
+ "description": "Whether to enable tracking for link clicks and opens in the reply message; defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing status of the send request, a unique message ID, and optional error details if sending failed."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to automatically send follow-up or reply messages to contacts during marketing campaigns, either instantly or scheduled. It handles communication via email or SMS, allows message personalization, and returns delivery status for campaign tracking.",
+ "limitations": "Does not compose message content or handle multi-language translations. Cannot guarantee delivery as it's subject to external channel providers' reliability. Does not support rich media attachments beyond plain text or embedded HTML.",
+ "examples": [
+ "Send a thank-you reply email immediately after a lead signs up.",
+ "Schedule an SMS reply a day later thanking a user for their purchase.",
+ "Send a promotional email reply with tracking enabled for click analytics."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "communication",
+ "email",
+ "sms",
+ "reply",
+ "campaign",
+ "scheduling"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientContact\":{\"email\":\"customer@example.com\"},\"messageContent\":\"Thank you for your interest! We will contact you shortly.\",\"channel\":\"email\",\"trackingEnabled\":true}",
+ "description": "Send an immediate thank-you reply email with tracking enabled."
+ },
+ {
+ "inputJson": "{\"recipientContact\":{\"phone\":\"+1234567890\"},\"messageContent\":\"Hi! Thanks for your recent purchase. Let us know if you have questions.\",\"channel\":\"sms\",\"scheduleTime\":\"2024-07-01T10:00:00Z\"}",
+ "description": "Schedule an SMS reply message to be sent on July 1, 2024, at 10 AM UTC."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.sendMention",
+ "description": "Sends a mention message to a specified social media platform or marketing channel. Accepts parameters defining the recipient handle, message content, and optional media attachments. Processes the message and schedules or immediately publishes the mention. Returns the delivery status and metadata of the sent mention.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "platform",
+ "type": "string",
+ "description": "The social media or marketing platform to send the mention on (e.g., Twitter, Instagram, LinkedIn).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientHandle",
+ "type": "string",
+ "description": "The handle or username of the recipient to mention or tag in the message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "message",
+ "type": "string",
+ "description": "The content of the mention message to be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "mediaUrls",
+ "type": "array",
+ "description": "An optional array of URLs linking to images or media to attach to the mention message.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "scheduleTime",
+ "type": "string",
+ "description": "An optional ISO 8601 datetime string to schedule the mention for future delivery. If empty or omitted, sends immediately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tags",
+ "type": "array",
+ "description": "Optional list of hashtags or tags to include in the mention message to increase reach.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the status of the mention (e.g., sent, scheduled, failed), a unique mention ID, timestamp of the action, and any error messages if applicable."
+ },
+ "aiAgent": {
+ "useCase": "This tool should be used when an AI agent needs to automate outreach or brand engagement by mentioning specific users or channels across social media or marketing platforms. Ideal for campaign automation, influencer engagement, or prompt responses to trending topics by tagging relevant accounts.",
+ "limitations": "Cannot compose the message content meaningfully; relies on input text. Does not handle responses or inbound messages. Delivery depends on third-party platform API availability and rate limits.",
+ "examples": [
+ "Send a mention on Twitter to @brandpartner thanking them for collaboration.",
+ "Schedule an Instagram mention tagging @influencer with promotional message and attached image.",
+ "Immediately mention @customer on LinkedIn with a personalized offer message."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "social-media",
+ "mention",
+ "outreach",
+ "campaign",
+ "engagement"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"platform\":\"Twitter\",\"recipientHandle\":\"@openai\",\"message\":\"Thanks for the great work! #AI\",\"mediaUrls\":[],\"scheduleTime\":\"\",\"tags\":[\"#AI\"]}",
+ "description": "Send an immediate mention on Twitter to @openai with a thank you message including a hashtag."
+ },
+ {
+ "inputJson": "{\"platform\":\"Instagram\",\"recipientHandle\":\"@techguru\",\"message\":\"Check out our new product launch!\",\"mediaUrls\":[\"https://example.com/image1.jpg\"],\"scheduleTime\":\"2024-07-01T10:00:00Z\",\"tags\":[\"#Launch\"]}",
+ "description": "Schedule an Instagram mention to @techguru with an attached product image and a launch hashtag."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Mention",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.sendEmail",
+ "description": "Sends an email marketing campaign to a list of recipients. Accepts inputs for sender details, recipient email addresses, email subject, HTML or plain text content, and optional attachments or scheduling info. Processes the email sending via a configured SMTP or email service provider and returns a summary status with message IDs and any errors.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "senderEmail",
+ "type": "string",
+ "description": "The email address that appears as the sender of the email.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientEmails",
+ "type": "array",
+ "description": "Array of recipient email addresses to send the email to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line of the email message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contentHtml",
+ "type": "string",
+ "description": "The HTML content of the email body. Either contentHtml or contentText must be provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contentText",
+ "type": "string",
+ "description": "The plain text content of the email body. Either contentHtml or contentText must be provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Optional array of attachments where each attachment is an object with filename and base64 encoded content.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "sendAt",
+ "type": "string",
+ "description": "Optional ISO 8601 date-time string to schedule the email for future sending.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "replyTo",
+ "type": "string",
+ "description": "Optional email address for reply-to field in the email header.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a status indicator, a list of message IDs for successfully sent emails, and any error messages if failures occurred."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when there is a need to automate sending marketing emails or newsletters to multiple recipients with customized content, attachments, or scheduled delivery. The tool helps in managing bulk email sending through standard email providers or services and tracking the send status.",
+ "limitations": "Cannot create or manage email lists; does not handle advanced personalization beyond static content; does not track open rates or clicks; requires configured email service credentials outside this tool.",
+ "examples": [
+ "Send a promotional email to 500 customers with html content scheduled for next Monday.",
+ "Send a plain-text reminder email to a small list of subscribers immediately.",
+ "Send an email with PDF attachment to a business client with reply-to address specified."
+ ]
+ },
+ "tags": [
+ "email",
+ "marketing",
+ "automation",
+ "campaign",
+ "bulk-send",
+ "schedule",
+ "attachments"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"senderEmail\":\"promo@company.com\",\"recipientEmails\":[\"user1@example.com\",\"user2@example.com\"],\"subject\":\"Summer Sale is Here!\",\"contentHtml\":\"Don\\'t miss our summer sale!
Up to 50% off on all items.
\",\"sendAt\":\"2024-06-01T09:00:00Z\"}",
+ "description": "Schedule sending an HTML email announcing a summer sale to two recipients for June 1st."
+ },
+ {
+ "inputJson": "{\"senderEmail\":\"newsletter@company.com\",\"recipientEmails\":[\"subscriber@example.com\"],\"subject\":\"Monthly Newsletter\",\"contentText\":\"Hello, here is our monthly newsletter.\",\"replyTo\":\"support@company.com\"}",
+ "description": "Send an immediate plain text newsletter email with a reply-to address set."
+ },
+ {
+ "inputJson": "{\"senderEmail\":\"sales@company.com\",\"recipientEmails\":[\"client@example.com\"],\"subject\":\"Your Invoice\",\"contentText\":\"Please find attached the invoice for your order.\",\"attachments\":[{\"filename\":\"invoice.pdf\",\"content\":\"JVBERi0xLjQKJbX...\"}]}",
+ "description": "Send an invoice email with a PDF attachment to a client."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.sendAlert",
+ "description": "This tool sends marketing security alerts to designated recipients when suspicious activities or threats related to marketing campaigns are detected. It accepts alert details like message, severity, recipient list, and optional scheduling info, then processes them to dispatch notifications via email or SMS. It outputs the status of the alert dispatch attempt including success or error details.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "alertMessage",
+ "type": "string",
+ "description": "The main content or message of the alert to be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "severityLevel",
+ "type": "string",
+ "description": "Indicates the urgency or importance of the alert, e.g., low, medium, high.",
+ "required": true,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "recipients",
+ "type": "array",
+ "description": "List of recipient contacts (emails or phone numbers) to receive the alert.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactMethod",
+ "type": "string",
+ "description": "Preferred method to send the alert, such as 'email' or 'sms'.",
+ "required": true,
+ "defaultValue": "email"
+ },
+ {
+ "name": "scheduleTime",
+ "type": "string",
+ "description": "Optional ISO 8601 timestamp specifying when to send the alert; immediate if empty.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Optional identifier to link the alert with a specific marketing campaign for context.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing a success flag, a message summarizing the result, and if failed, error details."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to automatically notify marketing security teams or stakeholders when suspicious activities, vulnerabilities, or breaches are detected in marketing campaigns. It helps automate alerting based on threat detection results or monitoring systems to ensure timely response and mitigate risks.",
+ "limitations": "This tool does not itself detect threats or analyze campaign data; it only sends alerts based on provided input. It also depends on proper recipient contact formats and does not guarantee delivery beyond attempted dispatch.",
+ "examples": [
+ "Send a high severity alert to the security team by email about a detected phishing campaign targeting customers.",
+ "Schedule a low severity warning SMS alert for the marketing manager regarding unusual login attempts in the campaign dashboard.",
+ "Dispatch an immediate medium level alert to multiple emails about a detected vulnerability in the campaign software integration."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "alert",
+ "security",
+ "notification",
+ "campaign"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"alertMessage\":\"Detected phishing attack in recent email blast targeting customers.\",\"severityLevel\":\"high\",\"recipients\":[\"security@example.com\"],\"contactMethod\":\"email\",\"scheduleTime\":\"\"}",
+ "description": "Send an immediate high severity email alert to security team about detected phishing."
+ },
+ {
+ "inputJson": "{\"alertMessage\":\"Unusual login attempts detected in campaign management portal.\",\"severityLevel\":\"medium\",\"recipients\":[\"manager@example.com\",\"security@example.com\"],\"contactMethod\":\"email\",\"scheduleTime\":\"2024-07-01T09:00:00Z\"}",
+ "description": "Schedule medium severity email alert to manager and security about suspicious logins."
+ },
+ {
+ "inputJson": "{\"alertMessage\":\"Possible data exposure from marketing integration plugin.\",\"severityLevel\":\"high\",\"recipients\":[\"security@example.com\"],\"contactMethod\":\"sms\",\"scheduleTime\":\"\"}",
+ "description": "Send immediate SMS high severity alert to security about data exposure issue."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Alert",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.sendMessage",
+ "description": "Sends a personalized marketing message to a target audience via specified communication channels such as email or SMS. Accepts recipient details, message content, channel selection, and optional scheduling parameters. Processes message templating with variables and outputs a delivery report summarizing success and failure counts.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "recipientList",
+ "type": "array",
+ "description": "An array of recipient objects containing contact information and personalization data.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageTemplate",
+ "type": "string",
+ "description": "The message content that may include placeholders for personalization variables.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "channel",
+ "type": "string",
+ "description": "The communication channel to send the message through, e.g., 'email' or 'sms'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sendTime",
+ "type": "string",
+ "description": "Optional scheduled time in ISO 8601 format to send the message; if omitted, sends immediately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "senderId",
+ "type": "string",
+ "description": "Identifier representing the sender name or number as displayed to recipients.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "trackingEnabled",
+ "type": "boolean",
+ "description": "Flag indicating if message tracking (opens, clicks) should be enabled.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A report object with total recipients, number of messages sent successfully, and any failures with error details."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to automate delivery of marketing messages tailored to individual recipients via email or SMS. Ideal for campaigns requiring scheduled dispatch and personalization, enabling better audience engagement and tracking message delivery outcomes.",
+ "limitations": "This tool does not handle complex campaign analytics or automatic list segmentation; it only sends messages to provided recipient data. Does not generate message content or validate phone/email formats internally.",
+ "examples": [
+ "Send a promotional email to a list of customers with personalized discount codes.",
+ "Schedule an SMS notification about a product launch to subscribers.",
+ "Send a marketing message immediately to a small list via email with tracking enabled."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "messaging",
+ "email",
+ "sms",
+ "personalization",
+ "campaign",
+ "delivery"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientList\":[{\"email\":\"user1@example.com\",\"name\":\"John\"},{\"email\":\"user2@example.com\",\"name\":\"Jane\"}],\"messageTemplate\":\"Hello {{name}}, check out our new offers!\",\"channel\":\"email\",\"sendTime\":\"\",\"senderId\":\"PromoTeam\",\"trackingEnabled\":true}",
+ "description": "Send a personalized email to two users immediately with tracking enabled."
+ },
+ {
+ "inputJson": "{\"recipientList\":[{\"phone\":\"+1234567890\",\"name\":\"Alice\"}],\"messageTemplate\":\"Hi {{name}}, don't miss our flash sale!\",\"channel\":\"sms\",\"sendTime\":\"2024-06-30T09:00:00Z\",\"senderId\":\"ShopX\",\"trackingEnabled\":false}",
+ "description": "Schedule an SMS campaign message to Alice at a specific future time without tracking."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Message",
+ "context": null
+ }
+ },
+ {
+ "name": "sales-automation.sendReply",
+ "description": "Sends a customized reply message to a sales lead or customer via the specified communication channel. Accepts input such as recipient contact details, message content, and optional metadata, then processes and dispatches the message accordingly, returning the status and message ID if successful.",
+ "category": "sales-automation",
+ "parameters": [
+ {
+ "name": "recipientContact",
+ "type": "object",
+ "description": "Contact details of the message recipient, including type and address (e.g., email or phone number).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageContent",
+ "type": "string",
+ "description": "The content of the reply message to send to the recipient.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "communicationChannel",
+ "type": "string",
+ "description": "The channel to send the reply through, such as 'email', 'sms', or 'chat'.",
+ "required": true,
+ "defaultValue": "email"
+ },
+ {
+ "name": "subjectLine",
+ "type": "string",
+ "description": "Subject line for the message when using email channel; ignored otherwise.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Priority level of the message, e.g., 'normal', 'high'.",
+ "required": false,
+ "defaultValue": "normal"
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Additional optional metadata or tags to annotate the message.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the result status, message identifier if sent successfully, and error details if failed."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to send a direct, personalized reply to a prospect or customer during a sales process, automating communication across email, SMS, or chat channels based on contact information and message context.",
+ "limitations": "This tool does not handle message template generation, recipient validation beyond required fields, or conversation context management beyond single message sending.",
+ "examples": [
+ "Send a follow-up email reply to a lead after a product demo.",
+ "Send an SMS reply acknowledging a customer's inquiry.",
+ "Send a chat reply with troubleshooting instructions through a supported channel."
+ ]
+ },
+ "tags": [
+ "sales",
+ "automation",
+ "communication",
+ "reply",
+ "lead management",
+ "customer engagement",
+ "messaging"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientContact\":{\"type\":\"email\",\"address\":\"lead@example.com\"},\"messageContent\":\"Thank you for your interest in our product. Let me know if you have any questions.\",\"communicationChannel\":\"email\",\"subjectLine\":\"Thank you for your inquiry\",\"priority\":\"normal\",\"metadata\":{\"campaignId\":\"camp123\"}}",
+ "description": "Send an email reply thanking a lead after their inquiry."
+ },
+ {
+ "inputJson": "{\"recipientContact\":{\"type\":\"phone\",\"address\":\"+1234567890\"},\"messageContent\":\"We have received your request and will get back to you shortly.\",\"communicationChannel\":\"sms\",\"priority\":\"high\",\"metadata\":{}}",
+ "description": "Send a high priority SMS reply acknowledging receipt of a request."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.sendNotification",
+ "description": "Sends a marketing notification to a specified list of recipients via chosen channels such as email, SMS, or push notifications. Accepts recipient details, message content, channel preferences, and scheduling options; processes delivery through integrated marketing platforms; returns delivery status and summary report.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "recipients",
+ "type": "array",
+ "description": "Array of recipient contact objects including email, phone number, or device ID depending on channel.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageSubject",
+ "type": "string",
+ "description": "Subject line of the notification (applicable for email).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageBody",
+ "type": "string",
+ "description": "Main content of the notification message to send.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "channels",
+ "type": "array",
+ "description": "List of channels to send notifications on, e.g., ['email','sms','push'].",
+ "required": true,
+ "defaultValue": "[\"email\"]"
+ },
+ {
+ "name": "sendAt",
+ "type": "string",
+ "description": "Optional ISO 8601 datetime string to schedule sending in the future; if omitted sends immediately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Identifier of the marketing campaign for tracking purposes.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Priority level of notification, values like 'high','normal','low'.",
+ "required": false,
+ "defaultValue": "normal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object summarizing the delivery status for each recipient and channel, including success flags and error messages if any."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to automate the delivery of marketing notifications or alerts across multiple communication channels with support for scheduling and campaign tracking. Ideal for multi-channel outreach campaigns targeting segmented user lists.",
+ "limitations": "This tool does not create the message content or manage recipient segmentation. It requires valid contact information formatted for the chosen channels and does not guarantee delivery as external system limitations apply.",
+ "examples": [
+ "Send promotional emails and SMS notifications to a customer segment.",
+ "Schedule a push notification campaign for a mobile app to go live at a future time.",
+ "Send immediate alert notifications to all subscribers via email."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "notification",
+ "automation",
+ "email",
+ "sms",
+ "push",
+ "campaign",
+ "scheduling"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipients\":[{\"email\":\"john.doe@example.com\"},{\"email\":\"jane.smith@example.com\"}],\"messageSubject\":\"Spring Sale Launch!\",\"messageBody\":\"Dear customer, enjoy our exclusive spring sale with up to 50% off.\",\"channels\":[\"email\"],\"sendAt\":\"\",\"campaignId\":\"SPRING2024\",\"priority\":\"high\"}",
+ "description": "Send a high priority email notification about a spring sale to a list of recipients immediately."
+ },
+ {
+ "inputJson": "{\"recipients\":[{\"phone\":\"+15551234567\"}],\"messageBody\":\"Your verification code is 123456.\",\"channels\":[\"sms\"],\"sendAt\":\"2024-07-01T09:00:00Z\",\"campaignId\":\"\",\"priority\":\"normal\"}",
+ "description": "Schedule an SMS notification with a verification code to send at 9 AM UTC on July 1, 2024."
+ },
+ {
+ "inputJson": "{\"recipients\":[{\"deviceId\":\"device123\"}],\"messageBody\":\"Don't miss our app update with new features!\",\"channels\":[\"push\"],\"sendAt\":\"\",\"campaignId\":\"UPDATE2024\",\"priority\":\"normal\"}",
+ "description": "Send an immediate push notification alerting users about a new app update."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Notification",
+ "context": null
+ }
+ },
+ {
+ "name": "sales-automation.sendMention",
+ "description": "Sends a mention notification to a user or group within a sales communication platform, referencing a specific sales lead or opportunity. Accepts recipient identifiers, a message with optional lead context, and sends a formatted mention to alert relevant parties. Returns confirmation of delivery status and message ID.",
+ "category": "sales-automation",
+ "parameters": [
+ {
+ "name": "recipientIds",
+ "type": "array",
+ "description": "Array of user or group IDs to mention in the communication platform.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "message",
+ "type": "string",
+ "description": "The content of the mention message to be sent, which can include dynamic placeholders.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "leadId",
+ "type": "string",
+ "description": "Optional sales lead or opportunity ID to reference in the mention, linking communication to a specific sales record.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "platform",
+ "type": "string",
+ "description": "Identifier of the communication platform where the mention should be sent (e.g., Slack, Microsoft Teams).",
+ "required": true,
+ "defaultValue": "slack"
+ },
+ {
+ "name": "urgent",
+ "type": "boolean",
+ "description": "Flag to indicate if the mention should be marked as urgent or prioritized in the recipient's interface.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the status of the send action, the unique ID of the sent mention, timestamp, and any error messages if applicable."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when the AI agent needs to proactively notify specific users or groups about updates or actions related to sales leads within supported communication platforms, ensuring timely awareness and collaboration.",
+ "limitations": "This tool cannot compose complex natural language messages automatically; it requires a predefined message input. It also cannot fetch recipient IDs or lead details by itself.",
+ "examples": [
+ "Notify the sales team mentioned in Slack about a new lead needing attention.",
+ "Send an urgent mention to the account manager group in Microsoft Teams referencing lead 12345."
+ ]
+ },
+ "tags": [
+ "sales",
+ "communication",
+ "notification",
+ "lead-management",
+ "automation",
+ "mention",
+ "sales-automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientIds\":[\"U2345\",\"U6789\"],\"message\":\"Please review the latest update on lead 98765.\",\"leadId\":\"98765\",\"platform\":\"slack\",\"urgent\":false}",
+ "description": "Mention two users in Slack about an update on a sales lead."
+ },
+ {
+ "inputJson": "{\"recipientIds\":[\"teamAccountManagers\"],\"message\":\"Urgent: Closing date is approaching for lead 12345.\",\"leadId\":\"12345\",\"platform\":\"microsoft-teams\",\"urgent\":true}",
+ "description": "Send an urgent mention to a group in Microsoft Teams about a critical lead deadline."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Mention",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.sendChannel",
+ "description": "Sends marketing campaign messages through a specified communication channel such as email, SMS, or push notifications. It accepts campaign content, recipient lists, and channel configurations, processes the dispatching of messages accordingly, and returns the delivery status and analytics data per message.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "channel",
+ "type": "string",
+ "description": "The communication channel to send messages through (e.g., 'email', 'sms', 'push').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "campaignId",
+ "type": "string",
+ "description": "Identifier of the marketing campaign to send.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "content",
+ "type": "object",
+ "description": "The message content including subject, body, and any multimedia attachments.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientList",
+ "type": "array",
+ "description": "Array of recipient objects containing contact details appropriate for the channel.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sendTime",
+ "type": "string",
+ "description": "ISO 8601 timestamp indicating when to send messages. If omitted, send immediately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "trackingEnabled",
+ "type": "boolean",
+ "description": "If true, track message open rates and clicks where supported.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Send priority level, e.g., 'high', 'normal', or 'low'.",
+ "required": false,
+ "defaultValue": "normal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the overall send operation status, a list of per-recipient delivery results with status and message IDs, and analytics summary if tracking is enabled."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to dispatch marketing campaign messages through multiple communication channels with rich message content and recipient segmentation, coordinating timed sends and capturing delivery analytics. It is particularly useful for automated campaign execution and follow-up workflows.",
+ "limitations": "It does not create campaign content or manage recipient lists; those must be prepared beforehand. It cannot guarantee delivery but reports status received from service providers. It does not handle channel credential configuration.",
+ "examples": [
+ "Send an email campaign with personalized content to a customer segment now.",
+ "Schedule SMS alerts via the campaign at a specific future date and time.",
+ "Send push notifications with tracking enabled for app users in a campaign."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "send",
+ "channel",
+ "campaign",
+ "communication",
+ "email",
+ "sms",
+ "push"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channel\":\"email\",\"campaignId\":\"cmp12345\",\"content\":{\"subject\":\"Spring Sale!\",\"body\":\"Enjoy 20% off on all items.\",\"attachments\":[]},\"recipientList\":[{\"email\":\"user1@example.com\"},{\"email\":\"user2@example.com\"}],\"trackingEnabled\":true}",
+ "description": "Send an immediate email campaign to two recipients with tracking enabled."
+ },
+ {
+ "inputJson": "{\"channel\":\"sms\",\"campaignId\":\"cmp67890\",\"content\":{\"body\":\"Flash Sale! 50% off. Visit our site now.\"},\"recipientList\":[{\"phoneNumber\":\"+1234567890\"},{\"phoneNumber\":\"+1987654321\"}],\"sendTime\":\"2024-07-01T10:00:00Z\",\"trackingEnabled\":false}",
+ "description": "Schedule an SMS blast for a flash sale to two phone numbers without tracking, to send at a specific future time."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Channel",
+ "context": null
+ }
+ },
+ {
+ "name": "sales-automation.sendComment",
+ "description": "Sends a comment or note to a specified lead or contact within the sales CRM system. Accepts lead ID and comment text as input, optionally including metadata such as author ID and visibility scope. Processes and adds the comment to the lead's record, returning status confirming successful posting with timestamp and comment ID.",
+ "category": "sales-automation",
+ "parameters": [
+ {
+ "name": "leadId",
+ "type": "string",
+ "description": "Unique identifier of the lead or contact to which the comment will be attached.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "commentText",
+ "type": "string",
+ "description": "The content of the comment or note to be sent to the lead's record.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "authorId",
+ "type": "string",
+ "description": "Identifier of the user or agent sending the comment, for audit purposes.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "visibility",
+ "type": "string",
+ "description": "Visibility scope of the comment (e.g., 'internal' or 'public'). Determines who can see the comment.",
+ "required": false,
+ "defaultValue": "internal"
+ },
+ {
+ "name": "timestamp",
+ "type": "string",
+ "description": "ISO 8601 formatted timestamp for the comment. If omitted, system's current time is used.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Result object containing success status, posted comment ID, timestamp, and an optional message."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when the AI agent needs to add contextual remarks, updates, or follow-up notes directly to a lead's profile within a sales CRM. Ideal for tracking interactions, sharing insights with sales team members, or logging communication details automatically during automated sales workflows.",
+ "limitations": "This tool does not retrieve existing comments, modify or delete comments once posted, or send notifications to leads. It only adds new comment entries to lead records.",
+ "examples": [
+ "Add a follow-up note to lead ID 'L12345' after a call.",
+ "Log an internal comment noting the lead's interest level for sales review.",
+ "Send a public comment to a lead visible to the client on their portal."
+ ]
+ },
+ "tags": [
+ "sales",
+ "crm",
+ "commenting",
+ "lead-management",
+ "automation",
+ "notes",
+ "communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"leadId\":\"L12345\",\"commentText\":\"Spoke with client, interested in premium plan.\",\"authorId\":\"U6789\",\"visibility\":\"internal\"}",
+ "description": "Adding an internal comment summarizing a client call outcome."
+ },
+ {
+ "inputJson": "{\"leadId\":\"L98765\",\"commentText\":\"Sent proposal documents as requested.\",\"authorId\":\"U6789\"}",
+ "description": "Logging a note about sending proposal documents; visibility defaults to internal."
+ },
+ {
+ "inputJson": "{\"leadId\":\"L54321\",\"commentText\":\"Client viewed contract and approved terms.\",\"authorId\":\"U4321\",\"visibility\":\"public\",\"timestamp\":\"2024-06-01T14:30:00Z\"}",
+ "description": "Posting a public comment with a specific timestamp, visible to the client."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Comment",
+ "context": null
+ }
+ },
+ {
+ "name": "sales-automation.sendChannel",
+ "description": "Sends a sales communication message through a specified channel such as email, SMS, or social media. Accepts inputs including message content, recipient details, and channel type. Processes the inputs by formatting and dispatching the message via the chosen channel, returning the status of the send operation including success or failure details.",
+ "category": "sales-automation",
+ "parameters": [
+ {
+ "name": "channelType",
+ "type": "string",
+ "description": "Type of communication channel to send the message through (e.g., 'email', 'sms', 'socialMedia').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipient",
+ "type": "object",
+ "description": "Object containing recipient details like email address, phone number, or social media handle.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageContent",
+ "type": "string",
+ "description": "The text content of the message to send to the recipient.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line for email messages. Optional for other channels.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "senderId",
+ "type": "string",
+ "description": "Identifier or address of the sender (e.g., email address, phone number, or account handle).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "Array of attachment objects (e.g., files or URLs) to include with the message. Optional.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Priority level of the message, such as 'normal' or 'high'. Optional.",
+ "required": false,
+ "defaultValue": "normal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the status of the message send request, including 'success' boolean, 'messageId' if applicable, and 'error' details if failed."
+ },
+ "aiAgent": {
+ "useCase": "This tool is used to automate sending sales communications through various channels to leads or customers. An AI agent should use it when it needs to deliver personalized or bulk messages via email, SMS, or social platforms within a sales automation workflow. It facilitates faster outreach and follow-ups without manual intervention.",
+ "limitations": "This tool does not generate message content or manage lead data; it only handles sending messages through specified channels. It also depends on the availability and configuration of underlying messaging services or APIs and may not handle message templates or complex multi-step campaigns.",
+ "examples": [
+ "Send promotional email to a lead with discount offer",
+ "Send SMS reminder about upcoming sales event",
+ "Post message via social media channel to engage new prospects"
+ ]
+ },
+ "tags": [
+ "sales",
+ "automation",
+ "communication",
+ "messaging",
+ "email",
+ "sms",
+ "socialMedia",
+ "leadManagement"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelType\":\"email\",\"recipient\":{\"email\":\"customer@example.com\"},\"messageContent\":\"Hello, we have a special offer just for you!\",\"subject\":\"Exclusive Discount Inside\",\"senderId\":\"sales@company.com\",\"attachments\":[],\"priority\":\"high\"}",
+ "description": "Send a high priority promotional email to a customer with subject and no attachments."
+ },
+ {
+ "inputJson": "{\"channelType\":\"sms\",\"recipient\":{\"phoneNumber\":\"+1234567890\"},\"messageContent\":\"Reminder: your appointment is tomorrow at 10 AM.\",\"senderId\":\"CompanySMS\"}",
+ "description": "Send an SMS reminder message for an appointment to a customer's phone number."
+ },
+ {
+ "inputJson": "{\"channelType\":\"socialMedia\",\"recipient\":{\"handle\":\"@leadUser\"},\"messageContent\":\"Check out our latest product updates! Visit our website for details.\"}",
+ "description": "Send a social media message to a user handle promoting product updates."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Channel",
+ "context": null
+ }
+ },
+ {
+ "name": "marketing-automation.sendThread",
+ "description": "Sends a marketing communication thread comprising multiple messages to a target audience via specified channels. Accepts input parameters including recipient lists, message contents, channel selection, scheduling options, and tracking preferences. Processes the thread by queuing or dispatching messages accordingly and returns a status report including message IDs and delivery status.",
+ "category": "marketing-automation",
+ "parameters": [
+ {
+ "name": "threadId",
+ "type": "string",
+ "description": "Unique identifier of the marketing thread to send, consisting of one or more coordinated messages.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientList",
+ "type": "array",
+ "description": "Array of recipient contact objects or identifiers specifying who will receive the messages.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "channels",
+ "type": "array",
+ "description": "List of communication channels to send messages through, such as email, SMS, or push notifications.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "scheduleTime",
+ "type": "string",
+ "description": "Optional ISO 8601 timestamp to schedule when the thread should begin sending; sends immediately if empty or omitted.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "trackDelivery",
+ "type": "boolean",
+ "description": "Flag indicating whether to track delivery and engagement metrics for the sent messages.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "senderId",
+ "type": "string",
+ "description": "Identifier for the sender profile or account used to send the thread messages.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the status of the send operation, including success flag, message IDs for each sent message, and error information if applicable."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when orchestrating multi-message marketing campaigns that need to be sent as a thread or sequence across multiple communication channels to targeted recipient groups. It automates the dispatch and scheduling of threaded marketing content and provides feedback on send status and tracking.",
+ "limitations": "Does not create or design the messages; the thread content must already be defined. Does not handle message personalization beyond recipient addressing. Relies on external channel integrations for actual message delivery.",
+ "examples": [
+ "Send a promotional email and SMS thread to all users who signed up last week.",
+ "Schedule a multi-part push notification campaign to app users next Monday.",
+ "Send a welcome message thread via email immediately to new subscribers using the marketing account."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "automation",
+ "communication",
+ "messaging",
+ "campaign",
+ "multichannel",
+ "threading"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"threadId\":\"welcomeThread2024\",\"recipientList\":[{\"email\":\"user1@example.com\"},{\"email\":\"user2@example.com\"}],\"channels\":[\"email\",\"sms\"],\"scheduleTime\":\"\",\"trackDelivery\":true,\"senderId\":\"marketingAccountA\"}",
+ "description": "Send a welcome thread immediately via email and SMS to specified users, tracking delivery."
+ },
+ {
+ "inputJson": "{\"threadId\":\"promoSeq01\",\"recipientList\":[{\"phone\":\"+15551234567\"}],\"channels\":[\"sms\"],\"scheduleTime\":\"2024-07-01T09:00:00Z\",\"trackDelivery\":false}",
+ "description": "Schedule a promotional SMS thread to a phone number at a specific time, without tracking delivery."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Thread",
+ "context": null
+ }
+ },
+ {
+ "name": "sales-automation.sendThread",
+ "description": "Sends a sales communication thread including one or more messages to a specified lead or contact. Accepts input such as recipient details, an array of message objects with content and optional attachments, and optional scheduling information. Processes the messages to deliver them via integrated email or messaging platforms. Returns a status summary with message IDs and delivery results.",
+ "category": "sales-automation",
+ "parameters": [
+ {
+ "name": "recipientId",
+ "type": "string",
+ "description": "Unique identifier of the lead or contact to whom the thread will be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messages",
+ "type": "array",
+ "description": "An array of message objects composing the thread, each containing content, optional subject, and optional attachments.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "scheduleTime",
+ "type": "string",
+ "description": "Optional ISO 8601 datetime string to schedule the thread delivery in the future. If omitted, sends immediately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "communicationChannel",
+ "type": "string",
+ "description": "Channel to use for sending the thread, e.g., 'email', 'sms', or 'chat'. Defaults to 'email'.",
+ "required": false,
+ "defaultValue": "\"email\""
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Optional priority level of the thread, e.g., 'normal', 'high'.",
+ "required": false,
+ "defaultValue": "\"normal\""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the overall status, individual message IDs, and any errors encountered during sending."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when the AI agent needs to automate sending a sequence of sales messages as a cohesive conversation thread to a lead or contact, potentially scheduling for future delivery and choosing communication channels. It helps streamline outreach and follow-ups with structured multistep threads.",
+ "limitations": "This tool does not create or manage leads; it assumes recipientId is valid. It does not handle inbound message parsing or responses. Attachments must follow supported formats externally validated before use.",
+ "examples": [
+ "Send a three-message sales introduction thread to a new lead immediately by email.",
+ "Schedule a follow-up thread with personalized messages to be sent tomorrow via email.",
+ "Send a quick SMS message thread to a contact for a time-sensitive promotion."
+ ]
+ },
+ "tags": [
+ "sales",
+ "automation",
+ "communication",
+ "messaging",
+ "lead-management",
+ "email",
+ "sms"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientId\":\"lead_123456\",\"messages\":[{\"subject\":\"Introduction\",\"content\":\"Hi, I wanted to introduce our new product line.\",\"attachments\":[]},{\"content\":\"Please let me know if you want a demo.\"}],\"communicationChannel\":\"email\"}",
+ "description": "Send a multi-message sales email thread immediately to a lead."
+ },
+ {
+ "inputJson": "{\"recipientId\":\"contact_987\",\"messages\":[{\"content\":\"Don't miss our limited offer!\"}],\"scheduleTime\":\"2024-12-01T09:00:00Z\",\"communicationChannel\":\"sms\",\"priority\":\"high\"}",
+ "description": "Schedule a high priority SMS message thread to be sent in the future to a contact."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Thread",
+ "context": null
+ }
+ },
+ {
+ "name": "sales-automation.sendMessage",
+ "description": "This tool sends a personalized sales message to one or more leads. It accepts input including recipient contact details, message content, and optional scheduling or channel preferences. The tool processes the inputs to dispatch messages via email or SMS and returns the status for each recipient (success, failure, error details).",
+ "category": "sales-automation",
+ "parameters": [
+ {
+ "name": "recipients",
+ "type": "array",
+ "description": "List of recipients where each contains contact information such as email or phone number and optional lead metadata.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageContent",
+ "type": "string",
+ "description": "The body of the sales message to be sent, which can include placeholders for personalization.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "channel",
+ "type": "string",
+ "description": "Preferred communication channel for the message, e.g., 'email' or 'sms'.",
+ "required": false,
+ "defaultValue": "email"
+ },
+ {
+ "name": "sendImmediately",
+ "type": "boolean",
+ "description": "Whether to send the message immediately (true) or schedule for later (false).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "scheduledTime",
+ "type": "string",
+ "description": "ISO 8601 formatted date-time string to schedule the message; required if sendImmediately is false.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "senderName",
+ "type": "string",
+ "description": "Name of the sender as it should appear in the message.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line for email messages; ignored if channel is SMS.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object describing the delivery status for each recipient, including success or failure and any error messages."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to automate outreach to sales leads by sending customized messages through email or SMS channels. Ideal for scenarios involving bulk messaging, personalized content, and scheduling communications to improve engagement.",
+ "limitations": "Does not generate message content or handle complex campaign analytics. Does not support channels other than email or SMS. Scheduling precision depends on system clock and may vary.",
+ "examples": [
+ "Send a welcome email to new leads with their names personalized in the message.",
+ "Send an SMS reminder about a sales call scheduled tomorrow afternoon to multiple contacts.",
+ "Schedule an email campaign to launch after business hours targeting a curated list of leads."
+ ]
+ },
+ "tags": [
+ "sales",
+ "automation",
+ "messaging",
+ "lead management",
+ "email",
+ "sms",
+ "outreach"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipients\":[{\"email\":\"alice@example.com\"},{\"email\":\"bob@example.com\"}],\"messageContent\":\"Hello {{name}}, we have a special offer for you!\",\"channel\":\"email\",\"sendImmediately\":true,\"senderName\":\"Sales Team\",\"subject\":\"Exclusive Offer Just for You\"}",
+ "description": "Send an immediate personalized email to multiple leads with a promotional message."
+ },
+ {
+ "inputJson": "{\"recipients\":[{\"phone\":\"+1234567890\"}],\"messageContent\":\"Hi, just a reminder about your meeting tomorrow at 10 AM.\",\"channel\":\"sms\",\"sendImmediately\":true}",
+ "description": "Send an immediate SMS reminder to a single lead about their meeting."
+ },
+ {
+ "inputJson": "{\"recipients\":[{\"email\":\"charlie@example.com\"}],\"messageContent\":\"Dear {{name}}, check out our new product launch next week.\",\"channel\":\"email\",\"sendImmediately\":false,\"scheduledTime\":\"2024-07-01T08:00:00Z\",\"senderName\":\"Marketing Team\",\"subject\":\"Upcoming Product Launch\"}",
+ "description": "Schedule an email to be sent in the future with personalized product launch details."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Message",
+ "context": null
+ }
+ },
+ {
+ "name": "sales-automation.sendNotification",
+ "description": "Sends a notification message to a specified recipient or group within a sales context, supporting various channels such as email, SMS, or in-app alerts. Accepts parameters defining recipient contact info, message content, delivery channel, and optional scheduling, processing these inputs to dispatch the notification and returning a status report of the delivery outcome.",
+ "category": "sales-automation",
+ "parameters": [
+ {
+ "name": "recipient",
+ "type": "object",
+ "description": "Contact information of the notification recipient, e.g., email address or phone number.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "message",
+ "type": "string",
+ "description": "Content of the notification message to be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "channel",
+ "type": "string",
+ "description": "Communication channel to use for sending the notification, e.g., 'email', 'sms', or 'inApp'.",
+ "required": true,
+ "defaultValue": "email"
+ },
+ {
+ "name": "scheduleTime",
+ "type": "string",
+ "description": "Optional ISO 8601 timestamp to schedule the notification for future delivery. If omitted, sends immediately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Priority level of the notification, e.g., 'normal' or 'high'. Higher priority may trigger more immediate delivery methods.",
+ "required": false,
+ "defaultValue": "normal"
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional additional data related to the notification for tracking or personalization purposes.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the status of the notification sending attempt, including success flag, message ID if successful, and error details if any."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to automate sending actionable notifications to sales leads, customers, or team members using various communication channels. It supports immediate or scheduled messages with customizable priority and metadata for personalization and tracking.",
+ "limitations": "Does not handle recipient validation or channel-specific formatting errors beyond basic checks; success depends on external communication service availability and correct recipient contact info.",
+ "examples": [
+ "Send a promotional email to a sales lead immediately.",
+ "Schedule an SMS reminder to a customer before an appointment.",
+ "Send an in-app alert to sales team members about an urgent lead update."
+ ]
+ },
+ "tags": [
+ "notification",
+ "sales",
+ "automation",
+ "communication",
+ "email",
+ "sms",
+ "scheduling"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipient\":{\"email\":\"lead@example.com\"},\"message\":\"Exclusive offer just for you!\",\"channel\":\"email\",\"priority\":\"high\"}",
+ "description": "Send a high-priority promotional email notification to a sales lead."
+ },
+ {
+ "inputJson": "{\"recipient\":{\"phone\":\"+1234567890\"},\"message\":\"Reminder: your sales appointment is tomorrow at 3 PM.\",\"channel\":\"sms\",\"scheduleTime\":\"2024-07-01T15:00:00Z\"}",
+ "description": "Schedule an SMS reminder to a customer one day before their appointment."
+ },
+ {
+ "inputJson": "{\"recipient\":{\"userId\":\"sales_user_007\"},\"message\":\"New lead assigned to you: Acme Corp.\",\"channel\":\"inApp\"}",
+ "description": "Send an immediate in-app alert to a sales team member about a new lead assignment."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Notification",
+ "context": null
+ }
+ },
+ {
+ "name": "sales-automation.sendEmail",
+ "description": "This tool sends a customized sales email to one or multiple recipients. It accepts recipient email addresses, email subject, body content (which can be plain text or HTML), and optional CC and BCC fields. It processes these inputs by connecting to an SMTP or email API to deliver the message and returns a delivery status and message ID if successful.",
+ "category": "sales-automation",
+ "parameters": [
+ {
+ "name": "to",
+ "type": "array",
+ "description": "List of recipient email addresses to receive the email.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "The subject line of the email.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "body",
+ "type": "string",
+ "description": "The main content of the email; supports plain text or HTML.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "cc",
+ "type": "array",
+ "description": "Optional list of email addresses for CC recipients.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "bcc",
+ "type": "array",
+ "description": "Optional list of email addresses for BCC recipients.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "isHtml",
+ "type": "boolean",
+ "description": "Specifies if the email body is in HTML format; false means plain text.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "from",
+ "type": "string",
+ "description": "Optional sender email address; defaults to configured sales email address if omitted.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing 'success' boolean, 'messageId' string if sent, and 'error' string if failed."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to send sales outreach or follow-up emails automatically to leads or customers, enabling automation of communication in sales workflows, including bulk personalized messaging with tracking of delivery status.",
+ "limitations": "This tool does not generate email content or manage replies; it only sends emails as provided. It does not provide analytics or handle complex campaign scheduling.",
+ "examples": [
+ "Send a follow-up email to a lead list with personalized links.",
+ "Send a bulk promotional email to multiple recipients with CC to the sales manager.",
+ "Send a HTML formatted invitation email for a sales webinar."
+ ]
+ },
+ "tags": [
+ "email",
+ "sales",
+ "automation",
+ "communication",
+ "outreach",
+ "bulk-send"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"to\":[\"lead@example.com\"],\"subject\":\"Special Offer Just for You!\",\"body\":\"Hello, we have an exclusive offer...\",\"isHtml\":false}",
+ "description": "Send a plain text sales offer email to one lead."
+ },
+ {
+ "inputJson": "{\"to\":[\"client1@example.com\",\"client2@example.com\"],\"subject\":\"Upcoming Product Webinar\",\"body\":\"Join us for a webinar
Details inside...
\",\"isHtml\":true,\"cc\":[\"manager@example.com\"]}",
+ "description": "Send an HTML formatted webinar invitation to multiple clients, CCing the manager."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftQuote",
+ "description": "Generates a compelling marketing or promotional quote based on given product or service details, target audience, tone, and keywords. It processes the inputs to create a concise, persuasive quote suitable for advertising or branding purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service to promote",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "Brief description highlighting key features or benefits",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended audience or customer segment for the quote",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the quote (e.g., inspirational, professional, playful)",
+ "required": false,
+ "defaultValue": "inspirational"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of important keywords to include or emphasize",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the quote in characters",
+ "required": false,
+ "defaultValue": "140"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated quote string"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create persuasive, short-form marketing quotes or taglines based on product specifics and marketing goals. Ideal for generating promotional content for ads, websites, and campaigns.",
+ "limitations": "Cannot guarantee trademark compliance or adapt to extremely niche industries without clear input. May produce quotes that need human refinement for brand voice consistency.",
+ "examples": [
+ "Generate a motivational product quote for a new fitness app targeting young adults.",
+ "Draft a playful and catchy quote highlighting eco-friendly features of a brand of sneakers.",
+ "Create a professional quote promoting a consulting firm's new AI service, including keywords like efficiency and innovation."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "quote",
+ "branding",
+ "promotional",
+ "advertising",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoRun Sneakers\",\"productDescription\":\"Lightweight, stylish sneakers made from recycled materials.\",\"targetAudience\":\"eco-conscious millennials\",\"tone\":\"playful\",\"keywords\":[\"sustainable\",\"comfort\",\"style\"],\"maxLength\":100}",
+ "description": "Draft a playful, short quote promoting eco-friendly sneakers targeting millennials."
+ },
+ {
+ "inputJson": "{\"productName\":\"AI Boost Consulting\",\"productDescription\":\"Consulting service specializing in AI-driven efficiency improvements.\",\"targetAudience\":\"business executives\",\"tone\":\"professional\",\"keywords\":[\"efficiency\",\"innovation\"],\"maxLength\":140}",
+ "description": "Generate a professional quote emphasizing AI-powered innovation for business executives."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "sales-automation.sendAlert",
+ "description": "Sends an automated alert to a specified sales or security team member when suspicious sales activities or potential security breaches are detected within sales processes. Accepts details about the alert context, urgency, and recipient contact information and returns the status of the alert delivery.",
+ "category": "sales-automation",
+ "parameters": [
+ {
+ "name": "alertType",
+ "type": "string",
+ "description": "Type of alert to send, e.g., 'fraudDetection', 'unauthorizedAccess', or 'suspiciousActivity' in sales systems.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "message",
+ "type": "string",
+ "description": "Detailed message content describing the alert and relevant context for immediate action.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientEmails",
+ "type": "array",
+ "description": "List of email addresses to which the alert should be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "priorityLevel",
+ "type": "string",
+ "description": "Priority of the alert: 'low', 'medium', or 'high', influencing notification urgency.",
+ "required": false,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "relatedLeadId",
+ "type": "string",
+ "description": "Optional sales lead identifier related to the alert for cross-reference in CRM systems.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sendSms",
+ "type": "boolean",
+ "description": "Whether to also send the alert as an SMS message for urgent notifications.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object including the alertId, sendStatus ('success' or 'failure'), and timestamp of alert dispatch."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when suspicious activities or security concerns related to sales processes arise and an immediate, automated notification must be sent to responsible team members to prompt fast response and mitigation.",
+ "limitations": "This tool does not perform detection or analysis of suspicious activities; it only sends alerts based on inputs provided by other systems or analysis modules.",
+ "examples": [
+ "Send alert to sales security about detected fraudulent transaction on a lead.",
+ "Notify a sales manager via email and SMS about unauthorized CRM access attempts.",
+ "Alert the security team about unusual lead activity with medium priority."
+ ]
+ },
+ "tags": [
+ "sales",
+ "automation",
+ "alert",
+ "security",
+ "notification",
+ "leadManagement",
+ "riskManagement"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"alertType\":\"fraudDetection\",\"message\":\"Potential fraudulent transaction detected for lead ID 12345.\",\"recipientEmails\":[\"security@example.com\"],\"priorityLevel\":\"high\",\"relatedLeadId\":\"12345\",\"sendSms\":true}",
+ "description": "Sending a high priority fraud detection alert with SMS notification to the security team for a specific lead."
+ },
+ {
+ "inputJson": "{\"alertType\":\"unauthorizedAccess\",\"message\":\"Unauthorized CRM access attempt detected.\",\"recipientEmails\":[\"salesmanager@example.com\"],\"priorityLevel\":\"medium\",\"sendSms\":false}",
+ "description": "Sending an alert email without SMS about unauthorized access attempt to a sales manager."
+ },
+ {
+ "inputJson": "{\"alertType\":\"suspiciousActivity\",\"message\":\"Multiple failed login attempts detected on lead 98765's CRM record.\",\"recipientEmails\":[\"securityteam@example.com\", \"itadmin@example.com\"],\"priorityLevel\":\"medium\"}",
+ "description": "Sending a medium priority alert email to multiple recipients about suspicious login activity."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "send",
+ "object": "Alert",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftCitation",
+ "description": "This tool generates a properly formatted citation for a given source, based on the specified citation style (e.g., APA, MLA, Chicago). It accepts details about the source such as author(s), title, publication year, publisher, URL, and formats these inputs into a complete, polished citation string for academic or professional use.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of source to cite (e.g., book, journal, website, article)",
+ "required": true,
+ "defaultValue": "article"
+ },
+ {
+ "name": "authors",
+ "type": "array",
+ "description": "List of author names in 'Last, First' format",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the work or article being cited",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationYear",
+ "type": "string",
+ "description": "Year the work was published",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "publisher",
+ "type": "string",
+ "description": "Name of the publisher or publishing organization",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL or DOI of the source if applicable",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style format to use (e.g., APA, MLA, Chicago)",
+ "required": true,
+ "defaultValue": "APA"
+ },
+ {
+ "name": "accessDate",
+ "type": "string",
+ "description": "Date the URL/source was accessed, for online citations (YYYY-MM-DD)",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted citation string under 'citation' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce accurate, stylistically correct citations for given sources to include in academic papers, reports, or publications. It is Ideal for generating citations in various popular formats given structured source information.",
+ "limitations": "This tool cannot verify the correctness of input metadata or replace manual style guide consultation. It may not cover less common citation formats or complex source types like artworks or interviews.",
+ "examples": [
+ "Generate an APA citation for a book by two authors published in 2018.",
+ "Create an MLA citation for a website including author, title, URL, and access date.",
+ "Format a Chicago style citation for a journal article with multiple authors."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "citation",
+ "academic",
+ "formatting",
+ "APA",
+ "MLA",
+ "Chicago"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceType\":\"book\",\"authors\":[\"Smith, John\",\"Doe, Jane\"],\"title\":\"Effective Project Management\",\"publicationYear\":\"2018\",\"publisher\":\"Tech Press\",\"citationStyle\":\"APA\"}",
+ "description": "Draft APA citation for a two-author book published in 2018."
+ },
+ {
+ "inputJson": "{\"sourceType\":\"website\",\"authors\":[\"Brown, Alice\"],\"title\":\"Understanding AI Ethics\",\"publicationYear\":\"\",\"publisher\":\"\",\"url\":\"https://aiexample.org/ethics\",\"citationStyle\":\"MLA\",\"accessDate\":\"2024-05-15\"}",
+ "description": "Create an MLA citation for a website with author and access date."
+ },
+ {
+ "inputJson": "{\"sourceType\":\"journal\",\"authors\":[\"Lee, Mark\",\"King, Sarah\"],\"title\":\"Advances in Battery Technology\",\"publicationYear\":\"2020\",\"publisher\":\"Journal of Energy Science\",\"citationStyle\":\"Chicago\"}",
+ "description": "Format a Chicago style citation for a journal article with two authors published in 2020."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftReference",
+ "description": "This tool drafts high-quality, professional reference letters or recommendation texts based on input details about the referee, referent, purpose, and key qualities. It generates fully formatted, personalized reference content suitable for academic, employment, or character references.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "referentName",
+ "type": "string",
+ "description": "Full name of the person who is being referenced in the text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "refereeName",
+ "type": "string",
+ "description": "Name of the person writing the reference or their title if preferred for formality.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "relationship",
+ "type": "string",
+ "description": "Description of the relationship between referee and referent (e.g., supervisor, professor, colleague).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "purpose",
+ "type": "string",
+ "description": "The purpose of the reference letter, such as job application, academic admission, or character endorsement.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "qualities",
+ "type": "array",
+ "description": "An array of key qualities or achievements of the referent to highlight in the reference text.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "length",
+ "type": "string",
+ "description": "Desired approximate length of the drafted reference: short, medium, or long.",
+ "required": false,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone or style of the reference letter such as formal, friendly, or enthusiastic.",
+ "required": false,
+ "defaultValue": "formal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted reference letter as a formatted string under the key 'referenceLetter'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a customized, coherent reference or recommendation letter quickly and professionally, based on structured user input about the people involved and the letter's context. Especially useful for generating drafts that users can further personalize.",
+ "limitations": "This tool cannot verify factual accuracy or provide legally binding statements. It relies solely on user-supplied information and cannot detect dishonesty or guarantee that the reference meets specific institutional criteria.",
+ "examples": [
+ "Draft a formal employment reference for a software engineer applying to a tech company.",
+ "Write a character reference for a volunteer applying for a community service award.",
+ "Create an academic recommendation letter for a student applying for graduate school."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "reference letter",
+ "recommendation",
+ "professional writing",
+ "drafting",
+ "personalized",
+ "letter",
+ "marketing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"referentName\":\"Jane Doe\",\"refereeName\":\"Dr. Robert Smith\",\"relationship\":\"Professor of Computer Science\",\"purpose\":\"graduate school admission\",\"qualities\":[\"strong analytical skills\",\"dedicated researcher\",\"excellent communication\"],\"length\":\"medium\",\"tone\":\"formal\"}",
+ "description": "Generate a formal academic recommendation letter for Jane Doe applying to graduate school, highlighting her skills and dedication."
+ },
+ {
+ "inputJson": "{\"referentName\":\"Mark Johnson\",\"refereeName\":\"Samantha Lee\",\"relationship\":\"former manager\",\"purpose\":\"job application\",\"qualities\":[\"leadership\",\"team player\",\"project management\"],\"length\":\"short\",\"tone\":\"enthusiastic\"}",
+ "description": "Create a short, enthusiastic employment reference letter for Mark Johnson from his former manager Samantha Lee."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftWord",
+ "description": "This tool generates a concise marketing or promotional word based on input parameters such as target audience, product type, desired tone, and optional keywords. It processes the inputs by selecting or creating a single impactful word suitable for branding, advertising, or campaign use, and outputs the generated word as a string.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The primary demographic or customer segment the word should resonate with (e.g., 'young adults', 'tech enthusiasts').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productType",
+ "type": "string",
+ "description": "Type or category of product or service to associate the word with (e.g., 'energy drink', 'software').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "desiredTone",
+ "type": "string",
+ "description": "Tone or feeling to convey (e.g., 'energetic', 'trustworthy', 'luxurious').",
+ "required": false,
+ "defaultValue": "\"\""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "Optional array of related keywords or concepts to inspire the word creation.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for the output word (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "\"en\""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated word and explanation for its selection."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a catchy, single-word branding or promotional term tailored to a specific audience, product type, and tone. Ideal for suggesting impactful words for marketing campaigns or product names rapidly with creative context.",
+ "limitations": "This tool does not generate full taglines, slogans, or multi-word phrases. It also may not generate trademark-safe or legally vetted names, which require additional checks.",
+ "examples": [
+ "Generate a powerful one-word brand name for a fitness app aimed at millennials with an energetic tone.",
+ "Create a catchy promotional word for a new luxury skincare line targeting middle-aged women.",
+ "Provide an innovative word related to eco-friendly packaging for environmentally conscious consumers."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "branding",
+ "word generation",
+ "creative writing",
+ "promotional",
+ "advertising"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"targetAudience\":\"young adults\",\"productType\":\"energy drink\",\"desiredTone\":\"energetic\",\"keywords\":[\"power\",\"boost\",\"vitality\"],\"language\":\"en\"}",
+ "description": "Generate an energetic promotional word for an energy drink targeting young adults."
+ },
+ {
+ "inputJson": "{\"targetAudience\":\"business professionals\",\"productType\":\"productivity software\",\"desiredTone\":\"trustworthy\",\"keywords\":[\"efficiency\",\"time\",\"focus\"],\"language\":\"en\"}",
+ "description": "Create a trustworthy single-word brand name for productivity software aimed at business professionals."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftLink",
+ "description": "Generates a concise, engaging marketing or promotional snippet designed to accompany a URL link. Accepts the link URL and optional context keywords, tone, and length preferences. Produces a tailored text snippet suitable for social media posts, email campaigns, or web promotions to effectively drive user clicks and engagement.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The destination URL to be promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contextKeywords",
+ "type": "array",
+ "description": "Optional keywords or topics to shape the message context and increase relevance.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the text snippet, e.g., 'formal', 'casual', 'exciting'.",
+ "required": false,
+ "defaultValue": "\"casual\""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for the drafted text, ensuring compatibility with specific platform limits.",
+ "required": false,
+ "defaultValue": "140"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Optional call-to-action phrase to include, such as 'Learn more', 'Shop now', or 'Discover'.",
+ "required": false,
+ "defaultValue": "\"\""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted promotional text snippet optimized for the given URL and parameters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create appealing and contextually relevant short promotional texts that accompany URLs to improve click-through rates and engagement on marketing channels like social media posts, newsletters, or ads. It tailors language style and length to fit target audiences and platform constraints.",
+ "limitations": "Cannot verify the actual content or safety of the URL; does not generate long-form content; the output may require manual review for compliance with brand guidelines or legal standards.",
+ "examples": [
+ "Draft a casual and exciting snippet to promote https://example.com/sale with call-to-action 'Shop now' and max length 120.",
+ "Create a formal, brief link preview text for https://news.example.com/article about environment with keywords ['climate', 'policy'].",
+ "Generate a short social media text for https://blog.example.com/new-feature without call to action, tone casual, and maximum length 100 characters."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "promotion",
+ "link",
+ "social media",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://example.com/sale\",\"contextKeywords\":[\"discount\",\"shoes\"],\"tone\":\"exciting\",\"maxLength\":120,\"callToAction\":\"Shop now\"}",
+ "description": "Creates a short, exciting promotional snippet for a sale on shoes with a call-to-action button prompting users to shop now."
+ },
+ {
+ "inputJson": "{\"url\":\"https://news.example.com/article\",\"contextKeywords\":[\"climate\",\"policy\"],\"tone\":\"formal\",\"maxLength\":150,\"callToAction\":\"Learn more\"}",
+ "description": "Generates a formal text snippet to promote a news article on climate policy with a 'Learn more' call to action."
+ },
+ {
+ "inputJson": "{\"url\":\"https://blog.example.com/new-feature\",\"tone\":\"casual\",\"maxLength\":100,\"callToAction\":\"\"}",
+ "description": "Drafts a casual and concise social media snippet to announce a new feature blog post without a call-to-action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftHeading",
+ "description": "Generates compelling marketing or promotional headings based on given product or service details. Accepts input such as product description, target audience, and tone to produce creative and attention-grabbing headings suitable for advertisements, websites, or campaigns.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "A brief description of the product or service to highlight in the heading.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended audience for the heading, influencing style and word choice.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the heading, e.g., upbeat, professional, casual, urgent.",
+ "required": false,
+ "defaultValue": "upbeat"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length of the generated heading to fit display constraints.",
+ "required": false,
+ "defaultValue": "60"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated heading text along with metadata such as length and confidence score."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate catchy, relevant headings for marketing content or promotional materials based on minimal input describing the product and desired style. It helps automate creative headline writing for campaigns, landing pages, and ads.",
+ "limitations": "This tool cannot guarantee the heading matches complex brand guidelines or legal advertising constraints and may need human review for tone accuracy or compliance.",
+ "examples": [
+ "Generate a headline for a new eco-friendly water bottle aimed at young adults with an energetic tone.",
+ "Create a professional heading for a software consulting service targeting corporate clients.",
+ "Draft a casual, fun heading under 50 characters for a local bakery's spring promotion."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "headline",
+ "drafting",
+ "advertising",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productDescription\":\"A lightweight, eco-friendly water bottle made from recycled materials.\",\"targetAudience\":\"young adults\",\"tone\":\"energetic\",\"maxLength\":60}",
+ "description": "Generate an energetic headline for an eco-friendly water bottle aimed at young adults."
+ },
+ {
+ "inputJson": "{\"productDescription\":\"Professional software consulting services for enterprises.\",\"targetAudience\":\"corporate clients\",\"tone\":\"professional\",\"maxLength\":70}",
+ "description": "Create a polished heading for a software consulting firm targeting corporate clients."
+ },
+ {
+ "inputJson": "{\"productDescription\":\"Freshly baked pastries with seasonal flavors.\",\"tone\":\"casual\",\"maxLength\":50}",
+ "description": "Draft a short, casual heading for a bakery's seasonal promotion."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftChecklist",
+ "description": "Generates a tailored checklist to guide the creation of marketing or promotional content based on the specified campaign type, target audience, and key objectives. Accepts parameters to customize the checklist scope and outputs structured steps to ensure comprehensive and effective copywriting.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "campaignType",
+ "type": "string",
+ "description": "The type of marketing campaign (e.g., email, social media, landing page) to tailor the checklist appropriately.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience or customer segment for the campaign. Used to customize checklist focus.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyObjectives",
+ "type": "array",
+ "description": "List of key objectives or goals for the campaign (e.g., increase signups, brand awareness). Guides checklist priorities.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeSEO",
+ "type": "boolean",
+ "description": "Whether to include SEO-related items in the checklist for digital campaigns.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "languageTone",
+ "type": "string",
+ "description": "Preferred tone or style for the copywriting (e.g., formal, casual, persuasive). Influences checklist elements.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxItems",
+ "type": "number",
+ "description": "Maximum number of checklist items to generate. Helps keep checklist focused and manageable.",
+ "required": false,
+ "defaultValue": "20"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a checklist array with ordered steps or points as strings to guide marketing copywriting."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing a structured, tailored checklist to plan and ensure thorough, goal-oriented writing for marketing or promotional content. It helps break down complex copywriting tasks into actionable items that suit specific campaign types and audience goals.",
+ "limitations": "Does not generate the actual copy content, only the checklist. It cannot replace creative writing or strategy planning beyond checklist guidance.",
+ "examples": [
+ "Generate a checklist for a social media campaign targeting millennials to increase brand engagement.",
+ "Create a checklist for drafting an email marketing campaign with a persuasive tone including SEO considerations.",
+ "Produce a checklist focused on landing page copywriting for a product launch with clear call-to-action objectives."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "checklist",
+ "content planning",
+ "campaign",
+ "promotion",
+ "SEO",
+ "writing guide"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignType\":\"email\",\"targetAudience\":\"small business owners\",\"keyObjectives\":[\"increase open rates\",\"drive sales\"],\"includeSEO\":false,\"languageTone\":\"professional\",\"maxItems\":10}",
+ "description": "Checklist for an email marketing campaign targeting small business owners with the goals of increasing open rates and driving sales, in a professional tone."
+ },
+ {
+ "inputJson": "{\"campaignType\":\"social media\",\"targetAudience\":\"millennials\",\"keyObjectives\":[\"brand engagement\"],\"includeSEO\":true,\"languageTone\":\"casual\",\"maxItems\":15}",
+ "description": "Checklist tailored for a social media campaign aimed at millennials that includes SEO factors and adopts a casual tone, focusing on brand engagement."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftText",
+ "description": "Generates marketing or promotional text drafts based on the specified content type, tone, audience, and key points. Accepts structured inputs including product or service descriptions and outputs well-formed text suitable for campaigns, advertisements, or social media posts.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "contentType",
+ "type": "string",
+ "description": "Type of content to draft, e.g., 'ad copy', 'social media post', 'email newsletter'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "Array of key features, benefits, or messages to include in the draft text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the content to tailor tone and style.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone or style for the text, e.g., 'professional', 'friendly', 'urgent'.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum desired length of the generated text in characters.",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted marketing or promotional text as a string, and metadata such as word count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate initial drafts of marketing or promotional content tailored to a specific campaign, product, or audience. It helps accelerate content creation by producing human-like, engaging text based on provided key points and style parameters.",
+ "limitations": "The tool cannot guarantee fully optimized SEO text or final copy ready for publication without human review. It may not capture highly specialized jargon or comply with legal/regulatory requirements automatically.",
+ "examples": [
+ "Draft a friendly Instagram post for a new organic skincare line highlighting natural ingredients and benefits.",
+ "Generate a concise email newsletter introduction promoting a seasonal sale targeted at budget-conscious consumers.",
+ "Create an urgent ad copy for a tech gadget launch emphasizing speed and innovation."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "content generation",
+ "drafting",
+ "advertising",
+ "promotional text"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contentType\":\"ad copy\",\"keyPoints\":[\"fast delivery\",\"money back guarantee\",\"24/7 customer support\"],\"targetAudience\":\"online shoppers\",\"tone\":\"professional\",\"maxLength\":300}",
+ "description": "Draft professional ad copy emphasizing key service features for online shoppers."
+ },
+ {
+ "inputJson": "{\"contentType\":\"social media post\",\"keyPoints\":[\"brand anniversary\",\"special discounts\",\"limited time offer\"],\"tone\":\"friendly\"}",
+ "description": "Create a friendly social media post announcing a brand anniversary sale."
+ },
+ {
+ "inputJson": "{\"contentType\":\"email newsletter\",\"keyPoints\":[\"new product launch\",\"exclusive preview\",\"early bird discount\"],\"targetAudience\":\"subscribers\",\"tone\":\"urgent\",\"maxLength\":400}",
+ "description": "Generate an urgent, concise email newsletter intro about a new product launch for subscribers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftReadme",
+ "description": "Generates a well-structured README.md file draft for software projects based on inputs like project name, description, installation instructions, usage examples, and license information. It processes these inputs to produce a formatted markdown document outlining key project details, helping users quickly produce professional documentation.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the project to be included as the README title.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "A concise description that summarizes the project's purpose and features.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "installationInstructions",
+ "type": "string",
+ "description": "Step-by-step installation instructions to guide users in setting up the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageExamples",
+ "type": "string",
+ "description": "Example code snippets or command-line usage to demonstrate how to use the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "licenseInfo",
+ "type": "string",
+ "description": "License information specifying the terms under which the project is distributed.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contributionGuidelines",
+ "type": "string",
+ "description": "Information about how others can contribute to the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactInfo",
+ "type": "string",
+ "description": "Contact information for users to reach out with questions or feedback.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeBadges",
+ "type": "boolean",
+ "description": "Flag to include common status badges (e.g., build status, version) at the top of the README.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object that contains the full README content in markdown format in the 'readmeContent' field."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate a professional and structured README file for new or existing software projects based on provided project details and usage information. It helps automate initial documentation drafting, saving time and ensuring completeness of common README sections.",
+ "limitations": "Cannot generate content beyond supplied inputs such as advanced tutorials, changelogs, or dynamic badges that require real-time data. The quality depends on the completeness and clarity of given parameters.",
+ "examples": [
+ "Generate a README draft for a machine learning library including install instructions and usage examples.",
+ "Create a README for a CLI tool with license and contribution guidelines included.",
+ "Produce a minimal README with project name and description only."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "documentation",
+ "readme",
+ "markdown",
+ "software",
+ "automation",
+ "project setup"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"SmartHomeAPI\",\"projectDescription\":\"An API to control smart home devices remotely via HTTP.\",\"installationInstructions\":\"1. Clone the repo\\n2. Run npm install\\n3. Start server with npm start\",\"usageExamples\":\"curl -X POST http://localhost:3000/devices/light/on\",\"licenseInfo\":\"MIT\",\"contributionGuidelines\":\"Please fork and submit pull requests.\",\"contactInfo\":\"devteam@smarthome.com\",\"includeBadges\":true}",
+ "description": "Draft a detailed README for a smart home API project including badges, install, usage, license, and contribution sections."
+ },
+ {
+ "inputJson": "{\"projectName\":\"DataUtils\",\"projectDescription\":\"A utility library for common data manipulation tasks in JavaScript.\",\"installationInstructions\":\"npm install datautils\",\"usageExamples\":\"import { shuffle } from 'datautils';\\nconsole.log(shuffle([1,2,3,4]));\",\"licenseInfo\":\"Apache 2.0\",\"includeBadges\":false}",
+ "description": "Generate a README draft for a data utility library focusing on install instructions and usage code samples."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftSentence",
+ "description": "Generates a single marketing sentence draft based on specified product or service details, target audience, tone, and key selling points. Accepts structured input describing what to promote and outputs a concise, persuasive promotional sentence tailored to requested style and audience.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service being promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "A brief description of the product or service, highlighting features or benefits.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience or market segment for the marketing sentence.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone or style of the sentence such as friendly, professional, urgent, or playful.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "keySellingPoints",
+ "type": "array",
+ "description": "An array of key features or benefits to highlight in the sentence.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the resulting sentence in characters to fit specific format requirements.",
+ "required": false,
+ "defaultValue": "150"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object with a single drafted marketing sentence string tailored to the input parameters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when the AI agent needs to produce a brief, persuasive sentence for marketing or promotional material dynamically, based on specific input about the product, audience, and desired tone. Ideal for generating taglines, ad snippets, or social media lines without manual copywriting.",
+ "limitations": "Cannot generate multiple sentences or longer content pieces. Quality depends on clarity and completeness of input parameters. May not handle extremely technical or niche products well.",
+ "examples": [
+ "Write a friendly sentence promoting a new eco-friendly water bottle for outdoor enthusiasts.",
+ "Draft a professional, concise sentence highlighting benefits of a cloud software service for small businesses.",
+ "Create an urgent, playful sentence for a limited-time sale on handmade jewelry."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "sentence generation",
+ "promotional text",
+ "advertising",
+ "branding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoSip Water Bottle\",\"productDescription\":\"a reusable, insulated water bottle made from recycled materials\",\"targetAudience\":\"outdoor enthusiasts and environmentally conscious consumers\",\"tone\":\"friendly\",\"keySellingPoints\":[\"keeps drinks cold for 24 hours\",\"eco-friendly materials\",\"durable design\"],\"maxLength\":140}",
+ "description": "Generate a friendly marketing sentence for an eco-friendly, insulated water bottle targeting outdoor lovers."
+ },
+ {
+ "inputJson": "{\"productName\":\"CloudSync Pro\",\"productDescription\":\"a secure cloud storage service with automatic backup and access anywhere\",\"targetAudience\":\"small business owners\",\"tone\":\"professional\",\"keySellingPoints\":[\"99.9% uptime\",\"end-to-end encryption\",\"24/7 support\"],\"maxLength\":150}",
+ "description": "Draft a professional sentence highlighting a secure cloud storage solution for small businesses."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftTemplate",
+ "description": "Generates marketing and promotional copywriting templates based on specified campaign goals, tone, target audience, and format. Accepts inputs such as campaign type, key messages, tone style, target demographics, and output format to produce a ready-to-use draft template for marketing communications.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "campaignType",
+ "type": "string",
+ "description": "The type of campaign for which the template is drafted, e.g., email, social media, product launch.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyMessages",
+ "type": "array",
+ "description": "An array of key messages or product features to highlight in the template.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "toneStyle",
+ "type": "string",
+ "description": "The desired tone of the template such as professional, casual, humorous, or persuasive.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience to tailor the template language accordingly.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "templateFormat",
+ "type": "string",
+ "description": "Preferred output format for the template: e.g., plain text, HTML, markdown.",
+ "required": false,
+ "defaultValue": "plain text"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call-to-action section in the template.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted marketing template text and metadata such as format and recommended usage advice."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to quickly generate a marketing or promotional copywriting template tailored to campaign specifics, target demographics, and tone preferences. Ideal for campaign planning stages or automating marketing content creation for different channels.",
+ "limitations": "This tool cannot customize content with live data such as dynamic pricing, it does not generate final polished ads but rather draft templates needing human review and refinement.",
+ "examples": [
+ "Draft a social media template for a product launch targeting young adults with a casual, upbeat tone.",
+ "Create an email marketing template highlighting eco-friendly features with a professional tone including a call to action.",
+ "Generate a product launch flyer template in HTML format focusing on key eco-benefits and a persuasive tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "template",
+ "marketing",
+ "drafting",
+ "promotional",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignType\":\"email\",\"keyMessages\":[\"Exclusive 20% discount\",\"Limited time offer\"],\"toneStyle\":\"professional\",\"targetAudience\":\"young professionals\",\"templateFormat\":\"plain text\",\"includeCallToAction\":true}",
+ "description": "Draft an email marketing template with a professional tone targeting young professionals, emphasizing an exclusive limited-time discount offer."
+ },
+ {
+ "inputJson": "{\"campaignType\":\"social media\",\"keyMessages\":[\"New eco-friendly product line\",\"Sustainable packaging\"],\"toneStyle\":\"casual\",\"targetAudience\":\"environmentally conscious millennials\",\"templateFormat\":\"markdown\",\"includeCallToAction\":true}",
+ "description": "Create a social media post template in markdown with a casual tone promoting an eco-friendly product line to millennials."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftFAQ",
+ "description": "Generates a structured FAQ document based on provided product or service details and common customer queries. It accepts key information such as product description, target audience, and example questions, then drafts clear and concise FAQ entries answering those questions. The output is a list of question-answer pairs ideal for marketing, support, or onboarding.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "A concise description of the product or service for which to create the FAQ. Provides context for accurate answer generation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience (e.g., new users, technical users) to tailor the tone and complexity of the FAQ. Optional but recommended.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "commonQuestions",
+ "type": "array",
+ "description": "An array of common or anticipated questions customers might ask about the product or service. These form the FAQ entries' questions.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxAnswerLength",
+ "type": "number",
+ "description": "Maximum word count for each answer to keep responses concise and focused. Defaults to 100 words.",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "If true, the tool includes example scenarios or use cases in answers where appropriate, enhancing clarity.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing an array of FAQ entries. Each entry is an object with 'question' and 'answer' string fields."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal for AI agents tasked with creating marketing content, support documentation, or onboarding materials, needing to quickly generate user-friendly FAQ sections based on limited input data. It helps automate crafting consistent Q&A content reflecting common concerns and product details.",
+ "limitations": "The tool cannot replace expert technical support or legal advice. It produces draft content that may require human review for accuracy and completeness. It relies on the quality and completeness of the input data to generate relevant answers.",
+ "examples": [
+ "Generate FAQs for a new fitness tracking app targeting casual users with questions about battery life and compatibility.",
+ "Create an FAQ for a cloud storage service including common security and pricing questions.",
+ "Draft FAQ entries for a home automation device, focusing on setup and troubleshooting queries."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "FAQ",
+ "marketing",
+ "customerSupport",
+ "documentation",
+ "contentCreation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productDescription\":\"A mobile app that tracks daily physical activity and sleep patterns.\",\"targetAudience\":\"Casual and fitness-focused users.\",\"commonQuestions\":[\"How long does the battery last?\",\"Is the app compatible with iOS and Android?\"],\"maxAnswerLength\":80,\"includeExamples\":true}",
+ "description": "Draft FAQs for a fitness tracking app answering battery life and compatibility."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftParagraph",
+ "description": "Generates a marketing or promotional paragraph based on provided product or service details, target audience, tone, and key points. Accepts structured input to tailor content and outputs a compelling paragraph suitable for advertising or web content.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service to be promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the paragraph (e.g., millennials, tech professionals).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone or style of the paragraph (e.g., professional, friendly, enthusiastic).",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of key product features or selling points to highlight.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "paragraphLength",
+ "type": "number",
+ "description": "Approximate desired length of the output paragraph in number of sentences.",
+ "required": false,
+ "defaultValue": "4"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated promotional paragraph text."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to draft clear, appealing marketing paragraphs tailored to specified audience and tone, for use in advertisements, web content, or promotional materials. It helps produce focused and engaging text based on product info and desired style.",
+ "limitations": "Cannot produce highly specialized technical documentation or legal disclaimers; may not capture very nuanced brand voice without extensive examples.",
+ "examples": [
+ "Draft a friendly paragraph promoting a new eco-friendly water bottle targeted at outdoor enthusiasts.",
+ "Create a professional paragraph advertising a B2B cloud storage service for IT managers.",
+ "Write an enthusiastic paragraph highlighting the features of a new fitness app for millennials."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "content generation",
+ "promotional text",
+ "advertising"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoSip Water Bottle\",\"targetAudience\":\"outdoor enthusiasts\",\"tone\":\"friendly\",\"keyFeatures\":[\"BPA-free material\",\"keeps drinks cold 24 hours\",\"sleek design\"],\"paragraphLength\":4}",
+ "description": "Generate a friendly marketing paragraph for an eco-friendly water bottle aimed at outdoor enthusiasts."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftSummary",
+ "description": "Generates a concise and engaging summary from a longer document or text input. It accepts raw textual content and options for summary length and style, then processes the text to produce a clear, readable summary suitable for marketing, presentations, or briefings.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The full text or document content to be summarized.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "summaryLength",
+ "type": "number",
+ "description": "Approximate desired word count for the summary. Defaults to 100 words.",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Tone or style for the summary such as 'formal', 'casual', or 'persuasive'.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "includeKeyPoints",
+ "type": "boolean",
+ "description": "Whether to highlight key points or bullet them in the summary.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated summary text and metadata about the summary such as word count and style used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to condense lengthy documents, reports, or articles into brief, clear summaries that capture essential information for marketing, executive briefings, or promotional materials. Ideal for transforming complex content into reader-friendly abstracts.",
+ "limitations": "The tool may not perfectly capture highly technical details or nuanced arguments. It does not replace expert content editing or fact-checking.",
+ "examples": [
+ "Create a 150-word persuasive summary for a product whitepaper.",
+ "Summarize the meeting transcript in a formal tone highlighting action items.",
+ "Generate a casual 80-word summary for a blog post introduction."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "summarization",
+ "marketing",
+ "text",
+ "summary",
+ "drafting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"Our new electric scooter offers a revolutionary way to commute with zero emissions, a range of 50 miles per charge, and compact foldable design...\",\"summaryLength\":120,\"style\":\"persuasive\",\"includeKeyPoints\":true}",
+ "description": "Generate a persuasive summary highlighting key features of an electric scooter product brochure."
+ },
+ {
+ "inputJson": "{\"text\":\"The quarterly financial report indicates a steady growth in revenue by 12% compared to last year... The main drivers of growth included increased sales in the European market and cost optimization...\",\"summaryLength\":100,\"style\":\"formal\",\"includeKeyPoints\":false}",
+ "description": "Create a formal summary of a quarterly financial report for an executive briefing."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftBrief",
+ "description": "Generates a concise marketing or project brief based on provided key points and objectives. Accepts an array of input topics, target audience details, and desired tone, then synthesizes these inputs into a structured, clear brief suitable for guiding campaigns or projects.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topics",
+ "type": "array",
+ "description": "List of key topics or points to include in the brief, each as a string.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the brief, e.g., demographics or buyer personas.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the brief, e.g., professional, casual, persuasive.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "objective",
+ "type": "string",
+ "description": "Main objective or goal of the brief, e.g., increase brand awareness, launch new product.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "lengthLimit",
+ "type": "number",
+ "description": "Maximum length of the drafted brief in words. If unset, defaults to 300 words.",
+ "required": false,
+ "defaultValue": "300"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted brief text as a string under the 'briefText' key, formatted for immediate use or further editing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a clear and concise marketing or project brief from fragmented input points, target audience, and campaign objectives. Ideal for automating initial briefing drafts for teams or clients.",
+ "limitations": "This tool does not create detailed project plans, marketing strategies, or creative content beyond concise briefing documents. It relies on clear input parameters for best results and may produce generic text if inputs are vague.",
+ "examples": [
+ "Draft a marketing brief for a new eco-friendly water bottle targeting environmentally conscious millennials with a persuasive tone.",
+ "Generate a concise project brief outlining key features for a mobile app launch aimed at tech-savvy young adults.",
+ "Create a professional brief for a B2B software product with objectives to increase lead generation."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "brief",
+ "marketing",
+ "drafting",
+ "content creation",
+ "project planning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topics\":[\"Eco-friendly materials\",\"Reusable design\",\"Affordable price point\"],\"targetAudience\":\"Environmentally conscious millennials\",\"tone\":\"persuasive\",\"objective\":\"Increase brand awareness for new water bottle launch\",\"lengthLimit\":250}",
+ "description": "Create a persuasive marketing brief focused on the launch of an eco-friendly water bottle targeting millennials."
+ },
+ {
+ "inputJson": "{\"topics\":[\"User-friendly interface\",\"Cross-platform compatibility\",\"Real-time notifications\"],\"targetAudience\":\"Tech-savvy young adults\",\"tone\":\"professional\",\"objective\":\"Outline key app features for launch marketing\",\"lengthLimit\":300}",
+ "description": "Generate a professional brief highlighting core features of a new app to assist marketing efforts for young adult demographics."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftTranscript",
+ "description": "This tool accepts a raw transcript text as input and drafts a polished, coherent written version suitable for marketing or promotional purposes. It processes the input to improve grammar, flow, and style, and outputs a refined transcript draft that is clear, engaging, and aligned with promotional communication standards.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "rawTranscript",
+ "type": "string",
+ "description": "The original raw transcript text to be polished and drafted into a marketing-friendly document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience to tailor the tone and style of the draft accordingly (e.g., professionals, general public).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleTone",
+ "type": "string",
+ "description": "Desired style or tone for the drafted transcript such as formal, casual, enthusiastic, or persuasive.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the drafted transcript in words; the tool will summarize or trim to meet this constraint.",
+ "required": false,
+ "defaultValue": "1000"
+ },
+ {
+ "name": "highlightKeyPoints",
+ "type": "boolean",
+ "description": "Whether to emphasize and highlight key points and takeaways in the drafted transcript for promotional impact.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted transcript text, polished for clarity, grammar, and promotional style."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert raw, unedited transcripts from interviews, speeches, or recordings into polished, marketing-appropriate drafts. Useful for preparing promotional materials, blog posts, press releases, or summarized presentations based on spoken content. It helps maintain engagement with the intended audience by adapting tone and length.",
+ "limitations": "Cannot create content beyond the transcript provided; does not add factual information not present in the source text. May require human review for technical accuracy or legal compliance.",
+ "examples": [
+ "Draft a promotional transcript from a raw interview text for a professional tech audience.",
+ "Create a casual, engaging transcript draft from a recorded podcast episode.",
+ "Summarize and polish a long webinar transcript for a marketing newsletter."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "transcript",
+ "drafting",
+ "marketing",
+ "promotional",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawTranscript\":\"Thank you all for joining our webinar today. We discussed the latest features of our software platform and how they can help increase productivity.\",\"targetAudience\":\"technology professionals\",\"styleTone\":\"formal\",\"maxLength\":150,\"highlightKeyPoints\":true}",
+ "description": "Draft a formal, polished transcript from a webinar raw transcript tailored to technology professionals, emphasizing key points within 150 words."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftMinutes",
+ "description": "Generates professional meeting minutes by processing structured or semi-structured input including meeting details, discussion points, decisions, and action items. Produces a well-formatted minutes document suitable for distribution.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "meetingTitle",
+ "type": "string",
+ "description": "Title or topic of the meeting being summarized.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dateTime",
+ "type": "string",
+ "description": "Date and time when the meeting took place, in ISO 8601 format (e.g., 2024-06-01T10:00:00Z).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "attendees",
+ "type": "array",
+ "description": "List of attendees' names participating in the meeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "agendaItems",
+ "type": "array",
+ "description": "Ordered list of agenda items discussed during the meeting.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "discussionPoints",
+ "type": "object",
+ "description": "Key-value pairs mapping agenda items to arrays of discussion points or highlights.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "decisions",
+ "type": "object",
+ "description": "Key-value pairs mapping agenda items to decisions made, if any.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "actionItems",
+ "type": "array",
+ "description": "List of action items derived from the meeting with assignees and deadlines.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeSummary",
+ "type": "boolean",
+ "description": "Whether to include a meeting summary paragraph at the beginning of the minutes.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted meeting minutes as a string under the 'minutesText' field, ready for distribution or documentation purposes."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent has access to structured meeting data such as attendees, agendas, discussions, decisions, and action items, and needs to produce professional, readable meeting minutes that clearly summarize key information. Suitable to automate or assist administrative tasks in business or organizational settings.",
+ "limitations": "This tool cannot generate meeting content from audio or unstructured text; it requires structured inputs reflecting meeting details. It also does not validate factual accuracy of inputs.",
+ "examples": [
+ "Create meeting minutes for a project kickoff meeting with three attendees and a clear agenda.",
+ "Summarize discussion points and decisions from a sales review meeting into a formal minutes document.",
+ "Generate minutes including a summary and action items for a weekly team sync meeting."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "meeting",
+ "minutes",
+ "documentation",
+ "summary",
+ "business"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"meetingTitle\":\"Project Kickoff\",\"dateTime\":\"2024-06-01T09:00:00Z\",\"attendees\":[\"Alice Johnson\",\"Bob Smith\",\"Carol Lee\"],\"agendaItems\":[\"Introductions\",\"Project Overview\",\"Roles and Responsibilities\"],\"discussionPoints\":{\"Introductions\":[\"Attendees introduced themselves.\"],\"Project Overview\":[\"Goals and timelines were outlined.\"],\"Roles and Responsibilities\":[\"Each member described their tasks.\"]},\"decisions\":{\"Project Overview\":\"Timeline to be finalized by next meeting.\"},\"actionItems\":[{\"task\":\"Define detailed timeline\",\"assignee\":\"Bob Smith\",\"dueDate\":\"2024-06-07\"}],\"includeSummary\":true}",
+ "description": "Draft meeting minutes for a project kickoff with three attendees, agenda, discussions, decisions, and action items."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftEmail",
+ "description": "Generates a professional and persuasive marketing or promotional email based on the provided subject, target audience, product or service details, tone, and desired call-to-action. The tool processes these inputs to craft a coherent and customized email draft ready for review or sending.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "The main subject line or topic of the email to be drafted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended recipients, including demographics or interests to tailor the message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productOrServiceDetails",
+ "type": "string",
+ "description": "Key features, benefits, or information about the product or service being promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the email, such as formal, casual, enthusiastic, or persuasive.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Specific action you want the reader to take after reading the email, e.g., visit website or make a purchase.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeDiscount",
+ "type": "boolean",
+ "description": "Whether to include a discount or promotional offer in the email.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "discountDetails",
+ "type": "string",
+ "description": "Details about the discount or offer to include, such as percentage off or promo code.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated email draft text optimized to suit the specified inputs."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to rapidly generate customized marketing emails tailored for different audiences and products, saving time and ensuring consistent professional messaging. It assists in crafting clear subject lines, persuasive content, and effective calls to action based on user inputs.",
+ "limitations": "This tool cannot guarantee perfect brand alignment or legal compliance with marketing laws; outputs should be reviewed by a human before sending.",
+ "examples": [
+ "Draft a promotional email for a new eco-friendly water bottle targeting outdoor enthusiasts with a casual tone and a 10% discount offer.",
+ "Write a formal email introducing a software update to existing clients emphasizing improved security features and urging them to schedule an upgrade call.",
+ "Create an enthusiastic email inviting customers to a limited-time webinar about health supplements, encouraging registration with a special promo code."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "email",
+ "marketing",
+ "promotional",
+ "drafting",
+ "communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"subject\":\"Introducing Our New Eco-Friendly Water Bottle\",\"targetAudience\":\"Outdoor enthusiasts aged 20-40 who care about sustainability\",\"productOrServiceDetails\":\"Lightweight, BPA-free water bottle made from recycled materials, keeps drinks cold for 24 hours\",\"tone\":\"casual\",\"callToAction\":\"Visit our website to order now\",\"includeDiscount\":true,\"discountDetails\":\"Use code ECO10 for 10% off\"}",
+ "description": "Draft a casual promotional email for an eco-friendly product including a discount."
+ },
+ {
+ "inputJson": "{\"subject\":\"Important Security Update Available\",\"targetAudience\":\"Current software clients in finance sector\",\"productOrServiceDetails\":\"New update includes advanced encryption and multi-factor authentication\",\"tone\":\"formal\",\"callToAction\":\"Schedule your upgrade call today\",\"includeDiscount\":false,\"discountDetails\":\"\"}",
+ "description": "Generate a formal email announcing a software update emphasizing security features."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftResume",
+ "description": "Generates a tailored professional resume draft based on user details such as work experience, education, skills, and job target. Inputs include structured personal and career information which the tool processes to output a formatted resume draft text optimized for clarity and relevance to the specified job role.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "fullName",
+ "type": "string",
+ "description": "The candidate's full name as it should appear on the resume.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactInfo",
+ "type": "object",
+ "description": "Contact details including email, phone number, and optionally LinkedIn or personal website URLs.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "professionalSummary",
+ "type": "string",
+ "description": "A brief summary or objective statement highlighting the candidate's career goals and strengths.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "workExperience",
+ "type": "array",
+ "description": "List of work experience entries, each with job title, company name, start and end dates, and a description of responsibilities and achievements.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "education",
+ "type": "array",
+ "description": "List of educational credentials, each with degree, institution, and graduation year.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "skills",
+ "type": "array",
+ "description": "Key professional skills and proficiencies relevant to the job target.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "certifications",
+ "type": "array",
+ "description": "Optional certifications or professional licenses relevant to the field.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "jobTarget",
+ "type": "string",
+ "description": "The type of job or sector the resume should be tailored for (e.g., software engineer, project manager).",
+ "required": true,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the draft resume text formatted as a string that can be reviewed, edited, or exported by the user."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate a professional and customized resume draft from structured input without manual formatting, especially helpful for job seekers tailoring resumes to specific roles. It helps save time and ensures inclusion of all relevant information, presenting it in a coherent, industry-appropriate style.",
+ "limitations": "The tool cannot replace manual editing for highly personalized styling preferences or guarantee ATS (Applicant Tracking System) optimization without additional specialized input. It may not handle unstructured or incomplete data gracefully.",
+ "examples": [
+ "Draft a resume for a software engineer with 5 years experience focusing on backend development.",
+ "Create a resume draft for an entry-level marketing coordinator position including internships and skills.",
+ "Generate a resume for a project manager with certifications in PMP and Agile, targeting roles in the IT sector."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "resume",
+ "drafting",
+ "career",
+ "job application",
+ "professional writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"fullName\":\"Jane Doe\",\"contactInfo\":{\"email\":\"jane.doe@example.com\",\"phone\":\"123-456-7890\",\"linkedIn\":\"linkedin.com/in/janedoe\"},\"professionalSummary\":\"Experienced software developer with a focus on scalable backend systems.\",\"workExperience\":[{\"jobTitle\":\"Backend Developer\",\"company\":\"TechCorp\",\"startDate\":\"2018-06\",\"endDate\":\"2023-01\",\"description\":\"Developed microservices and APIs using Node.js and Python.\"}],\"education\":[{\"degree\":\"B.Sc. Computer Science\",\"institution\":\"State University\",\"graduationYear\":\"2018\"}],\"skills\":[\"Node.js\",\"Python\",\"REST APIs\",\"Docker\"],\"certifications\":[],\"jobTarget\":\"Backend Software Engineer\"}",
+ "description": "Generate a backend-focused software engineer resume draft for Jane Doe with specified experience and skills."
+ },
+ {
+ "inputJson": "{\"fullName\":\"Mark Spencer\",\"contactInfo\":{\"email\":\"mark.spencer@example.com\",\"phone\":\"987-654-3210\"},\"professionalSummary\":\"Enthusiastic marketing graduate seeking entry-level opportunities.\",\"workExperience\":[{\"jobTitle\":\"Marketing Intern\",\"company\":\"AdWorks\",\"startDate\":\"2022-06\",\"endDate\":\"2022-12\",\"description\":\"Assisted in social media campaigns and content creation.\"}],\"education\":[{\"degree\":\"B.A. Marketing\",\"institution\":\"City College\",\"graduationYear\":\"2023\"}],\"skills\":[\"Social media marketing\",\"Content creation\",\"SEO basics\"],\"certifications\":[],\"jobTarget\":\"Marketing Coordinator\"}",
+ "description": "Create an entry-level marketing coordinator resume draft featuring internship and skill highlights for Mark Spencer."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Resume",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftInvoice",
+ "description": "Generates a professional and clear invoice draft based on provided client information, list of billed items or services, payment terms, and optional notes. Accepts structured details such as client data, service descriptions, quantities, rates, and outputs a formatted invoice text suitable for copywriting or immediate client communication.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "clientName",
+ "type": "string",
+ "description": "Full name or company name of the invoice recipient.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "clientAddress",
+ "type": "string",
+ "description": "Mailing address of the client or company being invoiced.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "invoiceNumber",
+ "type": "string",
+ "description": "Unique identifier or number for the invoice.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "invoiceDate",
+ "type": "string",
+ "description": "Date when the invoice is issued (formatted as YYYY-MM-DD).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dueDate",
+ "type": "string",
+ "description": "Payment due date (formatted as YYYY-MM-DD).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "items",
+ "type": "array",
+ "description": "List of billed items, each with description, quantity, and unit price.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "currency",
+ "type": "string",
+ "description": "Currency symbol or code for amounts (e.g., $, USD).",
+ "required": false,
+ "defaultValue": "$"
+ },
+ {
+ "name": "paymentTerms",
+ "type": "string",
+ "description": "Payment terms like 'Net 30', 'Due on receipt', etc.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "notes",
+ "type": "string",
+ "description": "Additional notes or instructions for the client regarding the invoice.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a complete, professionally worded invoice text ready for sending or further editing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create a clear, professional draft of an invoice from given client and billing details, especially for marketing, sales follow-up, or billing departments to quickly generate client-ready invoices in text form.",
+ "limitations": "This tool does not perform arithmetic verification beyond basic totals, nor does it generate PDF or formatted documents; manual formatting or integration with document tools may be required afterward.",
+ "examples": [
+ "Create an invoice draft for client 'ABC Corp' with 3 items, due in 30 days.",
+ "Generate a billing invoice text for a single consulting service with payment due on receipt.",
+ "Draft a detailed invoice including special notes and payment terms for a corporate client."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "invoice",
+ "billing",
+ "drafting",
+ "financial documents",
+ "marketing",
+ "client communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"clientName\":\"Acme Corporation\",\"clientAddress\":\"123 Industrial Ave, Suite 4, Metropolis\",\"invoiceNumber\":\"INV-2024-045\",\"invoiceDate\":\"2024-06-10\",\"dueDate\":\"2024-07-10\",\"items\":[{\"description\":\"Web Design Services\",\"quantity\":10,\"unitPrice\":75},{\"description\":\"Hosting Fee\",\"quantity\":1,\"unitPrice\":150}],\"currency\":\"$\",\"paymentTerms\":\"Net 30\",\"notes\":\"Thank you for your business!\"}",
+ "description": "Invoice draft for a corporate client with multiple line items and notes."
+ },
+ {
+ "inputJson": "{\"clientName\":\"Jane Doe\",\"invoiceNumber\":\"JD-1001\",\"invoiceDate\":\"2024-06-15\",\"dueDate\":\"2024-06-15\",\"items\":[{\"description\":\"Consulting Session\",\"quantity\":1,\"unitPrice\":300}],\"currency\":\"$\",\"paymentTerms\":\"Due on receipt\",\"notes\":\"Please remit payment promptly.\"}",
+ "description": "Single item consulting invoice with immediate due date and payment instructions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Invoice",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftBlogPost",
+ "description": "Generates a well-structured blog post draft based on a given topic, target audience, and optional keywords. Accepts inputs describing the blog post theme and style preferences, processes them to create a coherent, engaging article, and outputs the blog post content as text.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the blog post to be drafted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers, to tailor tone and complexity appropriately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "An array of keywords or phrases to naturally incorporate in the blog post for SEO purposes.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "wordCount",
+ "type": "number",
+ "description": "Desired length of the blog post in words; helps control detail and depth.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "styleTone",
+ "type": "string",
+ "description": "Preferred writing style or tone, e.g., casual, formal, persuasive, informative.",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "includeHeadings",
+ "type": "boolean",
+ "description": "Whether to include section headings to structure the blog post.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted blog post text and optional metadata like estimated reading time."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to rapidly produce a complete draft of a blog post on any topic, tailored to a specific audience and style, including SEO keyword integration. It is ideal for content marketing, blogging, and digital publishing scenarios.",
+ "limitations": "Cannot provide final edited or critically fact-checked content; output may require human review for accuracy and personalization.",
+ "examples": [
+ "Draft a 1000-word blog post on sustainable fashion targeting environmentally conscious millennials including keywords like 'eco-friendly', 'slow fashion'.",
+ "Create a formal blog post about AI automation in healthcare for industry professionals.",
+ "Generate a casual, 500-word blog post about outdoor fitness tips with headings."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "blogging",
+ "content creation",
+ "SEO",
+ "marketing",
+ "drafting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of remote work\",\"targetAudience\":\"corporate employees\",\"keywords\":[\"work from home\",\"flexibility\",\"productivity\"],\"wordCount\":700,\"styleTone\":\"informative\",\"includeHeadings\":true}",
+ "description": "Draft a 700-word informative blog post about the benefits of remote work tailored for corporate employees including specified keywords."
+ },
+ {
+ "inputJson": "{\"topic\":\"Top 5 travel destinations in 2024\",\"targetAudience\":\"millennial travelers\",\"keywords\":[\"budget travel\",\"adventure\",\"culture\"],\"wordCount\":600,\"styleTone\":\"casual\",\"includeHeadings\":true}",
+ "description": "Generate a casual and engaging 600-word blog post listing top travel destinations for millennials, focusing on budget and cultural experiences."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftArticle",
+ "description": "Generates a draft article based on a topic, target audience, and style preferences. Accepts inputs such as article topic, keywords to include, target audience description, desired tone, and approximate article length. Produces a coherent, structured article draft suitable for marketing or informational use.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the article to be drafted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of keywords to be incorporated naturally within the article to improve SEO relevance.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers to tailor the article's tone and complexity.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the article, e.g., professional, casual, persuasive, friendly.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate target length of the article in words.",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted article text and metadata such as word count and suggested title."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create a first draft of an article to support marketing campaigns, blog content, or informational materials quickly. It helps generate a structured and readable article based on the provided topic and parameters, serving as a solid foundation for further editing and refinement.",
+ "limitations": "The tool generates initial drafts but may lack detailed factual data, advanced domain-specific knowledge, or creative nuances. It should not be used as final published content without human review and editing.",
+ "examples": [
+ "Draft an article on the benefits of renewable energy targeting environmentally conscious consumers with a friendly tone.",
+ "Generate a 800-word technical overview of blockchain for software developers including keywords like \"decentralization\" and \"smart contracts\".",
+ "Create a persuasive marketing article about a new fitness app aimed at young adults using casual tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "article",
+ "drafting",
+ "marketing",
+ "SEO",
+ "contentCreation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of remote work\",\"keywords\":[\"flexibility\",\"work-life balance\"],\"targetAudience\":\"corporate employees\",\"tone\":\"professional\",\"length\":700}",
+ "description": "Draft an article about the benefits of remote work for corporate employees using a professional tone, including flexibility and work-life balance keywords."
+ },
+ {
+ "inputJson": "{\"topic\":\"Summer skincare tips\",\"keywords\":[\"sun protection\",\"hydration\"],\"targetAudience\":\"young adults\",\"tone\":\"friendly\",\"length\":600}",
+ "description": "Create a friendly article providing summer skincare tips targeting young adults with emphasis on sun protection and hydration."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftProposal",
+ "description": "Drafts a professional business proposal document based on provided project details, client information, objectives, and deliverables. It accepts structured inputs describing the project scope, goals, timeline, budget, and client preferences, then generates a clear, organized, and persuasive proposal text suitable for sending to potential clients or stakeholders.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "projectTitle",
+ "type": "string",
+ "description": "Title of the project or proposal being prepared.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "clientName",
+ "type": "string",
+ "description": "Name of the client or organization the proposal is addressed to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "Detailed description of the project including purpose and background.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "objectives",
+ "type": "array",
+ "description": "List of project objectives or goals that the proposal aims to achieve.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "deliverables",
+ "type": "array",
+ "description": "List of deliverables or key outputs that will be provided to the client.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeline",
+ "type": "string",
+ "description": "Estimated timeline or schedule for completing the project phases.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "budget",
+ "type": "string",
+ "description": "Proposed budget or cost estimate for the project work.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "clientPreferences",
+ "type": "string",
+ "description": "Additional notes or preferences specified by the client to tailor the proposal tone or style.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete draft proposal text in a 'proposalText' string field, formatted for readability and professional presentation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a structured, formal business proposal document based on specific provided project and client information. Ideal for sales teams, consultants, and freelancers preparing custom proposals efficiently without starting from scratch.",
+ "limitations": "This tool does not provide legal or contractually binding text and should be reviewed by a professional before sending. It cannot replace detailed financial analysis or project management plans.",
+ "examples": [
+ "Draft a proposal for a new mobile app development for a retail client including objectives and deliverables.",
+ "Generate a project proposal for SEO consulting services with timeline and budget details.",
+ "Create a professional proposal for an event planning project addressing a corporate client with specific style preferences."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "proposal",
+ "business document",
+ "marketing",
+ "sales",
+ "drafting",
+ "professional communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectTitle\":\"Mobile App Development for Retail\",\"clientName\":\"Acme Retail Corp\",\"projectDescription\":\"Develop a cross-platform mobile application to enhance customer engagement and support online sales.\",\"objectives\":[\"Increase user engagement\",\"Streamline purchase process\",\"Integrate loyalty program\"],\"deliverables\":[\"iOS and Android app\",\"Admin dashboard\",\"User training and documentation\"],\"timeline\":\"6 months\",\"budget\":\"$150,000\",\"clientPreferences\":\"Formal tone, emphasize ROI benefits.\"}",
+ "description": "Generate a formal proposal draft for a retail client focused on app development with clear objectives and deliverables."
+ },
+ {
+ "inputJson": "{\"projectTitle\":\"SEO Consulting Services\",\"clientName\":\"BrightStart Media\",\"projectDescription\":\"Provide SEO strategy and implementation to boost organic search rankings and traffic.\",\"objectives\":[\"Keyword research and optimization\",\"Content strategy development\",\"Backlink building\"],\"deliverables\":[\"SEO audit report\",\"Monthly performance reports\",\"Content calendar\"],\"timeline\":\"3 months\",\"budget\":\"$20,000\",\"clientPreferences\":\"Concise and persuasive tone.\"}",
+ "description": "Draft a concise SEO consulting proposal including budget and timeline for a media agency."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Proposal",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftContract",
+ "description": "This tool drafts customized legal contract documents based on user inputs such as the contract type, parties involved, key terms, and jurisdiction. It processes the provided parameters to generate a clear, professional contract draft in text format, suitable for further legal review or direct use.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "contractType",
+ "type": "string",
+ "description": "Type of contract to draft (e.g., NDA, service agreement, sales contract)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "partyA",
+ "type": "string",
+ "description": "Name and details of the first party involved in the contract",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "partyB",
+ "type": "string",
+ "description": "Name and details of the second party involved in the contract",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "terms",
+ "type": "object",
+ "description": "Key contract terms including duration, payment, obligations, confidentiality, and termination details",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "governingLaw",
+ "type": "string",
+ "description": "Jurisdiction whose laws govern the contract (e.g., California, UK)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSignatures",
+ "type": "boolean",
+ "description": "Whether to include signature lines for the parties",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted contract as a string in standard legal format, ready for review or use."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate a preliminary draft of a legal contract tailored to specific parties, terms, and contract type without starting from scratch. Valuable for preparing initial drafts for NDAs, service agreements, or sales contracts that can be reviewed or edited by legal teams.",
+ "limitations": "This tool does not provide legal advice or guarantee the legal enforceability of the drafted contract. It requires user-provided accurate input and should be reviewed by qualified legal professionals before use.",
+ "examples": [
+ "Draft an NDA agreement between Acme Corp and Beta LLC, including confidentiality for 2 years governed by California law.",
+ "Generate a service agreement contract for a freelance consultant and a client, specifying payment terms, services scope, and termination conditions under UK law.",
+ "Produce a sales contract between a supplier and retailer with delivery terms, payment schedule, and dispute resolution clauses under New York jurisdiction."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "legal",
+ "contract drafting",
+ "document generation",
+ "business",
+ "law",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contractType\":\"NDA\",\"partyA\":\"Acme Corp, 123 Acme Street, Acme City\",\"partyB\":\"Beta LLC, 456 Beta Avenue, Beta Town\",\"terms\":{\"duration\":\"2 years\",\"confidentiality\":\"strict\",\"obligations\":\"no disclosure of proprietary information\",\"termination\":\"30 days notice\"},\"governingLaw\":\"California\",\"includeSignatures\":true}",
+ "description": "Draft a 2-year NDA contract with confidentiality and termination terms between two companies under California law."
+ },
+ {
+ "inputJson": "{\"contractType\":\"Service Agreement\",\"partyA\":\"John Doe Consulting\",\"partyB\":\"XYZ Inc.\",\"terms\":{\"services\":\"IT consulting\",\"payment\":\"$5000 monthly\",\"duration\":\"12 months\",\"termination\":\"60 days notice\"},\"governingLaw\":\"UK\",\"includeSignatures\":true}",
+ "description": "Draft a service agreement contract for IT consulting services under UK jurisdiction including payment and termination conditions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Contract",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftDocument",
+ "description": "This tool generates a marketing or promotional document draft based on inputs like target audience, product features, tone, and length preferences. It processes these inputs to produce a coherent, persuasive document draft ready for review and editing.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the document, e.g., demographics, interests. Required to tailor content effectively.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product, service, or offering to promote in the document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productFeatures",
+ "type": "array",
+ "description": "List of key features or benefits of the product/service to highlight.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the document, e.g., professional, friendly, enthusiastic. Influences writing style.",
+ "required": false,
+ "defaultValue": "\"professional\""
+ },
+ {
+ "name": "documentLength",
+ "type": "number",
+ "description": "Approximate desired length of the draft in words to control verbosity.",
+ "required": false,
+ "defaultValue": "300"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Specific call-to-action phrase or message to include at the end of the document.",
+ "required": false,
+ "defaultValue": "\"Contact us today to learn more!\""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the drafted document text as a string, including sections like introduction, feature highlights, and call to action."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create initial marketing or promotional content drafts tailored to specific audiences and products, helping speed up content creation that can be later refined by humans.",
+ "limitations": "The tool generates drafts and may not capture nuanced brand voice or comply fully with specialized marketing strategies requiring human review.",
+ "examples": [
+ "Draft a promotional document targeting young professionals for a new smart watch emphasizing health features.",
+ "Create a friendly tone marketing draft for a luxury skincare line focusing on natural ingredients.",
+ "Generate a concise 200-word sales document for a B2B software solution with a compelling call to action."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "promotional",
+ "content-creation",
+ "drafting",
+ "document"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"targetAudience\":\"young professionals aged 25-35 interested in fitness and technology\",\"productName\":\"FitTrack Pro\",\"productFeatures\":[\"24/7 heart rate monitoring\",\"Sleep tracking\",\"Water-resistant up to 50m\"],\"tone\":\"enthusiastic\",\"documentLength\":350,\"callToAction\":\"Order your FitTrack Pro today and take control of your health!\"}",
+ "description": "Draft a promotional document highlighting fitness features of a smartwatch for tech-savvy young professionals."
+ },
+ {
+ "inputJson": "{\"targetAudience\":\"small business owners looking for easy accounting solutions\",\"productName\":\"EasyBooks Cloud\",\"productFeatures\":[\"Automated invoicing\",\"Real-time expense tracking\",\"Secure cloud backups\"],\"tone\":\"professional\",\"documentLength\":250,\"callToAction\":\"Start your free trial of EasyBooks Cloud now!\"}",
+ "description": "Create a professional marketing draft promoting accounting software to small business owners."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.draftReport",
+ "description": "Generates a structured marketing or business report based on provided input data and objectives. Accepts input parameters like report type, target audience, key points to include, tone style, and additional data. Outputs a well-formed, coherent report draft optimized for promotional or business contexts.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "reportType",
+ "type": "string",
+ "description": "Specifies the type of report to generate, such as 'market analysis', 'performance overview', or 'product launch'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Defines the intended readers of the report (e.g., executives, customers, investors) to tailor the tone and content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An array of key topics or data points that must be covered in the report.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Sets the writing tone of the report, such as 'formal', 'persuasive', or 'casual'.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "additionalData",
+ "type": "object",
+ "description": "Optional supplementary data or statistics to incorporate into the report's content.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate length of the report in words.",
+ "required": false,
+ "defaultValue": "1000"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the drafted report text and metadata such as report type and word count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a professional marketing, business, or performance report draft automatically from structured input data and key points, ensuring the report is targeted, coherent, and styled appropriately for the audience.",
+ "limitations": "The tool cannot replace human experts in validating data accuracy or contextual nuances beyond the supplied inputs; it does not generate real data but relies on user-provided information.",
+ "examples": [
+ "Draft a market analysis report for investors highlighting growth potential and risks, using a formal tone.",
+ "Create a product launch overview for customers focusing on benefits with a persuasive tone, around 800 words.",
+ "Generate a quarterly performance report for executives emphasizing key achievements and statistics."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "report",
+ "marketing",
+ "business",
+ "drafting",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"reportType\":\"market analysis\",\"targetAudience\":\"investors\",\"keyPoints\":[\"growth potential\",\"competitive landscape\",\"market risks\"],\"tone\":\"formal\",\"length\":1200}",
+ "description": "Generate a formal market analysis report aimed at investors emphasizing growth potential and risks."
+ },
+ {
+ "inputJson": "{\"reportType\":\"product launch\",\"targetAudience\":\"customers\",\"keyPoints\":[\"product features\",\"usage benefits\",\"special offers\"],\"tone\":\"persuasive\",\"length\":800}",
+ "description": "Draft a persuasive product launch report for customers highlighting features and benefits."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeCitation",
+ "description": "Generates a properly formatted academic citation based on input source details and selected citation style. Accepts source information such as author(s), title, publication year, and more. Outputs a correctly formatted citation string suitable for academic or professional use.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "authors",
+ "type": "array",
+ "description": "List of author names in 'LastName, FirstName' format. Required for citation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the source material such as a book, article, or paper. Required for citation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationYear",
+ "type": "number",
+ "description": "Year when the source was published. Helps indicate the currency of the source. Required for citation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of source, e.g., book, journal article, website, report. Adjusts citation formatting accordingly.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publisher",
+ "type": "string",
+ "description": "Name of the publisher or organization that released the source. Optional for some source types.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL of the online source if applicable, included as part of the citation when relevant.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to format output, e.g., APA, MLA, Chicago. Determines citation formatting rules. Required.",
+ "required": true,
+ "defaultValue": "APA"
+ },
+ {
+ "name": "pageNumbers",
+ "type": "string",
+ "description": "Page numbers or page range to cite, if applicable. Included in citation for articles or book chapters.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted citation string under the key 'formattedCitation'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when tasked with generating standardized citations for academic, research, or professional documents. It automates adherence to specific citation style guides, saving time and reducing errors in citation formatting.",
+ "limitations": "Cannot verify accuracy of source data; relies on correct input. Not designed to handle extremely uncommon or custom citation styles. Formatting nuances might vary slightly based on style guide updates.",
+ "examples": [
+ "Generate an APA citation for a journal article authored by multiple people.",
+ "Compose an MLA citation for a book with a known publisher and publication year.",
+ "Create a Chicago style citation for a web source including a URL and accessed year."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "citation",
+ "academic",
+ "formatting",
+ "APA",
+ "MLA",
+ "Chicago"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"authors\":[\"Smith, John\",\"Doe, Jane\"],\"title\":\"The Future of AI\",\"publicationYear\":2023,\"sourceType\":\"journal article\",\"publisher\":\"Tech Journal\",\"url\":\"https://techjournal.org/future-ai\",\"citationStyle\":\"APA\",\"pageNumbers\":\"15-29\"}",
+ "description": "Generate an APA formatted citation for a journal article with two authors and page numbers."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Brown, Lisa\"],\"title\":\"Understanding Quantum Computing\",\"publicationYear\":2020,\"sourceType\":\"book\",\"publisher\":\"Science Press\",\"citationStyle\":\"MLA\"}",
+ "description": "Create an MLA citation for a book with one author and a known publisher."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Johnson, Mark\"],\"title\":\"Advances in Renewable Energy\",\"publicationYear\":2021,\"sourceType\":\"website\",\"url\":\"https://renewableenergy.com/article\",\"citationStyle\":\"Chicago\"}",
+ "description": "Produce a Chicago style citation for a web article including a URL."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeReference",
+ "description": "Generates a professional, concise reference letter or testimonial text based on input details about the subject, relationship, and qualities to recommend. Accepts structured data about the person to reference, purpose, and tone, then composes a formatted reference text output suitable for use in job applications, academic purposes, or endorsements.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "subjectName",
+ "type": "string",
+ "description": "Full name of the person to be referenced (required for personalization).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "relationship",
+ "type": "string",
+ "description": "Description of the relationship between the writer and the subject (e.g., manager, professor).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "purpose",
+ "type": "string",
+ "description": "Intended purpose of the reference letter (e.g., job application, academic admission).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyQualities",
+ "type": "array",
+ "description": "List of key qualities, skills, or achievements to highlight in the reference.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the reference (e.g., formal, friendly, enthusiastic).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the reference text in sentences.",
+ "required": false,
+ "defaultValue": "5"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed reference letter text formatted as plain text."
+ },
+ "aiAgent": {
+ "useCase": "This tool is used when an AI agent needs to generate a well-structured and personalized reference letter or testimonial text based on defined inputs about the candidate and context. Ideal for automating recommendation letter drafts, saving time, and ensuring relevant qualities are highlighted appropriately.",
+ "limitations": "The tool cannot verify factual accuracy of inputs or provide legally binding recommendations. It relies entirely on supplied data and cannot generate references without sufficient detail.",
+ "examples": [
+ "Compose a strong, formal job reference for an employee named Jane Doe, highlighting her leadership and communication skills.",
+ "Create a friendly academic reference for a student applying to graduate school named John Smith, focusing on research and teamwork.",
+ "Generate a brief enthusiastic testimonial for a freelancer named Alex Brown, emphasizing reliability and creativity."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "reference",
+ "recommendation",
+ "testimonial",
+ "letter",
+ "compose",
+ "marketing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"subjectName\":\"Jane Doe\",\"relationship\":\"former manager\",\"purpose\":\"job application\",\"keyQualities\":[\"leadership\",\"communication skills\"],\"tone\":\"formal\",\"length\":6}",
+ "description": "Compose a formal reference letter for an employee Jane Doe emphasizing leadership and communication."
+ },
+ {
+ "inputJson": "{\"subjectName\":\"John Smith\",\"relationship\":\"professor\",\"purpose\":\"graduate school admission\",\"keyQualities\":[\"research abilities\",\"teamwork\"],\"tone\":\"friendly\",\"length\":5}",
+ "description": "Create a friendly academic reference for a student John Smith highlighting research and teamwork skills."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeQuote",
+ "description": "Generates impactful and contextually relevant marketing or inspirational quotes based on input themes, tone, and target audience characteristics. Accepts parameters specifying the desired stylistic tone, themes, and audience to produce a tailored quote text suitable for promotional or motivational use.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Primary theme or subject of the quote, guiding its conceptual focus.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The stylistic tone for the quote, e.g., inspirational, motivational, humorous, formal.",
+ "required": false,
+ "defaultValue": "inspirational"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience for which the quote is intended, influencing style and wording.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "lengthLimit",
+ "type": "number",
+ "description": "Maximum number of characters allowed in the quote text to ensure brevity and impact.",
+ "required": false,
+ "defaultValue": "140"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a subtle call to action or motivational prompt within the quote.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated quote text and metadata such as theme, tone, and length."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to generate concise, effective quotes for marketing materials, social posts, presentations, or motivational content. It helps produce well-phrased quotes aligned with specific themes and audience tones without manually crafting each one.",
+ "limitations": "The tool generates quotes based on input parameters but cannot verify originality or guarantee uniqueness. It also does not produce very long texts or detailed explanations, being limited to short quote style outputs.",
+ "examples": [
+ "Create a motivational quote about teamwork for young professionals.",
+ "Generate an inspirational quote on innovation with a formal tone.",
+ "Compose a humorous marketing quote about productivity including a call to action."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "quote generation",
+ "marketing",
+ "inspirational",
+ "motivational",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"theme\":\"teamwork\",\"tone\":\"motivational\",\"targetAudience\":\"young professionals\",\"lengthLimit\":120,\"includeCallToAction\":false}",
+ "description": "Generate a motivational quote about teamwork targeted at young professionals with a length limit of 120 characters."
+ },
+ {
+ "inputJson": "{\"theme\":\"innovation\",\"tone\":\"formal\",\"targetAudience\":\"corporate executives\",\"lengthLimit\":140,\"includeCallToAction\":false}",
+ "description": "Compose a formal inspirational quote about innovation for corporate executives."
+ },
+ {
+ "inputJson": "{\"theme\":\"productivity\",\"tone\":\"humorous\",\"targetAudience\":\"general public\",\"lengthLimit\":140,\"includeCallToAction\":true}",
+ "description": "Produce a humorous marketing quote about productivity including a call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeLink",
+ "description": "This tool generates persuasive and engaging promotional text for a given URL link. Users provide the link URL and optionally a title, target audience description, and desired tone. The tool analyzes the input and composes a concise marketing message that highlights the link's value or content to encourage clicks or shares.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The target URL for which to compose promotional text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title or headline related to the link content, to help contextualize the message.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the promotional message, to tailor tone and content.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the promotional text (e.g., professional, casual, enthusiastic).",
+ "required": false,
+ "defaultValue": "casual"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the output promotional text in characters.",
+ "required": false,
+ "defaultValue": "280"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed promotional text optimized for sharing or marketing use."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create short, compelling promotional copy that encourages users to visit or share a specific web link. It is useful for social media posts, emails, or digital marketing content where quick engagement is vital.",
+ "limitations": "This tool cannot verify or analyze the actual content of the URL beyond parsing metadata or title provided. It also cannot generate long-form descriptions or detailed reviews.",
+ "examples": [
+ "Compose a catchy tweet to promote https://example.com announcing a new product.",
+ "Generate a short promotional message for a link to a blog post targeting young professionals with an enthusiastic tone.",
+ "Create an engaging link preview text for a business website homepage in a professional tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "linkPromotion",
+ "socialMedia",
+ "contentCreation",
+ "shortCopy"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://technews.com/new-gadget\",\"title\":\"Introducing the X100 Gadget\",\"targetAudience\":\"tech enthusiasts and early adopters\",\"tone\":\"enthusiastic\",\"maxLength\":150}",
+ "description": "Compose a promotional message for a tech gadget aimed at tech enthusiasts with an enthusiastic style."
+ },
+ {
+ "inputJson": "{\"url\":\"https://healthtips.org/healthy-eating\",\"title\":\"Healthy Eating Guide\",\"targetAudience\":\"general public interested in wellness\",\"tone\":\"professional\",\"maxLength\":200}",
+ "description": "Generate a professional promotional text designed for a health and wellness audience."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeWord",
+ "description": "Generates a single compelling marketing or promotional word based on the specified industry, target audience, tone, and optional keyword input to enhance brand messaging and engagement. Outputs a word optimized for use in advertising and copywriting contexts.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "industry",
+ "type": "string",
+ "description": "The industry or sector relevant to the word, e.g., technology, fashion, finance.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The demographic or customer segment the word should appeal to, e.g., millennials, professionals.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone or feeling the word should convey, e.g., energetic, trustworthy, luxurious.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyword",
+ "type": "string",
+ "description": "An optional seed keyword or concept to base the word upon or relate to, enhancing thematic relevance.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated word and a brief explanation of its marketing appeal and usage context."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate a powerful single word tailored for marketing copy that fits the specified industry, audience, and tone. Ideal for branding, campaign naming, slogans, or highlighting product features with catchy, targeted vocabulary.",
+ "limitations": "This tool does not generate full sentences or copy blocks, only single words. It may not always guarantee trademark or uniqueness clearance for generated terms.",
+ "examples": [
+ "Create a compelling word for a new tech gadget aimed at young professionals with a futuristic tone.",
+ "Generate an energetic word for a fitness brand targeting millennials.",
+ "Find a luxury-oriented word for a high-end fashion line aimed at affluent customers."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "branding",
+ "content generation",
+ "word generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"industry\":\"technology\",\"targetAudience\":\"young professionals\",\"tone\":\"futuristic\",\"keyword\":\"innovation\"}",
+ "description": "Generate a futuristic marketing word for technology targeting young professionals, inspired by the keyword innovation."
+ },
+ {
+ "inputJson": "{\"industry\":\"fitness\",\"targetAudience\":\"millennials\",\"tone\":\"energetic\",\"keyword\":\"power\"}",
+ "description": "Create an energetic promotional word for a fitness brand aimed at millennials related to 'power'."
+ },
+ {
+ "inputJson": "{\"industry\":\"fashion\",\"targetAudience\":\"affluent customers\",\"tone\":\"luxurious\",\"keyword\":\"elegance\"}",
+ "description": "Compose a luxury-oriented word for a high-end fashion audience centered on elegance."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeSentence",
+ "description": "Generates a single marketing or promotional sentence based on the provided product or service description, target audience, and tone. It accepts input parameters like product details, target customer, and desired tone, then composes an engaging sentence suitable for advertising or promotional use.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "Brief description of the product or service to promote",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The specific audience or customer segment for the sentence",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the sentence (e.g., professional, casual, enthusiastic)",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "includeCTA",
+ "type": "boolean",
+ "description": "Whether to include a call-to-action in the sentence",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed sentence as a string under the key 'sentence'"
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal for AI agents tasked with creating concise, impactful promotional content where a single, well-crafted sentence is needed to highlight a product's value to a specific audience with a chosen tone. It helps generate marketing copy for ads, social media posts, or product descriptions.",
+ "limitations": "This tool generates only one sentence and cannot produce longer marketing texts or multiple variations at once. It may not handle highly technical or niche products without detailed input.",
+ "examples": [
+ "Compose a promotional sentence for a new eco-friendly water bottle targeting outdoor enthusiasts in an enthusiastic tone including a call to action.",
+ "Create a professional sentence advertising a software tool for small businesses without a call to action.",
+ "Generate a casual sentence describing a new coffee blend aimed at young adults."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "promotion",
+ "sentence generation",
+ "advertising",
+ "tone control"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productDescription\":\"eco-friendly reusable water bottle\",\"targetAudience\":\"outdoor enthusiasts\",\"tone\":\"enthusiastic\",\"includeCTA\":true}",
+ "description": "Generate an enthusiastic sentence with a call to action promoting an eco-friendly water bottle for outdoor enthusiasts."
+ },
+ {
+ "inputJson": "{\"productDescription\":\"project management software for small businesses\",\"tone\":\"professional\",\"includeCTA\":false}",
+ "description": "Create a professional promotional sentence describing project management software without a call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeText",
+ "description": "Generates marketing and promotional text based on input parameters such as target audience, product or service details, desired tone, and text length. It processes these inputs to compose clear, persuasive copy suitable for various marketing channels, producing finalized text output.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service to be promoted",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the marketing text",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productFeatures",
+ "type": "array",
+ "description": "Key features or benefits of the product/service to highlight in the text",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone/style of the text, e.g., professional, casual, enthusiastic",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "textLength",
+ "type": "number",
+ "description": "Approximate desired length of the generated text in words",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Specific call to action to include in the text (optional)",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing text as a string under 'composedText'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a marketing or promotional text is needed quickly based on product details and audience profile. It helps generate tailored copy that aligns with marketing objectives, tone, and desired length without manual writing.",
+ "limitations": "The tool cannot perform deep market research or provide real-time competitive analysis. It may not capture brand-specific guidelines unless explicitly detailed in inputs.",
+ "examples": [
+ "Compose a promotional email text for a new eco-friendly water bottle targeting health-conscious millennials, tone casual, about 150 words.",
+ "Generate a brief social media ad copy for an online course on machine learning for beginners with an enthusiastic tone.",
+ "Create website homepage text highlighting the features of a new smartphone, professional tone, about 200 words, including a call to action to buy now."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "promotional text",
+ "content generation",
+ "advertising",
+ "AI writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoWave Water Bottle\",\"targetAudience\":\"health-conscious millennials\",\"productFeatures\":[\"BPA-free\",\"insulated\",\"keeps drinks cold for 24 hours\"],\"tone\":\"casual\",\"textLength\":150,\"callToAction\":\"Order now to get 20% off!\"}",
+ "description": "Create casual promotional text for EcoWave Water Bottle targeting young health-focused consumers with features and a call to action."
+ },
+ {
+ "inputJson": "{\"productName\":\"ML Starter Course\",\"targetAudience\":\"beginners interested in AI\",\"tone\":\"enthusiastic\",\"textLength\":100,\"callToAction\":\"Sign up today!\"}",
+ "description": "Generate enthusiastic social media ad copy for an introductory machine learning course inviting beginners to enroll."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeParagraph",
+ "description": "Generates a coherent and engaging marketing or promotional paragraph based on specified product or service details, tone, and target audience. Accepts input parameters describing the subject and style, then composes a tailored paragraph suitable for advertising or content marketing purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "The main product, service, or topic to promote in the paragraph.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone or style of the paragraph, such as 'friendly', 'professional', 'enthusiastic', or 'informative'.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience or customer persona for the paragraph, e.g., 'young adults into fitness', 'small business owners', etc.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of key features or selling points about the subject to be included in the paragraph.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length of the generated paragraph to control verbosity.",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing paragraph text under the 'paragraph' property."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create a concise and compelling paragraph for marketing materials, product descriptions, or promotional content tailored to specific subjects and tones. Ideal for quickly generating human-like persuasive text based on input features and audience information.",
+ "limitations": "This tool cannot create multi-paragraph content or guarantee factual accuracy beyond the provided inputs. It does not generate images or bullet lists, and is limited to text paragraphs only.",
+ "examples": [
+ "Compose a friendly paragraph promoting a new organic energy drink aimed at fitness enthusiasts including its natural ingredients and health benefits.",
+ "Create a professional paragraph describing a software service for small business owners highlighting ease of use and cost savings.",
+ "Write an enthusiastic paragraph about a summer sale event focusing on discounts and limited-time offers."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "promotional",
+ "paragraph",
+ "content-generation",
+ "advertising",
+ "branding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"subject\":\"Eco-friendly reusable water bottles\",\"tone\":\"friendly\",\"targetAudience\":\"environmentally conscious millennials\",\"keyFeatures\":[\"BPA-free material\",\"keeps drinks cold for 24 hours\",\"stylish designs\"],\"maxLength\":300}",
+ "description": "Generate a friendly marketing paragraph about reusable water bottles for eco-conscious millennials including key features."
+ },
+ {
+ "inputJson": "{\"subject\":\"Cloud-based project management software\",\"tone\":\"professional\",\"targetAudience\":\"small business teams\",\"keyFeatures\":[\"real-time collaboration\",\"task tracking\",\"customizable workflows\"],\"maxLength\":400}",
+ "description": "Create a professional promotional paragraph for a project management software targeting small teams, emphasizing key features."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeReply",
+ "description": "This tool generates professional and contextually appropriate reply messages based on an input message and optional parameters such as tone, formality, and reply length. It processes the given conversation snippet or query and composes a coherent and relevant textual response suitable for emails, customer service, or social media communications.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "inputMessage",
+ "type": "string",
+ "description": "The original message or query to which a reply is to be composed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone of the reply (e.g., friendly, formal, enthusiastic).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "formality",
+ "type": "string",
+ "description": "The formality level of the reply (e.g., informal, neutral, formal).",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "replyLength",
+ "type": "string",
+ "description": "Preferred length of the reply (e.g., short, medium, long).",
+ "required": false,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call-to-action phrase in the reply.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for the reply text (e.g., en, es, fr).",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed reply message as a string under 'replyMessage'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when tasked with generating a well-written response to an incoming communication in contexts such as customer support, email correspondence, or social media interaction. It helps produce replies that match requested tone and formality while ensuring relevance to the original message.",
+ "limitations": "Cannot handle real-time conversations or understand visual/non-textual context. Replies are generated solely from the provided message and parameters; complex multi-turn dialogue context may not be fully captured.",
+ "examples": [
+ "Compose a friendly and short reply to a customer's complaint about delayed shipment.",
+ "Generate a formal and detailed response to an inquiry regarding product features.",
+ "Create an informal and enthusiastic reply to a social media comment praising a service."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "reply",
+ "communication",
+ "email",
+ "customer-service",
+ "social-media",
+ "tone",
+ "formality"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputMessage\":\"Thank you for contacting us about your delayed shipment. We apologize for the inconvenience.\",\"tone\":\"friendly\",\"formality\":\"informal\",\"replyLength\":\"short\",\"includeCallToAction\":true,\"language\":\"en\"}",
+ "description": "Compose a friendly, informal, short reply with a call to action to a customer support message."
+ },
+ {
+ "inputJson": "{\"inputMessage\":\"Could you provide detailed specifications of the latest model?\",\"tone\":\"formal\",\"formality\":\"formal\",\"replyLength\":\"long\",\"includeCallToAction\":false,\"language\":\"en\"}",
+ "description": "Generate a formal, detailed reply to a customer inquiry about product specifications."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeHeading",
+ "description": "Generates a catchy and optimized heading text based on a topic, tone, and target audience. Accepts a topic string, optional tone and audience parameters, and returns a concise heading suitable for marketing or promotional use.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme for the heading.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone for the heading, e.g., friendly, formal, urgent.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience to tailor the heading accordingly, e.g., young professionals, tech enthusiasts.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for the heading to ensure brevity.",
+ "required": false,
+ "defaultValue": "60"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated heading string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create compelling headings for marketing materials such as ads, web pages, or emails, ensuring the heading matches the theme, appeals to the audience, and fits length constraints.",
+ "limitations": "It cannot generate full-length articles or detailed content bodies; output is limited to concise heading text that aligns with inputs and tone but may require manual review for brand fit.",
+ "examples": [
+ "Create a friendly heading about eco-friendly products for young adults.",
+ "Generate a formal heading for a corporate software launch targeting executives.",
+ "Compose an urgent heading for a limited-time sale targeting online shoppers."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "heading",
+ "marketing",
+ "content creation",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"eco-friendly products\",\"tone\":\"friendly\",\"targetAudience\":\"young adults\",\"maxLength\":50}",
+ "description": "Generate a friendly heading about eco-friendly products targeting young adults."
+ },
+ {
+ "inputJson": "{\"topic\":\"corporate software launch\",\"tone\":\"formal\",\"targetAudience\":\"executives\",\"maxLength\":60}",
+ "description": "Create a formal heading for corporate software launch aimed at executives."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeMention",
+ "description": "This tool generates a well-crafted mention text suitable for marketing or promotional communications. It accepts inputs about the person or brand to mention, the context of the mention, tone style, and desired length. It outputs a polished mention text that can be used in copywriting for social media, emails, or ads.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "mentionName",
+ "type": "string",
+ "description": "The name of the person, brand, or entity to mention in the text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "Brief description or context around why the mention is being made, e.g., product endorsement, event shoutout.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone style of the mention text, such as formal, casual, enthusiastic, or neutral.",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the mention text in words.",
+ "required": false,
+ "defaultValue": "30"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call to action in the mention text.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated mention text as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to quickly create engaging and context-appropriate mention statements for marketing or promotional content, such as tagging influencers, partners, or brands in social media posts, newsletters, or advertisements. It helps produce polished, tone-appropriate text that fits the given context and length constraints.",
+ "limitations": "Cannot guarantee uniqueness or compliance with brand guidelines. It does not generate images or complex multi-entity mentions. The tone and style may require human review to ensure marketing appropriateness.",
+ "examples": [
+ "Generate an enthusiastic mention for a brand endorsing a new product in a social media post.",
+ "Compose a formal mention text for an event shoutout including a call to action.",
+ "Create a short, casual mention highlighting a partner company in an email newsletter."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "mention",
+ "marketing",
+ "branding",
+ "social media",
+ "promotion",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"mentionName\":\"EcoClean\",\"context\":\"partnering to promote sustainable home products\",\"tone\":\"enthusiastic\",\"length\":40,\"includeCallToAction\":true}",
+ "description": "Generate an enthusiastic mention for EcoClean emphasizing partnership and a call to action."
+ },
+ {
+ "inputJson": "{\"mentionName\":\"Dr. Jane Smith\",\"context\":\"keynote speaker at our annual conference\",\"tone\":\"formal\",\"length\":30,\"includeCallToAction\":false}",
+ "description": "Compose a formal mention to highlight Dr. Jane Smith as a keynote speaker without a call to action."
+ },
+ {
+ "inputJson": "{\"mentionName\":\"SmartHome Inc.\",\"context\":\"collaborating on new smart device launch\",\"tone\":\"casual\",\"length\":20,\"includeCallToAction\":false}",
+ "description": "Create a short, casual mention of SmartHome Inc. for a newsletter about a new device launch."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Mention",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeChannel",
+ "description": "Generates tailored marketing and communication content optimized for a specified communication channel such as email, social media, blogs, or ads. Takes details about the target audience, brand tone, message goal, and channel type, then composes engaging text that fits the stylistic and technical constraints of the selected channel.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "channelType",
+ "type": "string",
+ "description": "The communication channel for which the text is to be composed, e.g., 'email', 'socialMedia', 'blog', 'advertisement'. Determines style and format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience including demographics, interests, or behaviors to tailor the message appropriately.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "brandTone",
+ "type": "string",
+ "description": "Defines the brand voice or tone (e.g., friendly, professional, playful) to be reflected in the content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageGoal",
+ "type": "string",
+ "description": "The main purpose of the message such as to inform, persuade, promote, or engage.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "A list of main features, offers, or ideas that should be emphasized in the content.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "lengthLimit",
+ "type": "number",
+ "description": "Maximum character length or word count for the composed content, tailored to the channel's typical constraints.",
+ "required": false,
+ "defaultValue": "280"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call to action in the content to prompt audience response or engagement.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en', 'es') for output content; defaults to English.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated content text optimized for the specified channel and parameters, plus metadata like length and language."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce marketing or promotional text tailored specifically to the communication channel. It helps create messages that resonate with the intended audience while respecting channel constraints like length and tone.",
+ "limitations": "Cannot replace deep strategic marketing expertise or understand highly specialized brand nuances outside the provided inputs. The generated content may need human review for best results.",
+ "examples": [
+ "Compose a friendly email to young adult customers promoting a new eco-friendly product line.",
+ "Generate a concise social media post in professional tone highlighting a webinar announcement.",
+ "Create an engaging blog introduction informing tech enthusiasts about the latest software release."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "content generation",
+ "communication",
+ "channel",
+ "promotion",
+ "advertising"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelType\":\"email\",\"targetAudience\":\"young adults interested in sustainability\",\"brandTone\":\"friendly\",\"messageGoal\":\"promote new eco-friendly product line\",\"keyPoints\":[\"made from recycled materials\",\"discount offer\",\"limited-time availability\"],\"lengthLimit\":300,\"includeCallToAction\":true,\"language\":\"en\"}",
+ "description": "Compose a promotional email for eco-conscious young adult customers."
+ },
+ {
+ "inputJson": "{\"channelType\":\"socialMedia\",\"targetAudience\":\"professionals in marketing\",\"brandTone\":\"professional\",\"messageGoal\":\"announce upcoming webinar\",\"keyPoints\":[\"date, time, and registration link\"],\"lengthLimit\":150,\"includeCallToAction\":true,\"language\":\"en\"}",
+ "description": "Generate a social media announcement for a marketing webinar in a professional tone."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Channel",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeReadme",
+ "description": "Generates a professional README.md file for software projects based on input details such as project name, description, installation steps, usage instructions, contribution guidelines, license, and contact info. Produces a markdown formatted README string ready for inclusion in repositories.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the software project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "A brief summary describing the project and its purpose.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "installationInstructions",
+ "type": "string",
+ "description": "Step-by-step instructions for installing the software (can include commands or prerequisites).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageInformation",
+ "type": "string",
+ "description": "Details on how to use the software, including examples or commands.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contributionGuidelines",
+ "type": "string",
+ "description": "Guidelines for other developers who want to contribute to the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "licenseName",
+ "type": "string",
+ "description": "The license type of the project, e.g., MIT, Apache 2.0, GPLv3.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactEmail",
+ "type": "string",
+ "description": "Contact email for project maintainers for questions or support.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single field 'readmeMarkdown' which is a string containing the complete README content formatted in markdown."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create a standardized, clear, and professional README file for a software project repository to help users understand and utilize the project quickly. It is useful during project setup automation, documentation generation, or when scaffolding new projects.",
+ "limitations": "This tool cannot validate technical accuracy of installation or usage instructions. It generates text based on provided input and does not test the software itself. Very complex or highly customized docs may need manual refinement.",
+ "examples": [
+ "Create a README for a Python library that does text analysis, including install via pip, usage examples, an MIT license, and contributor contact.",
+ "Generate a basic README for a web app project with a short project description and usage instructions only.",
+ "Produce a README with detailed contribution guidelines and license info for an open source CLI tool."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "documentation",
+ "readme",
+ "markdown",
+ "software",
+ "automation",
+ "developer-tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"TextAnalyzer\",\"projectDescription\":\"A Python library for analyzing and summarizing text.\",\"installationInstructions\":\"Install via pip: pip install textanalyzer\",\"usageInformation\":\"Import the library and use the summarize() function.\",\"contributionGuidelines\":\"Fork the repo and submit pull requests.\",\"licenseName\":\"MIT\",\"contactEmail\":\"support@textanalyzer.org\"}",
+ "description": "Generating a complete README for a Python text analysis library."
+ },
+ {
+ "inputJson": "{\"projectName\":\"WebApp\",\"projectDescription\":\"A React-based web application for task management.\",\"usageInformation\":\"Run npm start to launch the app.\",\"licenseName\":\"Apache 2.0\"}",
+ "description": "Generating a README with basic usage info and license for a React web app."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeNotification",
+ "description": "This tool generates tailored notification messages for various contexts such as app alerts, email updates, or push notifications. It accepts inputs describing the notification purpose, target audience, tone, and key content points, then creates a clear, concise, and engaging notification message output ready for distribution.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "notificationType",
+ "type": "string",
+ "description": "Type of notification to compose, e.g., 'appAlert', 'emailUpdate', 'pushNotification'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Target audience or user segment for the notification, e.g., 'newUsers', 'subscribers', 'premiumMembers'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the notification, such as 'formal', 'casual', 'friendly', or 'urgent'.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "contentPoints",
+ "type": "array",
+ "description": "Key points or information items that must be included in the notification message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Optional call-to-action phrase or instruction to include, e.g., 'Update now', 'Learn more'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the notification text in characters to ensure brevity and fit.",
+ "required": false,
+ "defaultValue": "160"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a JSON object with a composed notification message string, and metadata such as character count and suggested send channel."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate professional and customized notification messages for marketing, user engagement, or informational purposes, tailored by type and audience with an appropriate tone. It helps automate writing concise and effective notices suitable for various communication channels.",
+ "limitations": "Cannot generate multimedia content, complex personalization beyond given input parameters, or guarantee compliance with all regulatory standards for notifications like opt-in requirements.",
+ "examples": [
+ "Compose a push notification for premium members with a friendly tone informing them of a new feature.",
+ "Create an email update for new users with a formal tone summarizing recent changes.",
+ "Generate a short app alert with an urgent tone calling users to update the app immediately."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "notification",
+ "marketing",
+ "communication",
+ "content-generation",
+ "messaging",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"notificationType\":\"pushNotification\",\"audience\":\"premiumMembers\",\"tone\":\"friendly\",\"contentPoints\":[\"New feature available\",\"Improved interface\",\"Exclusive access\"],\"callToAction\":\"Try it now!\",\"maxLength\":140}",
+ "description": "Generate a push notification message informing premium members of a new feature with a friendly tone and concise format."
+ },
+ {
+ "inputJson": "{\"notificationType\":\"emailUpdate\",\"audience\":\"newUsers\",\"tone\":\"formal\",\"contentPoints\":[\"Welcome to our platform\",\"Overview of features\",\"How to get started\"],\"callToAction\":\"Get started\",\"maxLength\":500}",
+ "description": "Compose a formal email update welcoming new users and guiding them to get started with platform features."
+ },
+ {
+ "inputJson": "{\"notificationType\":\"appAlert\",\"audience\":\"allUsers\",\"tone\":\"urgent\",\"contentPoints\":[\"Critical security update\",\"Immediate app update required\"],\"callToAction\":\"Update now\",\"maxLength\":100}",
+ "description": "Create an urgent app alert instructing all users to apply a critical security update immediately."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Notification",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeThread",
+ "description": "Generates a coherent and engaging communication thread suitable for social media or email based on the provided topic, target audience, and style preferences. Accepts input details like topic, tone, audience, and number of messages, then produces a structured thread of short, sequential messages designed to inform, persuade, or engage readers.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the thread to be composed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers or recipients of the thread, influencing style and content.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone or writing style for the thread messages, e.g., formal, casual, enthusiastic.",
+ "required": false,
+ "defaultValue": "casual"
+ },
+ {
+ "name": "messageCount",
+ "type": "number",
+ "description": "The number of individual messages or posts to generate in the thread.",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Optional call to action to include towards the end of the thread, like visiting a link or responding.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing an ordered array of composed messages forming the thread."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create multi-part communications such as social media threads or email sequences that are coherent, topical, and tailored to an audience with a specified tone. It helps generate structured, engaging, and goal-oriented content spanning multiple messages or posts.",
+ "limitations": "Cannot guarantee factual accuracy beyond training data. Does not produce multimedia content. Limited in handling extremely technical or specialized domain-specific jargon unless explicitly provided. Not intended for real-time updates or dynamic conversations.",
+ "examples": [
+ "Create a 7-post Twitter thread for tech enthusiasts about the newest AI model.",
+ "Write a 3-message email thread in a formal tone aimed at prospective clients introducing a new service.",
+ "Compose a 5-message casual social media thread promoting a summer sale with a call to action to visit the website."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "social media",
+ "thread",
+ "content generation",
+ "marketing",
+ "communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Introducing our new AI productivity tool\",\"targetAudience\":\"tech professionals\",\"tone\":\"enthusiastic\",\"messageCount\":5,\"callToAction\":\"Try it free today!\"}",
+ "description": "Compose a 5-message social media thread with an enthusiastic tone for tech professionals about a new AI productivity tool, ending with a call to action."
+ },
+ {
+ "inputJson": "{\"topic\":\"Weekly company update\",\"targetAudience\":\"employees\",\"tone\":\"formal\",\"messageCount\":3,\"callToAction\":\"Please submit your reports by Friday.\"}",
+ "description": "Generate a 3-message formal email thread providing a weekly update to employees with a clear call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Thread",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeComment",
+ "description": "Generates a tailored comment based on the provided topic, tone, and context. Accepts inputs including the subject matter, desired style (e.g., friendly, professional), and any key points to highlight. Produces a well-formed comment suitable for use in marketing communications, social media, or customer engagement.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme the comment should address.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The style or attitude of the comment, such as friendly, professional, enthusiastic, or neutral.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An array of important points or keywords that the comment should include or emphasize.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of characters for the comment to ensure brevity or platform-specific limits.",
+ "required": false,
+ "defaultValue": "250"
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "The intended audience of the comment, e.g., customers, partners, social media followers.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated comment text that aligns with the given parameters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to automatically generate engaging and contextually appropriate comments for marketing purposes, whether for social media posts, product feedback, or customer interactions. It helps create consistent, tone-aware communication that incorporates specific key points or messaging.",
+ "limitations": "This tool cannot guarantee factual correctness or appropriateness beyond the input scope provided. It does not replace human review for sensitive or highly regulated content.",
+ "examples": [
+ "Create a friendly comment highlighting new features of a product launch for social media.",
+ "Generate a professional comment emphasizing key benefits of a service for a business partner audience.",
+ "Write a short enthusiastic comment using given keywords promoting a special discount offer."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "comment",
+ "marketing",
+ "social media",
+ "engagement",
+ "customer communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Introducing our new eco-friendly packaging\",\"tone\":\"enthusiastic\",\"keyPoints\":[\"environmentally friendly\",\"recyclable\",\"sustainable\"],\"maxLength\":200,\"audience\":\"customers\"}",
+ "description": "Generate an enthusiastic customer comment about new sustainable packaging."
+ },
+ {
+ "inputJson": "{\"topic\":\"Thank you for your feedback on our software update\",\"tone\":\"professional\",\"keyPoints\":[\"appreciate\",\"improvements\",\"commitment to quality\"],\"maxLength\":150}",
+ "description": "Create a professional comment acknowledging user feedback on a software update."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Comment",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeMessage",
+ "description": "Generates a tailored marketing or promotional message based on provided parameters such as target audience, product details, tone, and desired message length. Processes input to produce a concise and persuasive message suitable for advertising campaigns or client communications.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience for the message (e.g., young professionals, parents, tech enthusiasts).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service being promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productFeatures",
+ "type": "array",
+ "description": "List of key features or benefits of the product or service to highlight in the message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone/style of the message (e.g., friendly, professional, humorous, urgent).",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "messageLength",
+ "type": "number",
+ "description": "Desired approximate length of the message in words.",
+ "required": false,
+ "defaultValue": "50"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Specific call-to-action phrase to include (e.g., \"Buy now\", \"Learn more\").",
+ "required": false,
+ "defaultValue": "\"Learn more\""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing the generated promotional message text and metadata such as length."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create marketing or advertising messages customized to specific audiences and products, ensuring the tone and length meet campaign requirements. It is especially helpful for drafting messages for emails, social media, or product descriptions.",
+ "limitations": "The tool cannot verify factual accuracy of product claims and may not fully capture complex brand guidelines or legal disclaimers.",
+ "examples": [
+ "Compose a friendly 40-word promotional message for a new eco-friendly water bottle targeted at outdoor enthusiasts.",
+ "Write a professional and brief message including a call-to-action to buy a new software product for small businesses.",
+ "Create a humorous social media post promoting a fast-food chain's new burger with key features and an urgent tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "promotional",
+ "message generation",
+ "advertising",
+ "branding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"targetAudience\":\"young professionals\",\"productName\":\"EcoSip Water Bottle\",\"productFeatures\":[\"BPA-free materials\",\"Keeps drinks cold for 24 hours\",\"Sleek modern design\"],\"tone\":\"friendly\",\"messageLength\":40,\"callToAction\":\"Buy now\"}",
+ "description": "Generate a friendly marketing message for a water bottle targeting young professionals, about 40 words, with a buy now call to action."
+ },
+ {
+ "inputJson": "{\"targetAudience\":\"small business owners\",\"productName\":\"QuickBooks Pro 2024\",\"productFeatures\":[\"Easy invoice management\",\"Real-time financial reports\",\"Cloud backup included\"],\"tone\":\"professional\",\"messageLength\":30,\"callToAction\":\"Try it free\"}",
+ "description": "Create a professional, concise message to promote accounting software to small business owners, including a free trial call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Message",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeFAQ",
+ "description": "This tool generates a structured FAQ document by composing clear, concise questions and answers based on a provided product or service description, key topics, and user concerns. It accepts textual inputs describing the domain and optional specific questions, then outputs an organized FAQ in JSON or markdown format to assist customer support and marketing.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "Detailed description of the product, service, or topic the FAQ is about.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyTopics",
+ "type": "array",
+ "description": "List of main topics or themes to address in the FAQ. Helps focus question generation.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "specificQuestions",
+ "type": "array",
+ "description": "Optional list of user-provided questions to include or base answers on in the FAQ.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "numberOfQuestions",
+ "type": "number",
+ "description": "Desired number of questions in the generated FAQ (max limit applies).",
+ "required": false,
+ "defaultValue": "10"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output format for the FAQ document: 'json' for structured data or 'markdown' for readable text.",
+ "required": false,
+ "defaultValue": "json"
+ },
+ {
+ "name": "includeAnswers",
+ "type": "boolean",
+ "description": "Whether to generate answers for the questions as well (true) or only list questions (false).",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the FAQ document, either structured with questions and answers in JSON or as a markdown string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have descriptive information about a product, service, or domain and want to quickly generate a relevant FAQ section for websites, help centers, or marketing materials. It helps produce user-friendly question-and-answer content that addresses common concerns, improving customer engagement and reducing support requests.",
+ "limitations": "Cannot guarantee complete domain expertise or accuracy; may generate generic or approximate answers without access to up-to-date or proprietary data. The quality depends on input completeness.",
+ "examples": [
+ "Generate an FAQ for a new mobile app based on its feature list.",
+ "Create FAQ questions focusing on billing and account topics for a SaaS product.",
+ "Produce a markdown FAQ document from a product description with 15 questions."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "FAQ generation",
+ "customer support",
+ "marketing",
+ "documentation",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productDescription\":\"Our AI-powered photo editing app offers automatic filtering, object removal, and batch processing.\",\"keyTopics\":[\"features\",\"pricing\",\"usage\"],\"numberOfQuestions\":5,\"outputFormat\":\"json\",\"includeAnswers\":true}",
+ "description": "Generate a 5-question FAQ with answers in JSON format about an AI photo editing app."
+ },
+ {
+ "inputJson": "{\"productDescription\":\"Cloud storage service with secure encryption and multi-device sync.\",\"specificQuestions\":[\"How secure is my data?\",\"Can I access files offline?\"],\"outputFormat\":\"markdown\",\"includeAnswers\":true}",
+ "description": "Create a markdown FAQ including user-supplied questions focusing on security and access for a cloud storage service."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeTemplate",
+ "description": "This tool generates customized marketing and promotional text templates based on user-provided parameters such as target audience, product features, tone, and template type. It processes input preferences to compose structured, ready-to-use copywriting templates for campaigns, emails, ads, or social media posts.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "templateType",
+ "type": "string",
+ "description": "The type of copywriting template to generate, such as 'email', 'ad', 'landingPage', or 'socialMediaPost'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the audience segment the template should address, including demographic or psychographic details.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productFeatures",
+ "type": "array",
+ "description": "A list of key product or service features to highlight within the template.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone or style of the text, such as 'professional', 'friendly', 'urgent', or 'informative'.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Preferred approximate length of the generated template in words. Defaults to 150 if not specified.",
+ "required": false,
+ "defaultValue": "150"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Specific call to action phrase to include in the template, e.g., 'Buy Now', 'Sign Up Today'.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the fully composed copywriting template as a string under 'templateContent' field, and metadata such as templateType and wordCount."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate structured marketing copy templates tailored to specific audience segments and product features. Ideal for creating drafts of emails, promotional ads, landing pages, or social posts, providing a clear starting point for further customization.",
+ "limitations": "This tool cannot replace domain-specific legal or compliance review. It may not perfectly capture highly specialized brand voice nuances without additional adjustment.",
+ "examples": [
+ "Generate a friendly email template targeting millennials highlighting eco-friendly features.",
+ "Compose a professional ad template for a B2B software product emphasizing security and scalability.",
+ "Create a short social media post template with an urgent tone and a strong call to action."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "template",
+ "text generation",
+ "promotional",
+ "email",
+ "advertisement",
+ "social media"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"templateType\":\"email\",\"targetAudience\":\"young professionals aged 25-35 interested in sustainability\",\"productFeatures\":[\"eco-friendly materials\",\"carbon neutral production\",\"durable design\"],\"tone\":\"friendly\",\"length\":200,\"callToAction\":\"Learn More\"}",
+ "description": "Generate a friendly email template aimed at young, sustainability-conscious professionals emphasizing eco features and including a call to action."
+ },
+ {
+ "inputJson": "{\"templateType\":\"ad\",\"targetAudience\":\"IT managers in medium-sized companies\",\"productFeatures\":[\"advanced security\",\"scalable architecture\",\"24/7 support\"],\"tone\":\"professional\",\"length\":100,\"callToAction\":\"Request a Demo\"}",
+ "description": "Create a professional ad template targeting IT managers highlighting security and scalability with a demo request."
+ },
+ {
+ "inputJson": "{\"templateType\":\"socialMediaPost\",\"targetAudience\":\"fitness enthusiasts\",\"productFeatures\":[\"new workout plans\",\"personalized coaching\"],\"tone\":\"urgent\",\"length\":50,\"callToAction\":\"Sign Up Now\"}",
+ "description": "Compose a short social media post template with an urgent tone for fitness enthusiasts promoting new plans and coaching."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeChecklist",
+ "description": "Generates a detailed, customized checklist document based on specified marketing or promotional campaign objectives. Takes input parameters defining campaign type, target audience, and key focus areas, then composes a step-by-step checklist to guide copywriting and campaign execution efforts, outputting it as a structured text list.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "campaignType",
+ "type": "string",
+ "description": "Type of marketing campaign (e.g., email, social media, product launch) to tailor the checklist accordingly.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Primary audience segment the campaign targets, influencing relevant checklist items.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFocusAreas",
+ "type": "array",
+ "description": "List of focus areas or goals for the campaign (e.g., brand awareness, lead generation), guiding checklist composition.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeBestPractices",
+ "type": "boolean",
+ "description": "Whether to add best practice tips for copywriting and campaign execution in the checklist.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language for the checklist content (e.g., English, Spanish).",
+ "required": false,
+ "defaultValue": "English"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed checklist as a structured array of steps and optional notes tailored to the campaign."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to help craft a focused and actionable checklist for marketing copywriting efforts, ensuring all critical tasks and considerations are included to improve campaign success and consistency.",
+ "limitations": "This tool cannot perform the actual copywriting of campaign text or validate the effectiveness of the checklist items; it generates structured guidance only.",
+ "examples": [
+ "Compose a checklist for a social media product launch campaign targeting millennials.",
+ "Create a marketing checklist focused on lead generation email campaigns including best practices.",
+ "Generate a checklist for a brand awareness campaign in Spanish with focus on social media posts."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "checklist",
+ "marketing",
+ "campaign",
+ "promotional content",
+ "guidance",
+ "planning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignType\":\"email\",\"targetAudience\":\"small business owners\",\"keyFocusAreas\":[\"lead generation\",\"customer retention\"],\"includeBestPractices\":true,\"language\":\"English\"}",
+ "description": "Checklist for an email campaign focused on lead generation and customer retention for small business owners."
+ },
+ {
+ "inputJson": "{\"campaignType\":\"social media\",\"targetAudience\":\"millennials\",\"keyFocusAreas\":[\"brand awareness\"],\"includeBestPractices\":false,\"language\":\"English\"}",
+ "description": "Checklist for a social media campaign targeting millennials focusing on brand awareness without best practices tips."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeBrief",
+ "description": "Generates a comprehensive marketing brief based on product details, target audience, key messages, and campaign goals. Accepts structured inputs describing the product/service, audience personas, and marketing objectives. Outputs a clear, concise brief to guide campaign creation and strategy alignment.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service to be marketed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "Detailed description of the product or service including features and benefits.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience or customer personas.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyMessages",
+ "type": "array",
+ "description": "List of important key messages or value propositions to include in the brief.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "campaignGoals",
+ "type": "string",
+ "description": "Main objectives and goals of the marketing campaign (e.g., raise awareness, increase sales).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone or style for the brief (e.g., formal, friendly, persuasive).",
+ "required": false,
+ "defaultValue": "Professional"
+ },
+ {
+ "name": "deadline",
+ "type": "string",
+ "description": "Deadline for the campaign or brief completion (ISO date string).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed marketing brief as a formatted string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a concise, structured marketing brief is needed to align marketing teams, agencies, or content creators around product details, audience targeting, messaging, and campaign goals. It speeds briefing creation from raw inputs, ensuring clarity and completeness.",
+ "limitations": "This tool does not replace strategic marketing planning or detailed market research; it synthesizes input data into a brief but relies on quality and completeness of inputs for best output.",
+ "examples": [
+ "Compose a marketing brief for a new organic skincare line targeting young adults emphasizing eco-friendliness and gentle ingredients.",
+ "Generate a promotional campaign brief for a SaaS product focused on improving team collaboration, with a professional and persuasive tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "brief",
+ "content creation",
+ "campaign planning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoGlow Skincare\",\"productDescription\":\"A line of organic, eco-friendly skincare products made with gentle natural ingredients, designed for sensitive skin.\",\"targetAudience\":\"Young adults aged 18-30, environmentally conscious, interested in health and wellness.\",\"keyMessages\":[\"100% organic ingredients\",\"Eco-friendly packaging\",\"Gentle on sensitive skin\"],\"campaignGoals\":\"Increase brand awareness among young adults, drive online sales through social media.\",\"tone\":\"friendly\",\"deadline\":\"2024-09-30\"}",
+ "description": "Create a marketing brief for an organic skincare line focusing on eco-conscious young adults."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeSummary",
+ "description": "This tool accepts a detailed document or text content as input and composes a clear, concise summary tailored for marketing or promotional purposes. It processes the key points, highlights benefits, and outputs a well-structured summary suitable for use in marketing materials or executive briefs.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "inputText",
+ "type": "string",
+ "description": "The full text or document content to be summarized. Required for generating the summary.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the summary in words. Limits the output to a concise size.",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the summary, e.g., professional, casual, enthusiastic. Adjusts style accordingly.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "highlightKeywords",
+ "type": "array",
+ "description": "List of keywords or phrases to emphasize in the summary if present in the input text.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Intended audience for the summary, such as investors, customers, or internal teams. Tailors language and focus.",
+ "required": false,
+ "defaultValue": "general"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the composed summary text as 'summaryText' and metadata such as 'wordCount' and 'toneUsed'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need a marketing-oriented summary of a longer document, to quickly produce promotional or executive summaries emphasizing key benefits and features, tailored by tone and audience.",
+ "limitations": "This tool does not perform in-depth text analysis beyond summarization and marketing emphasis; it may omit highly technical details and is not suitable for legal or highly technical summarizations.",
+ "examples": [
+ "Summarize a product brochure into a professional marketing summary under 100 words.",
+ "Generate an enthusiastic summary of a service description highlighting its unique features for potential customers.",
+ "Create a concise executive summary for investors emphasizing business growth metrics."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "summary",
+ "marketing",
+ "promotion",
+ "document",
+ "text",
+ "content",
+ "compose"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputText\":\"Our new eco-friendly water bottle is made from 100% recycled materials and features an innovative design that keeps beverages cold for 24 hours. Perfect for outdoor enthusiasts and environmentally conscious consumers.\",\"maxLength\":80,\"tone\":\"enthusiastic\",\"highlightKeywords\":[\"eco-friendly\",\"innovative design\"],\"audience\":\"customers\"}",
+ "description": "Compose an enthusiastic marketing summary for customers highlighting eco-friendliness and innovative design."
+ },
+ {
+ "inputJson": "{\"inputText\":\"The quarterly report details a 25% increase in revenue and successful market expansion in three new countries, driven by our latest product launch and targeted marketing campaigns.\",\"maxLength\":100,\"tone\":\"professional\",\"audience\":\"investors\"}",
+ "description": "Generate a professional executive summary for investors focusing on growth and expansion."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeDocument",
+ "description": "This tool generates a customized marketing or promotional document based on user inputs including topic, target audience, document type, tone, length, and key messages. It processes the inputs to create coherent, persuasive text tailored for advertising or promotional purposes, outputting the final composed document as a string.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or product for the document to promote or describe.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended audience for the document, defining style and content focus.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "documentType",
+ "type": "string",
+ "description": "Type of document to compose, such as flyer, brochure, email, or webpage content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of voice for the document, e.g., formal, casual, enthusiastic, professional.",
+ "required": false,
+ "defaultValue": "\"professional\""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate length of the document in words.",
+ "required": false,
+ "defaultValue": "300"
+ },
+ {
+ "name": "keyMessages",
+ "type": "array",
+ "description": "Array of key points or benefits to emphasize in the document.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "The call-to-action phrase or instruction to include at the document's end.",
+ "required": false,
+ "defaultValue": "\"Contact us today!\""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed document text as a string and metadata about the document."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate professional marketing or promotional content quickly for a specific topic and audience. It helps automate copywriting tasks by producing tailored documents such as flyers, brochures, or emails based on user guidance about tone, length, and key messages.",
+ "limitations": "Cannot create highly specialized technical manuals or legal documents; may require human editing for accuracy and adherence to brand voice; does not generate images or multimedia content.",
+ "examples": [
+ "Compose a brochure for a new eco-friendly water bottle targeting young adults with an enthusiastic tone.",
+ "Create a concise professional email promoting a software subscription service aimed at small business owners.",
+ "Write a flyer describing a summer sale event for a local bookstore, emphasizing discounts and inviting customers to visit."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "document generation",
+ "promotional content",
+ "advertising",
+ "content creation",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"eco-friendly water bottle\",\"targetAudience\":\"young adults\",\"documentType\":\"brochure\",\"tone\":\"enthusiastic\",\"length\":400,\"keyMessages\":[\"sustainable materials\",\"keeps water cold 24 hours\",\"stylish and durable\"],\"callToAction\":\"Buy yours today!\"}",
+ "description": "Compose an enthusiastic brochure promoting an eco-friendly water bottle to young adults."
+ },
+ {
+ "inputJson": "{\"topic\":\"software subscription service\",\"targetAudience\":\"small business owners\",\"documentType\":\"email\",\"tone\":\"professional\",\"length\":250,\"keyMessages\":[\"affordable pricing\",\"24/7 customer support\",\"easy setup\"],\"callToAction\":\"Sign up now and boost your business.\"}",
+ "description": "Generate a professional and concise email for a software service targeting small business owners."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeEmail",
+ "description": "Generates a professional marketing or promotional email based on given inputs such as target audience, product or service details, tone, and call-to-action. Accepts structured information to create a customized email body ready for distribution.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "recipientType",
+ "type": "string",
+ "description": "The target audience for the email (e.g., \"new customers\", \"subscribers\", \"partners\").",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service the email is promoting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "Brief description of the product or service highlighting key features and benefits.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone style of the email such as formal, casual, friendly, or persuasive.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Desired action for recipients, e.g., \"Buy Now\", \"Sign Up\", \"Learn More\".",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "senderName",
+ "type": "string",
+ "description": "Name of the sender or company to appear in the email signature.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeDiscount",
+ "type": "boolean",
+ "description": "Whether to include a discount or special offer in the email.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "discountDetails",
+ "type": "string",
+ "description": "Details about the discount or offer to include when includeDiscount is true.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed email components including subject, body text, and optional signature."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate a well-structured marketing or promotional email crafted for a specific audience and product, saving time over manual writing and ensuring consistent messaging. It works well when given clear product info and target user data.",
+ "limitations": "This tool cannot send emails or perform recipient list management. It may not perfectly capture highly specialized product details without precise input. Tone and style are limited to common categories.",
+ "examples": [
+ "Compose a promotional email for new customers introducing a new software product with a friendly tone and a call to action to sign up for a trial.",
+ "Write a marketing email targeting existing subscribers offering a 20% discount on a seasonal product with a formal tone.",
+ "Generate a casual email to partners announcing a new collaboration feature inviting them to learn more."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "email",
+ "marketing",
+ "promotional",
+ "compose",
+ "business"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientType\":\"new customers\",\"productName\":\"SmartHome Security System\",\"productDescription\":\"an advanced, easy-to-install security system with 24/7 monitoring and mobile alerts\",\"tone\":\"friendly\",\"callToAction\":\"Sign up for a free trial\",\"senderName\":\"SafeHome Inc.\",\"includeDiscount\":true,\"discountDetails\":\"20% off your first purchase\"}",
+ "description": "Generate a friendly marketing email for new customers about a security product with discount and call to action."
+ },
+ {
+ "inputJson": "{\"recipientType\":\"subscribers\",\"productName\":\"EcoFriendly Water Bottle\",\"productDescription\":\"a reusable bottle made from 100% recycled materials, BPA-free and insulated\",\"tone\":\"formal\",\"callToAction\":\"Buy Now\",\"senderName\":\"GreenLife Corp.\",\"includeDiscount\":false,\"discountDetails\":\"\"}",
+ "description": "Create a formal email for subscribers promoting an eco-friendly product with a call to purchase but no discount."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeMinutes",
+ "description": "This tool generates professional meeting minutes from an input summary or transcription. It accepts key discussion points, decisions, action items, and attendee information, then composes a clear, structured minutes document suitable for sharing with stakeholders.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "meetingTitle",
+ "type": "string",
+ "description": "Title or subject of the meeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "date",
+ "type": "string",
+ "description": "Date of the meeting in YYYY-MM-DD format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "attendees",
+ "type": "array",
+ "description": "List of attendees' names.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "summaryPoints",
+ "type": "array",
+ "description": "Key discussion points or notes from the meeting.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "decisions",
+ "type": "array",
+ "description": "Decisions made during the meeting.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "actionItems",
+ "type": "array",
+ "description": "List of action items including task description and assignee.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "additionalNotes",
+ "type": "string",
+ "description": "Any other important notes or remarks to include.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed minutes as a formatted string document and a structured summary of key elements such as attendees, decisions, and action items."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert informal meeting summaries, transcripts, or notes into a polished, professional set of meeting minutes that can be easily reviewed and distributed. It helps save time and ensures consistency in documenting meetings for project management or organizational record-keeping.",
+ "limitations": "It does not transcribe audio or video content and relies on accurate input data. It cannot infer missing details or verify facts beyond the supplied input.",
+ "examples": [
+ "Generate minutes for a project kickoff meeting including attendees, main discussion points, decisions, and tasks assigned.",
+ "Create a formal minutes document based on summarized notes from a weekly team meeting.",
+ "Compose minutes from a client meeting, highlighting agreements, follow-up actions, and participant list."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "meeting",
+ "minutes",
+ "document",
+ "summary",
+ "professional",
+ "business",
+ "notes"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"meetingTitle\":\"Project Kickoff Meeting\",\"date\":\"2024-06-05\",\"attendees\":[\"Alice Johnson\",\"Bob Smith\",\"Carol Lee\"],\"summaryPoints\":[\"Project scope and goals discussed\",\"Timeline and milestones set\",\"Budget preliminary agreed\"],\"decisions\":[\"Approved project timeline\",\"Decided on weekly status meetings\"],\"actionItems\":[{\"task\":\"Prepare project plan draft\",\"assignee\":\"Alice Johnson\"},{\"task\":\"Set up project repository\",\"assignee\":\"Bob Smith\"}],\"additionalNotes\":\"Next meeting scheduled for June 12.\"}",
+ "description": "Minutes generation for a typical kickoff meeting with key points, decisions, and assigned tasks."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeTranscript",
+ "description": "This tool generates a coherent and professionally written transcript from raw audio or video content summaries, notes, or bullet points. It processes input text descriptions and produces a polished, readable transcript suitable for publishing or internal record-keeping.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "contentSummary",
+ "type": "string",
+ "description": "A detailed summary or notes extracted from the audio or video content to be transformed into a transcript.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "speakerNames",
+ "type": "array",
+ "description": "An optional list of speaker names to assign to different parts of the transcript, enhancing clarity and structure.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeTimestamps",
+ "type": "boolean",
+ "description": "Whether to include timestamps at appropriate intervals within the transcript for reference.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tonal style in which to compose the transcript, e.g., formal, conversational, technical.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code specifying the language of the transcript output, e.g., 'en' for English.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the fully composed transcript text, optionally with structured speaker labels and timestamps."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have a summary, notes, or partial raw text from an audio or video recording and need a clean, well-structured transcript for documentation, publishing, or review. Ideal when the raw input is not a direct transcription but requires composition into a natural, readable transcript format.",
+ "limitations": "Cannot generate transcripts from raw audio or video files directly; input must already be a text summary or notes. May not perfectly capture exact spoken words if input summaries lack detail or accuracy.",
+ "examples": [
+ "Compose a formal transcript from provided meeting notes assigning speakers and including timestamps.",
+ "Generate a conversational-style transcript from interview bullet points in English.",
+ "Create an English transcript from summarized seminar content without timestamps."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "transcript",
+ "text composition",
+ "document",
+ "speech",
+ "summarization",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contentSummary\":\"Introduction by John Doe discussing quarterly goals. Jane Smith responds with updates on marketing campaigns.\",\"speakerNames\":[\"John Doe\",\"Jane Smith\"],\"includeTimestamps\":true,\"tone\":\"formal\",\"language\":\"en\"}",
+ "description": "Compose a formal transcript with speaker labels and timestamps from a meeting summary."
+ },
+ {
+ "inputJson": "{\"contentSummary\":\"Q&A session highlights covering product features and user feedback.\",\"speakerNames\":[],\"includeTimestamps\":false,\"tone\":\"conversational\",\"language\":\"en\"}",
+ "description": "Generate a conversational transcript from summarized Q&A highlights without speaker names or timestamps."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeBlogPost",
+ "description": "Generates a detailed and engaging blog post based on the provided topic, target audience, desired tone, and length. The tool processes input parameters to create structured content including introduction, body sections, and conclusion, optimized for readability and audience engagement.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the blog post to be written.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers or specific demographic for the blog post.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired writing style or tone such as professional, casual, informative, or persuasive.",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the blog post measured in number of words.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of keywords to include in the blog post for SEO or emphasis.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call to action at the end of the post.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed blog post text, including optional sections like introduction, body, and conclusion."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create a comprehensive and tailored blog post from minimal input such as topic and audience details. It is ideal for marketing content creation, SEO blogs, and informational posts that require clear structure and engaging language.",
+ "limitations": "This tool cannot provide real-time trending data or verify factual correctness beyond its training data. It also does not replace expert domain-specific knowledge or personalized editorial judgment.",
+ "examples": [
+ "Write a 1000-word blog post about sustainable travel for environmentally conscious millennial travelers, with an informative tone and SEO keywords: eco-friendly, travel tips, green tourism.",
+ "Create a casual blog post introducing a new tech gadget aimed at early adopters, approximately 700 words, including a persuasive tone and call to action.",
+ "Generate a 500-word professional blog article on financial planning for retirement targeting middle-aged professionals, emphasizing trust and reliability."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "blog",
+ "marketing",
+ "content-creation",
+ "SEO",
+ "writing",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of remote work for businesses\",\"targetAudience\":\"HR managers and business leaders\",\"tone\":\"professional\",\"length\":900,\"keywords\":[\"remote work\",\"productivity\",\"employee satisfaction\"],\"includeCallToAction\":true}",
+ "description": "Generate a professional 900-word blog post for HR managers highlighting the benefits of remote work, including relevant keywords and a call to action."
+ },
+ {
+ "inputJson": "{\"topic\":\"Top 10 healthy smoothie recipes\",\"targetAudience\":\"health-conscious millennials\",\"tone\":\"casual\",\"length\":600,\"keywords\":[\"smoothies\",\"healthy recipes\",\"nutrition\"],\"includeCallToAction\":false}",
+ "description": "Create a casual 600-word blog post targeting millennials interested in health, listing popular smoothie recipes without a call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeReport",
+ "description": "Generates a structured report based on given data and topics. It accepts parameters for report type, target audience, key points, and formatting style, then composes a comprehensive textual report outline or full text tailored to the specified context.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "reportType",
+ "type": "string",
+ "description": "The kind of report to generate, such as 'market analysis', 'project status', 'financial summary'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended readers of the report, e.g., 'executives', 'clients', 'technical team'. This guides tone and complexity.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "A list of key points or data items that must be covered or emphasized in the report.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the report in words.",
+ "required": false,
+ "defaultValue": "1000"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The style or tone of writing, e.g., 'formal', 'informative', 'persuasive'.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "includeSummary",
+ "type": "boolean",
+ "description": "Whether to include an executive summary section at the start of the report.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "Preferred formatting style or template, such as 'APA', 'bullet points', or 'narrative'.",
+ "required": false,
+ "defaultValue": "narrative"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed report text and optional metadata like section breakdown."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to quickly generate structured, professional reports tailored to specific audiences and report types, incorporating provided key points or data. Ideal for business, marketing, project management, or financial contexts requiring clear, targeted communication.",
+ "limitations": "The tool cannot analyze raw data or generate actual charts/tables from numeric input; it relies on provided key points and textual input. Content accuracy depends on the quality and clarity of the input parameters.",
+ "examples": [
+ "Generate a market analysis report for executives highlighting the recent sales growth and competitor activity.",
+ "Compose a project status report for the technical team focusing on completed milestones and upcoming risks.",
+ "Create a financial summary report for clients summarizing quarterly earnings and investment performance."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "report",
+ "business",
+ "marketing",
+ "professional writing",
+ "document generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"reportType\":\"market analysis\",\"targetAudience\":\"executives\",\"keyPoints\":[\"Q1 sales increased by 15%\",\"Competitor X launched a new product\",\"Market trends show rising demand for green solutions\"],\"length\":1200,\"tone\":\"formal\",\"includeSummary\":true,\"formatStyle\":\"narrative\"}",
+ "description": "Generate a formal market analysis report for executives with specified key points and summary."
+ },
+ {
+ "inputJson": "{\"reportType\":\"project status\",\"targetAudience\":\"technical team\",\"keyPoints\":[\"Phase 1 completed\",\"Bug backlog reduced by 40%\",\"Risks include potential delays in supplier delivery\"],\"length\":800,\"tone\":\"informative\",\"includeSummary\":false,\"formatStyle\":\"bullet points\"}",
+ "description": "Compose an informative project status report in bullet points style, no summary, targeting technical team."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateHeading",
+ "description": "Generates compelling and targeted marketing headings based on provided product or campaign details. Accepts inputs such as product name, key benefits, target audience, and tone to produce a concise, engaging heading suitable for promotional materials or websites.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service to feature in the heading.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyBenefits",
+ "type": "array",
+ "description": "List of main benefits or features of the product; helps tailor the heading content.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target customer segment for the heading to appeal to.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the heading, e.g., professional, casual, urgent, friendly.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length allowed for the heading to ensure brevity.",
+ "required": false,
+ "defaultValue": "60"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated heading text as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when marketing headings are needed that resonate with a specific audience and highlight key product benefits. It aids in quickly creating engaging headlines for websites, ads, or emails tailored to tone and length constraints.",
+ "limitations": "Cannot produce long-form content or guarantee headline effectiveness without human review; dependent on input quality and specificity.",
+ "examples": [
+ "Generate a catchy heading for a vegan skincare product targeting millennials with a friendly tone.",
+ "Create a professional heading highlighting the security features of a new software for enterprise clients."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "heading",
+ "content generation",
+ "branding",
+ "advertising"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoClean Detergent\",\"keyBenefits\":[\"biodegradable\",\"hypoallergenic\",\"effective stain removal\"],\"targetAudience\":\"environmentally conscious families\",\"tone\":\"friendly\",\"maxLength\":50}",
+ "description": "Generate a friendly, concise headline for an eco-friendly household detergent targeting families."
+ },
+ {
+ "inputJson": "{\"productName\":\"SecureVault 360\",\"keyBenefits\":[\"enterprise-grade encryption\",\"real-time monitoring\"],\"targetAudience\":\"corporate security officers\",\"tone\":\"professional\",\"maxLength\":60}",
+ "description": "Create a professional heading emphasizing security features for an enterprise software product."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.composeArticle",
+ "description": "Generates a complete article based on given topics, target audience, tone, and length preferences. Accepts input parameters that guide the content style, subject focus, and structure, then produces a well-formed article draft suitable for marketing, educational, or informational purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "Main subject or theme of the article to be composed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers to tailor tone and complexity (e.g., general public, professionals).",
+ "required": false,
+ "defaultValue": "general public"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Writing tone or style such as formal, casual, persuasive, or neutral.",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired article length measured in words.",
+ "required": false,
+ "defaultValue": "500"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of specific keywords or phrases to be included in the article for SEO or emphasis.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeSections",
+ "type": "array",
+ "description": "Optional sections to structure the article, e.g., introduction, benefits, conclusion.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code to specify the article's language (default is English).",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed article text and metadata such as word count and sections."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool whenever a detailed article draft is needed quickly based on a defined topic and style. Useful for content marketing, blogging, educational resources, or product descriptions where tailored, ready-to-edit content accelerates writing processes.",
+ "limitations": "The tool does not provide verified facts or references; content should be reviewed for factual accuracy and customized for brand voice. It may not generate highly specialized technical or legal documentation reliably.",
+ "examples": [
+ "Compose an article on renewable energy targeting environmentally conscious readers in a persuasive tone around 800 words.",
+ "Create a casual style article about beginner fitness tips for general audiences with key phrases provided.",
+ "Write a neutral tone article in English about the benefits of meditation structured with introduction, benefits, and conclusion sections."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "article generation",
+ "content creation",
+ "marketing",
+ "SEO",
+ "writing assistant",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of remote work\",\"targetAudience\":\"corporate employees\",\"tone\":\"professional\",\"length\":700,\"keywords\":[\"remote work\",\"productivity\",\"flexibility\"],\"includeSections\":[\"introduction\",\"main benefits\",\"challenges\",\"conclusion\"],\"language\":\"en\"}",
+ "description": "Generate a professional article on remote work benefits and challenges aimed at corporate employees."
+ },
+ {
+ "inputJson": "{\"topic\":\"Healthy cooking tips\",\"tone\":\"casual\",\"length\":400,\"keywords\":[\"healthy cooking\",\"quick meals\"],\"language\":\"en\"}",
+ "description": "Compose a casual, 400-word article with tips on healthy and quick cooking."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateCitation",
+ "description": "Generates a properly formatted citation string based on provided source details and requested citation style. Accepts bibliographic information such as author(s), title, publication date, source type, and outputs a citation conforming to styles like APA, MLA, or Chicago.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "authors",
+ "type": "array",
+ "description": "List of authors in the format 'LastName, FirstName'. Multiple authors allowed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the work or article to be cited.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationDate",
+ "type": "string",
+ "description": "Publication date of the source, preferably in YYYY or YYYY-MM-DD format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of source such as book, journal article, website, or conference paper.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publisher",
+ "type": "string",
+ "description": "Name of the publisher, journal, or website where the source was published.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "volume",
+ "type": "string",
+ "description": "Volume number if applicable (commonly for journals).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "issue",
+ "type": "string",
+ "description": "Issue number if applicable (commonly for journals).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "pages",
+ "type": "string",
+ "description": "Page range of the article or chapter if applicable, e.g., '23-45'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL of the source if it is accessed online.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to use for formatting (e.g., APA, MLA, Chicago).",
+ "required": true,
+ "defaultValue": "APA"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted citation string and the citation style used, enabling direct inclusion in documents or references sections."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate accurate and properly formatted citations from raw bibliographic data to support documentation, academic writing, or marketing collateral. It streamlines citation creation tailored to common styles, ensuring consistency and saving time for content creators or researchers.",
+ "limitations": "This tool cannot verify the accuracy or existence of the source information provided; it depends entirely on input correctness. It may not support niche or newly introduced citation styles beyond the common ones specified.",
+ "examples": [
+ "Generate an APA citation for a journal article with multiple authors",
+ "Create an MLA citation for a book with a single author",
+ "Produce a Chicago style citation for an online article with URL"
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "citation",
+ "bibliography",
+ "formatting",
+ "academic",
+ "reference"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"authors\":[\"Smith, John\",\"Doe, Jane\"],\"title\":\"Innovations in AI\",\"publicationDate\":\"2022\",\"sourceType\":\"journal article\",\"publisher\":\"Journal of AI Research\",\"volume\":\"15\",\"issue\":\"4\",\"pages\":\"100-120\",\"url\":\"\",\"citationStyle\":\"APA\"}",
+ "description": "Generate an APA citation for a journal article with two authors."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Brown, Lisa\"],\"title\":\"Marketing Strategies 101\",\"publicationDate\":\"2019\",\"sourceType\":\"book\",\"publisher\":\"Business Press\",\"volume\":\"\",\"issue\":\"\",\"pages\":\"\",\"url\":\"\",\"citationStyle\":\"MLA\"}",
+ "description": "Generate an MLA citation for a book with one author."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Nguyen, Alex\"],\"title\":\"How to optimize SEO\",\"publicationDate\":\"2020-05-10\",\"sourceType\":\"website\",\"publisher\":\"SEO Experts Blog\",\"volume\":\"\",\"issue\":\"\",\"pages\":\"\",\"url\":\"https://seoexpertblog.com/optimize-seo\",\"citationStyle\":\"Chicago\"}",
+ "description": "Generate a Chicago style citation for an online article with a URL."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateReference",
+ "description": "Generates a professional and effective reference letter or testimonial based on input details about the referee, relationship, purpose, and key qualities or achievements to highlight. Accepts structured input to tailor tone and content, producing a well-formed textual reference suitable for job applications, academic recommendations, or other formal endorsements.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "refereeName",
+ "type": "string",
+ "description": "Full name of the person writing the reference letter.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "refereePosition",
+ "type": "string",
+ "description": "Job position or title of the referee to add credibility (optional).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "refereeOrganization",
+ "type": "string",
+ "description": "Organization or company the referee is associated with.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "candidateName",
+ "type": "string",
+ "description": "Full name of the person being recommended or referenced.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "relationship",
+ "type": "string",
+ "description": "Description of the relationship between referee and candidate (e.g., supervisor, professor).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "referencePurpose",
+ "type": "string",
+ "description": "Purpose of the reference letter (e.g., job application, academic program).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyQualities",
+ "type": "array",
+ "description": "Array of key qualities, skills, or achievements of the candidate to emphasize.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the letter (e.g., formal, enthusiastic, neutral).",
+ "required": false,
+ "defaultValue": "formal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated reference letter text as a string with formatted paragraphs."
+ },
+ "aiAgent": {
+ "useCase": "When an AI agent needs to assist users in generating tailored reference or recommendation letters quickly by structuring relevant input details about the candidate and referee. Useful in HR, academic, or professional settings.",
+ "limitations": "Cannot verify factual accuracy or authenticity; does not generate legal or notarized documents; limited to text generation and does not customize formatting beyond paragraph structure.",
+ "examples": [
+ "Generate a job reference letter for an employee named John Doe from his supervisor Jane Smith to support a software engineering position.",
+ "Create an academic recommendation letter for a student applying to a graduate program highlighting leadership and research skills."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "referenceLetter",
+ "recommendation",
+ "testimonial",
+ "professionalWriting",
+ "HR",
+ "academic"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"refereeName\":\"Jane Smith\",\"refereePosition\":\"Senior Manager\",\"refereeOrganization\":\"Tech Innovations Ltd.\",\"candidateName\":\"John Doe\",\"relationship\":\"direct supervisor for 3 years\",\"referencePurpose\":\"job application for software engineer role\",\"keyQualities\":[\"strong coding skills\",\"team leadership\",\"problem solving\"],\"tone\":\"formal\"}",
+ "description": "Generate a formal reference letter from a supervisor for a candidate applying for a software engineer position."
+ },
+ {
+ "inputJson": "{\"refereeName\":\"Dr. Alice Johnson\",\"refereePosition\":\"Professor of Chemistry\",\"refereeOrganization\":\"State University\",\"candidateName\":\"Mary Lee\",\"relationship\":\"thesis advisor\",\"referencePurpose\":\"graduate school admission\",\"keyQualities\":[\"research skills\",\"academic excellence\",\"critical thinking\"],\"tone\":\"enthusiastic\"}",
+ "description": "Create an enthusiastic academic recommendation letter for a student applying to graduate school."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateParagraph",
+ "description": "Generates a marketing or promotional paragraph based on provided product or service details, target audience, tone, and key features. The tool processes input parameters to produce a coherent, persuasive paragraph tailored to specified style and purpose, suitable for use in advertisements, websites, or brochures.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service to feature in the paragraph.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience or customer persona for whom the paragraph is intended.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of main features or benefits to highlight in the paragraph.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone or style of writing (e.g., enthusiastic, formal, friendly).",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "paragraphLength",
+ "type": "number",
+ "description": "Approximate length of paragraph in sentences (1 to 5).",
+ "required": false,
+ "defaultValue": "3"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing paragraph as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when the goal is to create compelling, customized marketing paragraphs for products or services based on input features and audience characteristics. Ideal to quickly generate promotional text in various tones for websites, brochures, or ads.",
+ "limitations": "Cannot verify factual accuracy of features nor replace in-depth copywriting strategies requiring market research or brand voice guidelines.",
+ "examples": [
+ "Generate a friendly paragraph highlighting eco-friendly features of a reusable water bottle for health-conscious adults.",
+ "Create a formal paragraph describing the benefits of an enterprise software for IT managers.",
+ "Write an enthusiastic short paragraph promoting a new smartphone to young tech-savvy consumers."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "content generation",
+ "promotional text",
+ "advertising"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoSipper Reusable Water Bottle\",\"targetAudience\":\"health-conscious adults who care about the environment\",\"keyFeatures\":[\"leak-proof lid\",\"made from recycled materials\",\"keeps drinks cold for 24 hours\"],\"tone\":\"friendly\",\"paragraphLength\":3}",
+ "description": "Generate a friendly marketing paragraph for an eco-friendly water bottle targeting health-conscious adults."
+ },
+ {
+ "inputJson": "{\"productName\":\"SecureIT Enterprise Software\",\"targetAudience\":\"IT managers in large corporations\",\"keyFeatures\":[\"real-time threat monitoring\",\"compliance reporting\",\"easy integration with existing systems\"],\"tone\":\"formal\",\"paragraphLength\":4}",
+ "description": "Create a formal promotional paragraph for an IT security software aimed at enterprise IT managers."
+ },
+ {
+ "inputJson": "{\"productName\":\"XPhone Ultra 2024\",\"targetAudience\":\"young tech-savvy consumers\",\"keyFeatures\":[\"120MP camera\",\"5G connectivity\",\"ultra-fast processor\"],\"tone\":\"enthusiastic\",\"paragraphLength\":2}",
+ "description": "Write an enthusiastic short paragraph promoting a new smartphone to young consumers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateQuote",
+ "description": "Generates creative and compelling marketing quotes based on input themes, tones, and target audiences. Accepts keywords or topics and optional stylistic preferences, then produces a ready-to-use promotional quote string tailored for advertising or social media campaigns.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "The main subject or theme the quote should be about, e.g., innovation, customer service, health.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the quote, such as inspirational, humorous, professional, or casual.",
+ "required": false,
+ "defaultValue": "inspirational"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The demographic or group the quote is intended to resonate with, e.g., millennials, entrepreneurs, fitness enthusiasts.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "The preferred maximum length of the quote in characters, to fit different platforms.",
+ "required": false,
+ "defaultValue": "140"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a subtle call to action in the quote.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing quote text."
+ },
+ "aiAgent": {
+ "useCase": "This tool should be used when an AI agent needs to generate short, effective marketing or promotional quotes tailored to specific themes and audiences, suitable for use in advertisements, social media posts, or branding materials. It streamlines quote creation ensuring engagement and relevance.",
+ "limitations": "The tool cannot generate highly specialized domain-specific quotes without general context; it may not perfectly match niche jargon or guaranteed trademarked slogans.",
+ "examples": [
+ "Generate an inspirational quote about sustainability for eco-conscious consumers.",
+ "Create a humorous quote about coffee targeting office workers.",
+ "Produce a concise professional quote promoting teamwork for a corporate newsletter."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "quote generation",
+ "advertising",
+ "social media",
+ "branding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"theme\":\"innovation\",\"tone\":\"inspirational\",\"targetAudience\":\"entrepreneurs\",\"length\":120,\"includeCallToAction\":true}",
+ "description": "Generate an inspirational innovation quote with a call to action for entrepreneurs."
+ },
+ {
+ "inputJson": "{\"theme\":\"fitness\",\"tone\":\"motivational\",\"targetAudience\":\"fitness enthusiasts\",\"length\":100,\"includeCallToAction\":false}",
+ "description": "Generate a motivational fitness quote for fitness enthusiasts without call to action."
+ },
+ {
+ "inputJson": "{\"theme\":\"customer service\",\"tone\":\"professional\",\"targetAudience\":\"business owners\",\"length\":140,\"includeCallToAction\":true}",
+ "description": "Create a professional customer service quote for business owners including a call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateConversion",
+ "description": "Generates persuasive, conversion-focused marketing copy based on provided product or service details, target audience characteristics, desired call-to-action, and optional tone or style preferences. Processes inputs to produce effective text aiming to improve reader engagement and drive measurable conversion actions.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productOrServiceDescription",
+ "type": "string",
+ "description": "Detailed description of the product or service to promote, including key features and benefits.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience including demographics, interests, and pain points.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Desired action you want readers to take after reading the copy, e.g., sign up, buy now, request a demo.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "toneStyle",
+ "type": "string",
+ "description": "Optional tone or style for the copy such as friendly, professional, urgent, or enthusiastic.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate length in words of the generated copy. Defaults to 100 words if not specified.",
+ "required": false,
+ "defaultValue": "100"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated conversion copy as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create compelling, persuasive marketing text aimed at converting readers into customers or leads based on structured inputs describing the offer and audience. It helps generate custom sales copy for websites, ads, emails, or social media posts tailored to specific marketing goals.",
+ "limitations": "Cannot guarantee actual conversion performance as effectiveness depends on real-world testing and market variables. Generated copy may require human review for compliance, brand alignment, and nuance.",
+ "examples": [
+ "Generate a promotional paragraph for a new fitness app targeting busy professionals encouraging them to sign up for a free trial.",
+ "Create a Facebook ad copy for an eco-friendly cleaning product aimed at environmentally conscious millennials to buy now.",
+ "Draft an email invite for a webinar about cloud security targeting IT managers with a professional tone and urging registration."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "conversion",
+ "advertising",
+ "content generation",
+ "sales",
+ "AI writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productOrServiceDescription\":\"A productivity app that streamlines task management with AI reminders and collaboration features.\",\"targetAudience\":\"Young professionals aged 25-35 who struggle with managing multiple projects.\",\"callToAction\":\"Download the app today and get a 7-day free trial.\",\"toneStyle\":\"motivational\",\"length\":120}",
+ "description": "Generate motivational copy for a productivity app targeting young professionals encouraging download and free trial."
+ },
+ {
+ "inputJson": "{\"productOrServiceDescription\":\"Organic skincare line made from all-natural ingredients suitable for sensitive skin.\",\"targetAudience\":\"Health-conscious women aged 30-50 looking for gentle, eco-friendly skincare.\",\"callToAction\":\"Shop now and enjoy a 20% discount.\",\"toneStyle\":\"friendly\",\"length\":90}",
+ "description": "Generate friendly and appealing ad copy for organic skincare aimed at health-conscious women to drive immediate sales."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Conversion",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateText",
+ "description": "Generates marketing and promotional text content based on input parameters such as target audience, product description, tone, and desired text length. It processes input details to create tailored and engaging copy suitable for advertising, websites, or social media posts.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "A detailed description of the product or service to be promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended audience or customer segment for the text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone or style of the text (e.g., casual, professional, persuasive).",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "textLength",
+ "type": "number",
+ "description": "Approximate length of the generated text in words.",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Optional call to action phrase or sentence to include at the end of the text.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing text content."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce clear, persuasive, and tailored marketing copy for digital or print media based on specific product details and audience characteristics. This helps automate content creation for campaigns, websites, or social posts efficiently.",
+ "limitations": "The tool cannot generate factual data or guarantee marketing effectiveness. It may not be suitable for highly technical or regulated industries without further expert review.",
+ "examples": [
+ "Generate a promotional paragraph for a new eco-friendly water bottle targeting health-conscious millennials with a casual tone.",
+ "Create a professional product description for an enterprise software solution aimed at IT managers, about 150 words.",
+ "Write a short ad copy for a summer sale on fashion shoes including a call to action to visit the store."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "text generation",
+ "advertising",
+ "content creation",
+ "promotional text"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productDescription\":\"A smartwatch with heart rate monitor, sleep tracking, and GPS.\",\"targetAudience\":\"fitness enthusiasts\",\"tone\":\"motivational\",\"textLength\":120,\"callToAction\":\"Order yours today to stay fit!\"}",
+ "description": "Generate motivational marketing text for a fitness smartwatch targeting fitness enthusiasts."
+ },
+ {
+ "inputJson": "{\"productDescription\":\"Online course teaching beginner guitar skills.\",\"targetAudience\":\"adults wanting to learn guitar\",\"tone\":\"friendly\",\"textLength\":80,\"callToAction\":\"Sign up now!\"}",
+ "description": "Create a friendly promotional text for a beginner guitar course targeting adult learners."
+ },
+ {
+ "inputJson": "{\"productDescription\":\"Luxury skincare cream with natural ingredients.\",\"targetAudience\":\"women aged 30-50\",\"tone\":\"professional\",\"textLength\":150,\"callToAction\":\"Experience radiant skin today.\"}",
+ "description": "Produce a professional product description for luxury skincare cream targeting mature women."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateSentence",
+ "description": "Generates a single marketing or promotional sentence based on the given product or service description, target audience, tone, and optional keywords. It processes the input to produce a persuasive and engaging sentence tailored for advertising or content marketing purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "A brief description of the product or service being promoted, providing key features or benefits.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The specific demographic or customer segment that the sentence should appeal to, e.g., young professionals, tech enthusiasts.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the sentence, such as friendly, professional, casual, or persuasive.",
+ "required": false,
+ "defaultValue": "persuasive"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "An optional list of keywords to incorporate into the sentence for SEO or emphasis.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing or promotional sentence as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to produce a concise and compelling marketing sentence tailored to a product or service description, targeting a specific audience or tone. Ideal for creating taglines, ads, or promotional snippets requiring persuasive language.",
+ "limitations": "This tool generates only a single sentence and may not create complex copy or multi-sentence content. It cannot guarantee brand compliance or legal approval, and results should be reviewed before use in official materials.",
+ "examples": [
+ "Generate a promotional sentence for a new eco-friendly water bottle targeting environmentally conscious consumers.",
+ "Create a friendly and casual marketing sentence for a mobile app that helps organize tasks.",
+ "Produce a professional tone sentence advertising cloud storage services using keywords 'secure' and 'reliable'."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "generate",
+ "sentence",
+ "promotion",
+ "advertising",
+ "content"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productDescription\":\"A smartwatch with heart rate monitoring, GPS, and long battery life.\",\"targetAudience\":\"fitness enthusiasts\",\"tone\":\"motivational\",\"keywords\":[\"smartwatch\",\"fitness\"]}",
+ "description": "Generate a motivational marketing sentence for a smartwatch targeting fitness enthusiasts, focusing on key features."
+ },
+ {
+ "inputJson": "{\"productDescription\":\"An online platform that connects freelance graphic designers with clients worldwide.\",\"targetAudience\":\"freelancers\",\"tone\":\"professional\",\"keywords\":[\"design\",\"freelance\"]}",
+ "description": "Create a professional promotional sentence advertising an online platform for freelance graphic designers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateLink",
+ "description": "Generates a marketing-friendly hyperlink text and URL based on the product or campaign details provided. Accepts product name, target URL, and optional call-to-action phrase, then produces a concise, persuasive clickable link text paired with the URL, optimized for promotional content.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service to be promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetUrl",
+ "type": "string",
+ "description": "The URL the link should point to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Optional call-to-action phrase to include in the link text (e.g., 'Buy Now', 'Learn More').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated link text to ensure it fits display constraints.",
+ "required": false,
+ "defaultValue": "50"
+ },
+ {
+ "name": "includeDiscount",
+ "type": "boolean",
+ "description": "Whether to include mention of a discount or special offer if applicable.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing 'linkText' for the clickable copy and the 'url' it points to."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create concise, effective promotional links for marketing copy, website banners, social media posts, or email campaigns. It helps generate persuasive clickable text that aligns with the product's branding and call to action while pairing it with the correct URL.",
+ "limitations": "Cannot verify the validity or accessibility of the URL provided; does not generate URLs, only uses given ones. Does not create graphics or track clicks.",
+ "examples": [
+ "Generate a link for the new winter jacket product page with a \"Shop Now\" call-to-action.",
+ "Create a promotional link for a summer sale with discount mention included.",
+ "Generate a short link text for a handheld gadget with default settings."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "link generation",
+ "marketing",
+ "promotions",
+ "call to action"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoSmart Water Bottle\",\"targetUrl\":\"https://example.com/ecosmart-bottle\",\"callToAction\":\"Buy Now\",\"maxLength\":40,\"includeDiscount\":false}",
+ "description": "Generate a marketing link for the EcoSmart Water Bottle with a 'Buy Now' call-to-action."
+ },
+ {
+ "inputJson": "{\"productName\":\"Summer Sale 2024\",\"targetUrl\":\"https://example.com/summer-sale\",\"callToAction\":\"Shop the Sale\",\"maxLength\":60,\"includeDiscount\":true}",
+ "description": "Generate a promotional link text including discount mention for Summer Sale 2024."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateWord",
+ "description": "Generates a marketing or promotional word based on input criteria such as desired tone, word length, and keyword focus. Accepts optional parameters to tailor the output word to specific campaign needs, producing a single word suitable for use in advertising copy or branding.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone or style of the word to generate, e.g., 'friendly', 'luxury', or 'energetic'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywordFocus",
+ "type": "string",
+ "description": "A keyword or theme to guide the word generation, helping make it relevant to the product or campaign.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated word in characters, useful for concise branding.",
+ "required": false,
+ "defaultValue": "15"
+ },
+ {
+ "name": "startLetter",
+ "type": "string",
+ "description": "Optional specific starting letter for the generated word to match branding guidelines.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSuffix",
+ "type": "boolean",
+ "description": "Whether to include common suffixes to make the word sound more product-like or brandable.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated word string under 'word' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need a single catchy or thematic word for marketing, advertising, branding, or promotional content. It is helpful for creating evocative product names, slogans, or buzzwords tailored to a campaign's tone and focus.",
+ "limitations": "This tool generates individual words only, not phrases or complete sentences. It does not guarantee trademark safety or popularity and should be used as a creative aid, not a definitive final naming solution.",
+ "examples": [
+ "Generate a luxury-sounding word related to 'time'",
+ "Create a short, energetic word starting with 'S'",
+ "Provide a friendly word under 10 characters focusing on 'health'"
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "generate",
+ "marketing",
+ "branding",
+ "advertising",
+ "word",
+ "creative"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"tone\":\"luxury\",\"keywordFocus\":\"time\",\"maxLength\":12}",
+ "description": "Generate a luxury-themed word related to 'time' under 12 characters."
+ },
+ {
+ "inputJson": "{\"tone\":\"energetic\",\"startLetter\":\"S\",\"includeSuffix\":true}",
+ "description": "Create an energetic word starting with S and possibly with a suffix."
+ },
+ {
+ "inputJson": "{\"tone\":\"friendly\",\"keywordFocus\":\"health\",\"maxLength\":10}",
+ "description": "Generate a friendly word under 10 characters focusing on health."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateAnomaly",
+ "description": "Generates compelling marketing copy that highlights detected anomalies or unexpected insights from analytics data. Accepts raw anomaly descriptions or data summary as input and produces persuasive text focused on the anomaly's impact and significance to engage stakeholders or customers.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "anomalySummary",
+ "type": "string",
+ "description": "A brief summary or description of the detected anomaly in analytic data to be highlighted in the copy.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the marketing copy, e.g., professional, urgent, optimistic, cautionary.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience for the copy, for tailoring language and focus.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "An optional call to action phrase to include in the copy, e.g., 'Contact us for details.'",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length (in words) of the generated copy to ensure conciseness.",
+ "required": false,
+ "defaultValue": "150"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing copy as a string under the 'copyText' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when there is a need to communicate detected anomalies or unusual patterns found in analytics data through marketing or promotional text to stakeholders, clients, or users. It helps in framing technical findings into engaging, persuasive narratives that highlight urgency, opportunity, or concern.",
+ "limitations": "This tool cannot analyze raw data or detect anomalies itself; it relies on provided descriptions or summaries. It also may not perfectly capture domain-specific nuances without sufficient context in input.",
+ "examples": [
+ "Generate a professional announcement copy about a sudden spike in sales in a particular region.",
+ "Create urgent marketing text highlighting an anomaly in system performance metrics to notify customers.",
+ "Produce optimistic copy focused on an unexpected increase in user engagement detected last month."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "anomaly",
+ "analytics",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"anomalySummary\":\"Our latest analytics detected a 230% increase in website traffic from the Asia-Pacific region last quarter.\",\"tone\":\"optimistic\",\"targetAudience\":\"marketing team\",\"callToAction\":\"Let's leverage this growth opportunity.\",\"maxLength\":120}",
+ "description": "Generate optimistic marketing copy highlighting a large increase in website traffic for the marketing team with a call to action."
+ },
+ {
+ "inputJson": "{\"anomalySummary\":\"An unexpected drop of 40% in conversion rates was observed during the last two weeks.\",\"tone\":\"cautionary\",\"targetAudience\":\"executive stakeholders\",\"callToAction\":\"Investigate immediately.\",\"maxLength\":100}",
+ "description": "Create cautionary marketing text warning executive stakeholders about a significant drop in conversion rates with a prompt to act."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Anomaly",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateEvent",
+ "description": "Generates persuasive and engaging marketing event copy tailored for analytics products or platforms. Accepts event details such as event name, purpose, target audience, date/time, and key highlights. Produces professionally written promotional text suitable for advertising, emails, or social media posts to drive attendance and engagement.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "eventName",
+ "type": "string",
+ "description": "The name or title of the event to be promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventPurpose",
+ "type": "string",
+ "description": "The primary goal or theme of the event, such as a product launch or webinar topic.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for this event (e.g., data analysts, marketers).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventDate",
+ "type": "string",
+ "description": "Date and time of the event in ISO 8601 or human-readable format.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyHighlights",
+ "type": "array",
+ "description": "List of main features, speakers, or sessions that make the event attractive.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the generated copy, e.g., formal, casual, enthusiastic, or professional.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for the generated copy to fit marketing channels.",
+ "required": false,
+ "defaultValue": "300"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated event promotional copy string under the key 'eventCopy'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly create compelling, customized marketing text for analytics-related events, such as webinars, launches, or conferences, to help drive registrations and engagement without requiring manual copywriting expertise.",
+ "limitations": "Cannot replace the need for human review for compliance, branding consistency, or detailed scheduling information. May lack nuance for highly technical or niche subject matter without sufficient input detail.",
+ "examples": [
+ "Generate copy for an analytics webinar targeting marketing professionals about latest trends.",
+ "Create a promotional text for a product launch event focusing on new analytics dashboard features.",
+ "Write a social media post text for an upcoming conference on data science and analytics."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "event marketing",
+ "analytics",
+ "promotion",
+ "content generation",
+ "AI writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"eventName\":\"Analytics Trends 2024 Webinar\",\"eventPurpose\":\"Discuss latest analytics technologies and applications\",\"targetAudience\":\"Marketing professionals, data analysts\",\"eventDate\":\"2024-09-15T14:00:00Z\",\"keyHighlights\":[\"Top industry speakers\",\"Live Q&A session\",\"Exclusive demo\"],\"tone\":\"enthusiastic\",\"maxLength\":250}",
+ "description": "Generate engaging webinar promotional copy for marketing professionals."
+ },
+ {
+ "inputJson": "{\"eventName\":\"New Dashboard Launch\",\"eventPurpose\":\"Showcase new advanced analytics dashboard features\",\"targetAudience\":\"Business analysts and decision makers\",\"keyHighlights\":[\"Real-time insights\",\"Custom reports\",\"User-friendly interface\"],\"tone\":\"professional\",\"maxLength\":200}",
+ "description": "Create professional, concise product launch event copy."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Event",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateSession",
+ "description": "Generates engaging, conversion-focused marketing copy for an analytics session, based on input session data such as user behavior, session duration, interaction highlights, and key metrics. Outputs customized promotional text that highlights session value for stakeholders or marketing campaigns.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "sessionId",
+ "type": "string",
+ "description": "Unique identifier of the analytics session to generate copy for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sessionData",
+ "type": "object",
+ "description": "Object containing session metrics and interactions (e.g., duration, pageViews, userActions).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone for the copy (e.g., professional, casual, enthusiastic).",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the generated copy in words.",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended audience for the generated copy (e.g., marketers, executives, product managers).",
+ "required": false,
+ "defaultValue": "marketers"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing copy text and summary metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce compelling marketing or promotional text summarizing the key highlights and value of a user analytics session in a persuasive style tailored to a target audience. Useful for generating session-based marketing content automatically from raw analytics data.",
+ "limitations": "The tool cannot perform session data analysis or generate insights beyond the data provided; it depends entirely on the quality and completeness of input session data for meaningful copy.",
+ "examples": [
+ "Generate a promotional paragraph highlighting peak user engagement during session XYZ123.",
+ "Produce a 150-word enthusiastic summary of session data for product managers.",
+ "Create a professional summary focused on session duration and conversion actions for executives."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "analytics",
+ "session",
+ "text generation",
+ "promotional",
+ "summary"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sessionId\":\"ABC123\",\"sessionData\":{\"duration\":300,\"pageViews\":12,\"conversions\":3,\"bounceRate\":0.2},\"tone\":\"enthusiastic\",\"length\":120,\"targetAudience\":\"marketers\"}",
+ "description": "Generate a 120-word enthusiastic marketing copy summarizing session ABC123 analytics for marketers."
+ },
+ {
+ "inputJson": "{\"sessionId\":\"XYZ789\",\"sessionData\":{\"duration\":600,\"pageViews\":25,\"userActions\":[\"clicked signup\",\"downloaded brochure\"],\"conversions\":5},\"tone\":\"professional\",\"length\":100,\"targetAudience\":\"executives\"}",
+ "description": "Produce a 100-word professional summary of session XYZ789 focusing on user actions and conversions for executives."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Session",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateKPI",
+ "description": "Generates clear, concise marketing copy that highlights key performance indicators (KPIs) for a given campaign or project. Accepts KPI data such as metrics, values, and timeframe; processes this data to produce persuasive promotional text that summarizes performance and impact for reports, presentations, or marketing materials.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "kpiName",
+ "type": "string",
+ "description": "The name or title of the KPI to be highlighted, e.g., 'Conversion Rate'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "kpiValue",
+ "type": "number",
+ "description": "The numerical value of the KPI, e.g., 15.5 representing 15.5%.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "kpiUnit",
+ "type": "string",
+ "description": "The unit or measure of the KPI value, e.g., '%', 'visitors', 'revenue'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timePeriod",
+ "type": "string",
+ "description": "The timeframe for the KPI measurement, e.g., 'Q1 2024', 'last month'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The target audience for the marketing copy, e.g., 'stakeholders', 'potential clients'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the generated copy such as 'formal', 'informative', 'enthusiastic', or 'neutral'.",
+ "required": false,
+ "defaultValue": "neutral"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a string field 'marketingCopy' with the generated promotional text summarizing the KPI."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create persuasive, KPI-focused marketing copy for reports, presentations or marketing materials from raw performance data. It helps translate numerical KPIs into clear, audience-appropriate language highlighting successes or insights.",
+ "limitations": "This tool cannot generate visual KPI charts or deep data analysis. It also cannot validate KPI data accuracy or produce multi-KPI comparative reports automatically.",
+ "examples": [
+ "Generate an enthusiastic copy line emphasizing a 25% increase in customer engagement last quarter for potential clients.",
+ "Create a concise, formal summary of a 10,000 visitor milestone achieved in March 2024 for internal stakeholders.",
+ "Produce a neutral tone text describing a conversion rate of 5.8% for an online campaign without specifying the target audience."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "KPI",
+ "performance",
+ "analytics",
+ "promotional-text",
+ "business",
+ "reporting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"kpiName\":\"Customer Retention Rate\",\"kpiValue\":85,\"kpiUnit\":\"%\",\"timePeriod\":\"FY 2023\",\"targetAudience\":\"stakeholders\",\"tone\":\"formal\"}",
+ "description": "Generate formal KPI-focused marketing copy for FY 2023 customer retention rate targeting stakeholders."
+ },
+ {
+ "inputJson": "{\"kpiName\":\"Monthly Active Users\",\"kpiValue\":150000,\"kpiUnit\":\"users\",\"timePeriod\":\"last month\",\"targetAudience\":\"potential clients\",\"tone\":\"enthusiastic\"}",
+ "description": "Create enthusiastic KPI copy highlighting monthly active users for a marketing campaign aimed at potential clients."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "KPI",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateDashboard",
+ "description": "Generates persuasive marketing copy for analytics dashboards based on input data, key metrics, and target audience. Accepts dashboard context, performance highlights, and tone preferences, then produces engaging headlines, descriptions, and call-to-action text designed to showcase dashboard value and insights.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "dashboardName",
+ "type": "string",
+ "description": "The name or title of the analytics dashboard to be promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyMetrics",
+ "type": "array",
+ "description": "A list of important metrics or KPIs featured in the dashboard that should be highlighted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The primary audience or user group for the dashboard (e.g., executives, analysts).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the marketing copy, such as professional, casual, persuasive, or technical.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "A call-to-action phrase to encourage use or exploration of the dashboard.",
+ "required": false,
+ "defaultValue": "Explore the dashboard now!"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing generated marketing copy components: headline, description, and callToAction text."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create engaging marketing and promotional text specifically tailored for analytics dashboards. It is ideal for generating copy that highlights key insights and appeals to targeted professionals or decision-makers, facilitating user engagement and dashboard adoption.",
+ "limitations": "This tool cannot generate or analyze actual dashboard data or visualizations; it only produces textual marketing content based on provided input. It may not capture highly technical jargon unless specified in tone or content.",
+ "examples": [
+ "Generate marketing copy for a sales performance dashboard targeting sales managers with a persuasive tone.",
+ "Create a professional description highlighting the key KPIs of a financial analytics dashboard for executive stakeholders.",
+ "Produce a casual and engaging call-to-action for a marketing analytics dashboard encouraging exploration."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "dashboard",
+ "analytics",
+ "text generation",
+ "promotional text"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dashboardName\":\"Sales Performance Dashboard\",\"keyMetrics\":[\"Monthly Revenue\",\"Customer Acquisition Rate\",\"Conversion Rate\"],\"targetAudience\":\"Sales Managers\",\"tone\":\"persuasive\",\"callToAction\":\"Boost your sales insights today!\"}",
+ "description": "Generate persuasive marketing copy for a sales performance dashboard aimed at sales managers."
+ },
+ {
+ "inputJson": "{\"dashboardName\":\"Financial Overview Dashboard\",\"keyMetrics\":[\"Cash Flow\",\"Profit Margin\",\"Expense Ratio\"],\"targetAudience\":\"Executive Team\",\"tone\":\"professional\",\"callToAction\":\"Discover financial insights now.\"}",
+ "description": "Create professional marketing copy highlighting financial KPIs for executives."
+ },
+ {
+ "inputJson": "{\"dashboardName\":\"Marketing Trends Dashboard\",\"keyMetrics\":[\"Website Traffic\",\"Social Engagement\",\"Lead Generation\"],\"tone\":\"casual\",\"callToAction\":\"Check out the latest trends!\"}",
+ "description": "Produce casual and engaging copy for a marketing trends dashboard encouraging user engagement."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Dashboard",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateMetric",
+ "description": "Generates compelling descriptive marketing text for a specific business metric or KPI based on input data and context. Inputs include the metric name, its numeric value, target audience, and tone preference. Outputs a short copywriting snippet that highlights the metric's significance in a persuasive style for promotional or reporting purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "metricName",
+ "type": "string",
+ "description": "The name of the business metric or KPI to describe, e.g. 'conversion rate'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metricValue",
+ "type": "number",
+ "description": "The current numeric value of the metric to incorporate in the generated text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "The target audience for the text, e.g. 'investors', 'customers', 'employees'.",
+ "required": false,
+ "defaultValue": "general public"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone of the promotional text, e.g. 'formal', 'enthusiastic', 'motivational'.",
+ "required": false,
+ "defaultValue": "enthusiastic"
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "Additional context or background about the metric or business area to tailor the text.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing copy as a string under the 'text' property."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an agent needs to produce engaging marketing copy that highlights the importance or achievement of a specific business metric or KPI for communication purposes such as reports, newsletters, or sales materials. It is especially useful when numeric metrics need to be translated into easy-to-understand, persuasive text tailored for different audiences and tones.",
+ "limitations": "This tool cannot generate real-time metric data and relies on accurate input values. It does not produce visualizations or detailed analytical explanations, only concise promotional text.",
+ "examples": [
+ "Generate a motivational message for a 15% increase in monthly recurring revenue targeting company employees.",
+ "Create an enthusiastic snippet for a 98% customer satisfaction rate to be used in a marketing brochure for potential clients.",
+ "Provide a formal description of a 5% decrease in churn rate for an investor report."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "analytics",
+ "business metrics",
+ "promotional text",
+ "KPI",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"metricName\":\"conversion rate\",\"metricValue\":12.5,\"audience\":\"marketers\",\"tone\":\"enthusiastic\",\"context\":\"Q2 sales campaign performance\"}",
+ "description": "Generate an enthusiastic marketing snippet describing a 12.5% conversion rate for marketers, emphasizing Q2 campaign results."
+ },
+ {
+ "inputJson": "{\"metricName\":\"customer retention\",\"metricValue\":85,\"audience\":\"investors\",\"tone\":\"formal\",\"context\":\"year-end review\"}",
+ "description": "Create a formal copy highlighting an 85% customer retention rate for investors in year-end documents."
+ },
+ {
+ "inputJson": "{\"metricName\":\"website traffic growth\",\"metricValue\":30,\"audience\":\"general public\",\"tone\":\"motivational\",\"context\":\"social media campaign success\"}",
+ "description": "Produce a motivational text for the general public describing 30% website traffic growth attributed to social media efforts."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Metric",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateChart",
+ "description": "Generates a concise, persuasive marketing text and description for a given chart data input. Accepts chart data and chart type to produce engaging copy that highlights key insights and appeals to target audiences, suitable for promotional materials or reports.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "chartType",
+ "type": "string",
+ "description": "Type of the chart (e.g., bar, line, pie) to tailor the marketing text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "chartData",
+ "type": "object",
+ "description": "Data object representing the chart's data points, labels, or series to be summarized in the copy.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience to customize tone and focus of the marketing text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyInsights",
+ "type": "array",
+ "description": "List of main insights or takeaways from the chart to emphasize in the writing.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Preferred tone of the marketing copy, such as 'professional', 'enthusiastic', or 'informative'.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length in words for the generated marketing text to ensure appropriate size.",
+ "required": false,
+ "defaultValue": "150"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing copy text and a brief summary describing the chart's key message."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate promotional or descriptive marketing texts that effectively communicate the value, insights, or appeal of data presented as charts. It is handy for content creators, marketers, or analysts preparing reports, presentations, or advertisements that require engaging copy tailored around a data visualization.",
+ "limitations": "Cannot create visual charts or handle raw data visualization; focuses on generating textual descriptions and marketing-oriented narratives based on the provided chart data and summary input.",
+ "examples": [
+ "Generate a marketing paragraph summarizing a sales growth line chart targeting investors.",
+ "Create an engaging description for a pie chart showing market share for a product launch flyer.",
+ "Produce a concise copy highlighting key insights from a bar chart comparing quarterly revenues."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "chart",
+ "data visualization",
+ "content generation",
+ "promotion"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"chartType\":\"bar\",\"chartData\":{\"labels\":[\"Q1\",\"Q2\",\"Q3\",\"Q4\"],\"values\":[15000,18000,22000,25000]},\"targetAudience\":\"business executives\",\"keyInsights\":[\"steady revenue growth each quarter\",\"strong Q4 performance\"],\"tone\":\"professional\",\"maxLength\":120}",
+ "description": "Generate a professional marketing copy for a bar chart showing quarterly revenue growth aimed at business executives."
+ },
+ {
+ "inputJson": "{\"chartType\":\"pie\",\"chartData\":{\"segments\":[\"Product A\",\"Product B\",\"Product C\"],\"percentages\":[45,30,25]},\"targetAudience\":\"marketing team\",\"tone\":\"enthusiastic\"}",
+ "description": "Create an enthusiastic promotional description for a pie chart displaying product market shares for the marketing team."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Chart",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateTrend",
+ "description": "Generates a concise and engaging marketing trend report based on input industry keywords and recent market data. The tool accepts keywords and optional date range to analyze relevant current trends, then produces summarized trend insights and recommended copy points for promotional content.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "industryKeywords",
+ "type": "array",
+ "description": "A list of keywords related to the industry or market to analyze for trends.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "Optional start date (YYYY-MM-DD) to filter trend data from.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "Optional end date (YYYY-MM-DD) to filter trend data up to.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxTrendCount",
+ "type": "number",
+ "description": "Maximum number of top trends to include in the output (1-10).",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "includeCopySuggestions",
+ "type": "boolean",
+ "description": "Whether to include suggested marketing copy points based on trends.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing an array of trend summaries with title, description, and optional copy suggestions."
+ },
+ "aiAgent": {
+ "useCase": "Useful for marketers, content creators, and product managers to quickly generate insightful summaries of the latest market or industry trends based on custom keywords and recent data. Enables crafting timely promotional copy grounded in relevant trend analysis.",
+ "limitations": "Does not replace detailed market research or proprietary data analysis; relies on publicly available or input data and may not reflect all niche or highly specialized trends.",
+ "examples": [
+ "Generate marketing trend insights for renewable energy industry keywords from last 6 months including copy suggestions.",
+ "Get top 3 trend summaries for e-commerce related keywords without copy suggestions.",
+ "Provide trend analysis for health tech sector keywords from 2023-01-01 to 2023-06-30 with copy suggestions."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "trend analysis",
+ "content generation",
+ "promotional text",
+ "analytics",
+ "market trends"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"industryKeywords\":[\"renewable energy\",\"solar power\",\"wind energy\"],\"startDate\":\"2023-01-01\",\"endDate\":\"2023-06-30\",\"maxTrendCount\":4,\"includeCopySuggestions\":true}",
+ "description": "Generate a trend report with copy suggestions for renewable energy industry in first half of 2023."
+ },
+ {
+ "inputJson": "{\"industryKeywords\":[\"e-commerce\",\"online shopping\"],\"maxTrendCount\":3,\"includeCopySuggestions\":false}",
+ "description": "Generate top 3 trends for e-commerce keywords with no copy suggestions, using recent data."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Trend",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateForecast",
+ "description": "Generates a business forecast marketing text based on input data such as market trends, sales figures, and growth projections. Processes numerical and contextual inputs to produce engaging promotional copy that highlights anticipated business performance and future opportunities.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "industry",
+ "type": "string",
+ "description": "The industry or market sector the forecast is about (e.g., technology, retail).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeFrame",
+ "type": "string",
+ "description": "The forecast period, e.g., next quarter, fiscal year, or next 5 years.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyMetrics",
+ "type": "object",
+ "description": "An object containing key numerical metrics like projected sales, growth rate, and market share percentages.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The primary audience for the forecast text, e.g., investors, customers, or internal stakeholders.",
+ "required": false,
+ "defaultValue": "investors"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone of the generated copy, e.g., optimistic, cautious, or neutral.",
+ "required": false,
+ "defaultValue": "optimistic"
+ },
+ {
+ "name": "includeChallenges",
+ "type": "boolean",
+ "description": "Whether to include potential challenges or risks in the forecast copy.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing generated marketing forecast text under the 'forecastText' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to create promotional business forecast content tailored for specific industries and timeframes based on quantitative projections and market insights. Ideal for generating investor relations materials, marketing campaigns, or strategic presentations highlighting expected growth and opportunities.",
+ "limitations": "This tool does not perform actual market analysis or validate data accuracy; it only generates marketing copy based on provided inputs. It cannot replace detailed financial modeling or expert forecasts.",
+ "examples": [
+ "Generate an optimistic 1-year sales forecast text for the retail industry targeting customers.",
+ "Create a cautious growth forecast for the tech sector addressing investors including potential market risks.",
+ "Produce a neutral 5-year market share projection summary for internal stakeholders without mentioning challenges."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "business",
+ "marketing",
+ "forecast",
+ "sales",
+ "growth",
+ "promotional",
+ "writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"industry\":\"technology\",\"timeFrame\":\"next fiscal year\",\"keyMetrics\":{\"projectedSales\":\"150 million USD\",\"growthRate\":\"12%\",\"marketShare\":\"5%\"},\"targetAudience\":\"investors\",\"tone\":\"optimistic\",\"includeChallenges\":false}",
+ "description": "Generate an optimistic forecast text for the technology sector's next fiscal year focusing on sales and growth projections for investors."
+ },
+ {
+ "inputJson": "{\"industry\":\"retail\",\"timeFrame\":\"next quarter\",\"keyMetrics\":{\"projectedSales\":\"50 million USD\",\"growthRate\":\"3%\",\"marketShare\":\"10%\"},\"targetAudience\":\"customers\",\"tone\":\"cautious\",\"includeChallenges\":true}",
+ "description": "Create a cautious next quarter sales forecast for the retail industry targeting customers, including potential challenges."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Forecast",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateGraph",
+ "description": "Generates a customized, publication-ready graph image to illustrate marketing or promotional content. Accepts structured data points, graph type, and styling preferences, then produces a visual graph (e.g., bar, line, pie) tailored for inclusion in marketing materials or presentations.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "dataPoints",
+ "type": "array",
+ "description": "An array of data objects representing points or categories to plot, each with label and numeric value.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "graphType",
+ "type": "string",
+ "description": "Type of graph to generate, such as 'bar', 'line', or 'pie'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title text to display on the graph.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "colorScheme",
+ "type": "string",
+ "description": "Color palette to apply for graph elements, e.g., 'vibrant', 'pastel', or hex codes.",
+ "required": false,
+ "defaultValue": "vibrant"
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the graph image in pixels.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the graph image in pixels.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "includeLegend",
+ "type": "boolean",
+ "description": "Whether to include a legend explaining the graph data series.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "xAxisLabel",
+ "type": "string",
+ "description": "Label text for the x-axis, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "yAxisLabel",
+ "type": "string",
+ "description": "Label text for the y-axis, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a Base64 encoded image string of the generated graph and metadata including image format and dimensions."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create a clear, visually appealing graph that supports marketing or promotional copy, enhancing presentations, social media posts, or reports with data visualization tailored for a marketing context.",
+ "limitations": "Does not perform data analysis or generate textual copy; inputs must be clean and numeric. Limited to common graph types; complex interactive or 3D graphs are not supported.",
+ "examples": [
+ "Generate a bar chart visualizing quarterly sales to embed in a promotional newsletter.",
+ "Create a pie chart showing market share percentages for a presentation slide.",
+ "Produce a line graph tracking customer acquisition growth for social media marketing content."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "graph",
+ "visualization",
+ "marketing",
+ "promotional",
+ "media",
+ "data-visualization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataPoints\":[{\"label\":\"Q1\",\"value\":15000},{\"label\":\"Q2\",\"value\":20000},{\"label\":\"Q3\",\"value\":18000},{\"label\":\"Q4\",\"value\":22000}],\"graphType\":\"bar\",\"title\":\"Quarterly Sales 2023\",\"colorScheme\":\"vibrant\",\"width\":800,\"height\":600,\"includeLegend\":true,\"xAxisLabel\":\"Quarter\",\"yAxisLabel\":\"Revenue ($)\"}",
+ "description": "Generate a vibrant bar graph displaying quarterly sales for 2023 to use in marketing materials."
+ },
+ {
+ "inputJson": "{\"dataPoints\":[{\"label\":\"Brand A\",\"value\":40},{\"label\":\"Brand B\",\"value\":35},{\"label\":\"Brand C\",\"value\":25}],\"graphType\":\"pie\",\"title\":\"Market Share Distribution\",\"colorScheme\":\"pastel\",\"width\":600,\"height\":400,\"includeLegend\":true}",
+ "description": "Create a pastel-colored pie chart visualizing market share distribution among three brands."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Graph",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateHTML",
+ "description": "Generates marketing or promotional HTML content based on input text, style preferences, and target audience. Accepts plain text or bullet points, processes copywriting best practices, and outputs formatted HTML code ready for web or email use.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "content",
+ "type": "string",
+ "description": "The main marketing or promotional text content to be converted into HTML.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired writing tone for the content, such as 'formal', 'casual', 'energetic', or 'persuasive'.",
+ "required": false,
+ "defaultValue": "persuasive"
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Description of the target audience to tailor the copy, e.g., 'tech-savvy millennials', 'business executives', or 'retail customers'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeCTA",
+ "type": "boolean",
+ "description": "Whether to include a call-to-action button or link in the generated HTML.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "ctaText",
+ "type": "string",
+ "description": "Text to display on the call-to-action button or link if includeCTA is true.",
+ "required": false,
+ "defaultValue": "Learn More"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for the generated HTML content to ensure brevity or fit constraints.",
+ "required": false,
+ "defaultValue": "500"
+ },
+ {
+ "name": "stylePreset",
+ "type": "string",
+ "description": "Optional style preset for the HTML output like 'modern', 'minimalist', or 'classic' to influence formatting and colors.",
+ "required": false,
+ "defaultValue": "modern"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated HTML string with marketing copy formatted according to provided parameters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to rapidly create engaging, formatted marketing HTML content from plain text input that is tailored in tone and style for specific audiences and includes call-to-action elements for web or email campaigns.",
+ "limitations": "Cannot generate images or multimedia elements; does not validate HTML for all email clients or browsers; style customization is limited to presets and simple formatting.",
+ "examples": [
+ "Generate persuasive product launch HTML for tech-savvy millennials including a call-to-action button.",
+ "Create short, formal promotional email HTML without call-to-action link.",
+ "Produce minimalist styled marketing HTML targeting business executives with custom call-to-action text."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "HTML",
+ "marketing",
+ "promotion",
+ "email",
+ "webcontent",
+ "call-to-action"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"content\":\"Introducing our latest smartwatch with advanced health tracking features.\",\"tone\":\"persuasive\",\"audience\":\"tech-savvy millennials\",\"includeCTA\":true,\"ctaText\":\"Buy Now\",\"maxLength\":400,\"stylePreset\":\"modern\"}",
+ "description": "Generate a modern styled promotional HTML snippet for a smartwatch aimed at tech-savvy millennials with a persuasive tone and a 'Buy Now' button."
+ },
+ {
+ "inputJson": "{\"content\":\"End of season clearance sale up to 50% off.\",\"tone\":\"formal\",\"audience\":\"retail customers\",\"includeCTA\":false,\"maxLength\":250,\"stylePreset\":\"classic\"}",
+ "description": "Create formal, classic style HTML for a clearance sale announcement targeting retail customers without a call-to-action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "HTML",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateDiagram",
+ "description": "Generates marketing and promotional diagrams based on provided text descriptions or concepts. Accepts textual inputs outlining key messages, target audiences, and diagram style preferences. Processes these inputs to create visually structured diagram concepts ideal for marketing materials, outputting a diagram in SVG or PNG format alongside a textual summary of key design elements.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "conceptDescription",
+ "type": "string",
+ "description": "A detailed textual description of the concept or marketing message to visualize in the diagram.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended audience for the marketing diagram, influencing style and language.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "diagramStyle",
+ "type": "string",
+ "description": "Preferred style for the diagram, such as flowchart, mind map, infographic, or organizational chart.",
+ "required": false,
+ "defaultValue": "flowchart"
+ },
+ {
+ "name": "colorScheme",
+ "type": "string",
+ "description": "Color scheme preference for the diagram, e.g., 'corporate', 'vibrant', or hex color codes.",
+ "required": false,
+ "defaultValue": "corporate"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output image format: 'svg' or 'png'.",
+ "required": false,
+ "defaultValue": "svg"
+ },
+ {
+ "name": "includeKeyPoints",
+ "type": "boolean",
+ "description": "Whether to include textual key points extracted from the concept in the diagram.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated diagram image encoded as a base64 string and a text summary of key diagram components."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create visually engaging marketing diagrams or infographics that illustrate key messages or concepts from textual descriptions. It helps automate the generation of promotional media assets suited for presentations, social media, or campaign materials.",
+ "limitations": "Cannot produce highly customized or artistic diagram visuals equivalent to professional graphic design software. Complexity of input concepts affects clarity and coherence of the generated diagram. Output is limited to simple diagram styles.",
+ "examples": [
+ "Generate a mind map diagram for a new product launch targeting tech-savvy millennials.",
+ "Create a flowchart illustrating the customer journey for an online subscription service.",
+ "Produce an infographic style diagram summarizing the benefits of a health supplement for busy professionals."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "diagram",
+ "marketing",
+ "visualization",
+ "infographic",
+ "generate"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"conceptDescription\":\"A flowchart showing the steps of subscribing to our premium service: sign up, select plan, payment, confirmation, start using.\",\"targetAudience\":\"young professionals\",\"diagramStyle\":\"flowchart\",\"colorScheme\":\"corporate\",\"outputFormat\":\"svg\",\"includeKeyPoints\":true}",
+ "description": "Generate a corporate style flowchart diagram visualizing the subscription steps for a young professional audience."
+ },
+ {
+ "inputJson": "{\"conceptDescription\":\"Mind map of key features and benefits of our new eco-friendly cleaning product.\",\"diagramStyle\":\"mind map\",\"colorScheme\":\"vibrant\",\"outputFormat\":\"png\",\"includeKeyPoints\":true}",
+ "description": "Create a vibrant mind map infographic displaying features and benefits of an eco-friendly product."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Diagram",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateYAML",
+ "description": "Generates YAML-formatted marketing and promotional copy based on structured input data. Accepts a description of product features, target audience, tone, and style preferences, then produces clean, well-organized YAML output representing marketing text and metadata suitable for further processing or integration.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service to generate marketing copy for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "features",
+ "type": "array",
+ "description": "List of key product features or benefits to highlight in the marketing copy.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the marketing message, influencing tone and style.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the copy such as 'friendly', 'professional', 'casual', or 'luxury'.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Preferred writing style or format (e.g., 'concise', 'detailed', 'storytelling').",
+ "required": false,
+ "defaultValue": "concise"
+ },
+ {
+ "name": "includeMetadata",
+ "type": "boolean",
+ "description": "Whether to include metadata fields like version, lastUpdated, and author in the YAML output.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single field with the YAML string of generated marketing content and relevant metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create structured marketing or promotional copy in YAML format for integration into content management systems, chatbots, or automated marketing pipelines. It assists in converting raw product info and stylistic preferences into standardized YAML documents.",
+ "limitations": "Cannot generate uniquely creative writing beyond input parameters; dependent on quality and completeness of input data. Not suitable for generating fully formatted HTML or non-text multimedia content.",
+ "examples": [
+ "Generate marketing YAML for a new smartphone highlighting camera and battery life aimed at tech enthusiasts in a friendly tone.",
+ "Create YAML promotional copy for an eco-friendly detergent with detailed style for environmentally conscious consumers.",
+ "Produce concise YAML marketing text for a new app targeting professionals with a professional tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "yaml",
+ "marketing",
+ "promotional-text",
+ "content-generation",
+ "structured-data"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoClean Detergent\",\"features\":[\"Biodegradable formula\",\"Leaves no residue\",\"Safe for sensitive skin\"],\"targetAudience\":\"Environmentally conscious homeowners\",\"tone\":\"friendly\",\"style\":\"detailed\",\"includeMetadata\":true}",
+ "description": "Generate detailed, friendly YAML marketing copy for an eco-friendly detergent targeting environmentally conscious homeowners."
+ },
+ {
+ "inputJson": "{\"productName\":\"SnapShot Pro Camera\",\"features\":[\"48MP ultra-clear photos\",\"20 hour battery life\",\"Water-resistant design\"],\"tone\":\"professional\",\"style\":\"concise\",\"includeMetadata\":false}",
+ "description": "Create concise, professional YAML promotional copy for a high-end camera emphasizing key features."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "YAML",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateXML",
+ "description": "Generates an XML document containing marketing or promotional text structured into customizable sections. Accepts structured input data including campaign title, target audience, product details, and promotional messages. Produces a well-formed XML string organizing these elements for easy integration with marketing platforms or further processing.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "campaignTitle",
+ "type": "string",
+ "description": "Title or name of the marketing campaign to include in the XML root element attribute or tag.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience segment for personalization in the promotional text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "productDetails",
+ "type": "object",
+ "description": "Structured object containing product name, features, benefits, and pricing info to include in XML nodes.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "promotionalMessages",
+ "type": "array",
+ "description": "Array of strings representing key promotional messages or call-to-actions to embed in the XML.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en', 'fr') for the generated text content to adapt language style.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeMetadata",
+ "type": "boolean",
+ "description": "Flag indicating whether to include metadata such as date generated and author info in the XML.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single property 'xmlString' with the generated XML document as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to transform structured marketing content data into a standardized XML format that can be easily consumed by other marketing tools or content management systems. It is ideal for automating campaign content packaging or for generating consistent promotional text layouts in XML.",
+ "limitations": "This tool does not perform language translation beyond simple language style adaptation. It also does not validate marketing claims or check compliance; content quality depends entirely on input provided.",
+ "examples": [
+ "Generate XML for a new product launch campaign targeting millennials with several promotional messages.",
+ "Create XML marketing content including product descriptions and CTA for use in email templates.",
+ "Produce an XML file with metadata for a campaign personalized for a European audience."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "XML",
+ "marketing",
+ "promotionalText",
+ "contentGeneration",
+ "campaign",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignTitle\":\"Spring Sale 2024\",\"targetAudience\":\"budget-conscious young adults\",\"productDetails\":{\"name\":\"SmartWatch X\",\"features\":\"Heart rate monitor, GPS, Waterproof\",\"benefits\":\"Stay connected and track health easily\",\"price\":\"$199\"},\"promotionalMessages\":[\"Limited time offer!\",\"Buy one get one 50% off.\",\"Free shipping on orders over $50.\"],\"language\":\"en\",\"includeMetadata\":true}",
+ "description": "Generate XML structure for a spring sale marketing campaign targeting young adults including product details and promotional messages."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "XML",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateCSV",
+ "description": "Generates a CSV file containing multiple marketing copy entries based on given input prompts and parameters. Accepts input keywords, target audience descriptions, tone preferences, and desired output fields, producing a CSV formatted string with generated copy variations ready for use or further editing.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of keywords or key phrases to focus the marketing copy on.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience to tailor the tone and style accordingly.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the copy, e.g., casual, formal, persuasive.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "fields",
+ "type": "array",
+ "description": "The CSV columns to generate, e.g., headline, description, callToAction.",
+ "required": true,
+ "defaultValue": "[\"headline\",\"description\"]"
+ },
+ {
+ "name": "numEntries",
+ "type": "number",
+ "description": "Number of copy entries (rows) to generate in the CSV output.",
+ "required": false,
+ "defaultValue": "5"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single field `csvContent` with the generated CSV string of marketing copy entries."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing bulk marketing copy created in structured CSV format to facilitate campaigns, A/B testing, or integration with content management workflows. It helps generate varied text snippets tailored by keywords, audience, and tone for dynamic marketing purposes.",
+ "limitations": "It does not generate final polished copy guaranteed to convert; outputs may require review and editing. It does not support advanced formatting beyond CSV structure.",
+ "examples": [
+ "Generate 10 rows of promotional headlines and descriptions targeting young adults interested in eco-friendly products with a casual tone.",
+ "Create 5 marketing call-to-action lines and descriptions focused on a business software target audience using a formal tone.",
+ "Produce a CSV with 3 variants of product taglines and supporting descriptions based on the keywords provided."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "CSV generation",
+ "marketing",
+ "bulk content",
+ "text generation",
+ "promotional text"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"keywords\":[\"sustainable\",\"eco-friendly\",\"green\"],\"targetAudience\":\"environmentally conscious millennials\",\"tone\":\"casual\",\"fields\":[\"headline\",\"description\",\"callToAction\"],\"numEntries\":5}",
+ "description": "Generate 5 rows of eco-friendly marketing copy targeting millennials with casual tone."
+ },
+ {
+ "inputJson": "{\"keywords\":[\"B2B software\",\"productivity\",\"efficiency\"],\"targetAudience\":\"business professionals\",\"tone\":\"formal\",\"fields\":[\"headline\",\"description\"],\"numEntries\":3}",
+ "description": "Generate 3 formal marketing copy rows focused on B2B software benefits."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "CSV",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateJSON",
+ "description": "Generates structured JSON output for marketing copy based on input parameters such as product details, target audience, tone, and key selling points. Processes input to produce promotional text segments in JSON format, facilitating integration into marketing frameworks or automated content systems.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service to be marketed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "A brief description outlining the main features or purpose of the product.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Defines the primary demographic or customer segment to tailor the copy towards (e.g., young adults, businesses).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Specifies the stylistic tone of the generated copy, such as friendly, professional, or persuasive.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "keySellingPoints",
+ "type": "array",
+ "description": "An array of strings listing the main benefits or unique selling propositions to emphasize in the copy.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "The desired call-to-action phrase to include in the promotional text.",
+ "required": false,
+ "defaultValue": "Buy now"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code for generating copy (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object containing distinct sections of marketing copy such as headline, body, and call to action, structured for easy parsing and usage in applications."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to automatically generate structured promotional copy tailored to specific product details and audience characteristics in a JSON format for seamless integration into marketing platforms, websites, or apps.",
+ "limitations": "Does not generate long-form content or replace human editing for brand voice consistency; limited to concise marketing copy segments.",
+ "examples": [
+ "Generate marketing copy JSON for a new organic skincare product targeting young adults with a friendly tone.",
+ "Create structured promotional text for a B2B software service emphasizing security features in a professional tone.",
+ "Produce JSON-formatted marketing snippets including headline, description, and call to action for a mobile app launch."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "promotional-text",
+ "JSON",
+ "automation",
+ "content-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoGlow Facial Cream\",\"productDescription\":\"A natural and organic facial cream that hydrates and rejuvenates skin.\",\"targetAudience\":\"young adults\",\"tone\":\"friendly\",\"keySellingPoints\":[\"100% organic ingredients\",\"cruelty-free\",\"suitable for all skin types\"],\"callToAction\":\"Try EcoGlow today!\",\"language\":\"en\"}",
+ "description": "Generate promotional copy JSON for an organic skincare product aimed at young adults with a friendly style."
+ },
+ {
+ "inputJson": "{\"productName\":\"SecureSys Cloud Storage\",\"productDescription\":\"Enterprise-grade cloud storage with top-tier encryption and compliance certifications.\",\"targetAudience\":\"businesses\",\"tone\":\"professional\",\"keySellingPoints\":[\"AES-256 encryption\",\"GDPR compliant\",\"99.9% uptime SLA\"],\"callToAction\":\"Contact us for a demo\",\"language\":\"en\"}",
+ "description": "Create a professional marketing copy JSON structure for a cloud storage service targeting business clients."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "JSON",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateMarkdown",
+ "description": "Generates marketing and promotional content formatted in Markdown. Accepts raw text input describing the subject and key points, processes them to create well-structured and engaging Markdown output including headings, bullet points, and emphasis suited for blogs, emails, or social posts.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "The main topic or product to promote in the Markdown content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An array of key points or features to highlight within the content.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience to tailor the tone and style appropriately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "A call-to-action phrase or sentence to include in the content.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of words for the generated Markdown content.",
+ "required": false,
+ "defaultValue": "300"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated Markdown string under 'markdownContent' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to produce ready-to-use marketing or promotional text formatted in Markdown, ideal for content marketing, email campaigns, or social media posts where structured text with headings and bullet points enhances readability and engagement.",
+ "limitations": "This tool cannot verify factual accuracy of the content or tailor responses for complex legal or technical compliance. It focuses on general marketing tone and structure rather than deep brand voice consistency.",
+ "examples": [
+ "Generate a Markdown blog post for a new smartphone highlighting its battery life and camera features.",
+ "Create a promotional email in Markdown for an online course targeting young professionals.",
+ "Produce a Markdown formatted social media post announcing a seasonal sale with a clear call-to-action."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "markdown",
+ "marketing",
+ "promotional",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"subject\":\"Eco-friendly Water Bottles\",\"keyPoints\":[\"Made from recycled materials\",\"Keeps drinks cold for 24hrs\",\"BPA free and non-toxic\"],\"targetAudience\":\"Environmentally conscious consumers\",\"callToAction\":\"Order yours today!\",\"maxLength\":200}",
+ "description": "Generate a Markdown promotional post about eco-friendly water bottles highlighting key features and call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Markdown",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateDataset",
+ "description": "Generates a structured dataset of marketing copy samples based on specified themes, tones, and target audiences. Accepts parameters defining the marketing context and outputs a dataset containing varied promotional text entries suitable for training or reference.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "themes",
+ "type": "array",
+ "description": "List of marketing themes or topics for the copy samples (e.g., technology, health).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tones",
+ "type": "array",
+ "description": "Desired tones for the copywriting samples (e.g., formal, casual, persuasive).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudiences",
+ "type": "array",
+ "description": "Specified target audiences or customer segments (e.g., millennials, small business owners).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "samplesPerCombination",
+ "type": "number",
+ "description": "Number of distinct copy samples to generate per theme-tone-audience combination.",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for each copy sample.",
+ "required": false,
+ "defaultValue": "280"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing an array named 'dataset' with entries, each having 'theme', 'tone', 'audience' (if provided), and 'copyText' fields representing generated marketing copy samples."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create comprehensive datasets of marketing copy spanning multiple themes, tones, and audiences, for purposes like training AI models, generating marketing content templates, or performing copywriting style analysis. It automates generating diverse promotional text samples tailored to specific contexts.",
+ "limitations": "The tool generates synthetic marketing text samples but does not verify factual accuracy or compliance with brand guidelines. Generated content might require human review before actual marketing use. It cannot incorporate sensitive or proprietary company data not provided in inputs.",
+ "examples": [
+ "Generate 10 persuasive copies for the health and wellness theme targeting young adults.",
+ "Create dataset of casual and formal tone copies for technology products aimed at professionals.",
+ "Produce marketing text samples for eco-friendly products in enthusiastic tone without specifying an audience."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "dataset",
+ "marketing",
+ "text-generation",
+ "promotional-content",
+ "dataset-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"themes\":[\"technology\"],\"tones\":[\"formal\",\"casual\"],\"targetAudiences\":[\"professionals\"],\"samplesPerCombination\":3,\"maxLength\":200}",
+ "description": "Generate 3 formal and casual tone marketing copy samples for technology targeting professionals."
+ },
+ {
+ "inputJson": "{\"themes\":[\"health\",\"fitness\"],\"tones\":[\"persuasive\"],\"targetAudiences\":[],\"samplesPerCombination\":5,\"maxLength\":150}",
+ "description": "Generate 5 persuasive copy samples for health and fitness themes without specific audience."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Dataset",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateTest",
+ "description": "Generates realistic code test scenarios or test case descriptions based on given programming language, framework, and feature specifications. Accepts input parameters for feature description, preferred language, and testing framework, then produces structured test case text or code snippets suitable for integration in test suites.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "featureDescription",
+ "type": "string",
+ "description": "A brief description of the feature or functionality to be tested.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "Programming language in which the test code or examples should be generated (e.g., JavaScript, Python).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "testFramework",
+ "type": "string",
+ "description": "Testing framework name or style (e.g., Jest, Mocha, PyTest) that output tests should be compatible with.",
+ "required": false,
+ "defaultValue": "Jest"
+ },
+ {
+ "name": "testType",
+ "type": "string",
+ "description": "Type of test to generate, such as unit, integration, or functional.",
+ "required": false,
+ "defaultValue": "unit"
+ },
+ {
+ "name": "includeSetup",
+ "type": "boolean",
+ "description": "Whether to include test setup and teardown code snippets if applicable.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxTestCases",
+ "type": "number",
+ "description": "Maximum number of individual test cases to generate in the output.",
+ "required": false,
+ "defaultValue": "3"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing generated test code or detailed test case descriptions as a string, formatted appropriately for the specified language and framework."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate skeleton or example test code or test case descriptions for specified features in chosen languages and frameworks, to accelerate test coverage creation or to suggest test ideas.",
+ "limitations": "Cannot run or validate the correctness of generated test code; generated tests may require manual review and adaptation. Limited to popular languages and frameworks specified; may not support all edge case test types or obscure frameworks.",
+ "examples": [
+ "Generate unit tests in JavaScript using Jest for a user login feature.",
+ "Create integration test cases in Python with PyTest for a data import module.",
+ "Produce a set of functional test scenarios describing expected behavior for an e-commerce cart system."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "testing",
+ "code generation",
+ "unit test",
+ "integration test",
+ "test automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"featureDescription\":\"User authentication with email and password\",\"programmingLanguage\":\"JavaScript\",\"testFramework\":\"Jest\",\"testType\":\"unit\",\"includeSetup\":true,\"maxTestCases\":3}",
+ "description": "Generate Jest unit test code snippets for user authentication feature in JavaScript."
+ },
+ {
+ "inputJson": "{\"featureDescription\":\"Data import from CSV files\",\"programmingLanguage\":\"Python\",\"testFramework\":\"PyTest\",\"testType\":\"integration\",\"includeSetup\":false,\"maxTestCases\":2}",
+ "description": "Generate PyTest integration test cases for CSV data import in Python without setup code."
+ },
+ {
+ "inputJson": "{\"featureDescription\":\"Shopping cart adding and removing items\",\"programmingLanguage\":\"JavaScript\",\"testFramework\":\"Mocha\",\"testType\":\"functional\",\"includeSetup\":true,\"maxTestCases\":4}",
+ "description": "Generate functional test case descriptions and sample code using Mocha for shopping cart behavior."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Test",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateQuery",
+ "description": "Generates optimized marketing or advertising search queries based on a product description, target audience, and marketing goals. Accepts detailed product information and campaign context, then produces a list of tailored, high-impact search queries or keywords suitable for use in SEO or pay-per-click campaigns.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "Detailed description of the product or service to be marketed, including key features and benefits.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the ideal customer or demographic targeted by the marketing campaign.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "marketingGoal",
+ "type": "string",
+ "description": "Primary objective for the marketing campaign, such as brand awareness, lead generation, or direct sales.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "queryCount",
+ "type": "number",
+ "description": "Number of distinct search queries or keywords to generate.",
+ "required": false,
+ "defaultValue": "10"
+ },
+ {
+ "name": "includeBrandName",
+ "type": "boolean",
+ "description": "Whether to incorporate the brand name in the generated queries for branding purposes.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a list of generated search queries optimized for marketing campaigns, each including the query text and a relevance score."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when planning or optimizing digital marketing and advertising campaigns that rely on targeted search queries, such as SEO or PPC advertising. It helps to quickly generate relevant, high-impact queries tailored to a product and audience.",
+ "limitations": "Cannot guarantee actual search volume or bid cost effectiveness; it does not access live search engine data or trends, only generates queries based on provided input context.",
+ "examples": [
+ "Generate top search queries for a new eco-friendly water bottle aimed at young adults.",
+ "Create marketing search keywords to boost direct sales of a premium skincare line.",
+ "Provide branded and unbranded query suggestions for a SaaS productivity tool targeting small businesses."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "SEO",
+ "advertising",
+ "search query generation",
+ "digital marketing",
+ "PPC"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productDescription\":\"Lightweight, durable eco-friendly water bottle made from recycled materials.\",\"targetAudience\":\"Young adults aged 18-30 interested in sustainability and outdoor activities.\",\"marketingGoal\":\"Brand awareness\",\"queryCount\":5,\"includeBrandName\":false}",
+ "description": "Generate 5 SEO queries targeting young adults to raise brand awareness for eco water bottle."
+ },
+ {
+ "inputJson": "{\"productDescription\":\"Premium anti-aging skincare serum with natural ingredients.\",\"targetAudience\":\"Women aged 35-55 concerned about skin health.\",\"marketingGoal\":\"Direct sales\",\"queryCount\":8,\"includeBrandName\":true}",
+ "description": "Generate 8 branded and unbranded PPC keywords for premium skincare product aimed at middle-aged women."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Query",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateFAQ",
+ "description": "Generates a comprehensive Frequently Asked Questions (FAQ) document based on a given topic, product, or service description and list of common customer questions. The tool processes input text and optional question prompts to produce clear, concise question-and-answer pairs formatted as an FAQ section.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The overall subject or product name for which the FAQ is to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A detailed description of the product, service, or domain to contextualize the FAQ content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "commonQuestions",
+ "type": "array",
+ "description": "An optional array of specific questions customers frequently ask related to the topic, guiding the FAQ generation.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxQuestions",
+ "type": "number",
+ "description": "Maximum number of FAQ question-answer pairs to generate, capped to avoid excessive length.",
+ "required": false,
+ "defaultValue": "10"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en' for English) for the generated FAQ content.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a list of FAQ entries, each with a question and an answer string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to rapidly produce a clear, well-structured FAQ section for marketing websites, product pages, user support portals, or documentation based on concise input about a product or service and optionally typical customer questions. It helps automate content creation to improve user self-service and reduce support queries.",
+ "limitations": "The generated FAQ is only as accurate and relevant as the input description and questions provided. It may produce generic or incomplete answers if inputs lack detail. Domain-specific or highly technical FAQs might need manual review and refinement.",
+ "examples": [
+ "Generate an FAQ for a new smart fitness watch including common questions about battery life and compatibility.",
+ "Create an FAQ document for an online cloud storage service based on a product description and common user concerns about security.",
+ "Produce up to 5 FAQ entries for an eco-friendly cleaning product focusing on usage and safety."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "FAQ",
+ "content generation",
+ "marketing",
+ "customer support",
+ "documentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Smart Home Thermostat\",\"description\":\"A state-of-the-art smart thermostat that learns your schedule, saves energy, and can be controlled via mobile app.\",\"commonQuestions\":[\"How do I install the thermostat?\",\"Is it compatible with my heating system?\",\"Can it be controlled remotely?\"],\"maxQuestions\":5,\"language\":\"en\"}",
+ "description": "Generate a focused FAQ for a smart thermostat covering installation, compatibility, and remote control questions."
+ },
+ {
+ "inputJson": "{\"topic\":\"Organic Shampoo\",\"description\":\"A natural shampoo made with organic ingredients, free from sulfates and parabens, designed for sensitive scalp.\",\"commonQuestions\":[],\"maxQuestions\":3,\"language\":\"en\"}",
+ "description": "Generate a brief FAQ about an organic shampoo based on product description only, no given questions."
+ },
+ {
+ "inputJson": "{\"topic\":\"Cloud Storage Pro Plan\",\"description\":\"High-capacity cloud storage with advanced encryption and 24/7 customer support.\",\"commonQuestions\":[\"How secure is my data?\",\"What is the storage limit?\"],\"maxQuestions\":4,\"language\":\"en\"}",
+ "description": "Generate a FAQ for a cloud storage service highlighting security and storage limit questions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateReadme",
+ "description": "Generates a professional and clear README.md content for a software project. Accepts project details such as project name, description, installation instructions, usage examples, contribution guidelines, license, and outputs a well-structured markdown README file content.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the project to be included as the README title.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "A brief description of the project’s purpose and features.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "installationInstructions",
+ "type": "string",
+ "description": "Step-by-step instructions on how to install the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageExamples",
+ "type": "string",
+ "description": "Examples demonstrating how to use the project or its features.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contributionGuidelines",
+ "type": "string",
+ "description": "Guidelines for contributing to the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "licenseType",
+ "type": "string",
+ "description": "The license under which the project is released (e.g., MIT, GPL).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated README content as a markdown string under the 'readmeContent' property."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create a complete, organized README.md file for a new or existing software project. It helps automate the creation of essential documentation by combining project details into a professional markdown document, saving time and ensuring consistency.",
+ "limitations": "It cannot generate project-specific technical documentation beyond what is provided in parameters. It relies entirely on input details and does not analyze codebases to infer content.",
+ "examples": [
+ "Generate a README for an open-source JavaScript library including installation and usage.",
+ "Create a README for a tool with contribution guidelines and license.",
+ "Generate a minimal README with just project name and description."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "documentation",
+ "readme",
+ "markdown",
+ "software",
+ "project"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"AwesomeLib\",\"projectDescription\":\"A JavaScript library to simplify data visualization.\",\"installationInstructions\":\"npm install awesomelib\",\"usageExamples\":\"import { Chart } from 'awesomelib';\\nconst chart = new Chart(data);\\nchart.render();\",\"contributionGuidelines\":\"Please submit pull requests with tests.\",\"licenseType\":\"MIT\"}",
+ "description": "Generate a full README for a JS library with installation, usage, contribution, and license."
+ },
+ {
+ "inputJson": "{\"projectName\":\"MyCLI\",\"projectDescription\":\"A command-line tool for task automation.\",\"installationInstructions\":\"Download the binary from releases.\",\"usageExamples\":\"mycli --help\",\"contributionGuidelines\":\"Fork the repo and open pull requests.\",\"licenseType\":\"GPL-3.0\"}",
+ "description": "Generate README for a CLI tool including main sections."
+ },
+ {
+ "inputJson": "{\"projectName\":\"SimpleProject\",\"projectDescription\":\"A demo project to showcase example code.\"}",
+ "description": "Generate a minimal README with only project name and description."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateCode",
+ "description": "Generates ready-to-use programming code snippets or small modules based on natural language descriptions or specifications provided. Accepts parameters for desired programming language, functionality description, code style preferences, and output length constraints, producing clean example code tailored to user requirements.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "The target programming language for the generated code (e.g., Python, JavaScript).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "functionalityDescription",
+ "type": "string",
+ "description": "A detailed natural language description of the desired code functionality or behavior.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "codeStyle",
+ "type": "string",
+ "description": "Preferred coding style or conventions to follow (e.g., functional, object-oriented, compact).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLines",
+ "type": "number",
+ "description": "Maximum number of lines for the generated code snippet.",
+ "required": false,
+ "defaultValue": "50"
+ },
+ {
+ "name": "includeComments",
+ "type": "boolean",
+ "description": "Whether the generated code should include explanatory comments.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated code as a string and metadata about the code, including language and estimated complexity."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a user requests coding help in natural language, such as generating a function, script, or algorithm snippet in a specific language, especially for prototyping, educational purposes, or accelerating development.",
+ "limitations": "The tool cannot guarantee the generated code is optimized, bug-free, or secure. It does not perform thorough validation or testing. Complex system designs or very large code bases are out of scope.",
+ "examples": [
+ "Generate a Python function that sorts a list of integers.",
+ "Create a JavaScript module to validate email addresses.",
+ "Produce a compact JavaScript snippet that fetches data from an API and logs the result."
+ ]
+ },
+ "tags": [
+ "code generation",
+ "copywriting",
+ "programming",
+ "automation",
+ "developer tools",
+ "snippet"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"programmingLanguage\":\"Python\",\"functionalityDescription\":\"Function to calculate the factorial of a number using recursion.\",\"codeStyle\":\"functional\",\"maxLines\":20,\"includeComments\":true}",
+ "description": "Generate a Python recursive factorial function with comments."
+ },
+ {
+ "inputJson": "{\"programmingLanguage\":\"JavaScript\",\"functionalityDescription\":\"Check if a given string is a palindrome.\",\"codeStyle\":\"compact\",\"maxLines\":15,\"includeComments\":false}",
+ "description": "Generate a compact JavaScript function to check palindromes without comments."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Code",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateMinutes",
+ "description": "Generates professional and concise meeting minutes from provided meeting details including agenda, attendees, discussion points, and action items. Accepts structured input of meeting data, processes it into organized and readable minutes text document, suitable for distribution.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "meetingDate",
+ "type": "string",
+ "description": "Date of the meeting in ISO 8601 format (YYYY-MM-DD).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "meetingTitle",
+ "type": "string",
+ "description": "Title or subject of the meeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "attendees",
+ "type": "array",
+ "description": "List of meeting attendees' names or roles.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "agendaItems",
+ "type": "array",
+ "description": "List of agenda topics to be discussed in the meeting.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "discussionPoints",
+ "type": "array",
+ "description": "Detailed discussion points covering each agenda item with summaries.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "actionItems",
+ "type": "array",
+ "description": "List of action items with descriptions and assigned responsible persons.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "meetingDurationMinutes",
+ "type": "number",
+ "description": "Duration of the meeting in minutes.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSummary",
+ "type": "boolean",
+ "description": "Whether to include a summary section at the beginning of the minutes.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured document containing formatted meeting minutes as a text string, including headings for date, attendees, agenda, discussions, action items, and optional summary."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert raw meeting details, notes, or structured inputs into a well-formatted, clear set of meeting minutes suitable for sharing with stakeholders. It is ideal for business meetings, project updates, or team syncs.",
+ "limitations": "Cannot generate minutes without sufficient input detail. Does not record audio or transcribe raw recordings; requires textual inputs. Quality depends on completeness of provided meeting data.",
+ "examples": [
+ "Generate minutes from a project kickoff meeting with detailed agenda and action items.",
+ "Create a summary minute document from a brainstorming session notes.",
+ "Produce concise minutes focusing on assigned action items and decisions made."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "minutes",
+ "meeting",
+ "documentation",
+ "summary",
+ "business"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"meetingDate\":\"2024-06-01\",\"meetingTitle\":\"Q2 Project Update\",\"attendees\":[\"Alice Smith\",\"Bob Johnson\",\"Carlos Diaz\"],\"agendaItems\":[\"Project status\",\"Budget review\",\"Next steps\"],\"discussionPoints\":[\"Project status: On track with milestones.\",\"Budget review: Additional funding required.\",\"Next steps: Prepare proposal for additional budget.\"],\"actionItems\":[{\"description\":\"Draft budget proposal\",\"assignedTo\":\"Alice Smith\"},{\"description\":\"Schedule follow-up meeting\",\"assignedTo\":\"Bob Johnson\"}],\"meetingDurationMinutes\":45,\"includeSummary\":true}",
+ "description": "Minutes generation for a Q2 project update meeting with agenda, discussions, and action items."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateChecklist",
+ "description": "Generates a comprehensive, customized checklist for marketing and promotional campaigns based on user-provided goals, target audience, campaign type, and specific tasks. Accepts details and outputs an organized list of actionable checklist items to guide marketing efforts effectively.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "campaignType",
+ "type": "string",
+ "description": "Type of marketing campaign (e.g., email, social media, product launch) to tailor checklist content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the campaign's target audience to customize relevant checklist points.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "campaignGoals",
+ "type": "array",
+ "description": "List of primary goals for the campaign (e.g., increase engagement, brand awareness) to focus checklist items.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTaskDetails",
+ "type": "boolean",
+ "description": "Whether to include detailed explanations and tips for each checklist item.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "deadline",
+ "type": "string",
+ "description": "Optional campaign deadline to prioritize checklist items accordingly (format: YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing an ordered array named checklist where each entry includes a title and optionally detailed description of task items customized for the campaign."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create a structured and actionable checklist for various types of marketing campaigns to ensure all critical steps are remembered and properly executed. Particularly helpful in automating checklist generation based on campaign specifics to save time and reduce errors.",
+ "limitations": "Cannot replace expert marketing consultation or capture highly specialized industry compliance requirements. Checklist items are generic and depend on accurate and complete input details.",
+ "examples": [
+ "Generate a checklist for a social media campaign targeting young adults focusing on brand awareness and engagement.",
+ "Create an email marketing checklist aiming to increase newsletter subscriptions with detailed task explanations.",
+ "Produce a product launch checklist with a deadline emphasizing pre-launch and post-launch activities."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "checklist",
+ "campaign",
+ "promotion",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignType\":\"social media\",\"targetAudience\":\"millennial urban professionals\",\"campaignGoals\":[\"increase engagement\",\"brand awareness\"],\"includeTaskDetails\":true}",
+ "description": "Generate a detailed social media campaign checklist aimed at urban millennials, focused on engagement and brand awareness."
+ },
+ {
+ "inputJson": "{\"campaignType\":\"email\",\"targetAudience\":\"subscribers of tech newsletter\",\"campaignGoals\":[\"increase subscriptions\"],\"includeTaskDetails\":false}",
+ "description": "Generate a straightforward checklist for an email marketing campaign to boost tech newsletter subscriptions without detailed task info."
+ },
+ {
+ "inputJson": "{\"campaignType\":\"product launch\",\"targetAudience\":\"retail customers\",\"campaignGoals\":[\"successful launch\",\"customer feedback\"],\"includeTaskDetails\":true,\"deadline\":\"2024-12-01\"}",
+ "description": "Generate a detailed product launch checklist with a set deadline emphasizing launch preparation and feedback collection."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateBrief",
+ "description": "Generates a concise and effective marketing brief based on product details, target audience, objectives, and tone. Accepts inputs describing the product or service, key features, target demographics, and desired style, and produces a structured brief outlining marketing goals, unique selling points, and suggested messaging strategies.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service to create the brief for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "Detailed description of the product, including key features and benefits.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended customer segment or demographic.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "marketingObjectives",
+ "type": "array",
+ "description": "List of primary marketing objectives, such as brand awareness or lead generation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "toneOfVoice",
+ "type": "string",
+ "description": "Preferred tone or style of the marketing brief, e.g., formal, casual, enthusiastic.",
+ "required": false,
+ "defaultValue": "Professional"
+ },
+ {
+ "name": "competitorInsights",
+ "type": "string",
+ "description": "Optional overview of competitors or differentiators to include in the brief.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured marketing brief including objectives, target audience summary, key messaging, and recommended approach."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create a streamlined marketing brief from product and audience inputs to aid marketing teams in campaign planning. Ideal for quickly summarizing essential marketing parameters into a clear document.",
+ "limitations": "This tool generates briefs based on provided input but does not perform deep market analysis or guarantee marketing success. It relies on accurate and sufficient input data to create useful outputs.",
+ "examples": [
+ "Generate a marketing brief for a new eco-friendly water bottle targeting environmentally conscious millennials with an enthusiastic tone.",
+ "Create a brief highlighting the key selling points and objectives for a SaaS platform aiming to increase subscriptions among small businesses.",
+ "Produce a structured marketing brief for a luxury skincare brand emphasizing exclusivity and quality targeting affluent women."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "brief",
+ "generate",
+ "promotion",
+ "strategy"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoSip Water Bottle\",\"productDescription\":\"A reusable water bottle made from recycled materials that keeps drinks cold for 24 hours.\",\"targetAudience\":\"Environmentally conscious millennials aged 25-35.\",\"marketingObjectives\":[\"Increase brand awareness\",\"Drive online sales\"],\"toneOfVoice\":\"Enthusiastic\",\"competitorInsights\":\"Competitors focus less on sustainability, more on style.\"}",
+ "description": "Generate a marketing brief for an eco-friendly water bottle targeting millennials."
+ },
+ {
+ "inputJson": "{\"productName\":\"CloudTrack SaaS\",\"productDescription\":\"A subscription-based cloud platform for project management and team collaboration.\",\"targetAudience\":\"Small and medium business owners seeking efficient team tools.\",\"marketingObjectives\":[\"Increase subscriptions\",\"Build brand loyalty\"],\"toneOfVoice\":\"Professional\",\"competitorInsights\":\"Strong competitors with complex UIs.\"}",
+ "description": "Create a marketing brief for a SaaS product targeting SMBs to improve subscriptions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateSummary",
+ "description": "This tool accepts a document text input and generates a concise, coherent summary highlighting the key points. It processes the input text using natural language understanding techniques to produce an accurate and engaging summary suitable for marketing, presentations, or quick overviews.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "documentText",
+ "type": "string",
+ "description": "The full text of the document to summarize, typically several paragraphs or pages.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "summaryLength",
+ "type": "number",
+ "description": "Desired length of the summary in number of sentences; controls conciseness.",
+ "required": false,
+ "defaultValue": "3"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Writing tone of the summary; e.g., formal, casual, professional, friendly.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "highlightKeywords",
+ "type": "array",
+ "description": "Optional list of keywords or phrases to emphasize or include in the summary.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for the summary output, default is 'en' for English.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated summary text and metadata including length and language."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when there is a need to quickly generate a brief, readable summary of a longer document or article to streamline understanding, improve marketing content creation, or prepare executive briefs. It helps in extracting key points without manual summarization.",
+ "limitations": "This tool cannot fully interpret highly technical or ambiguous content accurately and may miss nuanced meanings. It does not generate summaries longer than the requested sentence count and cannot analyze non-textual content.",
+ "examples": [
+ "Generate a short professional summary of a product description document.",
+ "Summarize a long research article into 5 sentences with a friendly tone.",
+ "Create a brief overview highlighting user benefits from a technical manual."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "summary",
+ "marketing",
+ "text",
+ "document",
+ "content creation",
+ "natural language processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"documentText\":\"Our new software product offers unprecedented data processing speeds combined with ease of use. Designed for both enterprises and individual users, it supports a wide range of formats and integrates seamlessly with existing workflows.\",\"summaryLength\":2,\"tone\":\"professional\"}",
+ "description": "Generate a professional 2-sentence summary highlighting product features."
+ },
+ {
+ "inputJson": "{\"documentText\":\"This article explains the benefits of sustainable energy and how your company can reduce its carbon footprint by adopting solar power solutions.\",\"summaryLength\":3,\"tone\":\"friendly\",\"highlightKeywords\":[\"sustainable energy\",\"solar power\"]}",
+ "description": "Create a friendly 3-sentence summary emphasizing sustainable energy and solar power keywords."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateTemplate",
+ "description": "Generates marketing and promotional copywriting templates based on input parameters such as industry, target audience, template type, and tone. Inputs define the structure and style, and the output is a customizable text template suitable for marketing campaigns or promotional materials.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "industry",
+ "type": "string",
+ "description": "Industry or business sector for which to generate the copywriting template (e.g., technology, fashion).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "templateType",
+ "type": "string",
+ "description": "Type of marketing template to generate (e.g., email, social media post, landing page).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience or customer persona for whom the template is intended.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of voice for the template (e.g., professional, casual, enthusiastic).",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call-to-action section in the template.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en', 'es') for the template output.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated copywriting template text and metadata such as the industry, template type, and tone."
+ },
+ "aiAgent": {
+ "useCase": "When an AI agent needs to quickly generate structured marketing content frameworks tailored to specific industries and audiences, this tool produces detailed copywriting templates that can be customized and refined further. Useful for automated marketing content generation and campaign planning.",
+ "limitations": "This tool generates templates and frameworks, not complete finalized copy. It cannot replace creative human copywriting nuance or verify factual claims. Output should be reviewed and edited before use.",
+ "examples": [
+ "Generate a social media post template for the fitness industry targeting young adults with an enthusiastic tone.",
+ "Create an email marketing template for a B2B technology company with a professional tone including a call to action.",
+ "Produce a landing page copy template for an eco-friendly product in Spanish language."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "template",
+ "marketing",
+ "promotional",
+ "automation",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"industry\":\"fitness\",\"templateType\":\"social media post\",\"targetAudience\":\"young adults\",\"tone\":\"enthusiastic\",\"includeCallToAction\":true,\"language\":\"en\"}",
+ "description": "Generate a social media marketing template targeted at young adults in the fitness industry with an enthusiastic tone and call to action."
+ },
+ {
+ "inputJson": "{\"industry\":\"technology\",\"templateType\":\"email\",\"targetAudience\":\"B2B clients\",\"tone\":\"professional\",\"includeCallToAction\":true,\"language\":\"en\"}",
+ "description": "Generate a professional email marketing template for B2B technology company including call to action."
+ },
+ {
+ "inputJson": "{\"industry\":\"eco-friendly products\",\"templateType\":\"landing page\",\"language\":\"es\",\"tone\":\"professional\",\"includeCallToAction\":true}",
+ "description": "Generate a Spanish landing page copy template for eco-friendly products with a professional tone."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateSchema",
+ "description": "Generates a structured JSON schema for marketing content based on specified content types and attributes. Accepts input detailing desired content elements and outputs a JSON schema defining the structure and constraints for automated or guided copy creation.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "contentType",
+ "type": "string",
+ "description": "Type of marketing content schema to generate (e.g., 'productDescription', 'adCopy', 'emailNewsletter').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "attributes",
+ "type": "array",
+ "description": "List of content attributes to include, each defining a field name and expected data type (e.g., [{\"field\":\"headline\",\"type\":\"string\"}, {\"field\":\"callToAction\",\"type\":\"string\"}]).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "requiredFields",
+ "type": "array",
+ "description": "Array of attribute field names to be marked as required in the schema.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "Flag to include example values in the generated schema to illustrate content format.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object representing the generated JSON schema for the specified marketing content type, including properties, types, required fields, and optionally examples."
+ },
+ "aiAgent": {
+ "useCase": "This tool is intended for AI agents tasked with generating structured templates or validation schemas for marketing copywriting content. It helps define clear schema structures for automated content generation engines or content management systems that require standardized input formats.",
+ "limitations": "The tool produces schema definitions but does not generate the actual marketing text content. It requires explicit attribute and content type inputs and does not infer content semantics beyond the given specifications.",
+ "examples": [
+ "Generate a schema for product description including headline, features, and call to action.",
+ "Create a JSON schema for ad copy with required fields headline and offer details.",
+ "Produce a newsletter schema with subject, intro text, main content, and signature fields, including examples."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "schema",
+ "marketing",
+ "automation",
+ "content-structure",
+ "json-schema"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contentType\":\"productDescription\",\"attributes\":[{\"field\":\"headline\",\"type\":\"string\"},{\"field\":\"features\",\"type\":\"array\"},{\"field\":\"callToAction\",\"type\":\"string\"}],\"requiredFields\":[\"headline\",\"callToAction\"],\"includeExamples\":true}",
+ "description": "Generate a JSON schema for a product description content type, marking headline and callToAction as required, with example values included."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Schema",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateTranscript",
+ "description": "Generates a written transcript from audio or video content by accepting a spoken content input or its summary, and producing a coherent, reader-friendly transcript that captures spoken words with clarity and correct formatting suitable for publication or accessibility purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "audioContent",
+ "type": "string",
+ "description": "The URL or base64 string of the audio or video file to transcribe.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "spokenContentSummary",
+ "type": "string",
+ "description": "A brief textual summary or notes of the spoken content, used when audio input is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language spoken in the audio content for accurate transcription (e.g., 'en', 'es').",
+ "required": true,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeSpeakerLabels",
+ "type": "boolean",
+ "description": "Whether to include speaker labels in the transcript for multi-person conversations.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "formattingStyle",
+ "type": "string",
+ "description": "Preferred formatting style for the transcript output such as 'verbatim', 'clean', or 'summary'.",
+ "required": false,
+ "defaultValue": "clean"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the final transcript text, metadata like word count, and optionally speaker labels if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create readable, accurate transcripts from audio or video materials for marketing content, interviews, podcasts, or presentations to facilitate accessibility, content repurposing, and documentation.",
+ "limitations": "This tool requires either an audio/video input or an accurate summary to generate a transcript. It cannot perfectly transcribe poor quality audio, multiple overlapping speakers without clear separation, or translate languages.",
+ "examples": [
+ "Generate a transcript from the uploaded podcast audio in English with speaker labels.",
+ "Create a clean transcript from a meeting summary without audio input.",
+ "Produce a verbatim transcript from a webinar audio file in Spanish without speaker differentiation."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "transcription",
+ "marketing",
+ "audio processing",
+ "content creation",
+ "accessibility"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"audioContent\":\"https://example.com/podcast-episode.mp3\",\"language\":\"en\",\"includeSpeakerLabels\":true,\"formattingStyle\":\"clean\"}",
+ "description": "Generate a clean transcript from a podcast audio with speaker labels."
+ },
+ {
+ "inputJson": "{\"spokenContentSummary\":\"In this webinar, we discussed Q3 marketing strategy and upcoming product launches.\",\"language\":\"en\",\"formattingStyle\":\"summary\"}",
+ "description": "Generate a summarized transcript based on webinar notes without audio input."
+ },
+ {
+ "inputJson": "{\"audioContent\":\"base64audio==\",\"language\":\"es\",\"includeSpeakerLabels\":false,\"formattingStyle\":\"verbatim\"}",
+ "description": "Create a verbatim transcript from a Spanish audio recording without speaker labels."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateReleaseNotes",
+ "description": "Generates professional and clear release notes based on the input details of a software release. Accepts information such as version number, release date, a list of features, bug fixes, improvements, deprecated features, and known issues. Produces well-structured, human-readable release notes text suitable for publication to end users or stakeholders.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "version",
+ "type": "string",
+ "description": "The version number of the release (e.g., '2.5.1').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "releaseDate",
+ "type": "string",
+ "description": "The date of the release in ISO format (e.g., '2024-06-20').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "features",
+ "type": "array",
+ "description": "An array of new features added in this release. Each item is a short descriptive string.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "bugFixes",
+ "type": "array",
+ "description": "An array of bug fixes included in this release. Each item is a short descriptive string.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "improvements",
+ "type": "array",
+ "description": "An array of improvements or enhancements made in this release. Each item is a short descriptive string.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "deprecatedFeatures",
+ "type": "array",
+ "description": "An array listing any features that are deprecated or removed in this release.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "knownIssues",
+ "type": "array",
+ "description": "An array listing known issues or limitations that users should be aware of in this release.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Optional target audience for the release notes (e.g., 'end-users', 'developers').",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single string property 'releaseNotesText' with the generated release notes."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create clear, professional release notes for software or applications based on structured input about version, changes, fixes, and issues. Particularly useful to automate the creation of release communications or documentation updates by summarizing input details into natural language notes.",
+ "limitations": "This tool generates release notes text based solely on the provided input and cannot infer missing details or verify the accuracy of input data. It does not create formatted documents such as PDFs or HTML but only generates plain text notes.",
+ "examples": [
+ "Generate release notes for a version 1.3.0 release including new features, bug fixes, and known issues.",
+ "Create release notes targeted at developers, highlighting deprecated features and improvements in version 2.0.0.",
+ "Produce release notes for an interim patch release version 2.1.2 containing only bug fixes."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "release notes",
+ "documentation",
+ "software",
+ "marketing",
+ "automation",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"version\":\"1.3.0\",\"releaseDate\":\"2024-06-21\",\"features\":[\"Added dark mode support\",\"Integrated new payment gateway\"],\"bugFixes\":[\"Fixed crash on startup on iOS 14\",\"Resolved data sync issue under poor network conditions\"],\"improvements\":[\"Improved app loading speed\",\"Enhanced security for user data\"],\"deprecatedFeatures\":[],\"knownIssues\":[\"Occasional UI flicker on Android 11 devices\"],\"audience\":\"end-users\"}",
+ "description": "Release notes for a major feature release targeting end users with features, fixes, improvements, and known issues."
+ },
+ {
+ "inputJson": "{\"version\":\"2.0.0\",\"releaseDate\":\"2024-07-01\",\"features\":[\"Added support for multiple user profiles\"],\"bugFixes\":[],\"improvements\":[\"Refactored backend API for better scalability\"],\"deprecatedFeatures\":[\"Removed legacy authentication methods\"],\"knownIssues\":[],\"audience\":\"developers\"}",
+ "description": "Release notes focusing on developer audience highlighting new features, improvements, and deprecated features for a major version update."
+ },
+ {
+ "inputJson": "{\"version\":\"2.1.2\",\"releaseDate\":\"2024-07-10\",\"features\":[],\"bugFixes\":[\"Patched security vulnerability in login module\"],\"improvements\":[],\"deprecatedFeatures\":[],\"knownIssues\":[],\"audience\":\"end-users\"}",
+ "description": "Patch release notes listing only the bug fixes and no new features or improvements."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "ReleaseNotes",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateChangelog",
+ "description": "Generates a professional and clear changelog document based on provided version updates, feature descriptions, bug fixes, and improvements. Accepts structured update data and outputs formatted changelog text suitable for release notes or documentation.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "version",
+ "type": "string",
+ "description": "The version number for the release (e.g., '1.2.0').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "releaseDate",
+ "type": "string",
+ "description": "The release date in ISO format (e.g., '2024-05-30').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "addedFeatures",
+ "type": "array",
+ "description": "List of new features added in this version, each as a string.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "fixedBugs",
+ "type": "array",
+ "description": "List of bugs fixed in this version, each as a string.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "improvements",
+ "type": "array",
+ "description": "List of general improvements or optimizations in this release, each as a string.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "breakingChanges",
+ "type": "array",
+ "description": "List of breaking changes or important notes that users should be aware of, each as a string.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "Output changelog style format: options like 'markdown', 'plaintext', or 'html'.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the changelog text formatted as specified, with a single property 'changelogText' containing the full changelog string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to automatically generate professional changelog text from structured release update data to maintain up-to-date release notes or product documentation. It helps ensure consistency and clarity in software or product update announcements.",
+ "limitations": "This tool cannot infer updates from unstructured text or code diffs automatically; input data must be well-structured. It does not generate detailed technical descriptions or interpret ambiguous update entries.",
+ "examples": [
+ "Generate a markdown formatted changelog for version '2.0.0' released today including new features, bug fixes and breaking changes.",
+ "Create a plaintext changelog for a patch version with only bug fixes and improvements listed.",
+ "Produce an HTML changelog snippet for embedding in a website release notes section."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "changelog",
+ "release-notes",
+ "documentation",
+ "marketing",
+ "versioning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"version\":\"1.4.0\",\"releaseDate\":\"2024-06-01\",\"addedFeatures\":[\"Added user profile customization options\",\"Implemented dark mode support\"],\"fixedBugs\":[\"Fixed crash on logout\",\"Resolved layout issue on mobile devices\"],\"improvements\":[\"Improved loading speed\",\"Enhanced security for authentication\"],\"breakingChanges\":[\"Removed deprecated API endpoints\"],\"formatStyle\":\"markdown\"}",
+ "description": "Generate a markdown changelog for version 1.4.0 with various update categories."
+ },
+ {
+ "inputJson": "{\"version\":\"1.3.2\",\"addedFeatures\":[],\"fixedBugs\":[\"Fixed typo in settings page\"],\"improvements\":[\"Optimized database queries\"],\"formatStyle\":\"plaintext\"}",
+ "description": "Create a simple plaintext changelog highlighting minor bug fix and improvement for patch version."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Changelog",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateDocument",
+ "description": "Generates a marketing or promotional document based on user-defined parameters like target audience, product details, tone, document type, and length. Processes these inputs to produce a well-structured, persuasive text tailored for the intended purpose, such as brochures, email campaigns, or press releases.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service to be promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience for whom the document is intended.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "documentType",
+ "type": "string",
+ "description": "Type of marketing document to generate (e.g., brochure, email, press release).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone or style of the document (e.g., friendly, professional, urgent).",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of key features or selling points to highlight in the document.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "desiredLength",
+ "type": "number",
+ "description": "Approximate length of the document in words.",
+ "required": false,
+ "defaultValue": "300"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing document text and a summary of its characteristics."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when there is a need to create customized marketing or promotional documents quickly based on product details and audience insights. It helps generate polished text tailored to specific campaign goals and formats, accelerating content creation workflows.",
+ "limitations": "Cannot generate document with highly technical or legal accuracy without expert input. May produce generic content if input details are insufficient or vague.",
+ "examples": [
+ "Generate a friendly brochure text for a new fitness tracker targeting millennials.",
+ "Create a professional press release announcing the launch of a new software product for enterprise clients.",
+ "Write an urgent email campaign promoting a limited-time offer on home security systems."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "content generation",
+ "promotional",
+ "document",
+ "advertising",
+ "brand messaging"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoSmart Water Bottle\",\"targetAudience\":\"Environmentally conscious young adults\",\"documentType\":\"brochure\",\"tone\":\"friendly\",\"keyFeatures\":[\"BPA-free\",\"Double insulated\",\"Keeps drinks cold for 24h\"],\"desiredLength\":250}",
+ "description": "Generate a friendly brochure for an eco-friendly water bottle targeting young adults."
+ },
+ {
+ "inputJson": "{\"productName\":\"SecurePay Online\",\"targetAudience\":\"Small business owners looking for easy payment solutions\",\"documentType\":\"email\",\"tone\":\"professional\",\"keyFeatures\":[\"Low fees\",\"24/7 support\",\"Easy integration\"],\"desiredLength\":150}",
+ "description": "Write a professional email promoting an online payment service for small businesses."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateBlogPost",
+ "description": "Generates a comprehensive blog post based on the given topic, target audience, desired length, and tone. The tool processes input parameters to create a coherent, engaging, and well-structured article suitable for marketing or informational purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the blog post to write about.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers of the blog post (e.g., beginners, tech professionals).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired word count for the blog post.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone or style for the blog post (e.g., formal, casual, persuasive).",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "A list of keywords to naturally incorporate in the blog post for SEO purposes.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated blog post text and metadata like word count."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal when an AI agent needs to quickly generate marketing, educational, or informative blog content tailored to specific topics and audiences. It helps automate content creation in digital marketing, content strategy, or communications roles.",
+ "limitations": "The tool cannot replace expert review or domain-specific accuracy validation. It may produce generic or slightly off-topic content if parameters are vague or insufficient. It is not designed for highly technical or legal content requiring precise citations.",
+ "examples": [
+ "Generate a 1000-word persuasive blog post about sustainable fashion targeting environmentally conscious consumers.",
+ "Create a casual style 500-word article explaining the benefits of meditation for beginners.",
+ "Write an informative blog post about cloud computing trends incorporating keywords 'cloud security' and 'hybrid cloud'."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "blogging",
+ "content creation",
+ "marketing",
+ "SEO",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of remote work\",\"targetAudience\":\"HR managers and team leaders\",\"length\":1000,\"tone\":\"professional\",\"keywords\":[\"remote work\",\"flexible schedule\"]}",
+ "description": "Generate a professional, 1000-word blog post about benefits of remote work aimed at HR managers, including specified SEO keywords."
+ },
+ {
+ "inputJson": "{\"topic\":\"Top 5 programming languages in 2024\",\"length\":800,\"tone\":\"informative\"}",
+ "description": "Create an informative 800-word article listing the top programming languages in 2024 with no specific audience or keywords."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateArticle",
+ "description": "Generates a well-structured, coherent article based on a provided topic and style preferences. Accepts inputs such as topic keywords, target audience, desired tone, length, and optional subtopics, then produces a formatted article text suitable for marketing or informational purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme for the article to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers, to help tailor language and content complexity.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The writing style or mood, e.g. formal, casual, enthusiastic, persuasive.",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the article in words.",
+ "required": false,
+ "defaultValue": "500"
+ },
+ {
+ "name": "subtopics",
+ "type": "array",
+ "description": "List of specific points or themes to be covered within the article for focus and structure.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to append a marketing call to action at the end of the article.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated article text and metadata such as estimated word count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to produce original, coherent, and contextually relevant articles for marketing, blogging, or informational websites based on topical inputs and style preferences.",
+ "limitations": "May not capture highly specialized or technical domain expertise accurately without domain-specific training data; output should be reviewed for factual accuracy and compliance.",
+ "examples": [
+ "Generate an article on sustainable tourism targeted at environmentally conscious travelers, with a friendly tone.",
+ "Create a 750-word formal article about cybersecurity risks for small business owners, including detailed subtopics on phishing and malware and a call to action.",
+ "Write a brief casual article introducing the benefits of meditation for busy professionals."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "article",
+ "marketing",
+ "content-generation",
+ "writing",
+ "SEO"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"sustainable tourism\",\"targetAudience\":\"environmentally conscious travelers\",\"tone\":\"friendly\",\"length\":600,\"subtopics\":[\"eco-friendly practices\",\"local community support\"],\"includeCallToAction\":true}",
+ "description": "Generate a friendly, 600-word article on sustainable tourism focusing on eco-friendly practices and supporting local communities with a call to action."
+ },
+ {
+ "inputJson": "{\"topic\":\"cybersecurity risks\",\"targetAudience\":\"small business owners\",\"tone\":\"formal\",\"length\":750,\"subtopics\":[\"phishing\",\"malware\"],\"includeCallToAction\":true}",
+ "description": "Create a formal 750-word article about cybersecurity risks aimed at small business owners, covering phishing and malware, including a call to action."
+ },
+ {
+ "inputJson": "{\"topic\":\"meditation benefits\",\"targetAudience\":\"busy professionals\",\"tone\":\"casual\",\"length\":400,\"subtopics\":[],\"includeCallToAction\":false}",
+ "description": "Write a casual 400-word article introducing meditation benefits for busy professionals with no additional call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.generateReport",
+ "description": "Generates a structured marketing report based on input parameters including target audience, product details, campaign goals, and tone. The tool synthesizes these inputs to create a comprehensive report suitable for marketing teams outlining strategy, expected results, and key messaging.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service to be featured in the report.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the marketing campaign.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "campaignGoals",
+ "type": "string",
+ "description": "Primary objectives of the marketing campaign such as increasing brand awareness or driving sales.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the report, e.g., professional, casual, persuasive.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "includeSummary",
+ "type": "boolean",
+ "description": "Whether to include an executive summary section at the start of the report.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate length of the generated report in number of words.",
+ "required": false,
+ "defaultValue": "1000"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing report text under the key 'reportContent'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to produce well-organized marketing strategy reports automatically from high-level campaign inputs. It helps marketing teams quickly generate drafts that outline key campaign elements, target audiences, goals, and messaging strategies.",
+ "limitations": "This tool generates text based on input parameters but does not create visual elements, detailed analytics, or personalized data insights. It is not a substitute for expert marketing consulting and may produce generalized content.",
+ "examples": [
+ "Generate a marketing report for a new smartphone targeting young adults focusing on brand awareness with a persuasive tone.",
+ "Create a brief marketing strategy report for an eco-friendly detergent product for environmentally conscious consumers with a professional tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "report",
+ "marketing",
+ "strategy",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoClean Detergent\",\"targetAudience\":\"Environmentally conscious consumers aged 25-40\",\"campaignGoals\":\"Increase brand awareness and drive sales in organic markets\",\"tone\":\"professional\",\"includeSummary\":true,\"length\":1200}",
+ "description": "Generate a detailed marketing report for an eco-friendly detergent targeting green consumers, emphasizing brand awareness goals."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createCitation",
+ "description": "Generates a formatted citation text snippet based on provided source information and citation style. Accepts input details like author, title, publication date, and source type, then produces a properly styled citation string suitable for marketing or promotional content referencing.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Full name(s) of the author(s) of the source material.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the source document or content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationDate",
+ "type": "string",
+ "description": "Publication date or year of the source, in ISO 8601 or YYYY format.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of source (e.g., book, article, website, report).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publisher",
+ "type": "string",
+ "description": "Name of the publisher or organization that produced the source.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "Web address if the source is online, used to generate URL citations.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to use for formatting (e.g., APA, MLA, Chicago).",
+ "required": true,
+ "defaultValue": "APA"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted citation string under the key 'citationText'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to produce correctly formatted citations for source references within marketing or promotional text. It helps ensure proper accreditation of content sources in widely recognized citation styles, supporting credible and professional copywriting.",
+ "limitations": "This tool generates citations based on input parameters and common citation styles but does not verify source accuracy, completeness, or conformity to the latest style manual editions.",
+ "examples": [
+ "Create an APA citation for a marketing report authored by Jane Smith published in 2021.",
+ "Generate an MLA style citation for a website article by Tom Johnson.",
+ "Format a Chicago style citation for a book titled 'Digital Marketing Basics' published by MarketPro in 2020."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "citation",
+ "marketing",
+ "reference",
+ "formatting",
+ "APA",
+ "MLA",
+ "Chicago"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"author\":\"Jane Smith\",\"title\":\"2021 Market Trends\",\"publicationDate\":\"2021\",\"sourceType\":\"report\",\"publisher\":\"Insight Analytics\",\"url\":\"\",\"citationStyle\":\"APA\"}",
+ "description": "Generate an APA style citation for a marketing report by Jane Smith published in 2021."
+ },
+ {
+ "inputJson": "{\"author\":\"Tom Johnson\",\"title\":\"How to Boost Online Engagement\",\"publicationDate\":\"\",\"sourceType\":\"website\",\"publisher\":\"\",\"url\":\"https://example.com/boost-engagement\",\"citationStyle\":\"MLA\"}",
+ "description": "Create an MLA citation for an online article with provided URL and author."
+ },
+ {
+ "inputJson": "{\"author\":\"Michael Lee\",\"title\":\"Digital Marketing Basics\",\"publicationDate\":\"2020\",\"sourceType\":\"book\",\"publisher\":\"MarketPro\",\"url\":\"\",\"citationStyle\":\"Chicago\"}",
+ "description": "Format a Chicago style citation for a book with given author, title, and publisher."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createKPI",
+ "description": "Generates clear and persuasive Key Performance Indicator (KPI) descriptions for marketing and promotional content based on provided performance metrics and business goals. Accepts KPI metrics, target audience, and optional tone; produces a concise, engaging KPI statement suitable for reports, campaigns, or presentations.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "kpiName",
+ "type": "string",
+ "description": "The name/title of the KPI to describe (e.g., 'Customer Retention Rate').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metricValue",
+ "type": "string",
+ "description": "Numeric or percentage value representing the KPI's current or target measurement (e.g., '85%').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "businessGoal",
+ "type": "string",
+ "description": "The business objective related to the KPI (e.g., 'improve customer loyalty').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended audience for the KPI statement (e.g., 'executive team', 'marketing department').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone or style for the KPI statement (e.g., 'formal', 'motivational', 'concise').",
+ "required": false,
+ "defaultValue": "concise"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured output including the KPI statement text and a summary of the KPI context."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate impactful, tailored KPI descriptions for marketing or business analytics reports that clearly convey measurement results and align with strategic goals. It helps in creating engaging and understandable KPI statements for various audiences and contexts.",
+ "limitations": "This tool does not generate or analyze KPI data itself; it requires accurate input metrics and goals from the user. It also cannot customize extremely technical KPI language beyond general tone adjustments.",
+ "examples": [
+ "Create a motivational KPI statement describing a 20% increase in web traffic to emphasize marketing success for the marketing team.",
+ "Generate a concise KPI line for a quarterly financial report showing a 15% reduction in churn rate linking to revenue growth.",
+ "Write a formal KPI description aimed at executives highlighting a 90% customer satisfaction rating achieved this quarter."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "KPI",
+ "marketing",
+ "analytics",
+ "business",
+ "reporting",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"kpiName\":\"Customer Retention Rate\",\"metricValue\":\"85%\",\"businessGoal\":\"improve customer loyalty\",\"targetAudience\":\"marketing department\",\"tone\":\"motivational\"}",
+ "description": "Generate an engaging KPI descriptor for a marketing team showing strong retention numbers with a motivational tone."
+ },
+ {
+ "inputJson": "{\"kpiName\":\"Website Traffic Growth\",\"metricValue\":\"+20%\",\"businessGoal\":\"increase brand awareness\",\"targetAudience\":\"executive team\",\"tone\":\"formal\"}",
+ "description": "Produce a formal KPI statement describing positive website traffic increase for an executive-level report."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "KPI",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createReference",
+ "description": "Creates a polished and professional reference or testimonial text for marketing purposes based on provided information about a product, service, or individual. Accepts details such as subject name, key qualities, usage context, and tone to generate an effective promotional reference statement.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "subjectName",
+ "type": "string",
+ "description": "The name of the person, product, or service the reference is about.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyQualities",
+ "type": "array",
+ "description": "A list of key qualities, features, or benefits to highlight in the reference.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "The usage context or situation in which the subject was used or experienced.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone or style of the reference text, e.g., professional, friendly, enthusiastic.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate length of the generated reference text in words.",
+ "required": false,
+ "defaultValue": "100"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated reference text as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a marketing or promotional reference/testimonial is needed to endorse a product, service, or individual, based on key attributes and context to produce persuasive content suitable for use in campaigns, websites, or presentations.",
+ "limitations": "This tool generates generic, plausible references based on input but cannot verify authenticity or provide real customer testimonials.",
+ "examples": [
+ "Create a positive professional reference for a software product highlighting reliability and user support.",
+ "Generate a friendly testimonial for a consulting service emphasizing personalized attention and results."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "reference",
+ "testimonial",
+ "marketing",
+ "promotion",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"subjectName\":\"BrightTech CRM\",\"keyQualities\":[\"user-friendly interface\",\"excellent customer support\",\"scalable features\"],\"context\":\"used by small businesses for sales management\",\"tone\":\"professional\",\"length\":80}",
+ "description": "Generate a professional testimonial for a CRM software highlighting key benefits and usage context."
+ },
+ {
+ "inputJson": "{\"subjectName\":\"Jane Doe Consulting\",\"keyQualities\":[\"personalized strategies\",\"quick turnaround\",\"result-oriented approach\"],\"context\":\"consulting services for startups\",\"tone\":\"friendly\",\"length\":60}",
+ "description": "Create a friendly marketing reference for a consulting service focused on startups."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createQuote",
+ "description": "Generates an inspiring or promotional quote tailored to a specific theme or product. Accepts parameters for tone, style, target audience, and key message. Outputs a polished quote suitable for marketing materials, social media, or promotional content.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "The main subject or theme for the quote (e.g., motivation, innovation, teamwork).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The emotional style of the quote such as uplifting, witty, formal, or casual.",
+ "required": false,
+ "defaultValue": "inspirational"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended audience for the quote, helping tailor language and impact (e.g., entrepreneurs, students, general public).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyMessage",
+ "type": "string",
+ "description": "A core message or idea the quote should convey or emphasize.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for the quote to fit specific mediums.",
+ "required": false,
+ "defaultValue": "120"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated quote text and metadata like length and tone."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create catchy, thematic quotes for marketing campaigns, social media posts, speeches, or motivational contexts. It's especially useful to produce tailored quotes with a specific emotional tone and audience in mind to enhance engagement and relevance.",
+ "limitations": "This tool cannot verify factual accuracy if specific data is involved in the quote and does not generate multi-sentence paragraphs or detailed content beyond a short quote.",
+ "examples": [
+ "Create an inspiring quote about teamwork for corporate professionals.",
+ "Generate a witty quote related to technology for social media.",
+ "Provide a motivational quote under 100 characters for student audience."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "quote",
+ "marketing",
+ "social-media",
+ "inspiration",
+ "promotional-content"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"theme\":\"motivation\",\"tone\":\"uplifting\",\"targetAudience\":\"entrepreneurs\",\"keyMessage\":\"perseverance leads to success\",\"maxLength\":100}",
+ "description": "Generate an uplifting motivational quote about perseverance for entrepreneurs, max 100 characters."
+ },
+ {
+ "inputJson": "{\"theme\":\"innovation\",\"tone\":\"formal\",\"targetAudience\":\"technology executives\",\"keyMessage\":\"embracing change\",\"maxLength\":140}",
+ "description": "Produce a formal quote on innovation and embracing change for tech executives, max 140 characters."
+ },
+ {
+ "inputJson": "{\"theme\":\"teamwork\",\"tone\":\"casual\",\"targetAudience\":\"young professionals\",\"keyMessage\":\"collaboration wins\",\"maxLength\":120}",
+ "description": "Create a casual quote about teamwork and collaboration targeted at young professionals, maximum 120 chars."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createLink",
+ "description": "Generates a marketing-friendly hyperlink with customizable anchor text and optional tracking parameters. Accepts a base URL and descriptive text, then outputs a full HTML anchor tag or plain URL with UTM parameters for promotional campaigns.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "baseUrl",
+ "type": "string",
+ "description": "The main URL to which the link should point, e.g., a product or landing page URL.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "anchorText",
+ "type": "string",
+ "description": "The visible text for the hyperlink that will be displayed to users.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeUtm",
+ "type": "boolean",
+ "description": "Whether to append UTM tracking parameters to the URL for campaign analytics.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "utmSource",
+ "type": "string",
+ "description": "The UTM source identifier, e.g., 'newsletter' or 'social'. Used only if includeUtm is true.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "utmMedium",
+ "type": "string",
+ "description": "The UTM medium descriptor, like 'email' or 'cpc'. Used only if includeUtm is true.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "utmCampaign",
+ "type": "string",
+ "description": "The UTM campaign name to track the marketing effort, e.g., 'spring-sale'. Used only if includeUtm is true.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output format for the generated link: 'html' for anchor tag, or 'url' for plain URL string.",
+ "required": false,
+ "defaultValue": "html"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated link either as an HTML anchor tag or plain URL string, depending on outputFormat."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create attractive, trackable promotional links for marketing content. It helps dynamically construct URLs with embedded tracking parameters and present them either as clickable HTML or simple text links suitable for emails, websites, or social media posts.",
+ "limitations": "This tool cannot create shortened URLs or guarantee the validity of the input URLs. It also doesn't generate QR codes or graphical elements.",
+ "examples": [
+ "Generate an HTML link with UTM parameters for an email campaign.",
+ "Create a plain URL with custom anchor text for social media posting.",
+ "Produce a hyperlink without tracking parameters for a simple product link."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "linkGeneration",
+ "utm",
+ "promotionalLinks",
+ "htmlAnchor"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"baseUrl\":\"https://example.com/product\",\"anchorText\":\"Check out our new product!\",\"includeUtm\":true,\"utmSource\":\"newsletter\",\"utmMedium\":\"email\",\"utmCampaign\":\"spring-sale\",\"outputFormat\":\"html\"}",
+ "description": "Generate an HTML anchor tag with UTM parameters for an email newsletter campaign."
+ },
+ {
+ "inputJson": "{\"baseUrl\":\"https://example.com/offer\",\"anchorText\":\"Limited Time Offer\",\"includeUtm\":true,\"utmSource\":\"social\",\"utmMedium\":\"cpc\",\"utmCampaign\":\"holiday-deal\",\"outputFormat\":\"url\"}",
+ "description": "Generate a plain URL with UTM parameters suitable for social media paid campaign."
+ },
+ {
+ "inputJson": "{\"baseUrl\":\"https://example.com/about\",\"anchorText\":\"Learn More\",\"includeUtm\":false,\"outputFormat\":\"html\"}",
+ "description": "Generate a simple HTML anchor link without any tracking parameters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createHeading",
+ "description": "This tool generates compelling and attention-grabbing headings based on input keywords or topics and the intended audience or tone. It processes these inputs to produce suitable, concise, marketing-focused headings for use in advertisements, blogs, emails, or social media.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme for the heading to focus on.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Target audience the heading should appeal to, e.g., professionals, teenagers, or fitness enthusiasts.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the heading, such as formal, casual, humorous, or urgent.",
+ "required": false,
+ "defaultValue": "casual"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length allowed for the heading to ensure brevity and impact.",
+ "required": false,
+ "defaultValue": "60"
+ },
+ {
+ "name": "includeKeyword",
+ "type": "boolean",
+ "description": "Whether to explicitly include the main topic keyword in the heading for SEO or clarity.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated heading string under the key 'heading'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create effective marketing or promotional headings tailored to specific topics, audiences, and tones to improve engagement and clarity in copywriting tasks. It helps generate creative, contextual headline ideas quickly.",
+ "limitations": "It cannot guarantee originality or trademark safety of headings. It also cannot replace deep human creativity for highly nuanced branding or legal review.",
+ "examples": [
+ "Create a catchy heading about sustainable fashion targeting eco-conscious consumers with a casual tone.",
+ "Generate a formal heading for a financial report summary for professional investors.",
+ "Produce a short humorous heading about coffee benefits for young adults."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "heading",
+ "marketing",
+ "content creation",
+ "advertising",
+ "SEO"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"healthy snacks\",\"audience\":\"parents\",\"tone\":\"friendly\",\"maxLength\":50,\"includeKeyword\":true}",
+ "description": "Generate a friendly, concise heading about healthy snacks aimed at parents."
+ },
+ {
+ "inputJson": "{\"topic\":\"cloud security\",\"audience\":\"IT professionals\",\"tone\":\"formal\",\"maxLength\":70,\"includeKeyword\":true}",
+ "description": "Create a formal heading focused on cloud security targeted at IT professionals."
+ },
+ {
+ "inputJson": "{\"topic\":\"summer sale\",\"audience\":\"general public\",\"tone\":\"urgent\",\"maxLength\":40,\"includeKeyword\":false}",
+ "description": "Produce a short, urgent heading about a summer sale without necessarily including the topic keyword explicitly."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createText",
+ "description": "Generates marketing or promotional text based on input parameters including target audience, product description, tone, and desired text length. Processes inputs with NLP models to produce persuasive and customized copy for various marketing channels.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service to promote.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "Detailed description of the product or service features and benefits.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the text, including demographics and preferences.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the text, e.g., professional, casual, enthusiastic, or humorous.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "textLength",
+ "type": "number",
+ "description": "Approximate length of the generated text in words.",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Optional call to action to include at the end of the text.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated promotional text as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create customized marketing or promotional copy based on specific product details and audience profiles. Ideal for generating content for ads, social media posts, emails, or product descriptions that match a given tone and length requirement.",
+ "limitations": "Cannot guarantee uniqueness or compliance with advertising standards. Generated text may require human review to ensure factual accuracy and appropriateness for specific brands or regulatory environments.",
+ "examples": [
+ "Generate a professional 100-word product description for a new smartphone targeted at tech-savvy millennials with a call to action to buy now.",
+ "Create a casual and enthusiastic social media post promoting a new organic skincare line aimed at eco-conscious consumers.",
+ "Write a brief, humorous promotional email for a coffee subscription service aimed at young adults."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "text generation",
+ "promotional content",
+ "NLP",
+ "advertising"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoClean Dishwasher\",\"productDescription\":\"A fully automatic dishwasher using eco-friendly detergents and low water consumption.\",\"targetAudience\":\"Environmentally conscious homeowners aged 30-50.\",\"tone\":\"professional\",\"textLength\":120,\"callToAction\":\"Order yours today to make your home greener!\"}",
+ "description": "Generate a professional promotional text for an eco-friendly dishwasher targeting environmentally conscious homeowners."
+ },
+ {
+ "inputJson": "{\"productName\":\"GlowUp Serum\",\"productDescription\":\"A vitamin-rich face serum that hydrates skin and reduces wrinkles.\",\"targetAudience\":\"Women aged 25-40 interested in skincare.\",\"tone\":\"enthusiastic\",\"textLength\":80,\"callToAction\":\"Try GlowUp Serum now for radiant skin!\"}",
+ "description": "Create a short enthusiastic marketing text for a skincare product aimed at women interested in beauty treatments."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createSentence",
+ "description": "Generates a concise, persuasive marketing or promotional sentence based on provided product or service details, target audience, and desired tone. Accepts textual inputs describing key product features and outputs a polished sentence suitable for use in ads, social media, or promotional materials.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "Brief description of the product or service to promote, including key features and benefits.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended audience for the marketing sentence, e.g., young adults, professionals, hobbyists.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the sentence, such as casual, professional, enthusiastic, or authoritative.",
+ "required": false,
+ "defaultValue": "casual"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated sentence in characters, to fit specific use cases like tweets or ads.",
+ "required": false,
+ "defaultValue": "140"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated promotional sentence as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need a single, compelling marketing sentence crafted from raw product or service details to quickly generate promotional content tailored to a specific target audience and tone. Ideal for social media posts, ad copy snippets, or headline generation.",
+ "limitations": "This tool generates only one sentence at a time and does not create full paragraphs or extensive marketing plans. It may not reflect nuanced brand voice details without careful input.",
+ "examples": [
+ "Create a catchy sentence for a new energy drink targeting athletes with an enthusiastic tone.",
+ "Generate a professional promotional sentence for a software tool aimed at business consultants."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "promotion",
+ "sentence generation",
+ "advertising"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productDescription\":\"A smartwatch that tracks fitness metrics and monitors heart rate in real-time.\",\"targetAudience\":\"fitness enthusiasts\",\"tone\":\"enthusiastic\",\"maxLength\":120}",
+ "description": "Generate an enthusiastic marketing sentence for a fitness smartwatch targeting fitness enthusiasts."
+ },
+ {
+ "inputJson": "{\"productDescription\":\"Cloud-based project management software with collaboration tools.\",\"targetAudience\":\"small business owners\",\"tone\":\"professional\",\"maxLength\":140}",
+ "description": "Create a professional marketing sentence promoting project management software to small business owners."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createParagraph",
+ "description": "Generates a compelling marketing paragraph based on provided topic, target audience, tone, and key points. It processes the input to create an engaging piece of promotional text tailored to the brand voice and campaign goals.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or product for the marketing paragraph.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the paragraph (e.g., young professionals, tech enthusiasts).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone for the paragraph such as friendly, professional, enthusiastic, or casual.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An array of key features or benefits to highlight in the paragraph.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the paragraph in words; defaults to 100 words.",
+ "required": false,
+ "defaultValue": "100"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing paragraph text."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate engaging marketing paragraphs for products, services, or campaigns. It helps draft promotional content tailored to a specific audience, tone, and message points, streamlining copywriting tasks for marketing teams or automated content generation.",
+ "limitations": "This tool cannot replace detailed copywriting strategy, deep brand insight, or highly specialized content creation. It may produce generic text if inputs are vague or too broad.",
+ "examples": [
+ "Create a friendly promotional paragraph about a new fitness app for young adults.",
+ "Generate an enthusiastic paragraph highlighting the eco-friendly features of a product targeting environmentally conscious consumers.",
+ "Write a professional marketing paragraph about a SaaS platform for corporate clients focusing on security features."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "content generation",
+ "paragraph creation",
+ "promotional text",
+ "branding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Smart Home Security System\",\"targetAudience\":\"homeowners concerned about safety\",\"tone\":\"professional\",\"keyPoints\":[\"24/7 monitoring\",\"easy installation\",\"mobile app access\"],\"maxLength\":80}",
+ "description": "Generate a professional marketing paragraph about a smart home security system targeting homeowners."
+ },
+ {
+ "inputJson": "{\"topic\":\"Organic Skincare Line\",\"targetAudience\":\"eco-conscious millennials\",\"tone\":\"enthusiastic\",\"keyPoints\":[\"natural ingredients\",\"cruelty-free\",\"sustainable packaging\"],\"maxLength\":100}",
+ "description": "Create an enthusiastic paragraph emphasizing the natural and ethical qualities of an organic skincare line for millennials."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createWord",
+ "description": "Generates a single compelling and contextually appropriate word tailored for marketing and promotional content. Accepts parameters defining the desired tone, industry context, word length, and style preferences to produce an effective, catchy word that fits specific branding or campaign needs.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "industry",
+ "type": "string",
+ "description": "The industry or product category the word should relate to (e.g., technology, fashion, food).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The emotional tone or mood of the word (e.g., playful, professional, luxurious).",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated word.",
+ "required": false,
+ "defaultValue": "15"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Preferred stylistic attribute of the word (e.g., modern, classic, futuristic).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language of the generated word (default is English).",
+ "required": false,
+ "defaultValue": "English"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated word and optional metadata such as reasoning or related keywords."
+ },
+ "aiAgent": {
+ "useCase": "Use when needing a unique, brand-appropriate word for marketing copy, product names, slogans, or promotional materials to capture the target audience's attention and convey specific brand attributes.",
+ "limitations": "Cannot guarantee trademark uniqueness or legal clearance; not suitable for generating multi-word phrases or full sentences.",
+ "examples": [
+ "Create a playful word for a children's toy brand.",
+ "Generate a futuristic-sounding word related to technology.",
+ "Produce a luxurious one-word brand name for a high-end fashion line."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "branding",
+ "marketing",
+ "word-generation",
+ "naming"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"industry\":\"technology\",\"tone\":\"futuristic\",\"maxLength\":10,\"style\":\"modern\",\"language\":\"English\"}",
+ "description": "Generate a modern, futuristic word up to 10 characters long related to technology."
+ },
+ {
+ "inputJson": "{\"industry\":\"food\",\"tone\":\"playful\",\"maxLength\":7,\"style\":\"\",\"language\":\"English\"}",
+ "description": "Create a playful short word related to food industry."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createEvent",
+ "description": "Creates a compelling marketing copy for an event based on provided details like event name, date, audience, and key highlights. It processes the input attributes to generate engaging promotional text tailored to attract the specified audience, producing ready-to-use event descriptions.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "eventName",
+ "type": "string",
+ "description": "The official name of the event to include in the copy.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventDate",
+ "type": "string",
+ "description": "The date or date range of the event, formatted as a string (e.g., 'June 15-17, 2024').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "The target audience for the event, such as 'tech professionals' or 'music lovers'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyHighlights",
+ "type": "array",
+ "description": "A list of key features, speakers, or attractions of the event to emphasize in the copy.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the marketing copy, e.g., 'professional', 'casual', 'exciting'.",
+ "required": false,
+ "defaultValue": "exciting"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "A call-to-action phrase to encourage audience engagement, like 'Register now' or 'Join us today'.",
+ "required": false,
+ "defaultValue": "Register now"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated event marketing copy as a single string under 'marketingCopy'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when creating promotional content for events where the agent has factual details such as event name, date, audience, and highlights. It helps generate engaging text to attract and inform potential attendees efficiently without manually crafting marketing materials.",
+ "limitations": "Cannot generate event details or logistics; requires accurate input data to produce relevant copy. Does not replace professional copywriting nuances or deep brand alignment beyond given parameters.",
+ "examples": [
+ "Create an engaging event description for a technology conference happening July 10-12 targeting software developers.",
+ "Generate a promotional text for a local jazz festival aimed at music enthusiasts with highlights of featured artists.",
+ "Write a professional event announcement for a corporate summit scheduled in September focused on business leaders."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "event",
+ "marketing",
+ "promotional text",
+ "content creation",
+ "advertising"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"eventName\":\"Global Tech Summit 2024\",\"eventDate\":\"July 10-12, 2024\",\"audience\":\"software developers\",\"keyHighlights\":[\"Keynote by industry leaders\",\"Workshops on AI and Blockchain\"],\"tone\":\"exciting\",\"callToAction\":\"Register now\"}",
+ "description": "Generate exciting marketing copy for a technology summit targeting software developers."
+ },
+ {
+ "inputJson": "{\"eventName\":\"Downtown Jazz Festival\",\"eventDate\":\"August 5, 2024\",\"audience\":\"music lovers\",\"keyHighlights\":[\"Live performances by top jazz artists\",\"Food and craft beer stalls\"],\"tone\":\"casual\",\"callToAction\":\"Join us today\"}",
+ "description": "Create casual event copy to promote a local jazz festival for music fans."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Event",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createConversion",
+ "description": "Generates persuasive marketing copy aimed at increasing conversion rates based on specified product details, target audience, and desired call-to-action. Accepts inputs describing product features, target demographic, conversion goals, and tone, then outputs tailored promotional text optimized for conversion.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service to promote.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productFeatures",
+ "type": "array",
+ "description": "List of key features or benefits of the product/service to highlight in the copy.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the ideal audience or customer persona for the campaign.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "conversionGoal",
+ "type": "string",
+ "description": "The specific conversion action the copy should encourage, e.g., sign-ups, purchases, downloads.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The style or tone of the copy, e.g., friendly, professional, urgent.",
+ "required": false,
+ "defaultValue": "\"friendly\""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for the generated copy to fit specific platform constraints.",
+ "required": false,
+ "defaultValue": "300"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated conversion-focused marketing copy as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when creating marketing content aimed at boosting conversion metrics based on given product and audience details. It helps generate tailored promotional copy that aligns with conversion objectives, saving time and improving message effectiveness.",
+ "limitations": "This tool generates text based on input parameters but does not validate factual accuracy or guarantee conversion success; it cannot replace professional marketing strategy or human creativity.",
+ "examples": [
+ "Create a persuasive product description for a new fitness app targeting busy professionals to increase free trial sign-ups.",
+ "Generate an urgent call-to-action copy for a limited-time discount on eco-friendly home products.",
+ "Write friendly and engaging promotional text for a new book launch aiming to maximize pre-orders."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "conversion",
+ "promotional text",
+ "advertising",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"SmartHome Thermostat\",\"productFeatures\":[\"Energy saving\",\"Easy installation\",\"Remote control via app\"],\"targetAudience\":\"Homeowners interested in smart technology and energy efficiency\",\"conversionGoal\":\"Purchase\",\"tone\":\"professional\",\"maxLength\":250}",
+ "description": "Generate professional marketing copy for a smart thermostat appealing to tech-savvy homeowners to encourage purchases."
+ },
+ {
+ "inputJson": "{\"productName\":\"Yoga Retreat Weekend\",\"productFeatures\":[\"Relaxing environment\",\"Expert instructors\",\"All levels welcome\"],\"targetAudience\":\"Adults seeking stress relief and wellness experiences\",\"conversionGoal\":\"Sign-ups\",\"tone\":\"friendly\",\"maxLength\":200}",
+ "description": "Create friendly and inviting copy for a yoga retreat promotion targeting adults interested in wellness to boost sign-ups."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Conversion",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createDashboard",
+ "description": "Generates a compelling marketing copy for an analytics dashboard product by taking product features, target audience, and tone of voice as inputs and producing persuasive promotional text suitable for websites, ads, or brochures.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the analytics dashboard product for which the copy is being created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "features",
+ "type": "array",
+ "description": "A list of key features or functionalities of the dashboard to highlight in the marketing copy.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended user base or market segment to address in the copy.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "toneOfVoice",
+ "type": "string",
+ "description": "The desired tone or style for the copy, e.g., professional, casual, innovative, or persuasive.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "primaryBenefit",
+ "type": "string",
+ "description": "The main benefit or value proposition to emphasize in the marketing text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "A phrase or sentence encouraging users to take a specific action, such as sign up or request a demo.",
+ "required": false,
+ "defaultValue": "Learn more and get started today!"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the crafted marketing copy text for the dashboard product and optionally key highlighted points."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate clear and engaging marketing copy tailored to a specific analytics dashboard product, emphasizing features and benefits for a defined audience. Ideal for creating promotional website content, ad copy, or brochures automatically.",
+ "limitations": "This tool cannot create graphical dashboard visualizations or actual UI elements; it only generates textual marketing content based on input descriptions. It also depends on the quality of input data for relevance and accuracy.",
+ "examples": [
+ "Create a promotional description for a new dashboard product targeting small business owners, highlighting ease of use and real-time data insights in a casual tone.",
+ "Generate persuasive copy for an enterprise analytics dashboard focused on security and scalability with a professional tone.",
+ "Write marketing text for a dashboard with AI-powered predictive analytics aimed at marketing teams."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "analytics",
+ "dashboard",
+ "textGeneration",
+ "promotionalContent"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"InsightPro\",\"features\":[\"Real-time data tracking\",\"Customizable reports\",\"Mobile-friendly interface\"],\"targetAudience\":\"small business owners\",\"toneOfVoice\":\"casual\",\"primaryBenefit\":\"Make data-driven decisions easily\",\"callToAction\":\"Sign up for a free trial now!\"}",
+ "description": "Generate marketing copy for InsightPro targeting small business owners emphasizing ease of data-driven decisions with a casual tone."
+ },
+ {
+ "inputJson": "{\"productName\":\"SecureAnalytics\",\"features\":[\"Enterprise-grade security\",\"Scalable infrastructure\",\"24/7 customer support\"],\"targetAudience\":\"IT professionals\",\"toneOfVoice\":\"professional\",\"primaryBenefit\":\"Protect your critical business data\",\"callToAction\":\"Request a demo today.\"}",
+ "description": "Create a professional promotional text for SecureAnalytics aimed at IT professionals highlighting security and scalability."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Dashboard",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createTrend",
+ "description": "Generates a marketing trend report by analyzing input data such as social media keywords, product mentions, or customer feedback. It identifies emerging popular topics, sentiment, and potential marketing angles, producing a concise trend summary and actionable copywriting insights for promotional content.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "dataSource",
+ "type": "string",
+ "description": "Source of the input data to analyze (e.g., 'socialMedia', 'productReviews', 'customerSurveys').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of keywords or hashtags to focus the trend analysis on.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "timeFrameDays",
+ "type": "number",
+ "description": "Number of past days to consider for trend analysis.",
+ "required": false,
+ "defaultValue": "30"
+ },
+ {
+ "name": "sentimentAnalysis",
+ "type": "boolean",
+ "description": "Whether to perform sentiment analysis on the data to gauge positive or negative trends.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxTrendCount",
+ "type": "number",
+ "description": "Maximum number of distinct trends to identify and summarize.",
+ "required": false,
+ "defaultValue": "5"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing identified trends with summaries, sentiment scores, and copywriting suggestions to leverage each trend in marketing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create marketing-oriented trend reports based on various textual data inputs to inform copywriting and promotional strategies. It helps produce actionable insights from raw data focusing on social media or customer feedback trends.",
+ "limitations": "Cannot process non-textual data; effectiveness depends on quality and volume of input data; trends are based on recent textual patterns only, no predictive forecasting.",
+ "examples": [
+ "Create a trend report for the past 14 days focused on hashtags related to eco-friendly products from social media sources.",
+ "Analyze product reviews and identify top 3 emerging customer sentiment trends for copywriting purposes.",
+ "Generate a marketing trend summary from customer survey comments focusing on wellness and lifestyle keywords."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "trend analysis",
+ "marketing",
+ "social media",
+ "sentiment",
+ "analytics",
+ "promotion"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataSource\":\"socialMedia\",\"keywords\":[\"#sustainability\",\"#greenliving\"],\"timeFrameDays\":14,\"sentimentAnalysis\":true,\"maxTrendCount\":3}",
+ "description": "Generate a trend report for sustainability-related hashtags on social media over the last 14 days."
+ },
+ {
+ "inputJson": "{\"dataSource\":\"productReviews\",\"keywords\":[\"durability\",\"battery life\"],\"timeFrameDays\":30,\"sentimentAnalysis\":true,\"maxTrendCount\":2}",
+ "description": "Identify top 2 trends in product reviews focusing on durability and battery life for copywriting insights."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Trend",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createAnomaly",
+ "description": "Generates a compelling marketing anomaly report that highlights unusual or unexpected patterns in analytics data. It accepts key anomaly insights and context, then crafts engaging copy to communicate these unique findings effectively to stakeholders or marketing audiences.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "anomalyDescription",
+ "type": "string",
+ "description": "Detailed description of the anomaly or unusual pattern detected in analytics data",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contextData",
+ "type": "object",
+ "description": "Supplementary details or metrics related to the anomaly, such as time frame, affected segments, or key figures",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Target audience type for the copy, e.g., marketing team, executives, or customers",
+ "required": false,
+ "defaultValue": "marketing team"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Writing tone for the copy, for example: formal, casual, enthusiastic, or urgent",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the output copy in words",
+ "required": false,
+ "defaultValue": "150"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing copy text emphasizing the anomaly and its significance"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to translate complex or technical anomaly data from analytics into clear, engaging, and audience-tailored marketing or internal communication copy. It is ideal for highlighting unusual trends or data points in newsletters, reports, or campaign materials.",
+ "limitations": "Cannot analyze raw data itself; requires pre-processed anomaly insights as input. Does not generate visualizations or perform statistical anomaly detection.",
+ "examples": [
+ "Create a brief report copy explaining an unexpected sales spike last quarter for the executive team with a formal tone.",
+ "Generate engaging marketing text describing a sudden increase in user activity for customers with an enthusiastic tone.",
+ "Write a concise internal update about a drop in website traffic detected last week for the marketing team in a casual tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "analytics",
+ "anomaly",
+ "marketing",
+ "reporting",
+ "communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"anomalyDescription\":\"A 40% increase in product sign-ups in the last 7 days compared to the previous month.\",\"contextData\":{\"timeFrame\":\"last 7 days\",\"comparisonPeriod\":\"previous month\",\"keyMetric\":\"sign-ups\"},\"audience\":\"executive team\",\"tone\":\"formal\",\"length\":120}",
+ "description": "Generate formal marketing copy for executives highlighting a significant increase in product sign-ups."
+ },
+ {
+ "inputJson": "{\"anomalyDescription\":\"A sudden 25% drop in website traffic from social media referrals.\",\"contextData\":{\"timeFrame\":\"last week\",\"affectedSegment\":\"social media referrals\",\"metric\":\"website visits\"},\"audience\":\"marketing team\",\"tone\":\"casual\",\"length\":100}",
+ "description": "Create casual internal communication copy explaining a drop in website traffic from social media."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Anomaly",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createSession",
+ "description": "Creates a copywriting session summary by accepting session analytics data such as visitor behavior, engagement metrics, and timeframe to generate a marketing-focused report that highlights key insights for promotional content optimization.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "sessionId",
+ "type": "string",
+ "description": "Unique identifier for the analytics session to summarize",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startTime",
+ "type": "string",
+ "description": "ISO 8601 start time for the session analytics period",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "endTime",
+ "type": "string",
+ "description": "ISO 8601 end time for the session analytics period",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "engagementMetrics",
+ "type": "array",
+ "description": "List of engagement metric names to include such as clicks, scroll depth, or time on page",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudienceDescription",
+ "type": "string",
+ "description": "Brief description of the target audience for tailoring the session summary",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a summarized marketing session report with key analytics insights and recommendations for promotional copywriting."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a concise, marketing-oriented summary of a given analytics session including visitor behavior and engagement metrics, to inform copywriting strategies or content optimization. It is ideal for creating quick syntheses from raw session data focusing on promotional improvement.",
+ "limitations": "This tool does not perform raw data analytics or collect session data itself; it requires pre-processed analytics input for summary generation. It cannot customize complex analytics reports beyond engagement metrics or replace detailed data analysis tools.",
+ "examples": [
+ "Generate a marketing summary report for session ID 'sess123' from last week focusing on click rates and scroll depth.",
+ "Create an engagement overview for session 'sess987' including time on page and audience description 'young professionals.'"
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "analytics",
+ "session",
+ "marketing",
+ "summary",
+ "engagement",
+ "content optimization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sessionId\":\"sess123\",\"startTime\":\"2024-05-01T00:00:00Z\",\"endTime\":\"2024-05-01T23:59:59Z\",\"engagementMetrics\":[\"clicks\",\"scrollDepth\"],\"targetAudienceDescription\":\"millennial tech users\"}",
+ "description": "Create a marketing-focused session summary for specified engagement metrics and a defined audience."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Session",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createCache",
+ "description": "Generates persuasive and clear marketing copy for promoting caching infrastructure solutions. Accepts inputs about cache types, benefits, target audience, and usage scenarios, then creates tailored promotional text to highlight cache advantages in software infrastructure.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "cacheType",
+ "type": "string",
+ "description": "Type of cache to promote (e.g., Redis, Memcached, CDN cache).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended audience for the copy (e.g., software developers, CTOs, infrastructure engineers).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyBenefits",
+ "type": "array",
+ "description": "List of main benefits to highlight (e.g., reduced latency, scalability, cost savings).",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "usageScenario",
+ "type": "string",
+ "description": "Specific use case or scenario where the cache is applied (e.g., real-time analytics, web acceleration).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the copywriting (e.g., professional, friendly, technical).",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for the generated copy.",
+ "required": false,
+ "defaultValue": "300"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing copy text under the key 'marketingCopy'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce effective, domain-specific marketing content to promote cache infrastructure products or solutions. Especially useful for software companies looking to create tailored promotional materials or website content that highlights cache advantages for targeted audiences.",
+ "limitations": "This tool does not generate technical documentation or deep technical explanations; it focuses solely on promotional marketing copy. It cannot replace detailed architecture or implementation guides.",
+ "examples": [
+ "Generate a short promotional paragraph for Redis cache targeting CTOs highlighting scalability and cost savings.",
+ "Create friendly tone copy to promote CDN cache for web developers focusing on latency reduction and reliability."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "infrastructure",
+ "cache",
+ "promotion",
+ "technology"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"cacheType\":\"Redis\",\"targetAudience\":\"CTOs\",\"keyBenefits\":[\"scalability\",\"cost savings\"],\"usageScenario\":\"real-time analytics\",\"tone\":\"professional\",\"maxLength\":250}",
+ "description": "Professional marketing copy for Redis cache targeting CTOs emphasizing scalability and cost savings in real-time analytics."
+ },
+ {
+ "inputJson": "{\"cacheType\":\"CDN cache\",\"targetAudience\":\"web developers\",\"keyBenefits\":[\"latency reduction\",\"reliability\"],\"tone\":\"friendly\",\"maxLength\":150}",
+ "description": "Friendly promotional text for CDN cache targeting web developers focusing on latency reduction and reliability."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Cache",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createMetric",
+ "description": "Generates a custom marketing or promotional metric definition based on input parameters such as campaign goals, target audience, and performance indicators. Accepts details about the marketing context and outputs a well-defined metric description along with how to calculate it, enabling better performance tracking for copywriting efforts.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "campaignGoal",
+ "type": "string",
+ "description": "The main objective of the marketing campaign (e.g., brand awareness, lead generation).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the campaign (e.g., young adults, B2B professionals).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "performanceIndicators",
+ "type": "array",
+ "description": "List of relevant measurable indicators to include in the metric (e.g., click-through rate, conversion rate).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeFrame",
+ "type": "string",
+ "description": "The period over which the metric should be evaluated (e.g., monthly, quarterly).",
+ "required": false,
+ "defaultValue": "monthly"
+ },
+ {
+ "name": "includeBenchmark",
+ "type": "boolean",
+ "description": "Whether to include benchmarking information or industry standards in the metric description.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the metric name, detailed description, calculation method, and optional benchmarking information."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to define clear, actionable marketing metrics tailored to specific campaign goals and audiences. It assists in creating meaningful metrics for copywriting performance measurement, enabling data-driven optimization.",
+ "limitations": "It cannot fetch real-time data or perform metric calculations on actual campaign data; it only generates metric definitions and calculation methods based on input parameters.",
+ "examples": [
+ "Create a metric for measuring conversion rate from a digital ad campaign targeting young adults aiming at lead generation.",
+ "Generate a brand awareness metric definition for a B2B campaign targeting professionals with benchmarking included.",
+ "Define a metric to track email campaign engagement over a quarterly period focusing on click-through and open rates."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "metrics",
+ "analytics",
+ "campaign",
+ "performance",
+ "measurement"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignGoal\":\"lead generation\",\"targetAudience\":\"young adults\",\"performanceIndicators\":[\"conversion rate\",\"click-through rate\"],\"timeFrame\":\"monthly\",\"includeBenchmark\":true}",
+ "description": "Generate a metric focused on lead generation for young adults including benchmarking details."
+ },
+ {
+ "inputJson": "{\"campaignGoal\":\"brand awareness\",\"targetAudience\":\"B2B professionals\",\"performanceIndicators\":[\"impressions\",\"engagement rate\"],\"includeBenchmark\":false}",
+ "description": "Define a brand awareness metric for B2B professional audience without benchmarking."
+ },
+ {
+ "inputJson": "{\"campaignGoal\":\"email engagement\",\"targetAudience\":\"existing customers\",\"performanceIndicators\":[\"open rate\",\"click rate\"],\"timeFrame\":\"quarterly\",\"includeBenchmark\":true}",
+ "description": "Create an email campaign engagement metric over a quarterly timeframe including benchmark info."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Metric",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createQueue",
+ "description": "This tool generates a creative marketing copy for promoting a queue management system or infrastructure. It accepts input such as the type of queue system, target audience, purpose, and desired tone, then crafts persuasive, clear promotional text to effectively communicate the queue's benefits and features.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "queueType",
+ "type": "string",
+ "description": "Type of queue system to promote, e.g., customer support, task processing, checkout line.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Primary audience for the promotional copy, such as business managers, IT professionals, or end consumers.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of main features or benefits of the queue system to highlight.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "toneStyle",
+ "type": "string",
+ "description": "Desired tone for the copy, e.g., professional, friendly, urgent, playful.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the promotional copy in words.",
+ "required": false,
+ "defaultValue": "150"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing copy text under the 'marketingCopy' field."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create tailored marketing or promotional content focused on queue management solutions or infrastructure. Helpful for generating engaging, audience-appropriate copy that highlights system benefits and features for sales or informational purposes.",
+ "limitations": "This tool does not generate technical documentation, detailed product specifications, or scripts for UI interactions. It focuses solely on persuasive marketing text generation.",
+ "examples": [
+ "Create a friendly marketing paragraph promoting a customer support queue to small business owners.",
+ "Write a professional 100-word advertisement for a task processing queue targeting IT managers.",
+ "Generate a playful promo text highlighting benefits of a checkout line queue for retail customers."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "queue",
+ "promotional text",
+ "infrastructure",
+ "advertising"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"queueType\":\"customer support\",\"targetAudience\":\"small business owners\",\"keyFeatures\":[\"reduces wait time\",\"improves customer satisfaction\",\"easy to integrate\"],\"toneStyle\":\"friendly\",\"length\":100}",
+ "description": "Create a friendly promo marketing text for a customer support queue aimed at small business owners."
+ },
+ {
+ "inputJson": "{\"queueType\":\"task processing\",\"targetAudience\":\"IT managers\",\"keyFeatures\":[\"automated task assignment\",\"scalable\",\"real-time monitoring\"],\"toneStyle\":\"professional\",\"length\":120}",
+ "description": "Generate a professional marketing copy for a task processing queue targeting IT managers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Queue",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createService",
+ "description": "Generates tailored promotional and marketing copy for technology services based on service descriptors provided. Takes inputs describing the target audience, key features, benefits, and tone to produce professional, engaging service descriptions usable for websites, brochures, or advertising.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "serviceName",
+ "type": "string",
+ "description": "The name of the service to create promotional copy for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience or customer segment for the service.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of important features or capabilities of the service.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "benefits",
+ "type": "array",
+ "description": "List of primary benefits or value propositions for customers.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the copy, e.g., professional, casual, persuasive, technical.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated copy in characters.",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated service promotional text under the 'promotionalCopy' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate clear, persuasive, and tailored marketing copy for technology or infrastructure-related services, helping to craft engaging service descriptions for websites, sales materials, or ads. It is ideal when you have service details and want professional copy without manual writing.",
+ "limitations": "This tool focuses only on copywriting and cannot generate technical documentation, code, or complex marketing strategies. It relies on quality input and does not verify factual accuracy beyond provided descriptions.",
+ "examples": [
+ "Create a promotional description for a cloud backup service targeting SMBs emphasizing security and simplicity in a friendly tone.",
+ "Generate marketing copy for a managed Kubernetes service highlighting scalability and expert support for enterprise customers.",
+ "Write service copy for a 5G network infrastructure service focusing on speed and reliability with a professional tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "service description",
+ "promotion",
+ "technology",
+ "infrastructure",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"serviceName\":\"CloudSecure Backup\",\"targetAudience\":\"Small and Medium Businesses\",\"keyFeatures\":[\"End-to-end encryption\",\"Automatic daily backups\",\"Unlimited storage\"],\"benefits\":[\"Protect business data from loss\",\"Easy recovery in case of disaster\"],\"tone\":\"friendly\",\"maxLength\":450}",
+ "description": "Generate friendly marketing copy for a cloud backup service targeted at SMBs, focusing on security and ease of use."
+ },
+ {
+ "inputJson": "{\"serviceName\":\"KubeSmart Managed Service\",\"targetAudience\":\"Enterprise IT teams\",\"keyFeatures\":[\"Automated scaling\",\"24/7 expert support\",\"Seamless cluster upgrades\"],\"benefits\":[\"Reduce operational overhead\",\"Ensure high availability\"],\"tone\":\"professional\"}",
+ "description": "Create professional promotional text for a managed Kubernetes service emphasizing scalability and support."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Service",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createCluster",
+ "description": "Generates a cohesive and logically grouped cluster of marketing copy components centered on a specific infrastructure topic or product, integrating keywords, taglines, and thematic content to support SEO and promotional efforts. Accepts a primary infrastructure theme and related keywords, and outputs an organized cluster of copy elements.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "primaryTheme",
+ "type": "string",
+ "description": "The main infrastructure topic or product around which the copy cluster is created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "relatedKeywords",
+ "type": "array",
+ "description": "List of related keywords to include throughout the cluster to enhance SEO relevance.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience to tailor tone and style of the copy cluster.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the copy, e.g., professional, casual, tech-savvy. Defaults to professional.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "clusterSize",
+ "type": "number",
+ "description": "Number of copy elements (e.g., taglines, summaries, bullet points) to generate in the cluster. Defaults to 5.",
+ "required": false,
+ "defaultValue": "5"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing a cluster of copy items, each including title, description, and relevant keywords to support infrastructure marketing campaigns."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to produce a coherent set of related marketing text snippets about an infrastructure product or domain to improve SEO and campaign cohesion. It helps in creating interconnected copy elements for landing pages, ads, or content hubs.",
+ "limitations": "Cannot generate fully finalized marketing content without human review; does not perform graphic design or full content strategy planning.",
+ "examples": [
+ "Create an SEO copy cluster for a cloud hosting service emphasizing reliability and scalability.",
+ "Generate a cluster of promotional taglines and descriptions for a new data center infrastructure, targeting IT managers.",
+ "Produce a set of related marketing phrases and summaries for a container orchestration platform with a casual tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "infrastructure",
+ "SEO",
+ "cluster",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"primaryTheme\":\"Cloud hosting service\",\"relatedKeywords\":[\"reliability\",\"scalability\",\"24/7 support\"],\"targetAudience\":\"SMB IT managers\",\"tone\":\"professional\",\"clusterSize\":4}",
+ "description": "Cluster for cloud hosting featuring reliability, scalability for SMB IT managers"
+ },
+ {
+ "inputJson": "{\"primaryTheme\":\"Data center infrastructure\",\"relatedKeywords\":[\"security\",\"high availability\"],\"targetAudience\":\"enterprise IT executives\",\"tone\":\"formal\",\"clusterSize\":3}",
+ "description": "Professional cluster emphasizing security and availability for data centers"
+ },
+ {
+ "inputJson": "{\"primaryTheme\":\"Container orchestration platform\",\"relatedKeywords\":[\"automation\",\"Kubernetes\",\"DevOps\"],\"targetAudience\":\"DevOps engineers\",\"tone\":\"casual\",\"clusterSize\":5}",
+ "description": "Casual tone cluster targeting DevOps engineers for container orchestration"
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Cluster",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createReply",
+ "description": "Generates a tailored reply message based on the original incoming message and contextual details. Accepts the received message content and optional tone, language, and purpose parameters, then crafts an appropriate and coherent response suitable for professional or casual communication.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "originalMessage",
+ "type": "string",
+ "description": "The text of the incoming message that requires a reply.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the reply, such as formal, casual, friendly, or professional.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for the reply (e.g., 'en' for English, 'es' for Spanish).",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "purpose",
+ "type": "string",
+ "description": "The intent behind the reply, such as answering questions, providing information, or expressing gratitude.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientType",
+ "type": "string",
+ "description": "Type of recipient like customer, colleague, or manager to tailor the reply accordingly.",
+ "required": false,
+ "defaultValue": "customer"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated reply text suitable for sending back as a response."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate a context-aware and appropriately toned reply message to an incoming communication. Ideal for automating responses to customer inquiries, internal messages, or other communications requiring clear, polite, and tailored replies.",
+ "limitations": "This tool generates text based on input context but does not analyze or verify factual accuracy of the content. Human review might be needed for sensitive or critical communications.",
+ "examples": [
+ "Generate a polite customer service reply in English with a friendly tone.",
+ "Create a formal reply to a colleague's technical inquiry.",
+ "Write a brief thank you reply to a customer feedback message."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "reply",
+ "communication",
+ "customer service",
+ "email",
+ "messaging"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"originalMessage\":\"Thank you for your help with the project last week.\",\"tone\":\"friendly\",\"purpose\":\"express gratitude\",\"language\":\"en\"}",
+ "description": "Generate a friendly thank you reply to express gratitude."
+ },
+ {
+ "inputJson": "{\"originalMessage\":\"Can you provide the latest sales report?\",\"tone\":\"formal\",\"purpose\":\"provide information\",\"recipientType\":\"colleague\"}",
+ "description": "Create a formal reply providing information to a colleague's request."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createDatabase",
+ "description": "This tool generates persuasive and clear copywriting text aimed at promoting and explaining database infrastructure products or services. It accepts inputs such as the database type, key features, target audience, and marketing tone, processes these to create engaging marketing content suitable for websites, brochures, or pitches, and outputs polished promotional text tailored to the given parameters.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "databaseType",
+ "type": "string",
+ "description": "Type of database to focus the copywriting on (e.g., SQL, NoSQL, graph, cloud database)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of important features or selling points of the database product or service",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Primary audience for the marketing text, such as developers, CTOs, or business users",
+ "required": false,
+ "defaultValue": "technical and business professionals"
+ },
+ {
+ "name": "marketingTone",
+ "type": "string",
+ "description": "Tone of the copywriting text, like professional, casual, innovative, or trustworthy",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "lengthLimit",
+ "type": "number",
+ "description": "Maximum length of the generated marketing text in words",
+ "required": false,
+ "defaultValue": "150"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing copy text for the database product or service, ready for use in promotional materials."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when tasked with creating high-quality marketing content that highlights the features and benefits of database infrastructure products. It is especially useful for promotional writing that requires tailoring to a specific audience or marketing tone, helping automate copy generation for websites, brochures, or presentations.",
+ "limitations": "This tool does not generate technical documentation, implementation guides, or detailed product specifications. It focuses only on promotional and marketing style text.",
+ "examples": [
+ "Create marketing copy for a cloud-based NoSQL database highlighting scalability and security for CTOs in a trustworthy tone.",
+ "Generate promotional text focused on a new graph database's unique querying capabilities for software developers with an innovative tone.",
+ "Write brief marketing content about key-value store database emphasizing performance and reliability in a casual tone for business users."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "database",
+ "marketing",
+ "promotional text",
+ "infrastructure",
+ "content generation",
+ "technology"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"databaseType\":\"NoSQL\",\"keyFeatures\":[\"scalability\",\"high availability\",\"flexible data model\"],\"targetAudience\":\"CTOs and software architects\",\"marketingTone\":\"trusted and professional\",\"lengthLimit\":120}",
+ "description": "Marketing text promoting a NoSQL database focusing on scalability and availability for CTOs."
+ },
+ {
+ "inputJson": "{\"databaseType\":\"graph database\",\"keyFeatures\":[\"advanced relationship queries\",\"visual data exploration\",\"real-time analytics\"],\"targetAudience\":\"data scientists\",\"marketingTone\":\"innovative\",\"lengthLimit\":100}",
+ "description": "Copy highlighting the innovative features of a graph database for data scientists."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Database",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createChannel",
+ "description": "Generates engaging and tailored copy for communication channels like email newsletters, social media posts, or SMS campaigns based on specified channel type, audience profile, tone, and message goals. Accepts input parameters defining channel characteristics and outputs optimized marketing text suitable for that channel.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "channelType",
+ "type": "string",
+ "description": "Type of communication channel (e.g., 'email', 'socialMedia', 'SMS') for which the copy is created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "audienceProfile",
+ "type": "string",
+ "description": "Brief description of the target audience including demographics, interests, or behaviors.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the message such as 'friendly', 'professional', 'urgent', or 'casual'.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "messageGoal",
+ "type": "string",
+ "description": "Primary goal of the message, e.g., 'promote a sale', 'announce a new product', or 'drive website traffic'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Specific call to action to include in the copy, like 'Sign up now' or 'Learn more'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for the output copy, e.g., 'en' for English. Defaults to English.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated copy in characters. If omitted, no length limit is applied.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated copy text optimized for the specified communication channel."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create channel-specific marketing copy tailored to a defined audience profile and communication tone, ensuring message relevance and channel appropriateness. Ideal for automating generation of promotional content like email campaign body text, social media posts, or SMS messages.",
+ "limitations": "This tool does not generate visual content or handle multi-channel integration workflows. It cannot verify compliance with legal or platform-specific regulations on its own and may require human review for sensitive contexts.",
+ "examples": [
+ "Create a friendly email newsletter promoting a new product launch for young adults interested in fitness.",
+ "Generate a concise and urgent SMS message to notify customers about a flash sale.",
+ "Write a casual social media post for millennials announcing a webinar with a signup call to action."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "channel-specific",
+ "content generation",
+ "automation",
+ "promotional",
+ "communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelType\":\"email\",\"audienceProfile\":\"Young professionals interested in tech gadgets\",\"tone\":\"professional\",\"messageGoal\":\"promote a new smartwatch launch\",\"callToAction\":\"Pre-order now\",\"language\":\"en\",\"maxLength\":300}",
+ "description": "Generate a professional email promoting a smartwatch launch targeting young tech-savvy adults with a pre-order CTA."
+ },
+ {
+ "inputJson": "{\"channelType\":\"socialMedia\",\"audienceProfile\":\"Millennials active on Instagram\",\"tone\":\"casual\",\"messageGoal\":\"announce a summer sale\",\"callToAction\":\"Shop today!\",\"language\":\"en\"}",
+ "description": "Create a casual Instagram post announcing a summer sale with a shopping CTA geared to millennial users."
+ },
+ {
+ "inputJson": "{\"channelType\":\"SMS\",\"audienceProfile\":\"Subscribers in New York interested in dining offers\",\"tone\":\"urgent\",\"messageGoal\":\"notify about a limited-time discount\",\"callToAction\":\"Reserve a table\",\"language\":\"en\",\"maxLength\":160}",
+ "description": "Generate an urgent SMS message notifying subscribers of a limited-time dining discount with a reservation CTA."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Channel",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createServer",
+ "description": "Generates engaging marketing copy to promote server infrastructure products or services. Accepts inputs describing the server's key features, target audience, tone, and purpose, then crafts persuasive text aimed at driving user interest and sales. Outputs polished promotional content tailored to specified marketing needs.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "serverName",
+ "type": "string",
+ "description": "Name of the server or server product to promote",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "features",
+ "type": "array",
+ "description": "List of key features and benefits of the server infrastructure",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience or customer persona",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the copy, e.g., professional, casual, persuasive",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "useCase",
+ "type": "string",
+ "description": "Primary use case or purpose of the server product",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated copy in characters",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with a 'marketingCopy' string field containing the generated promotional text"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create tailored marketing copy for server infrastructure products based on features, audience, and tone. It helps automate content creation for marketing campaigns, websites, or sales collateral.",
+ "limitations": "This tool cannot generate highly technical documentation, user manuals, or detailed specifications. It focuses purely on marketing and promotional language.",
+ "examples": [
+ "Create a persuasive product description for a cloud server targeting startups with a casual tone.",
+ "Generate concise marketing copy highlighting security features of an enterprise server for IT professionals.",
+ "Write engaging content for a new gaming server product aimed at gamers using a lively tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "server",
+ "infrastructure",
+ "promotion",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"serverName\":\"CloudX Pro\",\"features\":[\"99.99% uptime\",\"Scalable resources\",\"24/7 customer support\"],\"targetAudience\":\"startup tech companies\",\"tone\":\"casual\",\"useCase\":\"cloud computing platform\",\"maxLength\":300}",
+ "description": "Generate casual promotional copy for CloudX Pro server targeted at startup companies highlighting reliability and support."
+ },
+ {
+ "inputJson": "{\"serverName\":\"SecureCore 5000\",\"features\":[\"Advanced encryption\",\"Multi-factor authentication\",\"Automated security updates\"],\"targetAudience\":\"IT security professionals\",\"tone\":\"professional\",\"useCase\":\"enterprise security servers\",\"maxLength\":400}",
+ "description": "Create professional marketing content emphasizing the security features of SecureCore 5000 for IT experts."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Server",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createInstance",
+ "description": "This tool generates tailored marketing copywriting content for cloud infrastructure service instances. It accepts inputs describing instance features such as type, size, region, and target audience, then produces professionally written promotional text that highlights key benefits and use cases for the specified instance configuration.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "instanceType",
+ "type": "string",
+ "description": "The type of the infrastructure instance (e.g., virtual machine, container, database).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "instanceSize",
+ "type": "string",
+ "description": "The size or tier of the instance (e.g., small, medium, large, or specific resource allocation).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "region",
+ "type": "string",
+ "description": "The geographic region or data center location of the instance (e.g., US-East, Europe-West).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended audience for the marketing copy (e.g., startups, enterprise, developers).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of key technical or business features to emphasize in the copy (e.g., high availability, cost efficiency).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Preferred tone for the copywriting (e.g., professional, casual, persuasive).",
+ "required": false,
+ "defaultValue": "professional"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing copy text for the instance."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate compelling, customized marketing copy for cloud infrastructure instances based on specified features and audience. It helps create engaging promotional text suitable for product pages, brochures, or ads in technology marketing contexts.",
+ "limitations": "This tool cannot generate highly technical documentation or detailed specifications. It focuses on marketing-oriented language and does not replace technical writing or compliance-related texts.",
+ "examples": [
+ "Create promotional copy for a large virtual machine in US-East targeting startups highlighting cost efficiency and scalability.",
+ "Generate persuasive instance description for a small container in Europe-West aimed at developers emphasizing ease of deployment.",
+ "Produce professional marketing content for a medium database instance targeting enterprise clients focusing on high availability and security features."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "infrastructure",
+ "cloud",
+ "instance",
+ "promotion",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"instanceType\":\"virtual machine\",\"instanceSize\":\"large\",\"region\":\"US-East\",\"targetAudience\":\"startups\",\"keyFeatures\":[\"cost efficiency\",\"scalability\"],\"tone\":\"persuasive\"}",
+ "description": "Generate persuasive marketing copy for a large virtual machine in US-East for startups focusing on cost efficiency and scalability."
+ },
+ {
+ "inputJson": "{\"instanceType\":\"container\",\"instanceSize\":\"small\",\"region\":\"Europe-West\",\"targetAudience\":\"developers\",\"keyFeatures\":[\"ease of deployment\"],\"tone\":\"casual\"}",
+ "description": "Create casual tone marketing copy for a small container instance in Europe-West highlighting ease of deployment for developers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Instance",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createContainer",
+ "description": "Generates persuasive marketing copy describing container infrastructure solutions. Accepts input parameters detailing container technology features, target audience, and tone, then produces tailored promotional text suitable for websites, brochures, or ads that highlight the value and benefits of container platforms.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "containerType",
+ "type": "string",
+ "description": "Type of container infrastructure to promote, e.g., Docker, Kubernetes, or OpenShift.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended audience for the marketing copy, such as developers, CIOs, or DevOps teams.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of main features or advantages of the container platform to highlight in the copy.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the marketing text, e.g., professional, casual, or enthusiastic.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "outputLength",
+ "type": "number",
+ "description": "Approximate number of words for the created marketing text.",
+ "required": false,
+ "defaultValue": "150"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing copy text under a 'marketingCopy' key."
+ },
+ "aiAgent": {
+ "useCase": "When an AI agent needs to produce targeted marketing content for container infrastructure products or services, this tool creates clear, persuasive copy customized by container type, audience, and tone to facilitate promotional materials generation.",
+ "limitations": "This tool does not generate technical manuals, purely factual datasheets, or code snippets; it focuses on marketing text only.",
+ "examples": [
+ "Create a compelling ad copy for Kubernetes targeting DevOps engineers with an enthusiastic tone.",
+ "Generate website copy highlighting Docker's scalability features for CIOs in a professional tone.",
+ "Write a concise brochure description of OpenShift aimed at developers emphasizing key security benefits."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "container",
+ "infrastructure",
+ "promotional text",
+ "technology",
+ "DevOps",
+ "cloud"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"containerType\":\"Kubernetes\",\"targetAudience\":\"DevOps engineers\",\"keyFeatures\":[\"scalability\",\"automated deployment\",\"open-source\"],\"tone\":\"enthusiastic\",\"outputLength\":120}",
+ "description": "Generate energetic marketing copy for Kubernetes focusing on key benefits for DevOps engineers."
+ },
+ {
+ "inputJson": "{\"containerType\":\"Docker\",\"targetAudience\":\"CIOs\",\"keyFeatures\":[\"portability\",\"security\",\"ecosystem\"],\"tone\":\"professional\",\"outputLength\":150}",
+ "description": "Create professional marketing text emphasizing Docker's advantages for CIO-level decision makers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Container",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createComment",
+ "description": "Generates a concise and engaging comment for marketing or communication purposes based on the input topic, tone, and target audience. Accepts text inputs describing the context and desired sentiment, processes the information using natural language generation techniques, and outputs a polished comment suitable for social media, blogs, or promotional materials.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or content the comment should address.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone or style of the comment, e.g., friendly, professional, enthusiastic.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended audience for the comment to tailor the language and style accordingly.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the comment in characters; helps keep messages concise.",
+ "required": false,
+ "defaultValue": "280"
+ },
+ {
+ "name": "includeHashtags",
+ "type": "boolean",
+ "description": "Whether to include relevant hashtags to improve reach or engagement.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated comment text and optional metadata like length and hashtags."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal when an AI agent needs to create engaging and contextually appropriate comments for marketing campaigns, social media posts, or communication channels. It helps produce concise comments that fit a desired tone and audience, enhancing interaction and promotion effectiveness.",
+ "limitations": "It cannot produce deeply technical or confidential comments without proper context. Generated comments may need human review for brand voice compliance and cultural nuances.",
+ "examples": [
+ "Generate a friendly comment promoting a new eco-friendly product.",
+ "Create a professional comment for a B2B software announcement targeting IT managers.",
+ "Write a short enthusiastic comment for a social media post about a summer sale including hashtags."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "comment",
+ "marketing",
+ "social media",
+ "communication",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Launch of our new sustainable packaging line\",\"tone\":\"enthusiastic\",\"targetAudience\":\"environmentally conscious consumers\",\"maxLength\":200,\"includeHashtags\":true}",
+ "description": "Generate an enthusiastic comment promoting a new eco-friendly packaging product with hashtags."
+ },
+ {
+ "inputJson": "{\"topic\":\"Upcoming webinar on cybersecurity best practices\",\"tone\":\"professional\",\"targetAudience\":\"IT professionals\",\"maxLength\":150,\"includeHashtags\":false}",
+ "description": "Create a professional comment inviting IT professionals to a webinar without hashtags."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Comment",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createMention",
+ "description": "Generates a customized, engaging mention or shout-out text for marketing and promotional communications. Accepts inputs describing the person, brand, or entity to mention, the context or platform, tone style, and additional keywords to tailor the mention. Produces relevant, professional mention text ready for use in social media, blogs, or ads.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "mentionEntity",
+ "type": "string",
+ "description": "The name of the person, brand, product, or entity to mention in the text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "The communication context such as social media post, blog, email newsletter, or advertisement.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the mention text, e.g., casual, professional, enthusiastic, or formal.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "Additional keywords or attributes to incorporate into the mention for relevance and SEO purposes.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for the generated mention text to fit platform limits.",
+ "required": false,
+ "defaultValue": "280"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated mention text string optimized for the given inputs."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating short, targeted promotional or recognition mentions for individuals, brands, products, or services tailored to the intended platform and tone. Ideal for marketing campaigns, social media engagement posts, influencer shout-outs, or brand awareness efforts.",
+ "limitations": "This tool does not generate long-form copy or detailed descriptive content. It focuses on concise mention text and cannot handle complex narratives or factual verification beyond given inputs.",
+ "examples": [
+ "Create a warm, casual mention for a new tech startup for Twitter.",
+ "Generate a professional mention to recognize a collaborator in a newsletter.",
+ "Produce an enthusiastic shout-out featuring product features for an Instagram post."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "mention",
+ "promotion",
+ "social media",
+ "branding",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"mentionEntity\":\"EcoBright Solar\",\"context\":\"social media post\",\"tone\":\"enthusiastic\",\"keywords\":[\"renewable energy\",\"sustainability\"],\"maxLength\":140}",
+ "description": "Generate an enthusiastic mention for EcoBright Solar emphasizing renewable energy in a social media post."
+ },
+ {
+ "inputJson": "{\"mentionEntity\":\"Anna Smith\",\"context\":\"email newsletter\",\"tone\":\"professional\",\"keywords\":[\"collaboration\",\"teamwork\"],\"maxLength\":300}",
+ "description": "Create a professional mention recognizing Anna Smith's collaboration for an email newsletter."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Mention",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createThread",
+ "description": "Generates a structured communication thread by creating a series of engaging, topic-coherent messages. Accepts inputs such as topic, audience profile, thread length, and style preferences, then produces a sequence of connected messages suitable for social media or forum discussions.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the thread to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "audienceProfile",
+ "type": "string",
+ "description": "Description of the target audience to tailor tone and content appropriately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "threadLength",
+ "type": "number",
+ "description": "Number of messages or posts to generate in the thread.",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Preferred tone of the thread messages, e.g., formal, casual, humorous.",
+ "required": false,
+ "defaultValue": "casual"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call to action in the final message of the thread.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "platform",
+ "type": "string",
+ "description": "Intended platform for the thread, which may affect style and format (e.g. Twitter, Reddit).",
+ "required": false,
+ "defaultValue": "Twitter"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated thread as an ordered array of messages, each with message content and metadata like message number and suggested hashtags if applicable."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create a multi-message communication thread for marketing or promotional purposes, targeting specific audience segments and platforms to maximize engagement.",
+ "limitations": "Cannot guarantee platform-specific compliance such as length limits or community guidelines; generated content may require human review before publication.",
+ "examples": [
+ "Create a Twitter thread of 7 messages about the benefits of electric vehicles for environmentally conscious millennials.",
+ "Generate a casual Reddit discussion thread on the topic of home workouts during winter targeting fitness enthusiasts.",
+ "Produce a LinkedIn thread consisting of 5 professional messages highlighting the latest trends in AI technology for business executives."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "thread",
+ "social media",
+ "marketing",
+ "content creation",
+ "communication",
+ "promotional text"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of Electric Vehicles\",\"audienceProfile\":\"Environmentally conscious millennials\",\"threadLength\":7,\"tone\":\"informative\",\"includeCallToAction\":true,\"platform\":\"Twitter\"}",
+ "description": "Create a 7-message Twitter thread launching an informative discussion about electric vehicles targeting millennials interested in sustainability."
+ },
+ {
+ "inputJson": "{\"topic\":\"Home Workouts in Winter\",\"audienceProfile\":\"Fitness enthusiasts\",\"threadLength\":5,\"tone\":\"casual\",\"includeCallToAction\":false,\"platform\":\"Reddit\"}",
+ "description": "Generate a casual 5-message Reddit thread focused on home workouts during winter to engage fitness enthusiasts without a call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Thread",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createNotification",
+ "description": "Generates clear and engaging notification text for marketing, product updates, or user alerts. Accepts inputs such as notification purpose, tone, audience, and key message points. Produces a polished notification message ready for deployment across digital platforms.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "notificationType",
+ "type": "string",
+ "description": "Type of notification to create, e.g., 'product update', 'promotion', 'reminder'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Target audience for the notification, e.g., 'existing customers', 'newsletter subscribers'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the notification, such as 'formal', 'friendly', 'urgent'.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "keyMessage",
+ "type": "string",
+ "description": "The main message or offer to communicate in the notification.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Optional call to action phrase, e.g., 'Shop now', 'Learn more'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "characterLimit",
+ "type": "number",
+ "description": "Maximum character length for the notification text to fit platform restrictions.",
+ "required": false,
+ "defaultValue": "160"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted notification text ready for distribution."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to produce concise, audience-appropriate notification messages for marketing campaigns, app alerts, or product updates. Ideal for generating text that aligns with specified tones and character limits.",
+ "limitations": "Cannot design layout or handle multimedia content; focuses solely on text generation for notifications.",
+ "examples": [
+ "Create a friendly promotional notification for newsletter subscribers offering a 20% discount.",
+ "Generate an urgent product update notification for all users with a call to action to update the app.",
+ "Produce a reminder notification in a formal tone for existing customers about upcoming subscription renewal."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "notification",
+ "marketing",
+ "text generation",
+ "communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"notificationType\":\"promotion\",\"audience\":\"newsletter subscribers\",\"tone\":\"friendly\",\"keyMessage\":\"Get 20% off all items this weekend only!\",\"callToAction\":\"Shop now\",\"characterLimit\":160}",
+ "description": "Create a friendly promotional notification for newsletter subscribers offering a 20% discount."
+ },
+ {
+ "inputJson": "{\"notificationType\":\"product update\",\"audience\":\"all users\",\"tone\":\"urgent\",\"keyMessage\":\"Version 2.0 is live with new security features.\",\"callToAction\":\"Update now\",\"characterLimit\":160}",
+ "description": "Generate an urgent product update notification directing users to update their app."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Notification",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createMessage",
+ "description": "Generates a tailored marketing or promotional message based on input parameters including target audience, product details, tone of voice, and desired call to action. It processes these inputs to produce an engaging, coherent message suitable for marketing communication channels.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the audience the message is targeted to, including demographics or interests.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service the message is promoting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of key features or benefits to highlight about the product or service.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone or style of the message, such as friendly, professional, enthusiastic, or urgent.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Desired call to action to include, e.g., buy now, sign up, learn more.",
+ "required": false,
+ "defaultValue": "learn more"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length in characters for the generated message to ensure fit for specific channels.",
+ "required": false,
+ "defaultValue": "280"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing message string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a concise, targeted marketing or promotional message that incorporates specific product information, audience targeting, and tone. Ideal for social media, email campaigns, or online ads where messaging needs to be clear and engaging.",
+ "limitations": "The tool may not generate messages that are fully compliant with all regional advertising regulations or extremely specialized industry jargon without additional context.",
+ "examples": [
+ "Create a promotional message for a new fitness tracker targeting active millennials using a friendly tone.",
+ "Generate a professional message to announce a software update to enterprise clients with a call to action to upgrade.",
+ "Write an enthusiastic message for a limited-time discount on eco-friendly products aimed at environmentally conscious shoppers."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "promotion",
+ "message generation",
+ "advertising",
+ "communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"targetAudience\":\"young professionals aged 25-35 interested in health and wellness\",\"productName\":\"FitTrack Pro\",\"keyFeatures\":[\"24/7 heart rate monitor\",\"sleep tracking\",\"water resistant\"],\"tone\":\"enthusiastic\",\"callToAction\":\"buy now\",\"maxLength\":200}",
+ "description": "Generate an enthusiastic marketing message for a fitness tracker targeting young professionals with a clear call to action."
+ },
+ {
+ "inputJson": "{\"targetAudience\":\"small business owners\",\"productName\":\"Invoice Master\",\"keyFeatures\":[\"automated invoicing\",\"multi-currency support\",\"easy tax calculations\"],\"tone\":\"professional\",\"callToAction\":\"sign up\",\"maxLength\":150}",
+ "description": "Create a professional promotional message for invoicing software directed at small business owners encouraging sign ups."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Message",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createKey",
+ "description": "Generates compelling, persuasive marketing copy for security keys and related security hardware. Accepts product details and target audience info, crafts tailored promotional text highlighting key features and security benefits, and outputs ready-to-use copy for marketing materials or product pages.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The official name of the security key product to promote.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productFeatures",
+ "type": "array",
+ "description": "List of key technical features and specifications of the security key.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended users or customer segment for the security key.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the marketing copy such as professional, friendly, or technical.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate length of the marketing text in words.",
+ "required": false,
+ "defaultValue": "150"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated marketing copy as a string under the 'marketingCopy' field."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating marketing content for security hardware products like security keys. It helps create targeted, feature-focused copy tailored to specific audiences, improving promotional materials with persuasive text highlighting product security benefits.",
+ "limitations": "Cannot generate detailed technical datasheets or exhaustive manuals; focuses solely on marketing style content. It does not provide legal or compliance verbiage.",
+ "examples": [
+ "Create promotional copy for a new biometric security key aimed at enterprise IT admins in a professional tone, about 150 words.",
+ "Generate friendly and concise marketing text for a USB security key targeting everyday consumers.",
+ "Write a technical-sounding advertising paragraph highlighting multi-factor authentication features of a security key for cybersecurity professionals."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "security",
+ "security key",
+ "promotional text",
+ "product description"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"SecurePass Pro\",\"productFeatures\":[\"FIDO2 compliant\",\"Biometric fingerprint sensor\",\"Multi-factor authentication support\",\"Water resistant\",\"USB-C and NFC connectivity\"],\"targetAudience\":\"Enterprise IT administrators looking to enhance login security\",\"tone\":\"professional\",\"length\":150}",
+ "description": "Generate professional marketing copy for SecurePass Pro targeting enterprise IT admins."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Key",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createCredential",
+ "description": "This tool generates professional and persuasive copywriting text for digital security credentials, such as user access tokens and authentication badges. It accepts inputs detailing the credential type, audience, and usage context, then produces clear and compelling descriptive text for marketing or user guidance purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "credentialType",
+ "type": "string",
+ "description": "The type of digital credential to describe (e.g., access token, security badge).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended audience for the credential text (e.g., IT admins, end users).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageContext",
+ "type": "string",
+ "description": "The context or scenario in which the credential is used (e.g., multi-factor authentication, secure login).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the copywriting output (e.g., professional, friendly, technical).",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the output text in words.",
+ "required": false,
+ "defaultValue": "100"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated credential descriptive text under the key 'credentialCopy'. The output is optimized for clarity and marketing effectiveness."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create engaging, clear, and market-friendly descriptive text for digital security credentials, such as in onboarding materials, product descriptions, or internal documentation. It helps transform credential technical details into audience-appropriate copy to improve understanding and adoption.",
+ "limitations": "The tool focuses on writing copy and does not generate actual security credentials or validate their security properties. It also may not cover deeply technical or legal compliance language accurately.",
+ "examples": [
+ "Create a friendly description of an access token for end users to explain its usage in a mobile app.",
+ "Generate professional copy explaining a security badge for IT administrators implementing role-based access control.",
+ "Write a concise, technical overview for a multi-factor authentication credential to be used in training materials."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "security",
+ "credential",
+ "marketing",
+ "digital identity",
+ "authentication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"credentialType\":\"Access Token\",\"targetAudience\":\"End Users\",\"usageContext\":\"Secure login to mobile app\",\"tone\":\"friendly\",\"length\":80}",
+ "description": "Generate friendly, concise copy describing an access token for end users using a mobile app."
+ },
+ {
+ "inputJson": "{\"credentialType\":\"Security Badge\",\"targetAudience\":\"IT Administrators\",\"usageContext\":\"Role-based access control management\",\"tone\":\"professional\",\"length\":120}",
+ "description": "Create professional copy explaining security badges for IT admins managing access."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Credential",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createCertificate",
+ "description": "This tool generates professionally worded certificate texts for security and compliance domains. It accepts details such as recipient name, certificate type, issuing authority, date, and purpose, then crafts a formal certificate text suitable for printing or digital presentation.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "recipientName",
+ "type": "string",
+ "description": "Full name of the certificate recipient, to be included on the certificate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "certificateType",
+ "type": "string",
+ "description": "Type of certificate to generate (e.g., 'Security Compliance', 'Data Protection Training').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "issuingAuthority",
+ "type": "string",
+ "description": "Name of the organization or authority issuing the certificate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dateIssued",
+ "type": "string",
+ "description": "Date when the certificate is issued, in ISO format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "purposeDescription",
+ "type": "string",
+ "description": "Brief description of what the certificate recognizes or validates.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSignatureLine",
+ "type": "boolean",
+ "description": "Whether to include a placeholder for a signature line at the bottom of the certificate.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the fully composed certificate text and metadata such as the title and formatted date."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create formal certificate text for security or compliance achievements to present professionally to individuals or organizations. It helps automate generating consistent, clear, and proper certificate wording based on given input details.",
+ "limitations": "This tool only generates textual content for certificates; it does not create visual layouts, graphic design, or official certificate files like PDFs or images.",
+ "examples": [
+ "Create a certificate text for a cybersecurity awareness course completion.",
+ "Generate a security compliance certificate text for a company issued by the regulatory board.",
+ "Write certificate wording recognizing a data protection officer's training completion issued by an internal security team."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "certificate",
+ "security",
+ "compliance",
+ "document",
+ "certificateText"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientName\":\"Jane Doe\",\"certificateType\":\"Security Compliance\",\"issuingAuthority\":\"Global Security Board\",\"dateIssued\":\"2024-07-01\",\"purposeDescription\":\"successful completion of the 2024 Security Compliance Program\",\"includeSignatureLine\":true}",
+ "description": "Generate a Security Compliance certificate text recognizing Jane Doe's successful completion of the 2024 Security Compliance Program issued by Global Security Board."
+ },
+ {
+ "inputJson": "{\"recipientName\":\"John Smith\",\"certificateType\":\"Data Protection Training\",\"issuingAuthority\":\"InfoSec Department\",\"dateIssued\":\"2024-06-15\",\"purposeDescription\":\"completion of mandatory data protection and privacy training\",\"includeSignatureLine\":false}",
+ "description": "Create a Data Protection Training certificate text for John Smith issued by the InfoSec Department without a signature line."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Certificate",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createIncident",
+ "description": "This tool generates professional, clear incident reports for security-related events based on provided details like incident type, description, severity, and response actions. It accepts structured input about the incident and produces a concise, formal written incident report suitable for communication with stakeholders or documentation purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "incidentType",
+ "type": "string",
+ "description": "The category or type of the security incident (e.g., data breach, ransomware attack).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "incidentDescription",
+ "type": "string",
+ "description": "A detailed description of what occurred during the incident.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "impactSeverity",
+ "type": "string",
+ "description": "Severity level of the incident impact (e.g., low, medium, high, critical).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "detectionDateTime",
+ "type": "string",
+ "description": "Date and time when the incident was first detected, in ISO 8601 format.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "affectedSystems",
+ "type": "array",
+ "description": "List of affected systems, services, or assets involved in the incident.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "mitigationActions",
+ "type": "string",
+ "description": "Description of actions taken to contain or mitigate the incident.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "reportAudience",
+ "type": "string",
+ "description": "Intended audience of the report (e.g., internal stakeholders, customers, regulatory bodies).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a well-formatted textual incident report summarizing the incident details in professional language."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create formal incident reports from raw incident data to communicate clearly with stakeholders or document incidents properly. It helps transform structured incident details into polished, readable reports that highlight critical information, impact, and response efforts.",
+ "limitations": "This tool cannot verify incident facts or replace in-depth forensic analysis. It is not designed to generate incident remediation plans or technical logs directly, only narrative reports based on inputs.",
+ "examples": [
+ "Create an incident report for a recent data breach affecting customer data with high severity.",
+ "Generate a formal report describing actions taken during a ransomware attack found yesterday.",
+ "Summarize a security incident involving unauthorized access to internal systems for management review."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "security",
+ "incident reporting",
+ "communication",
+ "documentation",
+ "security incident"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"incidentType\":\"Data Breach\",\"incidentDescription\":\"Unauthorized access detected in customer database exposing email addresses.\",\"impactSeverity\":\"High\",\"detectionDateTime\":\"2024-06-10T14:23:00Z\",\"affectedSystems\":[\"Customer DB\",\"Email Marketing System\"],\"mitigationActions\":\"Access blocked, passwords reset, forensic investigation initiated.\",\"reportAudience\":\"Internal Management\"}",
+ "description": "A high severity data breach incident with details on detection, impact and mitigation for internal management."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Incident",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createSecret",
+ "description": "Generates compelling marketing copy emphasizing product or service secrecy features, such as confidentiality, security, or exclusivity. Accepts inputs including product details, target audience, and tone, producing persuasive secret-focused promotional text to enhance appeal and trust in security-sensitive markets.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service to be marketed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "secretFeatureDescription",
+ "type": "string",
+ "description": "Description of the secret, confidentiality, or security feature to highlight.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended audience or customer segment for the copy.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone or style of the copy, such as professional, casual, or urgent.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "copyLength",
+ "type": "number",
+ "description": "Approximate desired length of the generated copy in words.",
+ "required": false,
+ "defaultValue": "100"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated secret-focused marketing copy as a string."
+ },
+ "aiAgent": {
+ "useCase": "When an AI agent needs to create marketing content that highlights the secrecy, confidentiality, or security aspects of a product or service to attract customers who value privacy or exclusive features. Suitable for promotional materials emphasizing trust and discretion.",
+ "limitations": "Does not generate technical security documentation or actual encryption keys; focuses strictly on persuasive copywriting. Cannot verify factual accuracy of security claims.",
+ "examples": [
+ "Create secret-focused marketing copy for a new encrypted messaging app targeting privacy-conscious users.",
+ "Generate a promotional paragraph emphasizing the exclusive, confidential nature of a premium membership service.",
+ "Write professional marketing text highlighting the security features of a cloud storage solution for enterprises."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "security",
+ "secret",
+ "promotional",
+ "content generation",
+ "privacy",
+ "confidentiality"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"SecureChat\",\"secretFeatureDescription\":\"end-to-end encryption ensuring no third-party access\",\"targetAudience\":\"privacy-conscious consumers\",\"tone\":\"professional\",\"copyLength\":100}",
+ "description": "Generate professional copy for SecureChat emphasizing its end-to-end encryption for privacy-focused users."
+ },
+ {
+ "inputJson": "{\"productName\":\"EliteClub\",\"secretFeatureDescription\":\"exclusive membership with confidential benefits\",\"targetAudience\":\"affluent individuals\",\"tone\":\"luxurious\",\"copyLength\":80}",
+ "description": "Create luxurious copy promoting EliteClub’s secretive, exclusive membership benefits for wealthy clients."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Secret",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createAlert",
+ "description": "Generates a professionally written security alert message based on provided incident details, target audience, and urgency level. Accepts inputs like incident type, description, affected systems, and urgency, then crafts a clear, concise alert suitable for internal or external communication.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "incidentType",
+ "type": "string",
+ "description": "Type of security incident (e.g., data breach, malware, phishing).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "incidentDescription",
+ "type": "string",
+ "description": "Detailed description of the incident, including what happened and impact.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "affectedSystems",
+ "type": "array",
+ "description": "List of affected systems, services, or locations.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "urgencyLevel",
+ "type": "string",
+ "description": "Urgency level of the alert (e.g., low, medium, high, critical).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Audience for the alert (e.g., internal staff, customers, partners).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recommendedActions",
+ "type": "string",
+ "description": "Suggested next steps or mitigations for recipients to follow.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated alert message text and a brief summary for quick reference."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a clear, professional security alert needs to be quickly created based on incident details. Ideal for informing stakeholders with a properly structured and audience-appropriate message about security issues and required actions.",
+ "limitations": "Cannot replace legal or official communications requiring approvals. Does not perform incident analysis or verify incident accuracy. It generates text only based on inputs provided.",
+ "examples": [
+ "Create a high urgency alert for a phishing attack affecting email systems to internal staff with recommended actions.",
+ "Generate a medium urgency alert for a malware outbreak affecting endpoint devices for IT partners.",
+ "Draft a low urgency alert about a minor data exposure incident directed to customers."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "security",
+ "alert",
+ "notification",
+ "incident communication",
+ "marketing",
+ "internal communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"incidentType\":\"Phishing Scam\",\"incidentDescription\":\"A phishing email campaign was detected targeting employees with malicious links.\",\"affectedSystems\":[\"Email System\"],\"urgencyLevel\":\"High\",\"targetAudience\":\"Internal Staff\",\"recommendedActions\":\"Do not click on suspicious links; report emails to IT immediately.\"}",
+ "description": "Generate a high urgency alert for internal staff describing a phishing scam affecting email systems."
+ },
+ {
+ "inputJson": "{\"incidentType\":\"Malware Infection\",\"incidentDescription\":\"Several endpoint devices were found infected by ransomware.\",\"affectedSystems\":[\"Endpoint Devices\"],\"urgencyLevel\":\"Critical\",\"targetAudience\":\"IT Partners\",\"recommendedActions\":\"Isolate affected devices and begin incident response protocols.\"}",
+ "description": "Create a critical alert for IT partners about ransomware infection on endpoint devices."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Alert",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createVulnerability",
+ "description": "Generates clear, concise vulnerability descriptions for security advisories or reports. Accepts inputs like vulnerability type, affected software, impact severity, and technical details, processes this data to produce well-structured, professional vulnerability write-ups suitable for communication to technical and non-technical audiences.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "vulnerabilityType",
+ "type": "string",
+ "description": "Type or category of the vulnerability (e.g., SQL Injection, Buffer Overflow).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "affectedSoftware",
+ "type": "string",
+ "description": "Name and version(s) of the software affected by the vulnerability.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "impactSeverity",
+ "type": "string",
+ "description": "Severity level of the vulnerability (e.g., Low, Medium, High, Critical).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "technicalDetails",
+ "type": "string",
+ "description": "Technical description including how the vulnerability can be exploited or occurs.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "mitigationAdvice",
+ "type": "string",
+ "description": "Recommended mitigations or remediation actions to address the vulnerability.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "audienceType",
+ "type": "string",
+ "description": "Target audience for the output (e.g., technical, non-technical, executive).",
+ "required": false,
+ "defaultValue": "technical"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated vulnerability description formatted for the specified audience, including a summary, impact, and mitigation sections."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating professional vulnerability descriptions for security advisories, reports, or documentation requiring clear communication of technical details and impact to various audiences. It helps in drafting initial write-ups that comply with security communication best practices.",
+ "limitations": "This tool cannot verify or discover vulnerabilities. It relies solely on the input provided and does not replace expert security analysis or vulnerability validation.",
+ "examples": [
+ "Generate a vulnerability description for a cross-site scripting flaw in version 2.5 of a web app targeting non-technical managers.",
+ "Create a detailed report entry describing a critical buffer overflow in a networking library used in embedded devices.",
+ "Draft mitigation advice for a new SQL injection vulnerability found in a CMS platform."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "security",
+ "vulnerability",
+ "reporting",
+ "documentation",
+ "communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"vulnerabilityType\":\"Cross-Site Scripting (XSS)\",\"affectedSoftware\":\"ExampleCMS 3.2.1\",\"impactSeverity\":\"High\",\"technicalDetails\":\"The vulnerability is due to improper sanitization of user input in the comment submission form, allowing execution of arbitrary JavaScript.\",\"mitigationAdvice\":\"Apply input validation and output encoding on all user-generated content.\",\"audienceType\":\"non-technical\"}",
+ "description": "Generate a user-friendly vulnerability description for a cross-site scripting bug in a CMS, intended for non-technical readers."
+ },
+ {
+ "inputJson": "{\"vulnerabilityType\":\"Buffer Overflow\",\"affectedSoftware\":\"NetSecureLib v1.4\",\"impactSeverity\":\"Critical\",\"technicalDetails\":\"A buffer overflow occurs in the packet parsing function when processing oversized network frames, leading to potential remote code execution.\",\"mitigationAdvice\":\"Update to the latest version 1.5 where bounds checking is enforced.\",\"audienceType\":\"technical\"}",
+ "description": "Create a technical report snippet describing a critical buffer overflow vulnerability in a networking library with recommended action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Vulnerability",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createForecast",
+ "description": "Generates a clear, concise business forecast text based on provided historical data, market trends, time horizon, and business goals. It processes numerical and qualitative inputs to create a persuasive marketing-style forecast for business planning or promotional purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "historicalDataSummary",
+ "type": "string",
+ "description": "A brief summary of past performance metrics relevant to the forecast (e.g., sales figures, growth rates).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "marketTrends",
+ "type": "string",
+ "description": "Description of current relevant market conditions or trends affecting the business domain.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeHorizonMonths",
+ "type": "number",
+ "description": "The forecast period in months, indicating how far ahead to project the forecast.",
+ "required": true,
+ "defaultValue": "12"
+ },
+ {
+ "name": "businessGoals",
+ "type": "string",
+ "description": "Business objectives or targets to highlight or align the forecast with.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone or style for the forecast text (e.g., optimistic, conservative, neutral).",
+ "required": false,
+ "defaultValue": "optimistic"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated forecast text and a summary highlight."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating persuasive business forecast texts for marketing materials, investor updates, strategic planning documents, or promotional content where a forecast is needed from given historical and market data inputs. It helps produce coherent narrative forecasts based on numerical and qualitative data inputs.",
+ "limitations": "This tool cannot generate precise quantitative models or replace detailed financial modeling; it creates text forecasts based on inputs without deep statistical computations.",
+ "examples": [
+ "Create a 12-month optimistic sales forecast to use in a product launch presentation.",
+ "Generate a conservative business growth forecast highlighting market challenges for an investor report.",
+ "Write a neutral forecast summary focusing on new market trends and business goals for internal strategy planning."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "forecast",
+ "business",
+ "marketing",
+ "text generation",
+ "planning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"historicalDataSummary\":\"Our revenue grew 15% annually over the past 3 years.\",\"marketTrends\":\"Increasing demand in sustainable products and eco-conscious consumer base.\",\"timeHorizonMonths\":12,\"businessGoals\":\"Expand market share by 10% and launch two new product lines.\",\"tone\":\"optimistic\"}",
+ "description": "Generate a 12-month optimistic business forecast emphasizing growth and new products based on historical and market data."
+ },
+ {
+ "inputJson": "{\"historicalDataSummary\":\"Sales declined 5% last year due to supply chain disruptions.\",\"marketTrends\":\"Market facing strong competition and fluctuating raw material costs.\",\"timeHorizonMonths\":6,\"businessGoals\":\"Maintain current customer base and reduce costs.\",\"tone\":\"conservative\"}",
+ "description": "Create a 6-month conservative forecast focusing on cost management and stable customer retention amid challenges."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Forecast",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createRisk",
+ "description": "Generates clear, concise marketing copy describing security risks for products or services. Accepts inputs like risk type, target audience, severity level, and context to produce persuasive, informative text for awareness campaigns, product pages, or security advisories.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "riskType",
+ "type": "string",
+ "description": "The specific type of security risk to describe (e.g., phishing, data breach).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Who the risk description is aimed at (e.g., general users, IT professionals).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "severityLevel",
+ "type": "string",
+ "description": "The risk severity level (e.g., low, medium, high) to emphasize in the copy.",
+ "required": false,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "Additional context about the risk or environment where it applies (e.g., cloud services, mobile apps).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone or style of the copy (e.g., formal, simple, urgent).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length for the generated text in characters.",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated risk marketing copy as a string field 'riskCopy'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to produce effective marketing or informational copy focused on explaining security risks tailored to a specific audience. It helps convert technical risk details into clear, engaging promotional or educational text.",
+ "limitations": "This tool does not perform risk assessment or validation. It cannot generate technical documentation or detailed security reports. It relies solely on provided inputs to generate copy and may not capture all nuances of complex risks.",
+ "examples": [
+ "Create marketing text warning general users about high severity phishing risks in mobile apps.",
+ "Produce a formal description of medium severity data breach risks targeting IT professionals.",
+ "Generate a simple, urgent warning about ransomware threats in cloud services for a newsletter."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "security",
+ "risk",
+ "marketing",
+ "awareness",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"riskType\":\"phishing\",\"targetAudience\":\"general users\",\"severityLevel\":\"high\",\"context\":\"mobile apps\",\"tone\":\"urgent\",\"maxLength\":300}",
+ "description": "Generate an urgent warning about high severity phishing risk targeting general users using mobile apps."
+ },
+ {
+ "inputJson": "{\"riskType\":\"data breach\",\"targetAudience\":\"IT professionals\",\"severityLevel\":\"medium\",\"context\":\"cloud services\",\"tone\":\"formal\",\"maxLength\":400}",
+ "description": "Produce formal marketing copy about medium severity data breach risks for IT professionals focused on cloud services."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Risk",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createThreat",
+ "description": "Generates a realistic, detailed security threat description based on given parameters such as threat type, attack vector, target system, and severity level. It processes structured inputs to produce a comprehensive promotional or awareness text about cybersecurity threats suitable for marketing or educational content.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "threatType",
+ "type": "string",
+ "description": "Type of threat to describe (e.g., phishing, ransomware, DDoS).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "attackVector",
+ "type": "string",
+ "description": "The method or entry point used by the threat (e.g., email, network, USB).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetSystem",
+ "type": "string",
+ "description": "The target environment or system affected by the threat (e.g., corporate network, IoT devices).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "severityLevel",
+ "type": "string",
+ "description": "The level of threat severity (e.g., low, medium, high, critical).",
+ "required": false,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "industry",
+ "type": "string",
+ "description": "Industry or sector for contextualizing the threat (e.g., finance, healthcare).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeMitigationTips",
+ "type": "boolean",
+ "description": "Whether to append actionable mitigation advice to the threat description.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a coherent, engaging threat description text suitable for marketing, awareness campaigns, or security blogs."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal when an AI agent needs to generate compelling, informative descriptions of cybersecurity threats for marketing materials, cybersecurity awareness content, blogs, or educational campaigns. It helps transform technical threat data into understandable and engaging copy for a general or specialized audience.",
+ "limitations": "The tool does not analyze real-time threat data or perform vulnerability assessments; it only generates descriptive copy based on provided parameters and may not reflect current threat trends or real attack data.",
+ "examples": [
+ "Generate a description about ransomware targeting healthcare with high severity including mitigation tips.",
+ "Create a phishing threat description focused on email attack vectors for corporate networks without mitigation tips.",
+ "Write a DDoS attack description for financial services with critical severity."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "security",
+ "threat",
+ "marketing",
+ "cybersecurity",
+ "awareness"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"threatType\":\"ransomware\",\"attackVector\":\"email attachments\",\"targetSystem\":\"healthcare systems\",\"severityLevel\":\"high\",\"industry\":\"healthcare\",\"includeMitigationTips\":true}",
+ "description": "Generate a high severity ransomware threat description targeting healthcare systems via email attachments, including mitigation advice."
+ },
+ {
+ "inputJson": "{\"threatType\":\"phishing\",\"attackVector\":\"email\",\"targetSystem\":\"corporate network\",\"severityLevel\":\"medium\",\"industry\":\"finance\",\"includeMitigationTips\":false}",
+ "description": "Create a phishing threat description aimed at corporate networks in finance sector, medium severity, without mitigation tips."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Threat",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createBudget",
+ "description": "Generates a detailed business budget proposal text based on input financial data and project parameters. Accepts project goals, estimated costs, duration, and key financial assumptions, then produces a clear, persuasive budget document ready for stakeholder review or marketing contexts.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the project or business initiative the budget is for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "totalBudget",
+ "type": "number",
+ "description": "The total amount of money allocated or requested for the project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "durationMonths",
+ "type": "number",
+ "description": "The timeframe in months over which the budget applies.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "costBreakdown",
+ "type": "object",
+ "description": "A detailed object containing key cost categories and their respective amounts (e.g., personnel, equipment, marketing).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "financialAssumptions",
+ "type": "string",
+ "description": "Any financial assumptions or constraints that affect the budget, such as expected inflation or resource availability.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended audience of the budget document, e.g., internal management, investors, partners.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a formatted budget proposal text string that summarizes the financial plan clearly and persuasively."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create coherent, professional budget proposals from raw financial and project data. It helps generate persuasive and structured budget overviews for business presentations, investor pitches, or internal planning documents.",
+ "limitations": "Cannot perform actual financial validations or audits; outputs based solely on user input and basic formatting; detailed financial accuracy must be verified by experts.",
+ "examples": [
+ "Create a project budget summary for an IT development initiative with a $500,000 budget over 12 months.",
+ "Generate a marketing campaign budget proposal based on provided costs for personnel, media buys, and creative expenses.",
+ "Produce a clear and concise budget document for internal stakeholders showing cost allocation across departments."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "budget",
+ "business",
+ "financial writing",
+ "proposal generation",
+ "marketing",
+ "financial planning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"New App Launch\",\"totalBudget\":300000,\"durationMonths\":6,\"costBreakdown\":{\"personnel\":150000,\"marketing\":80000,\"equipment\":30000,\"miscellaneous\":40000},\"financialAssumptions\":\"Costs assume moderate inflation and stable supplier pricing.\",\"targetAudience\":\"investors\"}",
+ "description": "Budget proposal for a 6 month new app launch project with detailed cost categories."
+ },
+ {
+ "inputJson": "{\"projectName\":\"Annual Marketing Campaign\",\"totalBudget\":120000,\"durationMonths\":12,\"costBreakdown\":{\"mediaBuy\":60000,\"creativeProduction\":30000,\"staffSalaries\":20000,\"contingency\":10000},\"financialAssumptions\":\"Budget assumes 5% annual marketing cost increase.\",\"targetAudience\":\"management\"}",
+ "description": "Marketing campaign budget over one year with breakdown for media, creative, and salaries."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Budget",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createPayment",
+ "description": "Generates clear, persuasive marketing copy for payment-related communications such as invoices, payment reminders, payment confirmations, or payment plan offers. Accepts details about the payment context and target audience, then produces professional text tailored to the specified purpose.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "paymentType",
+ "type": "string",
+ "description": "Type of payment material to create, e.g., invoice, reminder, confirmation, plan offer.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "amount",
+ "type": "number",
+ "description": "Monetary amount related to the payment.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "currency",
+ "type": "string",
+ "description": "Currency code for the amount, e.g., USD, EUR.",
+ "required": false,
+ "defaultValue": "USD"
+ },
+ {
+ "name": "dueDate",
+ "type": "string",
+ "description": "Due date for payment in ISO format (YYYY-MM-DD), if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientName",
+ "type": "string",
+ "description": "Name of the payment recipient or customer.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the copy, e.g., formal, friendly, urgent.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "additionalInfo",
+ "type": "string",
+ "description": "Extra details or instructions to include in the payment text.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated payment-related copy text as 'text' and metadata including type and tone."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate professional marketing or transactional copy related to payments, such as sending payment reminders or confirming a received payment. It helps create clear, appropriate text quickly tailored to the payment context and audience.",
+ "limitations": "This tool cannot generate actual payment processing data or legal documents, nor can it replace personalized financial advice. It only produces marketing-style text for payment communications.",
+ "examples": [
+ "Create a friendly payment reminder for a $150 invoice due on 2024-07-01 addressed to John Doe.",
+ "Generate a formal payment confirmation message for a completed $99.99 payment in USD.",
+ "Produce a promotional text offering a payment plan option with clear terms and friendly tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "payment",
+ "marketing",
+ "financial communication",
+ "text generation",
+ "business",
+ "invoicing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"paymentType\":\"reminder\",\"amount\":150,\"currency\":\"USD\",\"dueDate\":\"2024-07-01\",\"recipientName\":\"John Doe\",\"tone\":\"friendly\",\"additionalInfo\":\"Please pay via bank transfer.\"}",
+ "description": "Generate a friendly payment reminder for John Doe about an invoice of $150 due on July 1, 2024."
+ },
+ {
+ "inputJson": "{\"paymentType\":\"confirmation\",\"amount\":99.99,\"currency\":\"USD\",\"recipientName\":\"Jane Smith\",\"tone\":\"formal\"}",
+ "description": "Create a formal payment confirmation message for Jane Smith for a payment of $99.99."
+ },
+ {
+ "inputJson": "{\"paymentType\":\"plan offer\",\"tone\":\"friendly\",\"additionalInfo\":\"Two monthly installments with no interest.\"}",
+ "description": "Produce a friendly promotional text offering a no-interest payment plan with two installments."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Payment",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createExpense",
+ "description": "Generates professional and clear expense descriptions and justifications for business communication, based on input details like amount, purpose, date, and category. Produces formatted text suitable for reimbursement requests, reports, or documentation.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "amount",
+ "type": "number",
+ "description": "Expense amount in the relevant currency.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "currency",
+ "type": "string",
+ "description": "Currency code for the expense, e.g., USD, EUR.",
+ "required": false,
+ "defaultValue": "USD"
+ },
+ {
+ "name": "expenseDate",
+ "type": "string",
+ "description": "Date of the expense in ISO 8601 format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "category",
+ "type": "string",
+ "description": "Category or type of expense (e.g., travel, meals, office supplies).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "purpose",
+ "type": "string",
+ "description": "Brief explanation of the reason for the expense.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "additionalDetails",
+ "type": "string",
+ "description": "Any additional details or context to include in the expense description.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated expense description text formatted suitably for business use."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create clear, concise, and professional expense descriptions or justifications for business reimbursements, accounting, or reporting based on minimal input details. It helps automate writing expense narratives for documentation or communication.",
+ "limitations": "This tool generates text descriptions only and does not perform expense validation, approval, or processing. It cannot verify receipt authenticity or compliance with company policy.",
+ "examples": [
+ "Create a detailed description for a $150 meal expense during a client meeting on 2024-05-10.",
+ "Generate an expense justification for a $300 office supply purchase on 2024-04-22.",
+ "Produce a reimbursement description for a $450 travel expense categorized as 'transportation'."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "expense",
+ "business",
+ "finance",
+ "reporting",
+ "text-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"amount\":150,\"currency\":\"USD\",\"expenseDate\":\"2024-05-10\",\"category\":\"meals\",\"purpose\":\"Client meeting lunch\",\"additionalDetails\":\"Lunch with potential client to discuss project scope.\"}",
+ "description": "Generate description for a meal expense for a client meeting."
+ },
+ {
+ "inputJson": "{\"amount\":300,\"category\":\"office supplies\",\"purpose\":\"New office chairs for team members\",\"expenseDate\":\"2024-04-22\"}",
+ "description": "Create justification for an office supplies purchase."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Expense",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createOrder",
+ "description": "Generates persuasive and clear marketing copy to promote a product order, based on input details such as product name, quantity, target audience, and desired tone. It processes these inputs to produce compelling order-related promotional text suitable for emails, ads, or websites.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product to feature in the order copy",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "quantity",
+ "type": "number",
+ "description": "Number of units to be ordered or promoted",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the audience intended to receive the promotional text",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Style or mood of the copy, e.g., friendly, professional, urgent",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Specific call to action to include, e.g., \"Order now\", \"Limited offer\"",
+ "required": false,
+ "defaultValue": "Order now"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated promotional order copy as a string under the key 'orderCopy'"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create tailored marketing text that encourages customers to place an order for a product. Ideal for generating dynamic promotional content for emails, advertisements, or landing pages based on product details and audience context.",
+ "limitations": "Cannot perform actual order processing or validate inventory; it focuses solely on copywriting for promotional purposes.",
+ "examples": [
+ "Create order copy to promote 100 units of a new eco-friendly water bottle to young professionals with an urgent tone.",
+ "Generate friendly marketing text for ordering 50 custom notebooks targeting students with a call to action to buy now.",
+ "Write a professional order prompt for 200 office chairs aimed at corporate clients with a 'Limited time offer' CTA."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "order",
+ "promotional text",
+ "business",
+ "sales",
+ "advertising"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoBottle\",\"quantity\":100,\"targetAudience\":\"young professionals\",\"tone\":\"urgent\",\"callToAction\":\"Order now\"}",
+ "description": "Generate urgent, persuasive copy promoting an order of 100 EcoBottles for young professionals."
+ },
+ {
+ "inputJson": "{\"productName\":\"Custom Notebook\",\"quantity\":50,\"targetAudience\":\"students\",\"tone\":\"friendly\",\"callToAction\":\"Buy now\"}",
+ "description": "Create friendly and inviting order copy for 50 custom notebooks targeting students."
+ },
+ {
+ "inputJson": "{\"productName\":\"Office Chair Model X\",\"quantity\":200,\"targetAudience\":\"corporate clients\",\"tone\":\"professional\",\"callToAction\":\"Limited time offer\"}",
+ "description": "Produce professional marketing text to promote ordering 200 office chairs to corporate clients with a limited time promotion."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Order",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createDeal",
+ "description": "Generates persuasive marketing copy for business deals based on input parameters like offer details, target audience, tone, and call-to-action. Processes the inputs to create engaging promotional text for use in advertising campaigns, emails, or websites.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "dealTitle",
+ "type": "string",
+ "description": "The title or headline of the deal or promotion to be advertised.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "offerDetails",
+ "type": "string",
+ "description": "The specific details or description of the deal, including discounts, benefits, or conditions.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "A brief description of the intended audience for the deal (e.g., tech enthusiasts, holiday shoppers).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the copy, such as friendly, urgent, formal, or playful.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "The call-to-action phrase to encourage customer response (e.g., 'Shop Now', 'Limited Time Offer').",
+ "required": false,
+ "defaultValue": "Act Now!"
+ },
+ {
+ "name": "expirationDate",
+ "type": "string",
+ "description": "Optional expiration date of the deal to create urgency in the copy (format ISO 8601 date).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated promotional deal copy as a string under the 'dealCopy' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating marketing or promotional text for specific business deals or offers. It helps create compelling messaging tailored to the deal's specifics, preferred tone, and target audience to increase customer engagement and conversions.",
+ "limitations": "Does not verify factual accuracy of deal details; cannot replace human review for compliance or legal checks. Also, it does not generate graphics or multimedia content.",
+ "examples": [
+ "Create a friendly and urgent promotional text advertising a 30% off winter sale for fashion shoppers with a call-to-action 'Shop Now' and expiration date.",
+ "Generate formal marketing copy for a business bulk purchase discount aimed at corporate clients with a polite call-to-action.",
+ "Write a playful promotional message for a weekend flash deal on electronics targeting tech enthusiasts without a specified expiration date."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "deal",
+ "promotion",
+ "advertising",
+ "text-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dealTitle\":\"Winter Sale - 30% Off All Fashion\",\"offerDetails\":\"Enjoy 30% discount on all winter apparel including coats, scarves, and boots.\",\"targetAudience\":\"fashion shoppers\",\"tone\":\"friendly\",\"callToAction\":\"Shop Now\",\"expirationDate\":\"2024-12-31\"}",
+ "description": "Generate a friendly promotional copy for a winter sale deal targeting fashion shoppers with a call-to-action and expiration date."
+ },
+ {
+ "inputJson": "{\"dealTitle\":\"Bulk Purchase Discount\",\"offerDetails\":\"Receive 15% off on orders of 100 units or more for corporate clients.\",\"targetAudience\":\"corporate clients\",\"tone\":\"formal\",\"callToAction\":\"Contact Sales\",\"expirationDate\":\"\"}",
+ "description": "Create formal marketing text for a bulk discount aimed at corporate clients with a polite call-to-action and no expiration date."
+ },
+ {
+ "inputJson": "{\"dealTitle\":\"Weekend Flash Electronics Deal\",\"offerDetails\":\"Exclusive discounts on laptops, tablets, and accessories this weekend only.\",\"targetAudience\":\"tech enthusiasts\",\"tone\":\"playful\",\"callToAction\":\"Grab Yours Now!\",\"expirationDate\":\"\"}",
+ "description": "Write playful promotional copy for a weekend-only flash deal targeting tech enthusiasts without an expiration date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Deal",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createAccount",
+ "description": "Generates persuasive and engaging marketing copy to promote a new business account, focusing on target audience, key benefits, and unique selling points to attract signups or interest. Takes input about account features, target demographics, and tone and outputs polished promotional text.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "accountName",
+ "type": "string",
+ "description": "The name of the business account or service to promote.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the primary audience for the marketing copy (e.g., small business owners, freelancers).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of key features or benefits of the account to highlight in the copy.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone for the copy (e.g., professional, friendly, casual, persuasive).",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "A call to action to encourage user engagement (e.g., Sign up today!).",
+ "required": false,
+ "defaultValue": "Sign up today!"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete generated promotional marketing copy text under 'marketingCopy' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create compelling promotional text for a business account aimed at attracting and converting potential customers. It is ideal for generating marketing material that highlights features and benefits tailored to a specific audience with a specified tone and call to action.",
+ "limitations": "The tool generates text based on provided inputs but cannot create actual logos, design elements, or perform account setup processes. It also does not guarantee compliance with legal advertising standards or industry-specific regulations.",
+ "examples": [
+ "Generate marketing copy for a new freelancer account targeting independent consultants with a friendly tone and emphasizing flexible pricing.",
+ "Create promotional text for a small business account highlighting security features and professional tone with a strong call to action.",
+ "Write copy to introduce a new student account emphasizing ease of use and appealing to young adults."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "account promotion",
+ "business",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"accountName\":\"ProConsult Freelancer Account\",\"targetAudience\":\"independent consultants and freelancers\",\"keyFeatures\":[\"flexible pricing\",\"24/7 support\",\"easy invoicing\"],\"tone\":\"friendly\",\"callToAction\":\"Join now and boost your freelancing career!\"}",
+ "description": "Marketing copy for a freelancer account aimed at consultants, using a friendly tone."
+ },
+ {
+ "inputJson": "{\"accountName\":\"SecureBiz Small Business Account\",\"targetAudience\":\"small business owners\",\"keyFeatures\":[\"advanced security\",\"multi-factor authentication\",\"dedicated account manager\"],\"tone\":\"professional\",\"callToAction\":\"Protect your business today!\"}",
+ "description": "Professional tone marketing text promoting security features for small business owners."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Account",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createDiagram",
+ "description": "Generates a marketing or promotional diagram based on textual input and stylistic preferences. Accepts textual description of the message or concept, diagram type, style options, and outputs a detailed diagram layout plan or graphic structure that can be used in marketing content creation.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "textDescription",
+ "type": "string",
+ "description": "The main textual content or concept description to base the diagram on.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "diagramType",
+ "type": "string",
+ "description": "Type of diagram to create, e.g., flowchart, infographic, mind map, or chart.",
+ "required": true,
+ "defaultValue": "flowchart"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Visual style for the diagram, e.g., professional, playful, minimalist.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "colorPalette",
+ "type": "array",
+ "description": "Array of color hex codes defining the color scheme for the diagram.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeLegend",
+ "type": "boolean",
+ "description": "Whether to include a legend explaining diagram elements.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format such as JSON layout, SVG markup, or textual layout description.",
+ "required": false,
+ "defaultValue": "JSON"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the diagram layout or graphic data in the specified output format, including nodes, connections, colors, and annotations relevant for marketing use."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a marketing or copywriting agent needs to convert promotional or conceptual text into a clear and visually structured diagram to enhance communication, presentations, or campaign materials. Suitable for generating flowcharts, infographics, and mind maps that represent marketing ideas visually.",
+ "limitations": "This tool does not generate final graphical images but produces structured layouts or graphic blueprints. It cannot replace graphic design software or manual artistic adjustments. Complex or highly customized visual styles may not be fully supported.",
+ "examples": [
+ "Create a flowchart diagram explaining the customer journey with a professional style.",
+ "Generate a colorful infographic from a product features description including a legend.",
+ "Produce a minimalist mind map from campaign goals text for internal presentation."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "diagram",
+ "marketing",
+ "visualization",
+ "promotional content",
+ "flowchart",
+ "infographic",
+ "mind map"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"textDescription\":\"Outline of customer onboarding process steps and decision points.\",\"diagramType\":\"flowchart\",\"style\":\"professional\",\"colorPalette\":[\"#004080\",\"#c0d6e4\"],\"includeLegend\":true,\"outputFormat\":\"JSON\"}",
+ "description": "Generate a professional flowchart diagram layout based on a customer onboarding textual outline."
+ },
+ {
+ "inputJson": "{\"textDescription\":\"Key product features and benefits arranged for an infographic.\",\"diagramType\":\"infographic\",\"style\":\"playful\",\"colorPalette\":[\"#ff5733\",\"#33c1ff\",\"#a833ff\"],\"includeLegend\":true,\"outputFormat\":\"JSON\"}",
+ "description": "Create a colorful playful infographic layout highlighting product features and benefits with legend."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Diagram",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createLead",
+ "description": "Generates compelling lead paragraphs for marketing or promotional content based on the target audience, product/service details, tone, and format preferences. Accepts structured input describing context and outputs a persuasive introductory text snippet designed to engage potential customers effectively.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service to promote.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience or customer segment for the lead.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone or style for the lead paragraph (e.g., friendly, professional, enthusiastic).",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "keyBenefits",
+ "type": "array",
+ "description": "List of key benefits or features of the product/service to highlight in the lead.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Preferred text format or length for the lead (e.g., short, medium, long).",
+ "required": false,
+ "defaultValue": "medium"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated lead paragraph as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to craft the opening paragraph of marketing materials, advertisements, or promotional content that requires quick audience engagement by summarizing key product/service value in a targeted, persuasive manner.",
+ "limitations": "The tool cannot create full marketing copy beyond the lead paragraph and may not account fully for very niche or highly technical domains without adequate input detail.",
+ "examples": [
+ "Create a friendly lead paragraph for a new eco-friendly water bottle targeting young adults highlighting sustainability and convenience.",
+ "Generate a professional lead for a B2B software platform aimed at financial institutions emphasizing security and efficiency.",
+ "Write an enthusiastic short lead for a fitness app targeting beginners focusing on ease of use and motivation."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "lead generation",
+ "text generation",
+ "promotional text"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoFlow Water Bottle\",\"targetAudience\":\"Environmentally conscious young adults\",\"tone\":\"friendly\",\"keyBenefits\":[\"sustainable materials\",\"keeps drinks cold for 24 hours\"],\"format\":\"medium\"}",
+ "description": "Generate a mid-length friendly lead paragraph for an eco-friendly water bottle aimed at young adults."
+ },
+ {
+ "inputJson": "{\"productName\":\"FinSecurePro\",\"targetAudience\":\"Financial institutions\",\"tone\":\"professional\",\"keyBenefits\":[\"advanced encryption\",\"real-time monitoring\"],\"format\":\"long\"}",
+ "description": "Create a detailed professional lead paragraph for a financial software focusing on security features."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Lead",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createOpportunity",
+ "description": "This tool generates persuasive business opportunity descriptions based on input parameters such as industry, target audience, product or service details, and unique selling points. It processes these inputs to produce a clear, engaging marketing copy that outlines the opportunity's value proposition and potential benefits for stakeholders.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "industry",
+ "type": "string",
+ "description": "The industry or sector related to the opportunity (e.g., technology, healthcare).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target customers or clients for the opportunity.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productOrService",
+ "type": "string",
+ "description": "Description of the product or service involved in the opportunity.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "uniqueSellingPoints",
+ "type": "array",
+ "description": "List of key unique selling points or advantages of the opportunity.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "marketTrends",
+ "type": "string",
+ "description": "Relevant market trends that support the opportunity, if available.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Optional call to action to include at the end of the opportunity description.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing copy describing the business opportunity, including value proposition and benefits."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to craft a clear, compelling business opportunity description for marketing materials, presentations or proposals. It helps translate raw business facts into persuasive copy tailored to a target audience and industry context.",
+ "limitations": "It cannot replace detailed business analysis or strategic consultation and relies on accurate input data to produce relevant copy.",
+ "examples": [
+ "Generate an opportunity description for a new healthcare app targeting elderly users.",
+ "Create a business opportunity for a solar energy product focusing on sustainability market trends.",
+ "Write a persuasive opportunity summary for a tech startup's AI-based chatbot tool."
+ ]
+ },
+ "tags": [
+ "marketing",
+ "business",
+ "copywriting",
+ "opportunity",
+ "business development",
+ "sales",
+ "promotional text",
+ "B2B"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"industry\":\"Healthcare\",\"targetAudience\":\"elderly patients and caregivers\",\"productOrService\":\"a user-friendly medication management app\",\"uniqueSellingPoints\":[\"easy to use interface\",\"reminder notifications\",\"integration with pharmacies\"],\"marketTrends\":\"growing aging population and increasing use of mobile health tools\",\"callToAction\":\"Contact us for a demo today!\"}",
+ "description": "Create opportunity copy for a healthcare app aimed at elderly users."
+ },
+ {
+ "inputJson": "{\"industry\":\"Renewable Energy\",\"targetAudience\":\"homeowners interested in sustainable solutions\",\"productOrService\":\"a compact, affordable solar panel system\",\"uniqueSellingPoints\":[\"cost-effective\",\"easy installation\",\"government incentives available\"],\"marketTrends\":\"rising energy costs and government subsidies for green energy\",\"callToAction\":\"Join the green revolution now!\"}",
+ "description": "Generate marketing copy for a new solar energy product."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Opportunity",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createCustomer",
+ "description": "Generates a detailed customer persona description based on provided demographic details, interests, and behaviors. Accepts input parameters defining customer attributes and produces a marketing-ready customer profile text to support targeted copywriting and campaign planning.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "ageRange",
+ "type": "string",
+ "description": "Age range of the customer group (e.g., '25-34')",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "gender",
+ "type": "string",
+ "description": "Gender identity of the customer group (e.g., 'female', 'male', 'non-binary')",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "location",
+ "type": "string",
+ "description": "Geographic location or region of the customer (e.g., 'North America')",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "interests",
+ "type": "array",
+ "description": "List of main interests or hobbies of the customer (e.g., ['fitness', 'technology'])",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "incomeLevel",
+ "type": "string",
+ "description": "Typical income level of the customer group (e.g., 'middle', 'high')",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "purchaseBehavior",
+ "type": "string",
+ "description": "Key purchasing habits or preferences (e.g., 'prefers online shopping')",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "brandAttitudes",
+ "type": "string",
+ "description": "Customer's general attitude towards brands (e.g., 'brand loyal', 'value-seeker')",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a comprehensive, narrative customer profile text suitable for use in marketing and advertising copy."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create a detailed, humanized customer persona to tailor marketing messages, segment audiences, or inform product positioning. It helps transform raw customer attribute data into engaging descriptions for copywriting purposes.",
+ "limitations": "This tool does not generate actual customer data but creates fictional personas based on inputs; it cannot replace detailed market research or analytics data.",
+ "examples": [
+ "Create a customer profile for females aged 25-34 interested in fitness and healthy eating living in North America.",
+ "Generate a buyer persona for middle income tech enthusiasts aged 30-40 who prefer online shopping.",
+ "Create a customer description for brand loyal males interested in outdoor activities and sustainability aged 20-30."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "customerPersona",
+ "marketing",
+ "audience",
+ "profile",
+ "advertising",
+ "targeting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"ageRange\":\"25-34\",\"gender\":\"female\",\"location\":\"North America\",\"interests\":[\"fitness\",\"healthy eating\"],\"incomeLevel\":\"middle\",\"purchaseBehavior\":\"prefers online shopping\",\"brandAttitudes\":\"value-seeker\"}",
+ "description": "Create a customer persona for middle-income females aged 25-34 in North America interested in fitness and healthy eating, who prefer online shopping and seek value from brands."
+ },
+ {
+ "inputJson": "{\"ageRange\":\"30-40\",\"gender\":\"male\",\"location\":\"Europe\",\"interests\":[\"technology\",\"gaming\"],\"incomeLevel\":\"high\",\"purchaseBehavior\":\"early adopter\",\"brandAttitudes\":\"brand loyal\"}",
+ "description": "Generate a customer profile for high-income males aged 30-40 in Europe into technology and gaming, who are early adopters and brand loyal."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Customer",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createScreenshot",
+ "description": "Generates a high-quality promotional screenshot image for marketing purposes by combining textual content, visual styling, and optional branding elements. Accepts input text, style parameters, and optional images, producing a shareable screenshot image optimized for ads, presentations, or social media.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "headlineText",
+ "type": "string",
+ "description": "Primary headline text displayed prominently in the screenshot.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subHeadlineText",
+ "type": "string",
+ "description": "Supporting subheadline text that appears below the main headline.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "backgroundColor",
+ "type": "string",
+ "description": "Background color of the screenshot in HEX or CSS color names.",
+ "required": false,
+ "defaultValue": "#ffffff"
+ },
+ {
+ "name": "fontFamily",
+ "type": "string",
+ "description": "Font family to apply to all text elements.",
+ "required": false,
+ "defaultValue": "Arial"
+ },
+ {
+ "name": "fontSize",
+ "type": "number",
+ "description": "Base font size in pixels for headline text.",
+ "required": false,
+ "defaultValue": "24"
+ },
+ {
+ "name": "textColor",
+ "type": "string",
+ "description": "Color of the text in HEX or CSS color names.",
+ "required": false,
+ "defaultValue": "#000000"
+ },
+ {
+ "name": "logoImageUrl",
+ "type": "string",
+ "description": "URL of an optional logo image to include in the screenshot.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Image output format, e.g., PNG or JPEG.",
+ "required": false,
+ "defaultValue": "PNG"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated screenshot image as a base64 encoded string and metadata including format and dimensions."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create marketing-ready, visually appealing screenshots that combine text and optional branding for promotional content such as social media ads, landing pages, or presentations. It automates the generation of styled images from textual input and design parameters.",
+ "limitations": "Cannot generate complex layouts or interactive elements; limited to static image output. Image quality depends on text length and parameter combinations; does not fetch or verify external URLs for logos.",
+ "examples": [
+ "Create a screenshot with a headline and subheadline on a blue background with white text.",
+ "Generate a promotional banner including a logo and customized font for a new product release.",
+ "Produce a simple text-only screenshot optimized for social media advertising."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "image generation",
+ "marketing",
+ "screenshot",
+ "promotional",
+ "branding",
+ "visual content"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"headlineText\":\"Announcing Our New Product!\",\"subHeadlineText\":\"Innovate your workflow with cutting-edge tech.\",\"backgroundColor\":\"#0047AB\",\"fontFamily\":\"Helvetica\",\"fontSize\":28,\"textColor\":\"#ffffff\",\"logoImageUrl\":\"https://example.com/logo.png\",\"outputFormat\":\"PNG\"}",
+ "description": "Creates a promotional screenshot with a bold headline, subheadline, blue background, white text, and company logo."
+ },
+ {
+ "inputJson": "{\"headlineText\":\"Limited Time Offer!\",\"subHeadlineText\":\"Get 50% off until Sunday.\",\"backgroundColor\":\"#ffcc00\",\"fontFamily\":\"Verdana\",\"fontSize\":24,\"textColor\":\"#333333\",\"logoImageUrl\":\"\",\"outputFormat\":\"JPEG\"}",
+ "description": "Generates a bright promotional image emphasizing a sales offer using yellow background and dark text, without a logo."
+ },
+ {
+ "inputJson": "{\"headlineText\":\"Join Our Webinar\",\"subHeadlineText\":\"Learn industry secrets from experts.\",\"backgroundColor\":\"#ffffff\",\"fontFamily\":\"Times New Roman\",\"fontSize\":20,\"textColor\":\"#000000\",\"logoImageUrl\":\"\",\"outputFormat\":\"PNG\"}",
+ "description": "Produces a clean, elegant screenshot with black text on white background promoting a webinar event."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Screenshot",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createGraph",
+ "description": "Generates compelling, marketing-oriented textual descriptions for various types of graphs based on input data and graph type. Accepts raw numerical or categorical data along with graph metadata, processes key insights, trends, and comparisons, and outputs persuasive copy suitable for promotional or analytical content.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "graphType",
+ "type": "string",
+ "description": "Type of graph to describe, such as 'bar', 'line', 'pie', or 'scatter'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "data",
+ "type": "object",
+ "description": "Structured data representing the graph contents, including labels and values.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "highlightPoints",
+ "type": "array",
+ "description": "Specific data points or trends in the graph to emphasize in the copy.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Writing tone for the description, e.g., 'professional', 'casual', 'enthusiastic'.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Desired language for the generated text, default is English.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of words for the generated graph description.",
+ "required": false,
+ "defaultValue": "150"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated persuasive graph description text ready for marketing use."
+ },
+ "aiAgent": {
+ "useCase": "This tool should be used when an AI agent needs to create engaging and readable copy that explains or promotes graphical data visualizations in marketing materials, presentations, or reports. It is ideal for summarizing data insights in a way that is accessible and persuasive to a non-technical audience.",
+ "limitations": "The tool cannot generate visual graphs or handle raw image inputs; it focuses solely on textual description. It may not be able to capture deeply complex statistical insights beyond summary-level trends.",
+ "examples": [
+ "Create a compelling description for a bar graph showing quarterly sales growth.",
+ "Write an enthusiastic copy for a pie chart illustrating market share.",
+ "Generate a professional summary of a line chart tracking website traffic over a year."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "graph description",
+ "marketing text",
+ "data storytelling",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"graphType\":\"bar\",\"data\":{\"labels\":[\"Q1\",\"Q2\",\"Q3\",\"Q4\"],\"values\":[15000,18000,22000,25000]},\"highlightPoints\":[\"Q3 and Q4 show significant growth\"],\"tone\":\"enthusiastic\",\"language\":\"en\",\"maxLength\":100}",
+ "description": "Generating an energetic description for a bar graph illustrating quarterly sales increase."
+ },
+ {
+ "inputJson": "{\"graphType\":\"pie\",\"data\":{\"labels\":[\"Brand A\",\"Brand B\",\"Brand C\"],\"values\":[45,30,25]},\"highlightPoints\":[\"Brand A leads the market\"],\"tone\":\"professional\",\"language\":\"en\",\"maxLength\":80}",
+ "description": "Creating a professional summary for a pie chart showing brand market share."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Graph",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createChart",
+ "description": "Generates descriptive chart content for marketing use by accepting raw chart data and chart type. It analyzes the data, summarizes key insights, and produces engaging promotional text that highlights trends, comparisons, or performance metrics to support marketing campaigns.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "chartType",
+ "type": "string",
+ "description": "The type of chart (e.g., bar, line, pie) to contextualize the description.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "data",
+ "type": "array",
+ "description": "An array of objects representing the chart data points, each with labels and numeric values.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Defines the audience for tailoring tone and complexity of the chart text (e.g., general public, executives).",
+ "required": false,
+ "defaultValue": "general public"
+ },
+ {
+ "name": "highlightKeyPoints",
+ "type": "boolean",
+ "description": "Whether to emphasize key insights and trends prominently in the generated text.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code to generate the chart description text (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a concise, engaging chart description optimized for marketing or promotional usage."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to produce compelling written explanations or promotional blurbs for chart data in marketing materials. It is valuable when the visual data needs narrative to engage the audience and communicate insights effectively without manual copywriting.",
+ "limitations": "Cannot generate actual images or visual charts; output is limited to textual descriptions. It also relies on well-structured input data and may not capture very complex or domain-specific nuances without tailored input.",
+ "examples": [
+ "Create a promotional text for a line chart showing quarterly sales growth.",
+ "Generate engaging copy describing a pie chart breaking down product category revenue.",
+ "Write an executive summary highlighting key points from a bar chart comparing market share."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "chart",
+ "marketing",
+ "content generation",
+ "data summarization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"chartType\":\"bar\",\"data\":[{\"label\":\"Q1\",\"value\":150},{\"label\":\"Q2\",\"value\":200},{\"label\":\"Q3\",\"value\":250},{\"label\":\"Q4\",\"value\":300}],\"targetAudience\":\"executives\",\"highlightKeyPoints\":true}",
+ "description": "Generate executive-focused promotional text describing quarterly sales growth from bar chart data."
+ },
+ {
+ "inputJson": "{\"chartType\":\"pie\",\"data\":[{\"label\":\"Category A\",\"value\":45},{\"label\":\"Category B\",\"value\":35},{\"label\":\"Category C\",\"value\":20}],\"targetAudience\":\"general public\",\"highlightKeyPoints\":true}",
+ "description": "Create engaging copy explaining a pie chart illustrating product category revenue distribution."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Chart",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createConfig",
+ "description": "Generates a structured configuration object for copywriting tasks, allowing specification of tone, target audience, content length, and style preferences. Accepts parameters defining these elements, processes them into a unified JSON config used to guide AI copywriting models or tools. Outputs a JSON configuration ready for integration.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the copy, e.g., 'formal', 'casual', 'friendly', or 'professional'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the copy, such as demographics or buyer persona.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contentLength",
+ "type": "number",
+ "description": "Approximate target length of the copy in words.",
+ "required": false,
+ "defaultValue": "300"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Specific stylistic preferences like 'concise', ' humorous', 'technical', or 'storytelling'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeKeywords",
+ "type": "array",
+ "description": "List of keywords or phrases to include in the copy for SEO or emphasis.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "excludeWords",
+ "type": "array",
+ "description": "List of words or phrases to avoid in the content.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en', 'es') for the copywriting content.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "contentType",
+ "type": "string",
+ "description": "Type of content to be produced, such as 'blog post', 'ad copy', 'product description'.",
+ "required": true,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object containing the full copywriting configuration, consolidating all input parameters in a structured schema for use by copywriting generation services."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to create detailed and structured configurations that guide AI-powered copywriting engines, ensuring the generated text matches tone, style, length, audience, and content type requirements for marketing and promotional materials.",
+ "limitations": "Does not generate actual copywriting text; only provides configuration. It cannot validate audience or stylistic preferences semantics beyond input copying.",
+ "examples": [
+ "Create a config for a friendly, concise blog post targeting young professionals about fintech.",
+ "Generate a configuration for professional product description copy in English including specific SEO keywords.",
+ "Set up a config for humorous ad copy aimed at teenagers with a casual tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "configuration",
+ "marketing",
+ "content generation",
+ "AI prompt",
+ "text style",
+ "SEO"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"tone\":\"friendly\",\"targetAudience\":\"young professionals in fintech\",\"contentLength\":500,\"style\":\"concise\",\"includeKeywords\":[\"fintech\",\"investment\"],\"excludeWords\":[\"complex\"],\"language\":\"en\",\"contentType\":\"blog post\"}",
+ "description": "Configuration for a friendly and concise blog post aimed at young fintech professionals, including SEO keywords."
+ },
+ {
+ "inputJson": "{\"tone\":\"professional\",\"targetAudience\":\"enterprise customers\",\"contentLength\":300,\"style\":\"technical\",\"includeKeywords\":[\"cloud computing\",\"security\"],\"excludeWords\":[],\"language\":\"en\",\"contentType\":\"product description\"}",
+ "description": "Config for a professional, technical product description targeting enterprise customers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Config",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createDataset",
+ "description": "Generates a structured dataset of marketing copy samples tailored for training or testing natural language models. Accepts inputs like target industry, tone, and content type, then creates a labeled dataset with text samples categorized by style, purpose, and format in JSON or CSV format.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "industry",
+ "type": "string",
+ "description": "Target industry or domain for marketing copy (e.g., technology, healthcare).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone or style of the copy (e.g., formal, casual, persuasive).",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "contentTypes",
+ "type": "array",
+ "description": "List of marketing content types to include (e.g., slogans, product descriptions, social media posts).",
+ "required": true,
+ "defaultValue": "[\"slogans\",\"productDescriptions\"]"
+ },
+ {
+ "name": "numSamples",
+ "type": "number",
+ "description": "Number of text samples to generate per content type.",
+ "required": false,
+ "defaultValue": "10"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the output dataset file (json or csv).",
+ "required": false,
+ "defaultValue": "json"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated dataset as an array of sample objects and metadata such as industry, tone, and content types."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create diverse, labeled datasets containing marketing copy samples for specific industries and tones, useful for training, testing, or benchmarking NLP and AI copywriting models.",
+ "limitations": "Cannot guarantee factual accuracy or legal compliance of generated content. May not capture extremely niche or specialized industry jargon fully.",
+ "examples": [
+ "Create a dataset of 20 persuasive slogans and product descriptions for the technology sector.",
+ "Generate 15 formal healthcare marketing social media posts samples.",
+ "Produce an informative dataset in json format with 10 product descriptions and 10 slogans for the fashion industry."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "dataset",
+ "marketing",
+ "NLP",
+ "training-data",
+ "content-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"industry\":\"technology\",\"tone\":\"persuasive\",\"contentTypes\":[\"slogans\",\"productDescriptions\"],\"numSamples\":5,\"outputFormat\":\"json\"}",
+ "description": "Generate a dataset with 5 persuasive slogans and product descriptions for the technology industry."
+ },
+ {
+ "inputJson": "{\"industry\":\"healthcare\",\"contentTypes\":[\"socialMediaPosts\"],\"numSamples\":10,\"outputFormat\":\"csv\"}",
+ "description": "Create 10 social media post samples for healthcare in CSV format using default tone (informative)."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Dataset",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createAttachment",
+ "description": "Generates a promotional media attachment combining copywriting text with image or video links. Accepts marketing copy, media URLs, attachment type, and optional branding details. Produces a structured attachment object optimized for social media or email campaigns.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "copyText",
+ "type": "string",
+ "description": "The marketing or promotional text content for the attachment, concise and engaging.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "mediaUrls",
+ "type": "array",
+ "description": "List of URLs pointing to images or videos to include in the attachment.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "attachmentType",
+ "type": "string",
+ "description": "The type of media attachment: e.g., 'image', 'video', or 'carousel'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "brandName",
+ "type": "string",
+ "description": "Optional brand or product name to include in the attachment for branding consistency.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Optional call to action phrase to encourage user interaction.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetPlatform",
+ "type": "string",
+ "description": "Intended platform for the attachment, e.g., 'email', 'facebook', or 'instagram' to optimize formatting.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the finalized attachment including structured text, embedded media links, formatting metadata, and call to action ready for marketing use."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create ready-to-deploy promotional media attachments that combine compelling copywriting with visual media links, tailored for social media or email marketing channels. It facilitates generating structured, consistent marketing attachments to improve campaign engagement.",
+ "limitations": "This tool does not generate or host media files; it only organizes provided copy and media URLs into a marketing attachment structure. It cannot validate media URL content or perform visual content analysis.",
+ "examples": [
+ "Create an Instagram image post attachment with marketing copy and brand name.",
+ "Generate a video attachment with call to action text for email marketing.",
+ "Build a carousel attachment with multiple images and promotional copy for Facebook."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "media",
+ "attachment",
+ "social media",
+ "email marketing",
+ "promotional content"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"copyText\":\"Discover the future of smart tech with our latest smartwatch! Limited time offer.\",\"mediaUrls\":[\"https://example.com/images/smartwatch.jpg\"],\"attachmentType\":\"image\",\"brandName\":\"SmartTech\",\"callToAction\":\"Shop Now\",\"targetPlatform\":\"instagram\"}",
+ "description": "An Instagram image attachment promoting a smartwatch with brand and call to action."
+ },
+ {
+ "inputJson": "{\"copyText\":\"Watch our introduction video to see how our product can change your life.\",\"mediaUrls\":[\"https://example.com/videos/intro.mp4\"],\"attachmentType\":\"video\",\"brandName\":\"LifeChanger\",\"callToAction\":\"Learn More\",\"targetPlatform\":\"email\"}",
+ "description": "A video attachment for an email campaign containing promotional text and call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Attachment",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createFile",
+ "description": "Generates a text-based marketing copy file (e.g., TXT, DOCX, PDF) from provided marketing content, tone, and format preferences. Accepts input content and style parameters, processes the text with formatting suitable for the specified file type, and outputs a downloadable file containing the crafted copy ready for distribution or publishing.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "content",
+ "type": "string",
+ "description": "The main marketing or promotional text content to be included in the file.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the copy such as formal, casual, enthusiastic, or professional.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "fileFormat",
+ "type": "string",
+ "description": "Specifies the output file format to generate such as 'txt', 'docx', or 'pdf'.",
+ "required": true,
+ "defaultValue": "txt"
+ },
+ {
+ "name": "includeHeader",
+ "type": "boolean",
+ "description": "Whether to include a header section with branding or title in the file.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "headerText",
+ "type": "string",
+ "description": "Custom header text to include if header is enabled.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fontSize",
+ "type": "number",
+ "description": "Font size to apply to the text content in the file, applicable for rich formats.",
+ "required": false,
+ "defaultValue": "12"
+ },
+ {
+ "name": "fontName",
+ "type": "string",
+ "description": "Name of the font to use in the file for text formatting (if supported).",
+ "required": false,
+ "defaultValue": "Arial"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the file name and a base64 string representing the encoded file content for download or saving."
+ },
+ "aiAgent": {
+ "useCase": "This tool should be used when an AI agent needs to generate a marketing or promotional text document file that can be readily saved, shared, or sent to clients. It is ideal for automating the creation of polished copy files in various formats tailored to desired tone and styling.",
+ "limitations": "Does not generate graphic content or complex layouts beyond basic text and simple formatting. Cannot create multimedia or interactive files. Precision font styling depends on file format support.",
+ "examples": [
+ "Create a professional PDF file with promotional copy about a new software release.",
+ "Generate a casual tone TXT file containing event invitation text.",
+ "Produce a DOCX marketing flyer text file with custom header and font settings."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "fileGeneration",
+ "marketing",
+ "textFormatting",
+ "documentCreation",
+ "promotion",
+ "contentCreation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"content\":\"Introducing our latest product, designed to boost your productivity!\",\"tone\":\"enthusiastic\",\"fileFormat\":\"pdf\",\"includeHeader\":true,\"headerText\":\"Product Launch\",\"fontSize\":14,\"fontName\":\"Helvetica\"}",
+ "description": "Generate an enthusiastic promotional PDF file with a header and custom font."
+ },
+ {
+ "inputJson": "{\"content\":\"Join us for our annual conference.\",\"tone\":\"casual\",\"fileFormat\":\"txt\",\"includeHeader\":false}",
+ "description": "Create a simple casual TXT file with invitation text without a header."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "File",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createVideo",
+ "description": "Generates a short promotional video script and storyboard based on provided marketing content and style preferences. Accepts product descriptions, target audience details, tone, and desired video length, then outputs a storyboard outline with suggested scenes, dialogue, and text overlays for video production.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "Detailed description of the product or service to be promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience including demographics and interests.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the video, e.g., professional, casual, humorous, inspirational.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "videoLengthSeconds",
+ "type": "number",
+ "description": "Approximate length of the video in seconds, typically between 15 and 120 seconds.",
+ "required": false,
+ "defaultValue": "60"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Specific call-to-action to include at the end of the video, like 'Buy now' or 'Learn more'.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated video script and storyboard consisting of scenes with text, dialogue suggestions, and visual descriptions."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal for generating initial video marketing content for advertising campaigns, social media videos, or product promos when given product details and audience context. It helps quickly produce structured creative outlines for video production teams.",
+ "limitations": "This tool does not generate actual video media files or animations. It provides textual storyboard and script suggestions, requiring further production work to create final videos.",
+ "examples": [
+ "Create a 30-second inspirational video script for a new smartwatch aimed at tech-savvy professionals.",
+ "Generate a humorous 15-second storyboard for a snack brand targeting teenagers.",
+ "Produce a professional promotional video outline highlighting fitness app features for health-conscious adults."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "video",
+ "marketing",
+ "advertising",
+ "scriptwriting",
+ "storyboarding",
+ "promotional"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productDescription\":\"A smartwatch with health tracking and seamless smartphone integration.\",\"targetAudience\":\"tech-savvy professionals aged 25-40.\",\"tone\":\"inspirational\",\"videoLengthSeconds\":30,\"callToAction\":\"Order yours today!\"}",
+ "description": "Generate a motivational and professional 30-second video script promoting a smartwatch."
+ },
+ {
+ "inputJson": "{\"productDescription\":\"A new crunchy snack brand offering various flavors.\",\"targetAudience\":\"teenagers aged 13-19.\",\"tone\":\"humorous\",\"videoLengthSeconds\":15,\"callToAction\":\"Try it now!\"}",
+ "description": "Create a short, funny storyboard for a snack targeted to teenagers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Video",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createImage",
+ "description": "Generates marketing and promotional images based on textual descriptions and branding guidelines. Accepts inputs such as key marketing messages, style preferences, target audience details, and branding colors, then uses these to create visually appealing images suitable for campaigns, advertisements, or social media posts. Outputs a high-resolution image file URL or base64 string.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "textPrompt",
+ "type": "string",
+ "description": "A concise description of the marketing message or theme to be visualized in the image.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The artistic or design style to apply to the image (e.g., minimalistic, vintage, modern, futuristic).",
+ "required": false,
+ "defaultValue": "modern"
+ },
+ {
+ "name": "brandColors",
+ "type": "array",
+ "description": "List of hex color codes to incorporate in the image following brand guidelines.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Brief description of the target audience (e.g., young adults, professionals) to tailor image tone accordingly.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "imageDimensions",
+ "type": "object",
+ "description": "An object specifying image width and height in pixels, e.g., {\"width\":1080, \"height\":1080}.",
+ "required": false,
+ "defaultValue": "{\"width\":1080,\"height\":1080}"
+ },
+ {
+ "name": "includeLogo",
+ "type": "boolean",
+ "description": "Whether to include the company's logo in the image if logo details are available.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated image as a URL or base64 string and metadata about the image including dimensions and style."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to automatically generate promotional images for marketing campaigns, social media, advertisements, or product launches by converting marketing messages and brand preferences into visually optimized images. It enables fast creation of visuals aligned with branding and target audience.",
+ "limitations": "Cannot guarantee compliance with all brand manual specifics especially for complex logos or proprietary fonts. Not suitable for creating photographic or hyper-realistic images from scratch. May require human review for final approval.",
+ "examples": [
+ "Create a modern style promotional image with the phrase 'Summer Sale - 50% OFF' targeting young adults, incorporating brand color #FF5733.",
+ "Generate a minimalistic social media post image with the text 'Join our Webinar' using brand colors #0044CC and #FFFFFF.",
+ "Produce a futuristic product launch banner for professionals, 1920x1080 pixels, including company logo."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "image generation",
+ "marketing",
+ "promotion",
+ "branding",
+ "design",
+ "advertisement"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"textPrompt\":\"Summer Sale - 50% OFF on all items\",\"style\":\"modern\",\"brandColors\":[\"#FF5733\"],\"targetAudience\":\"young adults\",\"imageDimensions\":{\"width\":1080,\"height\":1080},\"includeLogo\":false}",
+ "description": "Creates a modern styled promotional image for a summer sale targeting young adults with vibrant brand color."
+ },
+ {
+ "inputJson": "{\"textPrompt\":\"Join our Webinar\",\"style\":\"minimalistic\",\"brandColors\":[\"#0044CC\", \"#FFFFFF\"],\"targetAudience\":\"professionals\",\"imageDimensions\":{\"width\":1200,\"height\":628},\"includeLogo\":true}",
+ "description": "Generates a minimalistic social media post inviting professionals to join a webinar, including the company logo."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Image",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createHTML",
+ "description": "Generates marketing and promotional HTML content based on provided text inputs, style preferences, and layout options. Accepts input such as headline, body text, call-to-action details, and style parameters. Outputs an HTML string with semantic structure, inline or linked styles, and responsive design elements suitable for web marketing materials.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "headline",
+ "type": "string",
+ "description": "Main headline or title text for the promotional content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "bodyText",
+ "type": "string",
+ "description": "Primary body or description text detailing the offer or promotion.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToActionText",
+ "type": "string",
+ "description": "Text for the call-to-action button or link, e.g., 'Buy Now'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "callToActionUrl",
+ "type": "string",
+ "description": "URL the call-to-action button or link should point to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "themeColor",
+ "type": "string",
+ "description": "Hex or named color used for accents and call-to-action button styling.",
+ "required": false,
+ "defaultValue": "#007BFF"
+ },
+ {
+ "name": "includeImageUrl",
+ "type": "string",
+ "description": "Optional URL to an image displayed in the promotional HTML block.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "layoutStyle",
+ "type": "string",
+ "description": "Layout style choice, e.g., 'vertical' or 'horizontal' arrangement of elements.",
+ "required": false,
+ "defaultValue": "vertical"
+ },
+ {
+ "name": "responsive",
+ "type": "boolean",
+ "description": "Whether to produce responsive HTML designed for mobile and desktop.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated HTML string under the 'html' property."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating standardized, well-structured promotional HTML content from marketing text inputs, ensuring consistent style and formatting without manual coding. Helpful for automating creation of email campaigns, landing pages, or web advertisements.",
+ "limitations": "Cannot create complex interactive scripts, animations, or handle rich multimedia beyond basic images. Styling is basic and intended for marketing use cases, not full website development.",
+ "examples": [
+ "Create HTML for a promotional sale with headline, body, call-to-action button linking to a product page, using brand color #FF5733.",
+ "Generate marketing HTML content with a horizontal layout including an image URL for a new product launch announcement.",
+ "Provide responsive promotional HTML content with default theme color, featuring a headline, descriptive text, and a signup button linking to a registration page."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "HTML",
+ "marketing",
+ "promotion",
+ "template",
+ "automation",
+ "web",
+ "email"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"headline\":\"Summer Sale - Up to 50% Off!\",\"bodyText\":\"Don't miss out on our biggest sale of the year. Shop now and save big on all your favorite products.\",\"callToActionText\":\"Shop Now\",\"callToActionUrl\":\"https://example.com/sale\",\"themeColor\":\"#FF5733\",\"includeImageUrl\":\"https://example.com/images/sale_banner.jpg\",\"layoutStyle\":\"vertical\",\"responsive\":true}",
+ "description": "Generate a vertical layout HTML promotional block for a summer sale with an image and custom brand color."
+ },
+ {
+ "inputJson": "{\"headline\":\"Join Our Newsletter!\",\"bodyText\":\"Stay updated with the latest news and exclusive offers. Subscribe today.\",\"callToActionText\":\"Subscribe\",\"callToActionUrl\":\"https://example.com/subscribe\",\"themeColor\":\"#0056b3\",\"layoutStyle\":\"horizontal\",\"responsive\":true}",
+ "description": "Create a horizontal layout marketing HTML with call-to-action for newsletter subscription."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "HTML",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createAudio",
+ "description": "Generates a promotional or marketing audio clip based on provided text content and style preferences. Accepts written scripts or summaries and produces a finalized audio file in specified format using text-to-speech synthesis, optionally adding background music or effects.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "textContent",
+ "type": "string",
+ "description": "The main script or promotional text to be converted into audio.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "voiceType",
+ "type": "string",
+ "description": "The desired voice profile for narration, e.g., male/female, tone, accent.",
+ "required": false,
+ "defaultValue": "neutral-female"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for the speech synthesis (e.g., en-US, es-ES).",
+ "required": false,
+ "defaultValue": "en-US"
+ },
+ {
+ "name": "audioFormat",
+ "type": "string",
+ "description": "Output audio file format, e.g., mp3, wav, ogg.",
+ "required": false,
+ "defaultValue": "mp3"
+ },
+ {
+ "name": "backgroundMusicUrl",
+ "type": "string",
+ "description": "Optional URL to background music track to blend with narration.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "speechRate",
+ "type": "number",
+ "description": "Speed of the speech in words per minute.",
+ "required": false,
+ "defaultValue": "150"
+ },
+ {
+ "name": "includeEffects",
+ "type": "boolean",
+ "description": "Whether to add audio effects or enhancements like reverb or equalization.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the audio file URL and metadata about the generated audio clip, including duration and format."
+ },
+ "aiAgent": {
+ "useCase": "This tool is used when an AI agent needs to create marketing or promotional audio content from textual inputs, such as ad scripts, product descriptions, or announcements, producing professional-sounding audio files for campaigns or media.",
+ "limitations": "Cannot generate original voice acting beyond synthesized voices; background music must be provided via URL; audio quality depends on underlying TTS engine capabilities.",
+ "examples": [
+ "Create an upbeat female voice ad in English with background music in MP3.",
+ "Generate a Spanish male voice narration from the given promo script without background music.",
+ "Produce a slow-paced audio announcement file in WAV format with slight echo effect."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "audio",
+ "text-to-speech",
+ "marketing",
+ "promotions",
+ "media",
+ "voice synthesis"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"textContent\":\"Introducing our new product line - efficient, affordable, and eco-friendly! Order now and save 20%.\",\"voiceType\":\"female-standard\",\"language\":\"en-US\",\"audioFormat\":\"mp3\",\"backgroundMusicUrl\":\"https://example.com/music/ambient.mp3\",\"speechRate\":160,\"includeEffects\":true}",
+ "description": "Generation of a female English promo audio with upbeat background music and subtle audio effects."
+ },
+ {
+ "inputJson": "{\"textContent\":\"¡Descubre la nueva experiencia con nuestro servicio premium! Calidad y exclusividad a tu alcance.\",\"voiceType\":\"male\",\"language\":\"es-ES\",\"audioFormat\":\"wav\",\"backgroundMusicUrl\":\"\",\"speechRate\":140,\"includeEffects\":false}",
+ "description": "Creating a Spanish male voice narration for a premium service announcement with no background music."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Audio",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createMarkdown",
+ "description": "Generates well-structured marketing or promotional content formatted in Markdown. Accepts inputs describing the product or service, target audience, tone, and key points, then produces a ready-to-use Markdown document suitable for blogs, newsletters, or promotional websites.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service to promote.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the content (e.g., demographics, interests).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of key features or benefits to highlight in the content.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the content (e.g., professional, friendly, casual, urgent).",
+ "required": false,
+ "defaultValue": "Professional"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Call to action phrase or sentence to include at the end of the content.",
+ "required": false,
+ "defaultValue": "Learn more and get started today!"
+ },
+ {
+ "name": "additionalNotes",
+ "type": "string",
+ "description": "Any extra instructions or style guidelines for content generation.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated Markdown content as a string under 'markdownContent'."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal when an AI agent needs to create engaging, market-ready Markdown formatted copy for products or services based on given details and specified tone. It's useful for quickly generating promotional blog posts, feature highlights, and sales copy that can be directly published or edited further.",
+ "limitations": "The tool cannot verify factual accuracy about the product beyond the given input and may not perfectly capture nuanced brand voice or highly technical content without detailed input.",
+ "examples": [
+ "Create a Markdown promo for a new smartwatch for fitness enthusiasts with a friendly tone.",
+ "Generate an urgent call-to-action newsletter snippet highlighting limited-time discounts for a software service.",
+ "Produce a professional product overview in Markdown emphasizing ease of use and security features."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "markdown",
+ "marketing",
+ "promotional",
+ "content-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoClean Water Bottle\",\"targetAudience\":\"environmentally conscious adults aged 25-45\",\"keyFeatures\":[\"Reusable and eco-friendly\",\"Keeps water cold for 24 hours\",\"BPA-free materials\"],\"tone\":\"friendly\",\"callToAction\":\"Join the green movement—get your EcoClean now!\",\"additionalNotes\":\"Include bullet points and a short intro paragraph.\"}",
+ "description": "Generate friendly marketing Markdown text for an eco-friendly water bottle targeting adult eco-conscious consumers."
+ },
+ {
+ "inputJson": "{\"productName\":\"QuickFix Antivirus\",\"targetAudience\":\"small business owners\",\"keyFeatures\":[\"Real-time protection\",\"Automatic updates\",\"24/7 customer support\"],\"tone\":\"professional\",\"callToAction\":\"Protect your business today with QuickFix Antivirus.\",\"additionalNotes\":\"Focus on reliability and business safety.\"}",
+ "description": "Create a professional Markdown promotional snippet for antivirus software aimed at small businesses."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Markdown",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createYAML",
+ "description": "Generates a YAML-formatted document that structures marketing copy based on input parameters such as campaign details, target audience, product features, and desired tone. The tool processes descriptive input and outputs a well-organized YAML string suitable for use in marketing automation or content management systems.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "campaignName",
+ "type": "string",
+ "description": "The name or title of the marketing campaign.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service being promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the marketing copy.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "A list of the product's main features or selling points to highlight.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone or style of the copy, e.g., 'professional', 'friendly', 'exciting'.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "The call-to-action phrase to include at the end of the copy.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "string",
+ "description": "A string containing the marketing copy formatted as YAML, including sections for campaignName, productName, targetAudience, features, tone, and callToAction."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert structured marketing information into a formatted YAML document that can be integrated with marketing automation tools or content management systems. Ideal for agents tasked with generating templated marketing content with configurable tone and focus.",
+ "limitations": "This tool generates YAML-formatted text but does not validate the marketing effectiveness or compliance of the content. It cannot create fully original persuasive text beyond basic templates and supplied inputs.",
+ "examples": [
+ "Generate YAML for a friendly tone marketing campaign promoting a new eco-friendly water bottle.",
+ "Create YAML that organizes product features and includes a clear call to action for a B2B SaaS software.",
+ "Output marketing copy YAML targeting young professionals with a professional tone and detailed product descriptions."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "yaml",
+ "marketing",
+ "contentGeneration",
+ "automation",
+ "templating"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignName\":\"Summer Sale\",\"productName\":\"Eco Water Bottle\",\"targetAudience\":\"environment-conscious young adults\",\"keyFeatures\":[\"BPA free\",\"Keeps water cold 24 hours\",\"Recyclable materials\"],\"tone\":\"friendly\",\"callToAction\":\"Shop now and save!\"}",
+ "description": "Generate YAML marketing copy for a summer sale campaign targeting eco-conscious consumers with a friendly tone."
+ },
+ {
+ "inputJson": "{\"campaignName\":\"Enterprise Cloud Upgrade\",\"productName\":\"CloudPro SaaS\",\"targetAudience\":\"IT professionals and CTOs\",\"keyFeatures\":[\"99.9% uptime\",\"24/7 support\",\"Scalable infrastructure\"],\"tone\":\"professional\",\"callToAction\":\"Request a demo today\"}",
+ "description": "Create professional tone YAML marketing copy for an enterprise software upgrade campaign."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "YAML",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createXML",
+ "description": "Creates a structured XML document representing marketing or promotional content. Accepts input as either a JSON object or string describing copywriting elements like headings, paragraphs, calls to action, and metadata. Processes this input to generate a well-formed XML string output suitable for integration with content management systems or marketing automation platforms.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "copyElements",
+ "type": "object",
+ "description": "A JSON object representing the structured content elements such as headings, paragraphs, and calls to action to include in the XML.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "rootElementName",
+ "type": "string",
+ "description": "The name of the root XML element enclosing all provided copywriting content.",
+ "required": false,
+ "defaultValue": "MarketingContent"
+ },
+ {
+ "name": "includeMetadata",
+ "type": "boolean",
+ "description": "Flag to indicate whether to include metadata such as author, campaign name, and date in the XML output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "An optional JSON object containing metadata fields like author, campaignName, creationDate to embed in the output XML if includeMetadata is true.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "string",
+ "description": "A string containing a well-formed XML document representing the input copywriting content and optional metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to transform structured marketing or promotional text data into a standardized XML format. This is useful in workflows where copywriting content must be interoperable with XML-based CMS, automated marketing tools, or for export to external platforms requiring XML input.",
+ "limitations": "This tool does not perform copywriting creativity or natural language generation; it requires well-structured input describing the content elements. It also does not validate XML schemas beyond well-formedness and assumes simple hierarchical XML structures.",
+ "examples": [
+ "Create an XML representation of a promotional headline, body text, and call to action for a product launch.",
+ "Generate an XML document including campaign metadata for marketing automation import.",
+ "Transform provided JSON-formatted marketing copy into XML format for CMS ingestion."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "XML",
+ "marketing",
+ "content generation",
+ "data transformation",
+ "promotion"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"copyElements\":{\"heading\":\"Introducing the Future\",\"paragraphs\":[\"Our latest product revolutionizes your workflow.\"],\"callToAction\":\"Buy Now\"},\"rootElementName\":\"AdContent\",\"includeMetadata\":true,\"metadata\":{\"author\":\"Jane Doe\",\"campaignName\":\"Launch2024\",\"creationDate\":\"2024-06-01\"}}",
+ "description": "Generate XML for a promotional ad with heading, paragraph, CTA, and campaign metadata."
+ },
+ {
+ "inputJson": "{\"copyElements\":{\"heading\":\"Summer Sale\",\"paragraphs\":[\"Save up to 50% on select items!\"],\"callToAction\":\"Shop Today\"},\"rootElementName\":\"Promo\",\"includeMetadata\":false}",
+ "description": "Create a simple XML document for a summer sale promotion without metadata."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "XML",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createJSON",
+ "description": "Generates a structured JSON object containing marketing copy elements based on given input parameters such as product name, target audience, key features, and tone of voice. It processes inputs to produce organized promotional text segments suitable for use in marketing campaigns, ads, or content strategies.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service to be promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "A brief description of the intended audience for the marketing copy.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "An array of key features or benefits to highlight in the marketing copy.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone or style for the copy such as professional, casual, humorous, or inspirational.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "A call to action phrase or sentence to encourage user engagement or purchase.",
+ "required": false,
+ "defaultValue": "Buy now!"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object containing segmented fields for headline, body copy, features list, and call to action, formatted for immediate use in marketing materials."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating structured marketing copy tailored to a specific product and audience. It helps encapsulate key messaging elements in JSON format for easy integration with other systems or further processing.",
+ "limitations": "This tool does not generate long-form articles or SEO optimized content. It focuses on concise promotional copy snippets only.",
+ "examples": [
+ "Create marketing JSON for a new smartphone aimed at young professionals, highlighting speed and camera features with a casual tone.",
+ "Generate promotional copy JSON for an organic skincare line targeting eco-conscious consumers with an inspirational style.",
+ "Produce marketing content JSON for a productivity app emphasizing ease of use and time-saving features using a professional tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "JSON",
+ "promotional-text",
+ "content-generation",
+ "product-description"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoSmart Water Bottle\",\"targetAudience\":\"environmentally conscious consumers\",\"keyFeatures\":[\"Keeps water cold for 24 hours\",\"Made from recycled materials\",\"Leak-proof design\"],\"tone\":\"inspirational\",\"callToAction\":\"Join the green revolution today!\"}",
+ "description": "Generate inspirational marketing copy JSON for an eco-friendly water bottle targeting green consumers."
+ },
+ {
+ "inputJson": "{\"productName\":\"FastTrack Laptop\",\"targetAudience\":\"tech-savvy professionals\",\"keyFeatures\":[\"Lightning fast SSD\",\"Ultra HD display\",\"Long battery life\"],\"tone\":\"professional\",\"callToAction\":\"Upgrade your workflow now!\"}",
+ "description": "Create professional marketing JSON for a high-performance laptop aimed at professionals."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "JSON",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createCSV",
+ "description": "Generates a CSV string containing marketing copy entries based on provided input prompts, keywords, or themes. Accepts an array of texts or topics and produces a structured CSV where each row represents a distinct marketing message, suitable for bulk editing or content planning.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "entries",
+ "type": "array",
+ "description": "An array of objects each containing 'headline' and optionally 'description' strings to be converted into CSV rows.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeHeaders",
+ "type": "boolean",
+ "description": "Whether to include CSV column headers in the output. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "delimiter",
+ "type": "string",
+ "description": "Character to separate CSV values (e.g., comma, semicolon). Default is comma (,).",
+ "required": false,
+ "defaultValue": ","
+ }
+ ],
+ "returns": {
+ "type": "string",
+ "description": "A CSV formatted string representing the marketing copy entries."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to convert generated or curated marketing copy ideas into a structured CSV format for workflows like bulk upload, editing in spreadsheets, or integration with marketing platforms.",
+ "limitations": "This tool only creates CSV formatted text and does not generate marketing copy content itself. It assumes input entries are pre-generated or curated and does not validate the marketing effectiveness of the copy.",
+ "examples": [
+ "Create a CSV from a list of marketing headlines for email campaign.",
+ "Export product promotion titles and descriptions into CSV for team review.",
+ "Generate a CSV file from given marketing slogans with descriptions included."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "csv",
+ "marketing",
+ "content export",
+ "bulk processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"entries\":[{\"headline\":\"Boost Your Sales Now!\",\"description\":\"Use our platform to increase conversions.\"},{\"headline\":\"Limited Time Offer\",\"description\":\"Grab the deal before it expires.\"}],\"includeHeaders\":true,\"delimiter\":\",\"}",
+ "description": "Create CSV including headers from a list of marketing headlines and descriptions."
+ },
+ {
+ "inputJson": "{\"entries\":[{\"headline\":\"Eco-Friendly Products\"},{\"headline\":\"Sustainable Living Tips\"}],\"includeHeaders\":false,\"delimiter\":\";\"}",
+ "description": "Generate CSV without headers using semicolon as delimiter from headlines only."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "CSV",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createWorkflow",
+ "description": "This tool generates a step-by-step copywriting workflow tailored for marketing campaigns. It accepts input parameters defining the campaign goals, target audience, content type, and desired channels. It produces a detailed, practical workflow outlining phases such as research, drafting, reviews, and distribution to streamline content creation and maximize promotional effectiveness.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "campaignGoal",
+ "type": "string",
+ "description": "The primary objective of the marketing campaign (e.g., brand awareness, lead generation).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience including demographics and interests.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contentType",
+ "type": "string",
+ "description": "Type of content to create, such as blog posts, social media posts, or email newsletters.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "distributionChannels",
+ "type": "array",
+ "description": "List of channels where content will be published (e.g., Facebook, email, blog).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeSEO",
+ "type": "boolean",
+ "description": "Whether to integrate SEO best practices in the workflow phases.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "workflowDetailLevel",
+ "type": "string",
+ "description": "Level of detail desired in the workflow: 'basic', 'intermediate', or 'detailed'.",
+ "required": false,
+ "defaultValue": "basic"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object describing the copywriting workflow with ordered phases, detailed actions per phase, and tips for execution."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create a structured copywriting process tailored to specific campaign goals, audience, and content types. It helps automate planning and ensures marketing content creation follows efficient, best-practice steps.",
+ "limitations": "It does not generate the actual copy content; rather, it outlines the process. It cannot customize workflows for highly specialized or niche industries without further input.",
+ "examples": [
+ "Create a workflow for a social media campaign aimed at millennials to increase brand engagement with detailed steps.",
+ "Generate a basic copywriting workflow for email newsletters targeting small business owners with SEO considerations.",
+ "Provide an intermediate-level workflow for blog post creation focusing on lead generation distributed via company website."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "workflow",
+ "marketing",
+ "content creation",
+ "automation",
+ "campaign planning",
+ "SEO integration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignGoal\":\"brand awareness\",\"targetAudience\":\"young adults ages 18-24 interested in fitness and wellness\",\"contentType\":\"social media posts\",\"distributionChannels\":[\"Instagram\",\"TikTok\"],\"includeSEO\":true,\"workflowDetailLevel\":\"detailed\"}",
+ "description": "A detailed social media copywriting workflow designed for a fitness brand targeting young adults on Instagram and TikTok with SEO best practices included."
+ },
+ {
+ "inputJson": "{\"campaignGoal\":\"lead generation\",\"targetAudience\":\"small business owners\",\"contentType\":\"email newsletters\",\"distributionChannels\":[\"email\"],\"includeSEO\":false,\"workflowDetailLevel\":\"basic\"}",
+ "description": "A basic email newsletter copywriting workflow aimed at generating leads from small business owners without SEO integration."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Workflow",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createTable",
+ "description": "Generates a marketing or promotional content table based on specified headers and data points, organizing key product or service attributes into a structured, readable table format for use in copywriting contexts. Accepts headers and rows as inputs and outputs formatted table text.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "headers",
+ "type": "array",
+ "description": "An array of strings defining the column headers for the table. These represent key marketing attributes or categories.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "rows",
+ "type": "array",
+ "description": "An array of arrays, each inner array representing a row of string values corresponding to the headers. These contain the marketing details or comparisons.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tableFormat",
+ "type": "string",
+ "description": "The desired table format: 'markdown', 'html', or 'plain' for different output styles.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeSummary",
+ "type": "boolean",
+ "description": "If true, appends a brief summary paragraph below the table highlighting key selling points.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "summaryTone",
+ "type": "string",
+ "description": "Tone or style for the optional summary text, e.g., 'professional', 'casual', or 'enthusiastic'. Used only if includeSummary is true.",
+ "required": false,
+ "defaultValue": "professional"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single field 'tableText' which includes the generated table in the selected format as a string. If summary is included, it is appended as text below the table."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when marketing content needs a clear, well-structured table summarizing product features, comparisons, or benefits. It helps generate formatted tables with consistent style to enhance promotional materials, sales sheets, or online listings, especially when input data is organized in key-value form.",
+ "limitations": "It does not generate the content values themselves; it requires fully provided header and row data. It cannot create graphical tables or images, only text-based tables in specified formats.",
+ "examples": [
+ "Create a markdown table comparing three software plans with key features.",
+ "Generate an HTML table to showcase product specs for an e-commerce page.",
+ "Produce a plain text table listing benefits and drawbacks of a service including a casual summary paragraph."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "table",
+ "marketing",
+ "promotion",
+ "content-generation",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"headers\":[\"Plan\",\"Price\",\"Storage\",\"Support\"],\"rows\":[[\"Basic\",\"$5/mo\",\"10GB\",\"Email\"],[\"Pro\",\"$15/mo\",\"100GB\",\"Phone & Email\"],[\"Enterprise\",\"Custom\",\"1TB+\",\"24/7 Dedicated\"]],\"tableFormat\":\"markdown\",\"includeSummary\":true,\"summaryTone\":\"professional\"}",
+ "description": "Generate a markdown table comparing subscription plans with a professional summary."
+ },
+ {
+ "inputJson": "{\"headers\":[\"Feature\",\"Standard\",\"Premium\"],\"rows\":[[\"Availability\",\"9am-5pm\",\"24/7\"],[\"Backup\",\"Weekly\",\"Daily\"],[\"Customizable\",\"No\",\"Yes\"]],\"tableFormat\":\"html\",\"includeSummary\":false}",
+ "description": "Create an HTML table showing feature differences between service tiers without summary."
+ },
+ {
+ "inputJson": "{\"headers\":[\"Benefit\",\"Description\"],\"rows\":[[\"Fast Setup\",\"Get started in minutes\"],[\"Affordable\",\"Low monthly costs\"],[\"Reliable\",\"99.9% uptime guarantee\"]],\"tableFormat\":\"plain\",\"includeSummary\":true,\"summaryTone\":\"enthusiastic\"}",
+ "description": "Build a plain text table listing benefits with an enthusiastic summary."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Table",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createPullRequest",
+ "description": "Generates a well-structured, persuasive pull request description for code changes, given code context and objectives. Accepts inputs describing the code changes, purpose, and key points, and produces a polished PR message that concisely explains what the change does and why it matters.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "branchName",
+ "type": "string",
+ "description": "The name of the branch for which the pull request is being created, to provide context.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "codeSummary",
+ "type": "string",
+ "description": "A brief summary of the changes introduced by this code update or feature.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "changeDetails",
+ "type": "string",
+ "description": "Detailed explanation of what the code changes, including features, fixes, or improvements.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "motivation",
+ "type": "string",
+ "description": "The core reason or motivation behind making these changes, e.g., bug fix, enhancement, refactor.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "impact",
+ "type": "string",
+ "description": "Description of the potential impact or benefits this change will have on the project or users.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "relatedIssues",
+ "type": "array",
+ "description": "List of related issue identifiers or references to link in the pull request description.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated pull request title and body text, ready to be used as the PR message."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when creating pull requests that require clear and effective communication about the code changes. It helps summarize technical updates into professional and persuasive messages for reviewers.",
+ "limitations": "This tool cannot create or submit the pull request on the version control platform; it focuses solely on generating the textual description. It may not capture highly project-specific conventions without tailored prompts.",
+ "examples": [
+ "Create a PR description for a feature branch adding user authentication with OAuth integration.",
+ "Generate a pull request message summarizing a bug fix for a memory leak issue and referencing the related ticket.",
+ "Produce a PR description for code refactoring to improve API response times without changing functionality."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "pull request",
+ "code collaboration",
+ "developer tools",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"branchName\":\"feature/oauth-login\",\"codeSummary\":\"Implemented OAuth user login.\",\"changeDetails\":\"Added OAuth2 authentication flow with Google and Facebook providers, including token handling and session management.\",\"motivation\":\"To simplify user login and increase security by using established OAuth providers.\",\"impact\":\"Improves user onboarding and reduces password management risks.\",\"relatedIssues\":[\"#123\",\"#124\"]}",
+ "description": "Create a PR message for implementing OAuth login."
+ },
+ {
+ "inputJson": "{\"branchName\":\"bugfix/memory-leak\",\"codeSummary\":\"Fixed memory leak in cache module.\",\"changeDetails\":\"Refactored cache invalidation to properly release references, preventing memory bloat over time.\",\"motivation\":\"Resolve report of increasing memory consumption causing crashes.\",\"impact\":\"Enhances stability and performance under heavy load.\",\"relatedIssues\":[\"#200\"]}",
+ "description": "Generate a PR description for fixing a memory leak issue."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "PullRequest",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createPipeline",
+ "description": "Constructs a customizable sequence (pipeline) of content generation and editing steps tailored for marketing and promotional copywriting. Takes an array of task modules (e.g., idea generation, drafting, SEO optimization, headline creation) as input, processes them in order, and outputs the final polished copy text along with metadata about each step's output.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "tasks",
+ "type": "array",
+ "description": "An ordered list of copywriting task modules to include in the pipeline, e.g. 'generateIdea','draftContent','seoOptimize','createHeadline'. Each task will be executed sequentially.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience for which the copy should be tailored, influencing the tone and style of the generated text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the copy such as 'formal', 'friendly', 'urgent', etc., affecting language style at various pipeline steps.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of SEO or thematic keywords that should be incorporated into the copy when relevant, enhancing SEO optimization steps.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the final copy output in characters to constrain verbosity.",
+ "required": false,
+ "defaultValue": "1000"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the final polished copy text and a breakdown of outputs from each pipeline step for review and auditing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically build and run a series of marketing copywriting operations as a workflow, enabling complex tailored content generation with different stylistic and functional enhancements. Ideal when a consistent multi-step process is required rather than a single stand-alone generation.",
+ "limitations": "This tool cannot execute custom code tasks beyond predefined copywriting steps and is limited to sequential linear pipelines. It does not provide direct analytics or A/B testing capabilities within the pipeline.",
+ "examples": [
+ "Create a pipeline with idea generation, draft writing, SEO keyword insertion, headline creation for a youthful audience.",
+ "Build a copywriting flow with a formal tone including content drafting and proofreading steps.",
+ "Generate a promotional email copy pipeline limited to 500 characters embedding provided keywords."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "pipeline",
+ "marketing",
+ "content-generation",
+ "seo",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"tasks\":[\"generateIdea\",\"draftContent\",\"seoOptimize\",\"createHeadline\"],\"targetAudience\":\"young adults interested in technology\",\"tone\":\"friendly\",\"keywords\":[\"innovative\",\"smart devices\"],\"maxLength\":800}",
+ "description": "Create a pipeline that generates ideas, drafts content, optimizes it with provided keywords, and creates a headline for young, tech-savvy adults."
+ },
+ {
+ "inputJson": "{\"tasks\":[\"draftContent\",\"proofreadContent\"],\"tone\":\"formal\",\"maxLength\":1000}",
+ "description": "Build a two-step pipeline to draft and proofread formal tone copy limited to 1000 characters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Pipeline",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createIssue",
+ "description": "This tool generates a clear and concise issue description for software development or project management purposes. It accepts inputs such as issue title, problem summary, impact description, environment details, and reproduction steps, then composes a well-structured issue report suitable for use in code repositories or tracking systems.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "issueTitle",
+ "type": "string",
+ "description": "A brief, descriptive title for the issue.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "problemSummary",
+ "type": "string",
+ "description": "A concise summary of the problem experienced.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "impactDescription",
+ "type": "string",
+ "description": "Details explaining the issue's impact on the system or users.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "environmentDetails",
+ "type": "string",
+ "description": "Information about the environment where the issue occurs (e.g., OS, software version).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "reproductionSteps",
+ "type": "array",
+ "description": "Step-by-step instructions to reproduce the issue.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted issue report with title and detailed description ready to be used in issue trackers."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create clear, well-structured issue reports for software bugs or feature requests based on fragmented user input. It ensures clarity and completeness, facilitating better understanding by developers and stakeholders.",
+ "limitations": "Cannot verify technical accuracy or automatically detect issues from code; relies on user-provided inputs for content generation.",
+ "examples": [
+ "Create an issue for a bug where the app crashes on startup with steps to reproduce.",
+ "Generate a feature request issue describing desired functionality with its benefits."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "issue",
+ "software",
+ "bug report",
+ "feature request",
+ "documentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"issueTitle\":\"App crashes on startup\",\"problemSummary\":\"Application crashes immediately after launching.\",\"impactDescription\":\"Prevents users from accessing the app, causing loss of productivity.\",\"environmentDetails\":\"iOS 15.2, app version 1.3.5\",\"reproductionSteps\":[\"Open the app\",\"Observe crash within 2 seconds\"]}",
+ "description": "Create a bug issue report for an app crashing on startup with detailed reproduction steps."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Issue",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createBranch",
+ "description": "Generates compelling and targeted promotional copy for marketing a new software branch or feature update. Accepts inputs describing the branch name, key features, target audience, and desired tone. Processes this data to produce a concise marketing text suitable for release notes, announcements, or campaigns.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "branchName",
+ "type": "string",
+ "description": "Name of the software branch or feature update to promote.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of main features or improvements in the branch.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience or user segment for this branch.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone for the promotional copy, e.g., professional, casual, enthusiastic.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated promotional text in characters.",
+ "required": false,
+ "defaultValue": "300"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated promotional copy text as a string under the property 'promotionalText'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create persuasive and engaging marketing or promotional copy specifically tailored to announce or describe a new software branch or feature update. It assists in quickly generating audience-appropriate copy highlighting key improvements and benefits without manual writing.",
+ "limitations": "Cannot generate technical documentation or detailed release notes; it focuses on marketing-oriented, concise promotional text rather than exhaustive technical details.",
+ "examples": [
+ "Create an enthusiastic promotional blurb for a new mobile app version called 'Velocity v2.0' highlighting speed improvements and new UI.",
+ "Generate a professional marketing text announcing the 'DataSync Branch' aimed at enterprise users focusing on security enhancements.",
+ "Write a casual, succinct promotion for a 'Night mode feature branch' targeting young, tech-savvy users."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "promotional text",
+ "software branch",
+ "feature announcement",
+ "advertising"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"branchName\":\"Velocity v2.0\",\"keyFeatures\":[\"50% faster load times\",\"Redesigned user interface\",\"Improved battery efficiency\"],\"targetAudience\":\"mobile app users\",\"tone\":\"enthusiastic\",\"maxLength\":250}",
+ "description": "Generate an enthusiastic marketing blurb for a new app version highlighting speed, UI, and battery improvements."
+ },
+ {
+ "inputJson": "{\"branchName\":\"DataSync Branch\",\"keyFeatures\":[\"End-to-end encryption\",\"Enterprise-grade access control\",\"Optimized sync performance\"],\"targetAudience\":\"enterprise clients\",\"tone\":\"professional\"}",
+ "description": "Create a professional promotional text for an enterprise-focused software branch emphasizing security and performance."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Branch",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createCommit",
+ "description": "Generates a concise, clear, and contextually relevant git commit message based on a provided description of code changes. Accepts a natural language summary or list of code modifications and produces a professional commit message following best practices.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "changeDescription",
+ "type": "string",
+ "description": "Natural language description of the code changes or update summary to base the commit message on.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "type",
+ "type": "string",
+ "description": "Type of commit (e.g., feat, fix, docs, style, refactor, test, chore) to categorize the change.",
+ "required": false,
+ "defaultValue": "feat"
+ },
+ {
+ "name": "scope",
+ "type": "string",
+ "description": "Optional scope or component affected by the commit (e.g., 'auth', 'UI').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "breakingChange",
+ "type": "boolean",
+ "description": "Marks if the commit introduces a breaking change, adding 'BREAKING CHANGE:' in body.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted commit message string adhering to conventional commit standards."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to automate commit message generation for code changes described in natural language, ensuring messages are standardized, clear, and useful for version control history. Ideal for CI/CD pipelines, automated PRs, or assisting developers in writing better commit messages.",
+ "limitations": "Cannot verify the accuracy of commit messages against actual code diffs; quality depends on the input description clarity. Does not generate code diffs or analyze code quality.",
+ "examples": [
+ "Generate a commit message for fixing a login bug described as 'Fix null pointer exception when user logs in without profile picture'",
+ "Create a commit message for adding user profile page with description 'Add new user profile page with editable details'",
+ "Generate a commit message marking a breaking change when removing deprecated API endpoints."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "commit",
+ "version control",
+ "automation",
+ "devops",
+ "conventional commits"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"changeDescription\":\"Fix null pointer exception when user logs in without profile picture\",\"type\":\"fix\",\"scope\":\"auth\",\"breakingChange\":false}",
+ "description": "Generate a commit message for a bug fix in the authentication module."
+ },
+ {
+ "inputJson": "{\"changeDescription\":\"Add new user profile page with editable details\",\"type\":\"feat\",\"scope\":\"UI\",\"breakingChange\":false}",
+ "description": "Generate a commit message for a new feature adding a user profile page."
+ },
+ {
+ "inputJson": "{\"changeDescription\":\"Remove deprecated API endpoints causing conflicts\",\"type\":\"refactor\",\"scope\":\"api\",\"breakingChange\":true}",
+ "description": "Generate a commit message for a breaking change removing deprecated APIs."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Commit",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createVariable",
+ "description": "Generates a well-crafted variable name and optionally a description text for use in code or templates based on a provided concept or value description. Accepts input describing the intended use or meaning of the variable, then creates clear, concise, code-appropriate variable names and explanation text to improve readability and maintainability.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "conceptDescription",
+ "type": "string",
+ "description": "Brief textual description of the concept or value that the variable should represent, e.g. 'number of items in cart' or 'user login status'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "variableType",
+ "type": "string",
+ "description": "Data type of the variable, e.g. 'string', 'number', 'boolean' to guide name appropriateness.",
+ "required": false,
+ "defaultValue": "string"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Naming style to apply, e.g. 'camelCase', 'snake_case', 'PascalCase' for variable name formatting.",
+ "required": false,
+ "defaultValue": "camelCase"
+ },
+ {
+ "name": "includeDescription",
+ "type": "boolean",
+ "description": "Whether to output a descriptive comment or human-readable explanation alongside the variable name.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated variable name as a string and optionally a descriptive text explaining the variable purpose."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating or suggesting meaningful and consistent variable names for marketing copywriting templates, scripts, or any code-related variables. Helps enforce best naming practices and clarity in code and copywriting projects.",
+ "limitations": "Does not generate actual variable values or code, only name suggestions and explanations. Not suited for very complex variable naming that requires domain-specific knowledge beyond provided description.",
+ "examples": [
+ "Create a variable name for a user’s current subscription plan",
+ "Generate a boolean variable indicating product availability",
+ "Get a descriptive variable name for number of clicks on a promotion button"
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "variableNaming",
+ "code",
+ "namingConvention",
+ "automation",
+ "codeQuality"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"conceptDescription\":\"number of items in shopping cart\",\"variableType\":\"number\",\"style\":\"camelCase\",\"includeDescription\":true}",
+ "description": "Generate a camelCase variable name and description for 'number of items in shopping cart' as a number type."
+ },
+ {
+ "inputJson": "{\"conceptDescription\":\"user login status\",\"variableType\":\"boolean\",\"style\":\"snake_case\",\"includeDescription\":false}",
+ "description": "Generate a snake_case variable name without description for a boolean variable representing user login status."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Variable",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createPackage",
+ "description": "Generates a complete marketing copywriting package tailored for a product or service. Accepts inputs such as product details, target audience, tone, and key features, then produces multiple copy components including taglines, product descriptions, and social media posts designed for persuasive marketing.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service to be promoted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "A detailed description of the product or service highlighting its main features and benefits.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The primary audience or customer segment that the copy should appeal to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the marketing copy, e.g., enthusiastic, professional, casual, luxurious.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "An array of key product features or unique selling points to emphasize in the copy.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for the output copy, e.g., 'en' for English, 'es' for Spanish.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "socialPlatforms",
+ "type": "array",
+ "description": "List of social media platforms for which to generate specific posts, e.g., ['twitter','facebook'].",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing several marketing copy components such as tagline, productDescription, socialMediaPosts keyed by platform."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal for AI agents tasked with supporting marketing teams or small businesses by generating a comprehensive set of promotional texts quickly from minimal product input, streamlining the content creation process across multiple channels.",
+ "limitations": "The tool cannot create visual assets, perform competitive analysis, or guarantee marketing effectiveness. It generates text based solely on provided inputs without real-time market data.",
+ "examples": [
+ "Create a marketing copy package for a new fitness tracker aimed at health-conscious millennials with an enthusiastic tone.",
+ "Generate promotional texts for an eco-friendly detergent targeting environmentally aware consumers using a professional tone.",
+ "Produce social media post ideas for a luxury watch across Twitter and Instagram with a luxurious tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "content-creation",
+ "package",
+ "promotional-text",
+ "automation",
+ "social-media"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoClean Detergent\",\"productDescription\":\"A biodegradable, non-toxic detergent that cleans clothes effectively without harming the environment.\",\"targetAudience\":\"environmentally conscious families\",\"tone\":\"professional\",\"keyFeatures\":[\"biodegradable\",\"non-toxic\",\"high performance\"],\"language\":\"en\",\"socialPlatforms\":[\"facebook\",\"instagram\"]}",
+ "description": "Generate full marketing package for EcoClean targeting eco-conscious families with professional tone and social media posts for Facebook and Instagram."
+ },
+ {
+ "inputJson": "{\"productName\":\"FitPro X1 Fitness Tracker\",\"productDescription\":\"A sleek fitness tracker with heart rate monitoring, GPS, and sleep tracking features.\",\"targetAudience\":\"millennials into fitness and tech\",\"tone\":\"enthusiastic\",\"keyFeatures\":[\"heart rate monitor\",\"GPS\",\"sleep tracking\"],\"language\":\"en\",\"socialPlatforms\":[\"twitter\"]}",
+ "description": "Create marketing copy for FitPro X1 fitness tracker targeting millennials, include enthusiastic tone and Twitter posts."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Package",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createEndpoint",
+ "description": "Generates a clear and persuasive API endpoint documentation snippet based on input details such as endpoint path, method, parameters, description, and response format. It transforms technical input into marketing-style copy suitable for product docs, developer portals, or promotional materials.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "endpointPath",
+ "type": "string",
+ "description": "The URL path of the API endpoint (e.g., /users/{id}).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "httpMethod",
+ "type": "string",
+ "description": "The HTTP method used by the endpoint (e.g., GET, POST).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "summary",
+ "type": "string",
+ "description": "A brief high-level summary of what the endpoint does, for promotional style text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "detailedDescription",
+ "type": "string",
+ "description": "A longer technical description of the endpoint's functionality and purpose.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "parametersDescription",
+ "type": "array",
+ "description": "An array of objects describing each input parameter with fields: name (string), type (string), required (boolean), and description (string).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "responseDescription",
+ "type": "string",
+ "description": "Description of the typical response content and success criteria.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object with a 'marketingCopy' string containing the generated endpoint description in clear, persuasive, marketing style."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to transform raw API technical details into friendly, engaging marketing copy or user-facing documentation for an API endpoint. It is ideal for developer portals, product releases, or marketing materials to explain technical endpoints in an accessible way.",
+ "limitations": "This tool does not generate actual code or validate API schema correctness. It focuses solely on clear marketing-style textual descriptions and does not cover complex technical specifications or security details.",
+ "examples": [
+ "Generate a user-friendly description for a GET /users/{id} API endpoint that retrieves user details.",
+ "Create a marketing snippet describing the POST /orders endpoint for creating new orders with parameters and response info."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "documentation",
+ "api",
+ "endpoint",
+ "marketing",
+ "developer-portal"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"endpointPath\":\"/users/{id}\",\"httpMethod\":\"GET\",\"summary\":\"Retrieve user details\",\"detailedDescription\":\"Fetches detailed information for a user specified by the user ID.\",\"parametersDescription\":[{\"name\":\"id\",\"type\":\"string\",\"required\":true,\"description\":\"Unique identifier for the user.\"}],\"responseDescription\":\"Returns user profile including name, email, and account status.\"}",
+ "description": "Marketing copy generation for GET /users/{id} endpoint."
+ },
+ {
+ "inputJson": "{\"endpointPath\":\"/orders\",\"httpMethod\":\"POST\",\"summary\":\"Create a new order\",\"detailedDescription\":\"Allows clients to create new orders by submitting product and quantity information.\",\"parametersDescription\":[{\"name\":\"productId\",\"type\":\"string\",\"required\":true,\"description\":\"ID of the product to order.\"},{\"name\":\"quantity\",\"type\":\"number\",\"required\":true,\"description\":\"Number of units to order.\"}],\"responseDescription\":\"Returns the order confirmation with order ID and estimated delivery date.\"}",
+ "description": "Marketing copy for POST /orders endpoint to create new orders."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Endpoint",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createDependency",
+ "description": "This tool generates persuasive and clear dependency descriptions for software projects or libraries based on input details such as dependency name, version constraints, and target audience. It creates marketing-style text that explains the purpose and benefits of the dependency to encourage adoption.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "dependencyName",
+ "type": "string",
+ "description": "The name of the software dependency to describe.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "versionRange",
+ "type": "string",
+ "description": "The version constraints or specific versions for the dependency (e.g., ^2.1.0, >=1.0.0).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended audience for the description, such as developers, technical leads, or product managers.",
+ "required": false,
+ "defaultValue": "developers"
+ },
+ {
+ "name": "highlightFeatures",
+ "type": "array",
+ "description": "An array of key features or benefits of the dependency to emphasize in the description.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the description, such as professional, friendly, or persuasive.",
+ "required": false,
+ "defaultValue": "professional"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a generated description text presenting the dependency in a compelling and clear manner."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create marketing or explanatory text describing a software dependency for documentation, project READMEs, or promotional material to clearly communicate its purpose and value to potential users.",
+ "limitations": "It cannot generate actual technical dependency metadata or handle complex technical validations. It focuses on descriptive marketing style text, not on dependency resolution or compatibility analysis.",
+ "examples": [
+ "Generate a dependency description for 'axios' library version '^0.21.1' targeting frontend developers highlighting its ease of use and reliability, in a friendly tone.",
+ "Create a professional description for a logging library 'winston' with no specified version, aimed at backend engineers emphasizing flexibility and support for transports.",
+ "Produce a persuasive dependency description for 'lodash', specifying version '>=4.17.0', highlighting utility and performance benefits for general developers."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "dependency",
+ "marketing",
+ "description",
+ "software",
+ "documentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dependencyName\":\"express\",\"versionRange\":\"^4.17.1\",\"targetAudience\":\"backend developers\",\"highlightFeatures\":[\"minimalist web framework\",\"robust routing\",\"middleware support\"],\"tone\":\"professional\"}",
+ "description": "Generate a professional marketing description for the Express framework dependency targeting backend developers."
+ },
+ {
+ "inputJson": "{\"dependencyName\":\"react\",\"versionRange\":\"^18.0.0\",\"targetAudience\":\"frontend developers\",\"highlightFeatures\":[\"component-based UI\",\"virtual DOM\",\"strong community support\"],\"tone\":\"friendly\"}",
+ "description": "Create a friendly description highlighting React features for frontend developers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Dependency",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createAPI",
+ "description": "Generates well-structured, comprehensive API documentation and promotional content based on provided API details such as endpoints, methods, parameters, and usage examples. Takes structured input describing an API and outputs engaging marketing copy alongside technical summaries to assist developers and marketers in promoting the API.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "apiName",
+ "type": "string",
+ "description": "The official name of the API for which content is being created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "apiDescription",
+ "type": "string",
+ "description": "A brief technical summary describing the API's purpose and capabilities.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "endpoints",
+ "type": "array",
+ "description": "An array of objects describing each API endpoint including path, method, parameters, and example usage.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The intended audience for the copywriting such as developers, product managers, or marketers.",
+ "required": false,
+ "defaultValue": "developers"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone/style of the promotional text, e.g., formal, casual, persuasive.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "Whether to include usage examples in the generated copywriting content.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing two main fields: 'marketingCopy' with engaging promotional text and 'technicalSummary' with a clear, structured API overview."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create clear, appealing, and structured promotional and documentation content for an API based on its technical specification. It's ideal to accelerate content creation for API platforms, developer portals, and marketing materials that require coherent integration of technical details and marketing appeal.",
+ "limitations": "This tool does not generate API implementation code or detailed technical tutorials. It relies on accurate and complete input data to produce quality output and may not fully capture complex API behaviors if poorly described.",
+ "examples": [
+ "Create promotional content for a payment gateway API focusing on fast transactions and secure endpoints.",
+ "Generate developer-friendly marketing copy for a social media API with emphasis on easy integration and rich features.",
+ "Produce a professional summary and marketing highlights for a weather data API targeting mobile app developers."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "API",
+ "marketing",
+ "documentation",
+ "promotional",
+ "content-generation",
+ "developer-relations"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"apiName\":\"WeatherPro API\",\"apiDescription\":\"Provides real-time and forecast weather data globally.\",\"endpoints\":[{\"path\":\"/current\",\"method\":\"GET\",\"parameters\":[{\"name\":\"location\",\"type\":\"string\",\"required\":true}],\"exampleUsage\":\"GET /current?location=London\"},{\"path\":\"/forecast\",\"method\":\"GET\",\"parameters\":[{\"name\":\"location\",\"type\":\"string\",\"required\":true},{\"name\":\"days\",\"type\":\"number\",\"required\":false}],\"exampleUsage\":\"GET /forecast?location=London&days=5\"}],\"targetAudience\":\"mobile developers\",\"tone\":\"casual\",\"includeExamples\":true}",
+ "description": "Generate engaging promotional and technical content for a global weather data API aimed at mobile developers, with a casual tone and usage examples included."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "API",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createMigration",
+ "description": "Generates clear, concise copywriting text explaining the purpose, benefits, and steps of a software database migration process. Accepts migration context details as input, then produces professional marketing-style text to communicate the migration plan effectively to stakeholders or customers.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "migrationName",
+ "type": "string",
+ "description": "The name or title of the migration project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "migrationGoal",
+ "type": "string",
+ "description": "A brief description of the goal or purpose of the migration.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "affectedSystems",
+ "type": "array",
+ "description": "List of systems, databases, or platforms affected by the migration.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "keyBenefits",
+ "type": "array",
+ "description": "Key advantages or improvements expected from the migration.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "migrationSteps",
+ "type": "array",
+ "description": "Outline of the main steps involved in the migration process.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended audience for the copy (e.g., technical team, executives, customers).",
+ "required": false,
+ "defaultValue": "general audience"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the copywriting output (e.g., professional, casual, persuasive).",
+ "required": false,
+ "defaultValue": "professional"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated copywriting text describing the migration plan in a clear, engaging manner."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create marketing or internal communication text that explains a software or database migration clearly and persuasively, highlighting goals, benefits, and processes to various stakeholders. Ideal for generating content for newsletters, announcements, or documentation summaries.",
+ "limitations": "This tool does not perform technical migration steps or validate migration plans. It only generates descriptive copywriting text based on provided inputs.",
+ "examples": [
+ "Create copy to announce a database migration improving system reliability to customers.",
+ "Generate internal communication text describing the migration steps to IT staff.",
+ "Write a persuasive description of the benefits of migrating to a new data platform for executive briefing."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "migration",
+ "software",
+ "marketing",
+ "communication",
+ "database"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"migrationName\":\"Q3 Database Upgrade\",\"migrationGoal\":\"Upgrade database infrastructure for improved performance and scalability.\",\"affectedSystems\":[\"CustomerDB\",\"OrdersDB\"],\"keyBenefits\":[\"Faster queries\",\"Increased uptime\",\"Better scalability\"],\"migrationSteps\":[\"Backup current databases\",\"Deploy new database servers\",\"Migrate data\",\"Run integrity checks\"],\"targetAudience\":\"customers\",\"tone\":\"professional\"}",
+ "description": "Generate professional copy for customers announcing an upcoming database upgrade with benefits and steps."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Migration",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createSchema",
+ "description": "Generates a structured JSON Schema for a marketing or promotional copywriting project based on input requirements. Accepts details about the content type, target audience, tone, and key messaging elements, then outputs a detailed, valid JSON Schema defining the expected data structure and content constraints for use in automated or AI-assisted copywriting workflows.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "contentType",
+ "type": "string",
+ "description": "Type of marketing content (e.g., 'email', 'ad', 'landing page') to define schema for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience to customize the schema to relevant user demographics and preferences.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the copy (e.g., 'professional', 'friendly', 'urgent') to influence content attribute constraints in schema.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyMessages",
+ "type": "array",
+ "description": "List of main messages or product features that copy must include, to shape the content requirements in the schema.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether the schema should enforce presence of a call-to-action element in the content.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated JSON Schema defining the expected structure and content constraints for the copywriting project."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to generate or validate marketing copy content to ensure output matches a defined structure aligned with project requirements. It helps define and enforce input data and content rules before copy generation, improving quality and adherence to goals.",
+ "limitations": "This tool generates structural schemas for copywriting data but does not generate actual marketing copy text. It also cannot fully capture highly subjective or deeply creative nuances that require human interpretation.",
+ "examples": [
+ "Create a schema for an email marketing campaign targeting young adults with a friendly tone including key product benefits and a call to action.",
+ "Define a schema for a landing page advertisement, professional tone, focus on security features with mandatory call to action.",
+ "Generate a schema for a social media ad, casual tone, highlight three main features without a required call to action."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "schema",
+ "marketing",
+ "content-structure",
+ "validation",
+ "json-schema"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contentType\":\"email\",\"targetAudience\":\"young adults\",\"tone\":\"friendly\",\"keyMessages\":[\"fast delivery\",\"eco-friendly packaging\"],\"includeCallToAction\":true}",
+ "description": "Generate a schema for a friendly-toned email marketing piece targeting young adults, emphasizing fast delivery and eco-friendly packaging with a call to action."
+ },
+ {
+ "inputJson": "{\"contentType\":\"landing page\",\"tone\":\"professional\",\"keyMessages\":[\"data security\",\"24/7 support\"],\"includeCallToAction\":true}",
+ "description": "Create a schema for a professional landing page ad that highlights data security and 24/7 support and requires a call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Schema",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createQuery",
+ "description": "Generates optimized code query statements or search queries based on provided intent and technical context, aiding in crafting precise, effective queries for databases, APIs, or code search tools.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "intent",
+ "type": "string",
+ "description": "The goal or purpose of the query to be generated, describing what information to retrieve or filter.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "technicalContext",
+ "type": "string",
+ "description": "Background context including programming language, database type, API type, or environment relevant to constructing the query.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Preferred format of the generated query, e.g., SQL, GraphQL, REST API call, or generic search syntax.",
+ "required": false,
+ "defaultValue": "SQL"
+ },
+ {
+ "name": "includeComments",
+ "type": "boolean",
+ "description": "Whether to include explanatory comments in the generated query to enhance readability and maintainability.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "complexityLevel",
+ "type": "string",
+ "description": "Expected complexity of the query: simple, intermediate, or advanced, affecting structure and optimization techniques used.",
+ "required": false,
+ "defaultValue": "intermediate"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated query string and optional explanations or advantages for its usage."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate or suggest precise and optimized code or search queries based on a clear user intent and given technical context, to automate or assist with database querying, API search, or codebase exploration.",
+ "limitations": "This tool cannot validate executions of generated queries or connect to live systems for testing; it may not perfectly interpret ambiguous or highly domain-specific intents without sufficient context.",
+ "examples": [
+ "Generate an SQL query to retrieve all users registered after 2022-01-01.",
+ "Create a GraphQL query to fetch a list of products with price and availability.",
+ "Generate a simple search query to find 'error handling' examples in JavaScript code repositories."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "query generation",
+ "code",
+ "database",
+ "API",
+ "search"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"intent\":\"Find all customers from New York who made purchases over $1000 in the last year\",\"technicalContext\":\"SQL, MySQL database\",\"outputFormat\":\"SQL\",\"includeComments\":true,\"complexityLevel\":\"intermediate\"}",
+ "description": "Generate an SQL query to find customers in New York with large purchases in the last year including comments"
+ },
+ {
+ "inputJson": "{\"intent\":\"Fetch list of books with author and publication year\",\"technicalContext\":\"GraphQL\",\"outputFormat\":\"GraphQL\",\"includeComments\":false,\"complexityLevel\":\"simple\"}",
+ "description": "Create a basic GraphQL query for books with author and year"
+ },
+ {
+ "inputJson": "{\"intent\":\"Search codebase for functions related to login authentication\",\"technicalContext\":\"JavaScript code repository\",\"outputFormat\":\"generic\",\"includeComments\":false,\"complexityLevel\":\"intermediate\"}",
+ "description": "Generate a search query to find login-related functions in JS repositories"
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Query",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createTest",
+ "description": "Generates realistic, well-structured software test case code snippets based on user input describing the functionality to be tested, preferred programming language, and test framework. Accepts textual test descriptions and outputs executable test code for use in development environments.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "testDescription",
+ "type": "string",
+ "description": "A detailed description of the functionality or behavior to be tested in plain English.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "The programming language in which the test code should be generated (e.g., JavaScript, Python, Java).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "testFramework",
+ "type": "string",
+ "description": "The testing framework to use when generating the test code (e.g., Jest, Mocha, PyTest, JUnit).",
+ "required": false,
+ "defaultValue": "\"Jest\""
+ },
+ {
+ "name": "testType",
+ "type": "string",
+ "description": "Type of test to generate, such as unit, integration, or functional test.",
+ "required": false,
+ "defaultValue": "\"unit\""
+ },
+ {
+ "name": "includeComments",
+ "type": "boolean",
+ "description": "Whether to include explanatory comments in the generated test code.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated test code as a string, along with metadata specifying language and framework."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to quickly produce sample or starter test case code based on a textual description of desired test behavior, supporting multiple languages and frameworks. It helps automate initial test creation for developers or teams adopting automated testing practices.",
+ "limitations": "The tool cannot guarantee fully syntactically correct or executable tests for complex scenarios or unknown frameworks. It does not execute tests or verify their correctness. It best serves simple to moderately complex test cases.",
+ "examples": [
+ "Generate a Jest unit test in JavaScript for validating email input format.",
+ "Create a PyTest functional test in Python to check user login behavior.",
+ "Produce a JUnit integration test in Java that verifies database record insertion."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "testCodeGeneration",
+ "softwareTesting",
+ "automation",
+ "unitTest",
+ "integrationTest",
+ "functionalTest"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"testDescription\":\"Verify that the add function returns the sum of two numbers.\",\"programmingLanguage\":\"JavaScript\",\"testFramework\":\"Jest\",\"testType\":\"unit\",\"includeComments\":true}",
+ "description": "Generate a Jest unit test for a simple add function in JavaScript."
+ },
+ {
+ "inputJson": "{\"testDescription\":\"Check that the user authentication fails with wrong password.\",\"programmingLanguage\":\"Python\",\"testFramework\":\"PyTest\",\"testType\":\"functional\",\"includeComments\":false}",
+ "description": "Create a PyTest functional test for authentication failure scenario."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Test",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createCode",
+ "description": "Generates code snippets or templates tailored for marketing campaigns, promotional websites, or advertising tools based on user-specified programming languages, frameworks, and marketing objectives. Accepts inputs such as target language, desired code functionality, and style preferences to output ready-to-use code suitable for copywriting tech deployments.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "The programming language for the generated code snippet, e.g., JavaScript, Python, HTML.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "framework",
+ "type": "string",
+ "description": "Optional framework or library to use, e.g., React, Django, Vue, or can be empty for plain code.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "functionalityDescription",
+ "type": "string",
+ "description": "A textual description of the marketing or promotional feature to implement, e.g., 'dynamic promotional banner showing discounts'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "codeStyle",
+ "type": "string",
+ "description": "Optional style preferences such as 'modular', 'functional', or 'class-based' to influence code structure.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeComments",
+ "type": "boolean",
+ "description": "Flag to include explanatory comments in the generated code for better understanding and maintainability.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated code as a string, the programming language used, and optional metadata such as estimated complexity or dependencies."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate code snippets or reusable templates that implement marketing-focused features, such as promotional widgets, dynamic text content, or campaign integration code, tailored to specific languages and frameworks. It helps automate coding tasks for marketing technology development.",
+ "limitations": "This tool generates basic to moderately complex code snippets; it does not create full applications or highly complex systems. It cannot guarantee fully bug-free code or perfect integration in all environments and requires developer review and customization.",
+ "examples": [
+ "Create a React component that displays a flashing sale banner.",
+ "Generate Python code to send marketing emails with personalized discount offers.",
+ "Produce HTML and CSS code for a responsive promotional landing page section."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "code generation",
+ "marketing",
+ "promotional code",
+ "automation",
+ "templates",
+ "marketing technology"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"programmingLanguage\":\"JavaScript\",\"framework\":\"React\",\"functionalityDescription\":\"dynamic promotional banner showing discount countdown\",\"codeStyle\":\"functional\",\"includeComments\":true}",
+ "description": "Generate a React functional component in JavaScript for a dynamic promotional banner with a discount countdown timer."
+ },
+ {
+ "inputJson": "{\"programmingLanguage\":\"Python\",\"framework\":\"\",\"functionalityDescription\":\"send personalized marketing email with discount code\",\"codeStyle\":\"\",\"includeComments\":false}",
+ "description": "Create Python code that sends personalized marketing emails including individual discount codes, without extra comments."
+ },
+ {
+ "inputJson": "{\"programmingLanguage\":\"HTML\",\"framework\":\"\",\"functionalityDescription\":\"responsive landing page section for upcoming sale\",\"codeStyle\":\"\",\"includeComments\":true}",
+ "description": "Produce HTML and CSS code for a responsive landing page section promoting an upcoming sale, with explanatory comments."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Code",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createModule",
+ "description": "Generates a complete marketing copywriting module for software projects, including tagline, feature highlights, value propositions, and call-to-action text. Accepts project details, target audience, tone, and key features; outputs a structured module ready for integration into promotional materials or websites.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "Name of the software project or product to create copywriting for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience or market segment for the module.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of key features or benefits of the software to highlight in the copywriting module.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone or style of the write-up, e.g., professional, casual, witty, inspirational.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "moduleLength",
+ "type": "number",
+ "description": "Approximate length of the module in number of sentences or paragraphs.",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a strong call-to-action section in the module.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured object containing the tagline, feature highlights, value proposition, and call-to-action text as strings."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate coherent, persuasive marketing copywriting modules for software products based on specific input parameters such as project details and audience characteristics. Ideal for automating content creation for websites, landing pages, or promotional campaigns.",
+ "limitations": "Cannot verify factual accuracy of provided product features; requires accurate input data. Output style may require human review to ensure brand voice consistency.",
+ "examples": [
+ "Create a copywriting module for a productivity app targeting remote workers, highlighting real-time collaboration and offline mode.",
+ "Generate a marketing module with a casual tone for a gaming platform focusing on community features and exclusive content.",
+ "Produce a concise professional copywriting module for a cybersecurity tool emphasizing reliability and 24/7 support."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "module",
+ "software",
+ "promotional",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"FocusFlow\",\"targetAudience\":\"remote workers and freelancers\",\"keyFeatures\":[\"real-time collaboration\",\"offline mode\",\"task prioritization\"],\"tone\":\"professional\",\"moduleLength\":4,\"includeCallToAction\":true}",
+ "description": "Generate a professional marketing module for a productivity app targeting remote workers"
+ },
+ {
+ "inputJson": "{\"projectName\":\"GameCircle\",\"targetAudience\":\"casual and hardcore gamers\",\"keyFeatures\":[\"community features\",\"exclusive content\",\"in-game events\"],\"tone\":\"casual\",\"moduleLength\":5,\"includeCallToAction\":true}",
+ "description": "Create a casual tone copywriting module for a gaming platform"
+ },
+ {
+ "inputJson": "{\"projectName\":\"SecureSafe\",\"targetAudience\":\"small and medium businesses\",\"keyFeatures\":[\"reliable endpoint protection\",\"24/7 support\",\"advanced threat detection\"],\"tone\":\"professional\",\"moduleLength\":3,\"includeCallToAction\":false}",
+ "description": "Produce a concise and professional marketing module for a cybersecurity tool without call to action"
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Module",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createSpec",
+ "description": "Generates a detailed specification document for a given product, feature, or service. Accepts inputs such as the domain context, target audience, key requirements, and goals. Processes these inputs to create a structured, clear, and persuasive spec document suitable for marketing and planning purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title or name of the specification document to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "domain",
+ "type": "string",
+ "description": "The domain or industry context of the product or feature (e.g., SaaS, ecommerce, fintech).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the primary audience for the spec (e.g., developers, marketing teams, customers).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of key features or components to highlight within the spec.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "goals",
+ "type": "string",
+ "description": "The main goals or objectives that the spec aims to achieve or support.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Preferred tone for the spec document (e.g., formal, persuasive, technical).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "lengthLimit",
+ "type": "number",
+ "description": "Approximate desired length of the spec document in words.",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a structured spec document in textual form with sections for overview, features, goals, and conclusion."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal when an AI agent needs to produce a marketing or project specification document based on brief input parameters. It helps generate clear, coherent, and targeted spec docs suitable for internal or external communication without manual drafting.",
+ "limitations": "The tool cannot generate highly technical specs requiring deep domain expertise or include proprietary data not provided in inputs. It also does not create visual diagrams or editable formats beyond text.",
+ "examples": [
+ "Create a product spec for a new mobile app targeting young adults in ecommerce.",
+ "Generate a feature specification document for an AI-powered customer support chatbot.",
+ "Write a marketing spec doc for launching a fintech service to small businesses."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "specification",
+ "marketing",
+ "document",
+ "product",
+ "feature"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Mobile App Feature Spec\",\"domain\":\"ecommerce\",\"targetAudience\":\"development and marketing teams\",\"keyFeatures\":[\"user login\",\"product search\",\"shopping cart\",\"payment gateway\"],\"goals\":\"Streamline user purchase flow and improve conversion rate.\",\"tone\":\"persuasive\",\"lengthLimit\":600}",
+ "description": "Create a persuasive spec document for an ecommerce mobile app focusing on key user features and business goals."
+ },
+ {
+ "inputJson": "{\"title\":\"AI Chatbot Feature Specification\",\"domain\":\"customer service\",\"targetAudience\":\"technical leads and project managers\",\"keyFeatures\":[\"natural language understanding\",\"multi-language support\",\"ticket generation\",\"analytics dashboard\"],\"goals\":\"Enhance automated support capabilities and reduce human agent load.\",\"tone\":\"formal\",\"lengthLimit\":500}",
+ "description": "Generate a formal, structured spec document for an AI chatbot project highlighting features and objectives."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Spec",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createReadme",
+ "description": "Generates a professional README.md document for software projects based on project details provided. Accepts input such as project name, description, installation instructions, usage examples, license, and contact info. Processes these inputs using structured templates to output a formatted markdown README suitable for GitHub or other repositories.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the project to be included as the main title of the README.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "A concise description summarizing the project's purpose and functionality.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "installationInstructions",
+ "type": "string",
+ "description": "Step-by-step installation instructions or commands for users to set up the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageInformation",
+ "type": "string",
+ "description": "Examples and explanations of how to use the project once installed or configured.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "license",
+ "type": "string",
+ "description": "The type of software license governing the project (e.g., MIT, GPL, Apache 2.0).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contributingGuidelines",
+ "type": "string",
+ "description": "Instructions detailing how other developers can contribute to the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactInformation",
+ "type": "string",
+ "description": "Contact details such as email or website for users or contributors to reach the maintainer.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated README content as a markdown formatted string under the 'readmeMarkdown' property."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a README file is needed for a new or existing software project to provide clear, standardized documentation for users and contributors. Ideal for automatic documentation generation in project scaffolding, continuous integration pipelines, or project onboarding assistants.",
+ "limitations": "This tool generates generic README templates based on input text and cannot produce project-specific technical diagrams or highly customized documentation. The quality depends heavily on the clarity and completeness of input information provided.",
+ "examples": [
+ "Generate a README for a Python library named 'DataUtils' that helps with data processing.",
+ "Create a README for a web app project with installation and usage instructions and MIT license.",
+ "Produce README markdown for an open-source CLI tool including contribution guidelines and contact info."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "documentation",
+ "readme",
+ "markdown",
+ "software",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"DataUtils\",\"projectDescription\":\"A Python library for simple data processing and manipulation tasks.\",\"installationInstructions\":\"Run 'pip install datautils' to install the package.\",\"usageInformation\":\"Import DataUtils and use its functions to clean and transform datasets.\",\"license\":\"MIT\",\"contributingGuidelines\":\"Please fork the repo and create pull requests.\",\"contactInformation\":\"email@datacompany.com\"}",
+ "description": "Generate a README for a Python data processing library with full details including contributing and contact info."
+ },
+ {
+ "inputJson": "{\"projectName\":\"QuickCLI\",\"projectDescription\":\"Command-line interface tool to automate daily tasks.\",\"installationInstructions\":\"Download the binary from releases and add to PATH.\",\"usageInformation\":\"Run 'quickcli --help' to see commands.\",\"license\":\"Apache 2.0\",\"contributingGuidelines\":\"Open issues or create pull requests.\",\"contactInformation\":\"maintainer@quickcli.io\"}",
+ "description": "Create README for a CLI tool project including installation, usage, license, and contribution instructions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createBrief",
+ "description": "Generates a concise marketing brief based on provided product details, target audience, tone, and campaign objectives. Accepts structured inputs describing the product and desired messaging tone, processes these to create a clear, focused brief for content creators or marketing teams. Outputs a formatted brief highlighting key messaging points and campaign goals.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service to be promoted",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productDescription",
+ "type": "string",
+ "description": "Detailed description highlighting product features and benefits",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience including demographics and psychographics",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "campaignGoals",
+ "type": "string",
+ "description": "Primary objectives of the marketing campaign like brand awareness or sales increase",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the brief, e.g., professional, casual, enthusiastic",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "keyMessages",
+ "type": "array",
+ "description": "List of crucial messages or selling points to emphasize in the brief",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate length of the output brief in number of words",
+ "required": false,
+ "defaultValue": "300"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the marketing brief text, structured to highlight product overview, key messages, target audience insights, and campaign objectives."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to create structured marketing briefs when given product details and campaign goals, to guide content creators, marketing teams, or strategists in aligning messaging consistently. Ideal for agencies or businesses needing clear campaign documents quickly.",
+ "limitations": "It cannot generate highly detailed marketing strategies or copy variations; it produces concise briefs only. It depends on the quality and completeness of input data; vague inputs produce general briefs.",
+ "examples": [
+ "Create a marketing brief for a new eco-friendly water bottle targeting young adults, with a casual tone.",
+ "Generate a professional brief for a SaaS productivity tool aimed at small business owners emphasizing increased efficiency.",
+ "Produce a concise brief for a luxury skincare line aimed at middle-aged women focusing on anti-aging benefits."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "brief",
+ "content creation",
+ "campaign planning",
+ "branding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"EcoSip Water Bottle\",\"productDescription\":\"A durable, BPA-free water bottle made from recycled materials that keeps drinks cold for 24 hours using advanced insulation.\",\"targetAudience\":\"Environmentally conscious young adults aged 18-30 who value sustainability and health.\",\"campaignGoals\":\"Increase brand awareness and drive pre-orders through social media channels.\",\"tone\":\"casual\",\"keyMessages\":[\"Sustainable and eco-friendly\",\"Keeps beverages cold all day\",\"Stylish and portable\"],\"length\":250}",
+ "description": "Brief for an eco-friendly reusable water bottle aimed at young adults, in a casual tone."
+ },
+ {
+ "inputJson": "{\"productName\":\"TaskMaster Pro\",\"productDescription\":\"A cloud-based productivity software that integrates task management, calendar, and collaboration tools for small businesses.\",\"targetAudience\":\"Small business owners and their teams looking for efficient project management.\",\"campaignGoals\":\"Position as the go-to productivity app to improve team work and task tracking.\",\"tone\":\"professional\",\"keyMessages\":[\"All-in-one solution\",\"Improves team collaboration\",\"Easy to use interface\"],\"length\":300}",
+ "description": "Professional marketing brief for a productivity SaaS product targeting small businesses."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createFunction",
+ "description": "Generates a marketing-oriented function description and promotional text based on input function name, purpose, and target audience. Accepts a function name, a brief description of its role, and the intended user demographic, then outputs a compelling function summary suitable for marketing materials or documentation highlights.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "functionName",
+ "type": "string",
+ "description": "The exact name of the function to generate copy for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "functionPurpose",
+ "type": "string",
+ "description": "A brief, clear explanation of what the function does or aims to achieve.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "The primary audience or user base that will use or benefit from the function (e.g., developers, marketers).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the promotional text such as professional, casual, enthusiastic, or technical.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "Whether to include usage examples in the generated copy.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing generated marketing copy including a function summary and optional usage examples"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create compelling, clear, and targeted promotional or descriptive copy for technical functions, particularly when preparing documentation or marketing materials that need to engage specific audiences effectively.",
+ "limitations": "This tool cannot generate actual working code or detailed technical specifications; it focuses solely on creating engaging descriptive text around a function.",
+ "examples": [
+ "Generate marketing copy for a data processing function targeting software developers.",
+ "Create a promotional summary for a new AI prediction function aimed at business analysts with an enthusiastic tone.",
+ "Write a clear and professional description with an example usage for a sorting algorithm function."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "function",
+ "documentation",
+ "promotional",
+ "technical writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"functionName\":\"calculateRevenue\",\"functionPurpose\":\"computes total revenue from sales data\",\"targetAudience\":\"financial analysts\",\"tone\":\"professional\",\"includeExamples\":true}",
+ "description": "Generate professional marketing text describing a financial calculation function with usage examples."
+ },
+ {
+ "inputJson": "{\"functionName\":\"sendEmailNotification\",\"functionPurpose\":\"sends automated email alerts to users\",\"targetAudience\":\"product managers\",\"tone\":\"casual\",\"includeExamples\":false}",
+ "description": "Create casual promotional copy for a user notification function targeting product managers without examples."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Function",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createTemplate",
+ "description": "Creates a customizable marketing copywriting template based on specified campaign type, target audience, and tone. Accepts inputs defining template structure including headline, body, call-to-action sections and generates a reusable document template for consistent promotional content.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "campaignType",
+ "type": "string",
+ "description": "The type of marketing campaign (e.g., Email, Social Media, Print) for which the template is designed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience or customer segment.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the copy (e.g., Friendly, Professional, Urgent).",
+ "required": false,
+ "defaultValue": "Professional"
+ },
+ {
+ "name": "includeSections",
+ "type": "array",
+ "description": "List of sections to include such as ['headline','body','callToAction','footer'].",
+ "required": false,
+ "defaultValue": "[\"headline\",\"body\",\"callToAction\"]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language of the template to produce (e.g., English, Spanish).",
+ "required": false,
+ "defaultValue": "English"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the structured template with placeholders for copywriting sections, suitable for filling in campaign-specific content."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a consistent and reusable marketing copywriting structure is needed for campaigns targeting specific audiences with customized tone and sections. Ideal for automating template generation across channels to maintain brand voice and improve efficiency.",
+ "limitations": "Does not generate full copy content, only creates template structure with placeholders. Tone and style are limited to general presets and may not capture nuanced brand voice.",
+ "examples": [
+ "Create a social media advertising copy template targeting young adults with a casual tone including headline, body, and call to action.",
+ "Generate an email marketing template for healthcare professionals with a formal tone including headline, body, call to action, and footer sections.",
+ "Produce a print ad template for luxury products targeting high-income customers with an elegant tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "template",
+ "marketing",
+ "content creation",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignType\":\"Email\",\"targetAudience\":\"Tech professionals aged 25-40\",\"tone\":\"Friendly\",\"includeSections\":[\"headline\",\"body\",\"callToAction\"],\"language\":\"English\"}",
+ "description": "Create an email marketing template for tech professionals with friendly tone"
+ },
+ {
+ "inputJson": "{\"campaignType\":\"Social Media\",\"targetAudience\":\"Fitness enthusiasts\",\"tone\":\"Motivational\",\"includeSections\":[\"headline\",\"body\",\"callToAction\",\"footer\"],\"language\":\"English\"}",
+ "description": "Generate a social media copy template with motivational tone targeting fitness enthusiasts"
+ },
+ {
+ "inputJson": "{\"campaignType\":\"Print\",\"targetAudience\":\"Luxury car buyers\",\"tone\":\"Elegant\",\"includeSections\":[\"headline\",\"body\",\"callToAction\"],\"language\":\"English\"}",
+ "description": "Produce an elegant print advertisement template for luxury car buyers"
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createFAQ",
+ "description": "This tool generates a structured Frequently Asked Questions (FAQ) document based on provided product or service details, target audience, and desired tone. It accepts inputs describing key topics and generates clear, concise Q&A pairs as output suitable for marketing or support materials.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "domainDescription",
+ "type": "string",
+ "description": "Detailed description of the product, service, or domain the FAQ will cover.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience to tailor the language and complexity accordingly.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyTopics",
+ "type": "array",
+ "description": "List of main topics or themes to be included in the FAQ, guiding question generation.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "numberOfQuestions",
+ "type": "number",
+ "description": "Maximum number of FAQ questions to generate, to control FAQ length.",
+ "required": false,
+ "defaultValue": "10"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of writing to apply (e.g., formal, friendly, professional, casual).",
+ "required": false,
+ "defaultValue": "friendly"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing an array of generated FAQ entries, each with a question and answer string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate customer-facing FAQ content for marketing websites, product launches, or customer support sections based on summarized domain information and key concerns. It helps automate content creation tailored to audience and tone preferences.",
+ "limitations": "The tool relies entirely on the input description and key topics; it cannot verify factual correctness or provide answers beyond provided context. It may not cover extremely technical or niche queries accurately.",
+ "examples": [
+ "Generate an FAQ for a new eco-friendly water bottle targeting active millennials.",
+ "Create a professional FAQ for SaaS software help pages focusing on billing and security questions.",
+ "Produce a casual FAQ for a small business catering to pet owners about grooming services."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "FAQ",
+ "content generation",
+ "marketing",
+ "customer support",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"domainDescription\":\"A cloud-based project management tool that helps teams collaborate with task assignments, timelines, and file sharing.\",\"targetAudience\":\"Small to medium businesses, project managers, and team members.\",\"keyTopics\":[\"task management\",\"collaboration\",\"security\",\"pricing\"],\"numberOfQuestions\":5,\"tone\":\"professional\"}",
+ "description": "Generate a professional FAQ for a SaaS project management product focused on collaboration and pricing."
+ },
+ {
+ "inputJson": "{\"domainDescription\":\"Organic skincare line using sustainable sourcing and cruelty-free ingredients.\",\"targetAudience\":\"Environmentally conscious consumers aged 25-40.\",\"keyTopics\":[\"ingredients\",\"sourcing\",\"usage\",\"pricing\"],\"numberOfQuestions\":7,\"tone\":\"friendly\"}",
+ "description": "Create a friendly FAQ for a new eco-friendly skincare brand highlighting ingredients and ethical practices."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createChecklist",
+ "description": "Generates a detailed marketing or promotional checklist based on user input about campaign goals, target audience, and key marketing channels. Accepts campaign type and objectives, and produces a structured, step-by-step checklist to guide content creation and marketing execution.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "campaignType",
+ "type": "string",
+ "description": "Type of marketing campaign (e.g., email campaign, social media launch, product promotion).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience for the campaign.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "marketingChannels",
+ "type": "array",
+ "description": "List of marketing channels to be included (e.g., ['email','social media','blog']).",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "campaignObjectives",
+ "type": "array",
+ "description": "Specific objectives or goals of the campaign (e.g., ['increase brand awareness','boost sales']).",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeTimeline",
+ "type": "boolean",
+ "description": "Whether to include estimated timeline steps in the checklist.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured checklist object including key action items, steps, and optionally timeline guidance tailored to the provided campaign parameters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when planning marketing or promotional campaigns requiring structured task checklists to ensure thorough execution across channels and objectives. It helps generate actionable steps and reminders to guide copywriting and marketing teams.",
+ "limitations": "This tool does not create the actual copy or creative content; it focuses on checklist generation only. It cannot replace detailed project management tools, and it relies on accurate input about campaign parameters.",
+ "examples": [
+ "Create a checklist for an email campaign targeting small business owners to increase newsletter signups.",
+ "Generate a promotional checklist for a social media launch aimed at young adults focusing on brand awareness.",
+ "Provide a step-by-step checklist for a product promotion campaign across email and blog channels with defined sales goals."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "checklist",
+ "campaign planning",
+ "promotional content"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignType\":\"email campaign\",\"targetAudience\":\"small business owners\",\"marketingChannels\":[\"email\"],\"campaignObjectives\":[\"increase newsletter signups\"],\"includeTimeline\":true}",
+ "description": "Checklist for an email campaign targeting small business owners aimed at increasing newsletter signups."
+ },
+ {
+ "inputJson": "{\"campaignType\":\"social media launch\",\"targetAudience\":\"young adults\",\"marketingChannels\":[\"social media\"],\"campaignObjectives\":[\"brand awareness\"],\"includeTimeline\":false}",
+ "description": "Promotional checklist for a social media launch focused on brand awareness among young adults."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createComponent",
+ "description": "Generates a marketing copywriting text component tailored for UI inclusion, based on product details, target audience, tone, and component role. Accepts inputs like product features, audience profile, desired tone, and component type to produce an engaging, concise text snippet suitable for banners, cards, or calls-to-action.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "The name of the product or service to promote.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productFeatures",
+ "type": "array",
+ "description": "List of key product features or benefits to highlight.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target audience for the message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the copy e.g., friendly, professional, urgent.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "componentType",
+ "type": "string",
+ "description": "The type of UI component for which the text is intended, such as banner, card, or call-to-action.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length (in characters) for the generated text component to ensure fitting UI constraints.",
+ "required": false,
+ "defaultValue": "150"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated text component string labeled as 'text'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating short marketing text snippets customized for specific UI components based on product details and audience context, to streamline content creation for web and app interfaces.",
+ "limitations": "This tool does not generate full-length articles or complex copywriting projects; it is focused on concise UI components only.",
+ "examples": [
+ "Create a friendly banner text for a new fitness tracker highlighting its heart rate monitoring and waterproof features targeting active adults.",
+ "Generate a professional call-to-action text component encouraging small businesses to try cloud accounting software.",
+ "Produce a short card description for a new vegan snack product targeting environmentally-conscious consumers with an enthusiastic tone."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "UI component",
+ "text generation",
+ "promotional text",
+ "branding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"productName\":\"FitPulse Tracker\",\"productFeatures\":[\"accurate heart rate monitor\",\"waterproof up to 50m\",\"7-day battery life\"],\"targetAudience\":\"active adults who enjoy outdoor sports\",\"tone\":\"friendly\",\"componentType\":\"banner\",\"maxLength\":120}",
+ "description": "Generate a friendly banner text advertising a fitness tracker for active adults emphasizing heart rate monitoring and waterproof capability."
+ },
+ {
+ "inputJson": "{\"productName\":\"CloudBooks Pro\",\"productFeatures\":[\"real-time invoicing\",\"expense tracking\",\"secure data encryption\"],\"targetAudience\":\"small business owners\",\"tone\":\"professional\",\"componentType\":\"call-to-action\",\"maxLength\":100}",
+ "description": "Create a professional call-to-action text for cloud accounting software aimed at small business owners."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Component",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createMinutes",
+ "description": "This tool generates professional meeting minutes based on provided meeting details such as agenda, participants, discussion points, and action items. It organizes the input into a clear, concise document summarizing key points, decisions, and assigned tasks, suitable for distribution to meeting attendees.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "meetingTitle",
+ "type": "string",
+ "description": "Title or subject of the meeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "meetingDate",
+ "type": "string",
+ "description": "Date of the meeting in ISO format (YYYY-MM-DD).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "participants",
+ "type": "array",
+ "description": "List of participant names or roles present at the meeting.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "agendaItems",
+ "type": "array",
+ "description": "Array of agenda items planned for discussion.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "discussionPoints",
+ "type": "array",
+ "description": "Array of discussion points corresponding to agenda items, describing highlights and outcomes.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "decisionsMade",
+ "type": "array",
+ "description": "List of formal decisions or conclusions reached during the meeting.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "actionItems",
+ "type": "array",
+ "description": "List of action items assigned, including responsible person and due date if known.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "additionalNotes",
+ "type": "string",
+ "description": "Any miscellaneous notes or remarks relevant to the meeting minutes.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a well-structured meeting minutes document as a formal string and optionally summarized key points array."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create formal, professional meeting minutes from raw meeting data inputs. Ideal for converting agenda topics, discussions, decisions, and tasks into a clear, distributable summary that attendees or stakeholders can easily understand.",
+ "limitations": "This tool does not record audio or automatically transcribe spoken content. It requires manual input of meeting information. It may not capture implicit context or emotional nuances of discussions.",
+ "examples": [
+ "Create minutes for a project kickoff meeting with listed participants, agenda, and assigned tasks.",
+ "Summarize key discussion points and decisions from a board meeting input.",
+ "Generate a formal minutes document from input notes and action items from a team meeting."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "documentation",
+ "meeting",
+ "minutes",
+ "summary",
+ "productivity"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"meetingTitle\":\"Quarterly Sales Review\",\"meetingDate\":\"2024-05-10\",\"participants\":[\"Alice Johnson\",\"Bob Smith\",\"Claire Lee\"],\"agendaItems\":[\"Sales Performance\",\"Challenges\",\"Next Quarter Strategy\"],\"discussionPoints\":[\"Reviewed Q1 and Q2 sales figures.\",\"Discussed supply chain delays impacting orders.\",\"Outlined marketing plans for Q3.\"],\"decisionsMade\":[\"Increase budget for digital marketing.\",\"Negotiate with suppliers for faster deliveries.\"],\"actionItems\":[{\"task\":\"Prepare updated sales forecast\",\"assignee\":\"Alice Johnson\",\"dueDate\":\"2024-05-20\"},{\"task\":\"Contact alternative suppliers\",\"assignee\":\"Bob Smith\",\"dueDate\":\"2024-05-25\"}],\"additionalNotes\":\"Next meeting scheduled for August 15th.\"}",
+ "description": "Generate minutes summarizing a quarterly sales meeting including agenda, discussions, decisions, and action items."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createSummary",
+ "description": "Generates a coherent and concise summary from a provided source text or document. Accepts raw text or URL input, processes key information extraction and natural language generation to produce a clear, engaging summary. Output is a text string summarizing main points without losing important context.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "sourceText",
+ "type": "string",
+ "description": "The raw text content to summarize. If both sourceText and sourceUrl are provided, sourceText takes precedence.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceUrl",
+ "type": "string",
+ "description": "URL of the document or webpage to summarize if sourceText is not provided. The tool will fetch and extract main text content from this URL.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum desired length of the summary in words. Helps control the brevity or detail level.",
+ "required": false,
+ "defaultValue": "150"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone/style of the summary, e.g., neutral, persuasive, casual, professional. Influences writing style.",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "includeKeyPoints",
+ "type": "boolean",
+ "description": "Whether to list bullet-point key points in addition to the paragraph summary.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the summary text and optionally key bullet points."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate brief, readable summaries that capture essential ideas from longer documents or text sources, aiding quick understanding, marketing, or content previews. Ideal for summarizing articles, reports, or product descriptions to create marketing copy or executive summaries.",
+ "limitations": "Cannot ensure perfect accuracy if source content is ambiguous or poorly structured. Does not replace expert human summarization for legal or critical documents. May struggle with very short or highly technical texts.",
+ "examples": [
+ "Summarize the latest company report into a 100-word professional summary.",
+ "Create a casual summary for a product description from a webpage URL.",
+ "Generate a neutral summary with key bullet points from provided text."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "summary",
+ "text",
+ "marketing",
+ "content",
+ "naturalLanguageProcessing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceText\":\"Our innovative platform leverages AI to automate routine tasks, boosting productivity and improving accuracy across teams. With customizable modules, businesses can tailor workflows to specific needs, resulting in measurable efficiency gains. Continuous updates ensure cutting-edge performance and security.\",\"maxLength\":100,\"tone\":\"professional\",\"includeKeyPoints\":true}",
+ "description": "Summarize a product introduction with professional tone, including bullet points."
+ },
+ {
+ "inputJson": "{\"sourceUrl\":\"https://example.com/2023-market-report\",\"maxLength\":150}",
+ "description": "Create a neutral summary of a market report fetched from a URL, capped at 150 words."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createTranscript",
+ "description": "Generates a detailed, readable transcript from a provided audio or video file or raw text input. Accepts audio/video URL or text content and processes it to produce a polished, structured transcript suitable for marketing, promotional, or documentation purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "inputSource",
+ "type": "string",
+ "description": "The URL or base64 encoded string of the audio or video file, or raw text content to transcribe or format. Required if rawText is empty.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "rawText",
+ "type": "string",
+ "description": "Raw text input to format into a clean transcript. Used if no audio/video file is provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en-US') of the audio or text content to improve transcription accuracy.",
+ "required": false,
+ "defaultValue": "en-US"
+ },
+ {
+ "name": "includeTimestamps",
+ "type": "boolean",
+ "description": "Whether to include timestamps at regular intervals in the transcript.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "speakerLabels",
+ "type": "boolean",
+ "description": "If true, attempts to identify and label different speakers in the transcript.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "Style of the output transcript formatting, e.g., 'paragraph', 'bullet', or 'dialogue'.",
+ "required": false,
+ "defaultValue": "dialogue"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum allowed length in characters for the generated transcript; longer inputs will be summarized.",
+ "required": false,
+ "defaultValue": "10000"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the cleaned and formatted transcript text, speaker metadata if identified, and optional timestamps."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when there is a need to create clear, well-structured transcripts from multimedia content or raw text for marketing, promotional, or documentation purposes. It is useful for generating readable meeting notes, interviews, presentations, or promotional scripts from audio, video, or text sources.",
+ "limitations": "This tool does not perform advanced audio transcription beyond basic automatic speech recognition and formatting. It may not handle poor audio quality or multiple overlapping speakers accurately. It cannot generate transcripts without input content.",
+ "examples": [
+ "Create a transcript from a marketing webinar video link with speaker labels and timestamps.",
+ "Format a raw interview text into dialogue style transcript without timestamps.",
+ "Generate a summarized transcript from a lengthy podcast audio file in English."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "transcript",
+ "audio-to-text",
+ "video-transcription",
+ "marketing",
+ "formatting",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputSource\":\"https://example.com/webinar.mp4\",\"language\":\"en-US\",\"includeTimestamps\":true,\"speakerLabels\":true,\"formatStyle\":\"dialogue\"}",
+ "description": "Transcribe a webinar video with speaker labels and timestamps in dialogue format."
+ },
+ {
+ "inputJson": "{\"rawText\":\"Welcome to our product launch event. Today we will discuss the new features...\",\"formatStyle\":\"paragraph\",\"includeTimestamps\":false}",
+ "description": "Create a paragraph style transcript from raw text without timestamps."
+ },
+ {
+ "inputJson": "{\"inputSource\":\"base64audiodatastring...\",\"language\":\"en-US\",\"maxLength\":5000}",
+ "description": "Generate a concise transcript summarizing a base64 encoded audio clip in English."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createBlogPost",
+ "description": "Generates a detailed blog post based on a given topic, target audience, and desired tone. It accepts key inputs about the theme, length, style, keywords, and optional subtopics, then produces a structured, SEO-friendly blog post draft suitable for marketing or informational purposes.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the blog post to write.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers to tailor language and style.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "postLength",
+ "type": "number",
+ "description": "Approximate desired word count of the blog post.",
+ "required": false,
+ "defaultValue": "1000"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Writing tone such as formal, casual, enthusiastic, or professional.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of SEO keywords or phrases to naturally include in the post.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "subtopics",
+ "type": "array",
+ "description": "Optional array of subtopic titles or points to cover within the post.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to add a promotional call-to-action at the end of the blog post.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated blog post text and metadata such as word count and highlighted keywords."
+ },
+ "aiAgent": {
+ "useCase": "Ideal for marketing teams, content creators, or AI agents needing to create engaging, SEO-optimized blog content for various industries and audiences. Useful when quick generation of well-structured and targeted marketing articles or informational posts is required.",
+ "limitations": "Cannot replace expert domain knowledge for highly technical or niche topics; generated content may require human review and editing for accuracy and style consistency.",
+ "examples": [
+ "Write a professional blog post about sustainable fashion targeting environmentally conscious millennials.",
+ "Create a casual 800-word blog post on home gardening tips including the keywords 'organic', 'DIY', and 'urban farming'.",
+ "Generate a detailed marketing blog post about the benefits of cloud computing with a call-to-action to sign up for a webinar."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "blog",
+ "marketing",
+ "SEO",
+ "content creation",
+ "writing",
+ "AI generated"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"The Importance of Cybersecurity in Small Businesses\",\"targetAudience\":\"small business owners\",\"postLength\":1200,\"tone\":\"professional\",\"keywords\":[\"cybersecurity\",\"small business\",\"data protection\"],\"subtopics\":[\"common cyber threats\",\"best practices\",\"tools and resources\"],\"includeCallToAction\":true}",
+ "description": "Generate a professional blog post targeted at small business owners that covers cybersecurity importance, common threats, and best practices, including a call to action."
+ },
+ {
+ "inputJson": "{\"topic\":\"Top 10 Hiking Trails in the Pacific Northwest\",\"targetAudience\":\"outdoor enthusiasts\",\"postLength\":800,\"tone\":\"casual\",\"keywords\":[\"hiking\",\"Pacific Northwest\",\"trails\"],\"subtopics\":[],\"includeCallToAction\":false}",
+ "description": "Create a casual, informative blog post listing top hiking trails for outdoor enthusiasts."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createInvoice",
+ "description": "Generates a professional, well-structured invoice text based on inputs such as client details, itemized services or products, pricing, taxes, and payment terms. It processes the given data to produce clear invoice content ready for usage in billing communications or document templates.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "senderName",
+ "type": "string",
+ "description": "Name of the individual or company issuing the invoice",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "senderAddress",
+ "type": "string",
+ "description": "Address of the sender to appear on the invoice",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientName",
+ "type": "string",
+ "description": "Name of the client or company receiving the invoice",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientAddress",
+ "type": "string",
+ "description": "Address of the recipient for billing purposes",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "invoiceNumber",
+ "type": "string",
+ "description": "Unique identifier for the invoice",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "invoiceDate",
+ "type": "string",
+ "description": "Date when the invoice is issued, preferably ISO format (YYYY-MM-DD)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dueDate",
+ "type": "string",
+ "description": "Payment due date (ISO format)",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "lineItems",
+ "type": "array",
+ "description": "Array of objects describing each item or service billed. Each item should include description (string), quantity (number), unitPrice (number), and optionally taxRate (number)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "currency",
+ "type": "string",
+ "description": "Currency code for prices, e.g., USD, EUR",
+ "required": false,
+ "defaultValue": "USD"
+ },
+ {
+ "name": "paymentTerms",
+ "type": "string",
+ "description": "Text describing payment terms or instructions",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a full invoice text as a single formatted string and a summary with calculated totals including subtotal, tax, and total amount."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate human-readable, professional invoice text from structured billing details. It is suitable for business automation, customer invoicing, and generating billing documents to send to clients.",
+ "limitations": "This tool does not create PDF or formatted document files, only plain text invoice content. It also does not validate tax rules or local regulations.",
+ "examples": [
+ "Create an invoice text for a consulting firm billing a client with multiple services detailed.",
+ "Generate an invoice for sale of products including quantities, prices, and applicable taxes.",
+ "Produce invoice text specifying payment terms and due date for freelance work."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "invoice",
+ "billing",
+ "finance",
+ "document generation",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{ \"senderName\": \"Acme Corp\", \"senderAddress\": \"123 Business Rd, Metropolis\", \"recipientName\": \"John Doe\", \"recipientAddress\": \"456 Residential St, Gotham\", \"invoiceNumber\": \"INV-1001\", \"invoiceDate\": \"2024-06-01\", \"dueDate\": \"2024-06-15\", \"lineItems\": [ { \"description\": \"Website Design\", \"quantity\": 1, \"unitPrice\": 1500, \"taxRate\": 0.1 }, { \"description\": \"Hosting (6 months)\", \"quantity\": 6, \"unitPrice\": 20 } ], \"currency\": \"USD\", \"paymentTerms\": \"Payment due within 14 days via bank transfer.\" }",
+ "description": "Invoice text for a client including web design and hosting services with a tax rate on one item."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Invoice",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createReleaseNotes",
+ "description": "Generates professional release notes text based on provided software version details, feature descriptions, bug fixes, and known issues. Accepts a structured input outlining the version, date, and categorized updates, and outputs a polished, user-friendly release notes document suitable for product announcements or documentation.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "version",
+ "type": "string",
+ "description": "The software version identifier for this release (e.g., 'v2.3.1').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "releaseDate",
+ "type": "string",
+ "description": "The release date in ISO format (YYYY-MM-DD) to include in the notes.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "newFeatures",
+ "type": "array",
+ "description": "List of new feature descriptions introduced in this release.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "bugFixes",
+ "type": "array",
+ "description": "List of resolved bugs and issue fixes included in this release.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "knownIssues",
+ "type": "array",
+ "description": "List of any known issues or limitations users should be aware of.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "additionalNotes",
+ "type": "string",
+ "description": "Optional additional notes or disclaimers to include at the end of the release notes.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single 'releaseNotes' string value with well-structured, clear, and formatted release notes text suitable for publication."
+ },
+ "aiAgent": {
+ "useCase": "When preparing documentation or communications for a software product's new release, an AI agent can use this tool to automatically create comprehensive and reader-friendly release notes from structured update data, saving time and ensuring consistency.",
+ "limitations": "The tool cannot extract release information from unstructured inputs or source code automatically, and it requires well-formed input data. It does not format outputs for specific platforms like HTML or Markdown automatically.",
+ "examples": [
+ "Create release notes for version 1.0.0 including several new features and bug fixes with a release date.",
+ "Generate release notes for a patch release that only fixes bugs and includes known issues.",
+ "Produce release notes including additional disclaimers for an enterprise product release."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "release notes",
+ "software documentation",
+ "product update",
+ "marketing text"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"version\":\"v2.3.1\",\"releaseDate\":\"2024-05-15\",\"newFeatures\":[\"Added multi-language support\",\"Improved user dashboard UI\"],\"bugFixes\":[\"Fixed crash when opening settings\",\"Resolved data sync issues\"],\"knownIssues\":[\"Login delays under heavy load\"],\"additionalNotes\":\"Please backup your data before updating.\"}",
+ "description": "Generate detailed release notes including new features, bug fixes, known issues, and additional instructions."
+ },
+ {
+ "inputJson": "{\"version\":\"v1.0.0\",\"newFeatures\":[\"Initial product launch with core features\"],\"bugFixes\":[],\"knownIssues\":[]}",
+ "description": "Create initial release notes for the product launch with core features only."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "ReleaseNotes",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createChangelog",
+ "description": "Generates a well-structured changelog document based on provided release notes and version details. It accepts inputs such as version number, release date, list of changes categorized by type (added, fixed, changed, removed), and outputs a formatted changelog text in markdown or plain text suitable for release documentation.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "version",
+ "type": "string",
+ "description": "The semantic version number for the release, e.g., '1.2.0'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "releaseDate",
+ "type": "string",
+ "description": "Release date in YYYY-MM-DD format. If omitted, no date is included.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "changes",
+ "type": "object",
+ "description": "An object categorizing change descriptions by type, e.g., {'added': [...], 'fixed': [...], 'changed': [...], 'removed': [...]}. Each category is optional but values are arrays of strings describing the changes.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format of the changelog text, either 'markdown' or 'plaintext'. Defaults to 'markdown'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeHeader",
+ "type": "boolean",
+ "description": "Whether to include a header title like '## [version] - releaseDate' in the changelog output.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted changelog text under the 'changelogText' property."
+ },
+ "aiAgent": {
+ "useCase": "When an AI agent needs to produce professional and standardized changelogs from raw release notes or update descriptions, especially for software or product releases, use this tool to transform categorized changes into clear, formatted documents for publishing or developer communication.",
+ "limitations": "This tool generates textual changelogs based on input data but does not validate semantic versioning or automate gathering changes from version control commits. It also does not handle multilingual changelogs or graphical changelog formats.",
+ "examples": [
+ "Create a markdown changelog for version 2.5.0 released on 2024-04-15 including added features and bug fixes.",
+ "Generate a plaintext changelog without a release date for version 1.0.0 with only removed and fixed changes.",
+ "Produce a changelog markdown including a header for version 3.0.1 with multiple change categories."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "changelog",
+ "release notes",
+ "documentation",
+ "marketing",
+ "software"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"version\":\"2.0.0\",\"releaseDate\":\"2024-05-01\",\"changes\":{\"added\":[\"New user dashboard introduced\",\"Support for multi-factor authentication\"],\"fixed\":[\"Resolved login timeout issue\",\"Fixed typo in onboarding email\"]},\"format\":\"markdown\",\"includeHeader\":true}",
+ "description": "Generate a markdown changelog for version 2.0.0 with added features and fixes, including the release date and header."
+ },
+ {
+ "inputJson": "{\"version\":\"1.0.0\",\"changes\":{\"removed\":[\"Deprecated legacy API endpoints\"]},\"format\":\"plaintext\",\"includeHeader\":false}",
+ "description": "Generate a plaintext changelog for version 1.0.0 listing removed features, without release date or header."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Changelog",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createEmail",
+ "description": "Generates a professionally written marketing or promotional email based on specified input parameters such as target audience, product/service details, tone, and call-to-action. The tool processes the inputs to compose a coherent, engaging email content suitable for outreach, sales, or informational campaigns.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended recipients of the email (e.g., young professionals, existing customers)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productOrService",
+ "type": "string",
+ "description": "Name and brief description of the product or service being promoted",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the email (e.g., friendly, formal, persuasive)",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "The action you want the reader to take after reading the email (e.g., buy now, sign up)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "emailLength",
+ "type": "string",
+ "description": "Preferred length of the email content (e.g., short, medium, long)",
+ "required": false,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "includeSubjectLine",
+ "type": "boolean",
+ "description": "Whether to generate an email subject line along with the body",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated email subject (if requested) and body content as strings"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate tailored, persuasive marketing or promotional emails quickly for various audiences and products, ensuring tone and message align with campaign goals. It efficiently creates structured email content based on provided details to aid in outreach and sales efforts.",
+ "limitations": "Cannot replace human review for compliance, cultural sensitivity, or highly specialized industry jargon. It does not send emails or handle responses.",
+ "examples": [
+ "Generate a friendly email promoting a new online course for beginner photographers with a call-to-action to sign up.",
+ "Create a formal email to existing customers advertising a holiday sale with a prompt to visit the website.",
+ "Produce a short, persuasive email targeting young professionals to try a new fitness app with a download link call-to-action."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "email",
+ "marketing",
+ "promotional",
+ "sales",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"targetAudience\":\"young professionals interested in fitness\",\"productOrService\":\"FitTrack App, a personalized fitness tracking application\",\"tone\":\"persuasive\",\"callToAction\":\"download the app now\",\"emailLength\":\"short\",\"includeSubjectLine\":true}",
+ "description": "Create a short, persuasive marketing email promoting a fitness app with a call to action to download."
+ },
+ {
+ "inputJson": "{\"targetAudience\":\"existing customers of a tech gadget store\",\"productOrService\":\"Holiday Season 20% off Sale on all gadgets\",\"tone\":\"friendly\",\"callToAction\":\"visit our store today\",\"emailLength\":\"medium\",\"includeSubjectLine\":true}",
+ "description": "Generate a medium length friendly promotional email about a holiday sale for existing customers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createArticle",
+ "description": "Generates a tailored marketing article based on provided topic, target audience, tone, and desired length. Accepts inputs describing the article's purpose and style, processes content creation using AI language capabilities, and produces a coherent, engaging article ready for promotional use.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the article for content focus.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers to tailor language and tone appropriately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the article, e.g., professional, friendly, persuasive, or casual.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate word count target for the article.",
+ "required": false,
+ "defaultValue": "500"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of keywords or phrases to include for SEO and thematic emphasis.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "callToAction",
+ "type": "string",
+ "description": "Optional call-to-action statement to conclude the article.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated article text and metadata including word count and included keywords."
+ },
+ "aiAgent": {
+ "useCase": "This tool is useful when an AI agent needs to generate original and engaging marketing content tailored to a specific topic and audience, saving time for content creators and marketers.",
+ "limitations": "The tool may not produce perfectly accurate or specialized technical content and cannot verify factual accuracy. It is also limited by provided parameters and may require human editing for best results.",
+ "examples": [
+ "Write a persuasive article about the benefits of green energy for environmentally conscious consumers.",
+ "Create a friendly and casual blog post about new fitness apparel targeting young adults.",
+ "Generate a professional and concise article on cloud computing trends for IT decision makers."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "content creation",
+ "marketing",
+ "article",
+ "seo",
+ "writing",
+ "ai-generated"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of sustainable packaging\",\"targetAudience\":\"eco-conscious consumers and businesses\",\"tone\":\"persuasive\",\"length\":600,\"keywords\":[\"sustainable packaging\",\"environment\",\"eco-friendly\"],\"callToAction\":\"Switch to sustainable packaging today!\"}",
+ "description": "Generate a persuasive article about sustainable packaging targeting eco-conscious readers with specified keywords and a call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createResume",
+ "description": "Generates a professional resume document based on user-provided personal details, job history, education, and skills. Supports multiple formats and provides tailored output for different industries or job roles.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "fullName",
+ "type": "string",
+ "description": "The candidate's full name as it should appear on the resume.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactInfo",
+ "type": "object",
+ "description": "Contact details including email, phone number, and optionally LinkedIn or portfolio links.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "professionalSummary",
+ "type": "string",
+ "description": "A brief summary or objective statement highlighting the candidate's career goals or key qualifications.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "workExperience",
+ "type": "array",
+ "description": "List of work experience entries, each with company, role, start and end dates, and key achievements.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "education",
+ "type": "array",
+ "description": "Educational background including institutions, degrees earned, and graduation years.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "skills",
+ "type": "array",
+ "description": "Array of skills or competencies relevant to the targeted job role.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "industry",
+ "type": "string",
+ "description": "Industry or job sector to tailor the resume phrasing and keywords (e.g., software engineering, marketing).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the resume (e.g., PDF, DOCX, plain text).",
+ "required": false,
+ "defaultValue": "PDF"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated resume file's content encoded as base64 string and the filename with extension."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a user needs to quickly generate a tailored, professional resume based on structured input data. It helps automate resume creation by formatting and organizing user data according to industry best practices and outputting in common document formats.",
+ "limitations": "This tool cannot evaluate the quality or accuracy of user-provided data. It cannot replace personalized career advice or job coaching. Complex layout customizations or creative designs beyond templates are not supported.",
+ "examples": [
+ "Create a resume for a software engineer with three previous jobs and a skills list.",
+ "Generate a marketing resume emphasizing campaign management experience and social media skills.",
+ "Produce a simple text resume for a recent graduate including education and internships."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "resume",
+ "document generation",
+ "career",
+ "job application",
+ "professional writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"fullName\":\"Jane Doe\",\"contactInfo\":{\"email\":\"jane.doe@example.com\",\"phone\":\"555-123-4567\",\"linkedin\":\"linkedin.com/in/janedoe\"},\"professionalSummary\":\"Experienced software developer specializing in full-stack web applications.\",\"workExperience\":[{\"company\":\"Tech Solutions\",\"role\":\"Software Engineer\",\"startDate\":\"2018-06\",\"endDate\":\"2022-04\",\"achievements\":[\"Developed scalable web apps\",\"Improved app performance by 30%\"]},{\"company\":\"Web Start\",\"role\":\"Junior Developer\",\"startDate\":\"2016-01\",\"endDate\":\"2018-05\",\"achievements\":[\"Assisted in front-end development\",\"Wrote unit tests\"]}],\"education\":[{\"institution\":\"State University\",\"degree\":\"BSc Computer Science\",\"graduationYear\":\"2015\"}],\"skills\":[\"JavaScript\",\"React\",\"Node.js\",\"SQL\"],\"industry\":\"software engineering\",\"outputFormat\":\"PDF\"}",
+ "description": "Generate a software engineering resume in PDF format with detailed work experience and skills for Jane Doe."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Resume",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderQuote",
+ "description": "Generates a styled HTML snippet for a given quote and optional author. It accepts quote text, author name, and styling options such as font size, color, and alignment, then returns a ready-to-use HTML string rendering the quote attractively for web content or social media.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "quoteText",
+ "type": "string",
+ "description": "The main text of the quote to render, required, should be a meaningful sentence or phrase.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "The author or source of the quote to display below the quote text, optional.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fontSize",
+ "type": "string",
+ "description": "CSS font size for the quote text, e.g., '16px', default is '18px'.",
+ "required": false,
+ "defaultValue": "18px"
+ },
+ {
+ "name": "color",
+ "type": "string",
+ "description": "Text color for the quote, expressed in CSS format like hex or named color, default '#333'.",
+ "required": false,
+ "defaultValue": "#333"
+ },
+ {
+ "name": "textAlign",
+ "type": "string",
+ "description": "Text alignment for the quote container: 'left', 'center', or 'right'.",
+ "required": false,
+ "defaultValue": "center"
+ },
+ {
+ "name": "backgroundColor",
+ "type": "string",
+ "description": "Background color of the quote container in CSS format, default is transparent.",
+ "required": false,
+ "defaultValue": "transparent"
+ },
+ {
+ "name": "maxWidth",
+ "type": "string",
+ "description": "Maximum width for the quote container (CSS units), defaults to '500px'.",
+ "required": false,
+ "defaultValue": "500px"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered HTML string of the styled quote under the 'html' property."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create visually appealing, styled quote snippets for web pages, blogs, newsletters, or social media posts. It is useful to dynamically display inspirational, motivational, or cited quotes with optional author attribution and customizable styling.",
+ "limitations": "This tool only produces static HTML snippets and does not support advanced animations, external CSS linking, or interactive quote features.",
+ "examples": [
+ "Render a quote by Albert Einstein with large font and centered alignment.",
+ "Generate a left-aligned quote with blue text and a light background.",
+ "Create a minimal styled quote without author attribution."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "rendering",
+ "quote",
+ "HTML",
+ "styling",
+ "text formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"quoteText\":\"The only limit to our realization of tomorrow is our doubts of today.\",\"author\":\"Franklin D. Roosevelt\",\"fontSize\":\"20px\",\"color\":\"#0055AA\",\"textAlign\":\"center\",\"backgroundColor\":\"#f0f8ff\",\"maxWidth\":\"600px\"}",
+ "description": "Render a centered, large blue quote with author and a light blue background."
+ },
+ {
+ "inputJson": "{\"quoteText\":\"Simplicity is the ultimate sophistication.\",\"author\":\"Leonardo da Vinci\",\"fontSize\":\"16px\",\"color\":\"#444\",\"textAlign\":\"left\"}",
+ "description": "Render a left-aligned quote with muted dark text and default max width."
+ },
+ {
+ "inputJson": "{\"quoteText\":\"Stay hungry, stay foolish.\",\"fontSize\":\"18px\",\"color\":\"#222\",\"textAlign\":\"right\",\"backgroundColor\":\"#fff0f5\"}",
+ "description": "Right-aligned quote without author and a faint pink background."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createContract",
+ "description": "Generates a customized contract document based on specified contract type, parties involved, key terms, and optional clauses. Accepts structured input to tailor agreement sections and outputs a well-organized, coherent contract text suitable for legal or business use.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "contractType",
+ "type": "string",
+ "description": "Type of contract to generate, such as 'Service Agreement', 'Non-Disclosure Agreement', or 'Sales Contract'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "parties",
+ "type": "array",
+ "description": "List of parties involved in the contract, each with a name and role.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "effectiveDate",
+ "type": "string",
+ "description": "The date when the contract becomes effective, in ISO 8601 format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "terms",
+ "type": "object",
+ "description": "Key contractual terms including payment, duration, obligations, and termination conditions.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "optionalClauses",
+ "type": "array",
+ "description": "Array of additional clauses to include, such as confidentiality, dispute resolution, or force majeure.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "governingLaw",
+ "type": "string",
+ "description": "Jurisdiction law governing the contract (e.g., 'California, USA').",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated contract text as a single formatted string and a summary of key contract elements extracted for quick reference."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to produce a legally styled contract document quickly and tailored to specific business arrangements by providing structured input describing contract parties, terms, and clauses. It can streamline contract creation, reduce drafting errors, and ensure consistency across contracts.",
+ "limitations": "This tool does not provide legal advice or replace consultation with qualified legal counsel. It generates draft contracts based on templates and input parameters, which may require legal review before execution.",
+ "examples": [
+ "Create a service agreement contract between two companies with payment terms, confidentiality clause, and termination conditions.",
+ "Generate a non-disclosure agreement between an individual and a company effective on a specific date, governed by New York law.",
+ "Draft a sales contract including parties' details, delivery terms, payment schedule, and a force majeure clause."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "contract",
+ "legal",
+ "document generation",
+ "business",
+ "agreement"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contractType\":\"Service Agreement\",\"parties\":[{\"name\":\"Acme Corp.\",\"role\":\"Provider\"},{\"name\":\"Beta LLC\",\"role\":\"Client\"}],\"effectiveDate\":\"2024-07-01\",\"terms\":{\"payment\":\"Monthly fee of $5000\",\"duration\":\"12 months\",\"obligations\":\"Provider to supply consulting services\",\"termination\":\"30 days notice\"},\"optionalClauses\":[\"Confidentiality\",\"Dispute Resolution\"],\"governingLaw\":\"California, USA\"}",
+ "description": "Generate a service agreement with key terms between Acme Corp. and Beta LLC starting July 1, 2024, governed by California law."
+ },
+ {
+ "inputJson": "{\"contractType\":\"Non-Disclosure Agreement\",\"parties\":[{\"name\":\"John Smith\",\"role\":\"Discloser\"},{\"name\":\"XYZ Inc.\",\"role\":\"Recipient\"}],\"terms\":{\"duration\":\"2 years\",\"obligations\":\"Protect all disclosed confidential information\"},\"governingLaw\":\"New York, USA\"}",
+ "description": "Create an NDA between an individual and a company with confidentiality obligations and a 2-year term."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Contract",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderReference",
+ "description": "Renders a formatted bibliographic reference string from structured reference data. Accepts input containing citation fields such as author, title, publication year, publisher, etc., and outputs a properly formatted reference string in the specified citation style (e.g., APA, MLA, Chicago).",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "referenceData",
+ "type": "object",
+ "description": "An object containing the reference metadata fields such as authors, title, year, journal, volume, issue, pages, publisher, DOI, URL, etc.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "The citation style to format the reference in (e.g., apa, mla, chicago).",
+ "required": false,
+ "defaultValue": "apa"
+ },
+ {
+ "name": "includeUrl",
+ "type": "boolean",
+ "description": "Whether to include URL or DOI links in the rendered reference if available.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en') for localized formatting or punctuation, optional.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with a single 'formattedReference' string property containing the fully formatted bibliographic reference."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have structured bibliographic metadata for a reference and need a human-readable citation string formatted according to a specific academic or publication style. It is ideal for automatically generating reference lists and bibliographies in documents, research papers, or content management systems.",
+ "limitations": "This tool cannot verify the accuracy or completeness of the input reference data. It does not retrieve missing metadata from external databases. It only formats provided data according to style rules and does not produce inline citations.",
+ "examples": [
+ "Render a reference in APA style from JSON metadata including authors, title and publication year.",
+ "Generate an MLA citation string for a journal article with volume, issue, and pages.",
+ "Format a book reference in Chicago style including publisher and DOI link."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "bibliography",
+ "citation",
+ "reference-formatting",
+ "academic",
+ "bibliographic-data",
+ "render"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"referenceData\":{\"authors\":[\"Smith, John\",\"Doe, Jane\"],\"title\":\"Exploring AI\",\"year\":2022,\"publisher\":\"Tech Books Publishing\"},\"citationStyle\":\"apa\",\"includeUrl\":true}",
+ "description": "Render an APA style book reference with two authors and publisher."
+ },
+ {
+ "inputJson": "{\"referenceData\":{\"authors\":[\"Brown, Lisa\"],\"title\":\"Deep Learning Advances\",\"journal\":\"Journal of AI Research\",\"year\":2021,\"volume\":45,\"issue\":3,\"pages\":\"123-145\",\"doi\":\"10.1000/jar.2021.45.3.123\"},\"citationStyle\":\"mla\",\"includeUrl\":true}",
+ "description": "Render an MLA style journal article citation including DOI."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createDocument",
+ "description": "Generates a tailored marketing or promotional document based on provided input such as target audience, product details, tone, and document type. Processes the input to create coherent, persuasive text suitable for emails, brochures, ads, or social media posts.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Defines the intended audience for the document to tailor language and style accordingly.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "productName",
+ "type": "string",
+ "description": "Name of the product or service being promoted, to include in the document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyFeatures",
+ "type": "array",
+ "description": "List of main features or benefits of the product/service to highlight in the text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "documentType",
+ "type": "string",
+ "description": "Type of document to create, e.g., 'email', 'brochure', 'advertisement', 'social media post'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone/style of the writing, e.g., 'professional', 'friendly', 'urgent', 'casual'.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "wordCount",
+ "type": "number",
+ "description": "Approximate targeted word count for the document to control length and detail.",
+ "required": false,
+ "defaultValue": "200"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated marketing document text and metadata such as word count and suggested headline."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate marketing or promotional content tailored to specific audiences, products, and communication channels. It assists with creating polished text for campaigns, advertisements, or outreach emails based on structured inputs.",
+ "limitations": "This tool generates text based on input parameters but does not conduct market research or verify product claims. It may require user revision to ensure factual accuracy and brand compliance.",
+ "examples": [
+ "Create a social media post for a new eco-friendly water bottle targeting millennials with a casual tone.",
+ "Generate an email promoting a software update to existing customers with a professional but enthusiastic tone.",
+ "Produce a short ad copy highlighting key benefits of a fitness app for health-conscious individuals."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "marketing",
+ "document generation",
+ "promotional text",
+ "content creation",
+ "advertisement",
+ "brochure",
+ "email"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"targetAudience\":\"millennials\",\"productName\":\"EcoSplash Water Bottle\",\"keyFeatures\":[\"BPA-free\",\"Keeps drinks cold for 24 hours\",\"Eco-friendly materials\"],\"documentType\":\"social media post\",\"tone\":\"casual\",\"wordCount\":100}",
+ "description": "Generate a casual social media post targeting millennials for an eco-friendly water bottle."
+ },
+ {
+ "inputJson": "{\"targetAudience\":\"software users\",\"productName\":\"TaskMaster Pro v2.0\",\"keyFeatures\":[\"New UI\",\"Faster syncing\",\"Bug fixes\"],\"documentType\":\"email\",\"tone\":\"professional\",\"wordCount\":150}",
+ "description": "Create a professional promotional email about a software update to existing users."
+ },
+ {
+ "inputJson": "{\"targetAudience\":\"fitness enthusiasts\",\"productName\":\"FitTrack App\",\"keyFeatures\":[\"Personalized workout plans\",\"Nutrition tracking\",\"Community challenges\"],\"documentType\":\"advertisement\",\"tone\":\"enthusiastic\",\"wordCount\":80}",
+ "description": "Write an enthusiastic ad copy highlighting benefits of a fitness app for health-conscious users."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createProposal",
+ "description": "Generates a professional business proposal document based on provided client details, project scope, objectives, pricing, and timelines. Processes structured input to create a coherent, persuasive proposal text suitable for client submission.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "clientName",
+ "type": "string",
+ "description": "The name of the client or company the proposal is addressed to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectTitle",
+ "type": "string",
+ "description": "The title of the project or engagement for which the proposal is created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectScope",
+ "type": "string",
+ "description": "Detailed description of the work or services to be provided in the project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "objectives",
+ "type": "array",
+ "description": "List of key goals or objectives the project aims to achieve.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "pricingDetails",
+ "type": "object",
+ "description": "An object defining pricing structure, including cost breakdowns or total price.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeline",
+ "type": "string",
+ "description": "Expected project duration or milestones and delivery dates.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "additionalNotes",
+ "type": "string",
+ "description": "Any extra important notes or terms to be included in the proposal.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated proposal text and metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use when needing to quickly generate polished, client-ready business proposals based on structured project input data, ensuring consistent tone and formatting while saving time on manual drafting.",
+ "limitations": "Cannot generate legal contracts or highly customized proposals requiring expert domain-specific knowledge; output should be reviewed by a human before client submission.",
+ "examples": [
+ "Generate a proposal for a website redesign project for Acme Corp with specified objectives and pricing.",
+ "Create a proposal document for consulting services including timeline and pricing info.",
+ "Draft a business proposal for a mobile app development project with scope and goals outlined."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "proposal",
+ "business",
+ "marketing",
+ "document generation",
+ "client communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"clientName\":\"Acme Corporation\",\"projectTitle\":\"Website Redesign Project\",\"projectScope\":\"Redesign the corporate website to improve UX and update branding.\",\"objectives\":[\"Improve site navigation\",\"Increase mobile responsiveness\",\"Modernize visual design\"],\"pricingDetails\":{\"totalPrice\":15000,\"currency\":\"USD\",\"paymentTerms\":\"50% upfront, 50% on delivery\"},\"timeline\":\"Completion within 3 months.\",\"additionalNotes\":\"Includes two rounds of revisions.\"}",
+ "description": "Generate a detailed proposal for Acme Corporation's website redesign including scope, objectives, pricing, timeline, and notes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Proposal",
+ "context": null
+ }
+ },
+ {
+ "name": "copywriting.createReport",
+ "description": "Generates a comprehensive written report based on provided input data and user instructions. Accepts parameters such as report topic, key points, desired length, style, and target audience. Processes the input to compose a structured, coherent report suitable for marketing, business, or analytical contexts. Outputs the complete text of the report as a string.",
+ "category": "copywriting",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the report to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An array of essential points or data to be included and emphasized in the report.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired word count of the report; influences level of detail.",
+ "required": false,
+ "defaultValue": "1000"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The tone and style of the report; e.g., formal, persuasive, informational.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience to tailor the report's language and complexity.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the full report text under the 'text' field."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool whenever a detailed marketing or business report needs to be generated quickly from key input points and context, such as for presentations, client proposals, or internal reviews. It helps focus writing efforts and produces structured drafts suitable for further editing.",
+ "limitations": "This tool cannot verify factual accuracy of input data or create visual elements like charts and images. It only generates textual content based on provided inputs and instructions.",
+ "examples": [
+ "Create a formal annual sales report focusing on growth trends and key markets, about 1200 words.",
+ "Generate an informational report summarizing new product features for prospective clients in a persuasive style.",
+ "Produce a brief business analysis report highlighting strengths and weaknesses for internal stakeholders."
+ ]
+ },
+ "tags": [
+ "copywriting",
+ "report",
+ "marketing",
+ "business",
+ "writing",
+ "documentation",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Annual Marketing Performance\",\"keyPoints\":[\"Sales increased by 15% compared to last year\",\"Social media engagement grew by 30%\",\"Customer retention rate improved\",\"New market segments explored\"],\"length\":1200,\"style\":\"formal\",\"targetAudience\":\"company executives and board members\"}",
+ "description": "Create a formal annual marketing performance report for executives focusing on growth and key achievements."
+ },
+ {
+ "inputJson": "{\"topic\":\"Product Launch Summary\",\"keyPoints\":[\"Features overview\",\"Target audience benefits\",\"Launch event reception\",\"Early sales data\"],\"length\":800,\"style\":\"persuasive\",\"targetAudience\":\"potential customers and partners\"}",
+ "description": "Generate a persuasive product launch summary report targeting potential customers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderCitation",
+ "description": "This tool accepts citation data in various input formats (such as JSON objects detailing author, title, publication, year, etc.) and renders it into a properly formatted citation string according to a specified citation style (APA, MLA, Chicago, etc.). It processes the input data, applies style rules, and outputs a ready-to-use citation text for academic or professional use.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "citationData",
+ "type": "object",
+ "description": "Structured bibliographic information including fields like author, title, publisher, year, etc., required to generate the citation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The citation style to use for formatting (e.g., 'APA', 'MLA', 'Chicago').",
+ "required": true,
+ "defaultValue": "APA"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The output format specifying how to render the citation text, e.g., 'plain' text or 'HTML' with markup.",
+ "required": false,
+ "defaultValue": "plain"
+ },
+ {
+ "name": "includeUrl",
+ "type": "boolean",
+ "description": "Whether to include the URL or DOI if present in the citation data.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en', 'fr') for localized citation formatting if applicable.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered citation as a formatted string ready for display or insertion into documents."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to output bibliographic citations from structured data in a specific style for academic or publishing purposes, ensuring consistent citation formatting automatically.",
+ "limitations": "This tool does not validate the correctness of the citation data fields nor does it support all possible citation styles or very complex source types like legal or ancient texts. It assumes well-formed input data.",
+ "examples": [
+ "Generate an APA citation string for a journal article using given metadata.",
+ "Render an MLA style citation for a book including URL if available.",
+ "Provide a Chicago style citation output in HTML format for a website reference."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "citation",
+ "formatting",
+ "academic",
+ "bibliography",
+ "rendering"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"citationData\":{\"author\":\"Doe, John\",\"title\":\"The Example Book\",\"publisher\":\"Fictional Press\",\"year\":\"2020\",\"url\":\"https://example.com/book\"},\"style\":\"APA\",\"outputFormat\":\"plain\",\"includeUrl\":true,\"language\":\"en\"}",
+ "description": "Generate a plain text APA citation including URL."
+ },
+ {
+ "inputJson": "{\"citationData\":{\"author\":\"Smith, Jane\",\"title\":\"Research Paper\",\"journal\":\"Science Journal\",\"volume\":\"15\",\"issue\":\"4\",\"pages\":\"100-110\",\"year\":\"2019\"},\"style\":\"MLA\",\"outputFormat\":\"plain\",\"includeUrl\":false,\"language\":\"en\"}",
+ "description": "Generate an MLA citation for a journal article without URL."
+ },
+ {
+ "inputJson": "{\"citationData\":{\"author\":\"Patel, Anil\",\"title\":\"Web Article\",\"website\":\"Example News\",\"year\":\"2021\",\"url\":\"https://examplenews.com/article\"},\"style\":\"Chicago\",\"outputFormat\":\"HTML\",\"includeUrl\":true,\"language\":\"en\"}",
+ "description": "Generate an HTML formatted Chicago style citation for a web article including URL."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderLink",
+ "description": "Generates an HTML hyperlink element as a string based on provided URL, display text, and optional attributes such as target, title, and CSS classes. Accepts URL and display text as inputs, processes attributes, and outputs a complete anchor tag string.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The destination URL for the hyperlink. Must be a valid URL.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "displayText",
+ "type": "string",
+ "description": "The text to display as the clickable link. If empty, the URL will be used as text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "openInNewTab",
+ "type": "boolean",
+ "description": "If true, adds target='_blank' and rel='noopener' to open the link in a new browser tab.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title attribute for the link, providing additional info on hover.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "cssClasses",
+ "type": "array",
+ "description": "List of CSS class names to apply to the anchor element.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the 'html' field with the fully rendered anchor tag as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate a safe, customizable HTML anchor tag string for embedding links in content dynamically, including defining how links open and styling them with CSS classes. It helps ensure consistent markup generation with optional attributes.",
+ "limitations": "Does not validate if the URL is reachable or safe beyond basic string use. Does not sanitize inputs for scripting vulnerabilities; the agent should validate inputs beforehand. Handles only basic anchor tag rendering.",
+ "examples": [
+ "Generate a link to 'https://example.com' with display 'Example', opening in a new tab.",
+ "Create a link with no display text, so the URL is shown, and add CSS classes 'btn' and 'btn-primary'.",
+ "Render a link to 'https://openai.com' with a title attribute set to 'OpenAI Homepage'."
+ ]
+ },
+ "tags": [
+ "content",
+ "html",
+ "link",
+ "rendering",
+ "anchor",
+ "web",
+ "frontend"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://example.com\",\"displayText\":\"Example\",\"openInNewTab\":true,\"title\":\"Visit example website\",\"cssClasses\":[\"link\",\"external\"]}",
+ "description": "Renders a link to example.com with display text 'Example', opens in new tab, has title and css classes."
+ },
+ {
+ "inputJson": "{\"url\":\"https://openai.com\",\"displayText\":\"\",\"openInNewTab\":false,\"title\":\"OpenAI Homepage\",\"cssClasses\":[] }",
+ "description": "Renders a link to OpenAI homepage showing the URL as text and a title attribute, no new tab or classes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderHeading",
+ "description": "Renders a formatted HTML heading element based on the provided text content, heading level, and optional styling attributes. Accepts plain text or simple markdown-like inline markup and outputs a string containing the complete HTML heading tag with applied classes and styles, suitable for embedding in web pages or rich text documents.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The text content to be included inside the heading. Supports plain text or basic inline markdown like *emphasis* or **strong**.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "level",
+ "type": "number",
+ "description": "The heading level indicating the HTML heading tag to use (1-6 correspond to -).",
+ "required": true,
+ "defaultValue": "1"
+ },
+ {
+ "name": "cssClass",
+ "type": "string",
+ "description": "Optional CSS class name(s) to add to the heading element for styling purposes.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "inlineStyle",
+ "type": "string",
+ "description": "Optional inline CSS styles to apply directly to the heading element, e.g., \"color:red; font-weight:bold;\".",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "escapeHtml",
+ "type": "boolean",
+ "description": "Determines whether to escape HTML special characters in the text content to prevent injection; set to false if the text contains trusted HTML.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single field 'html' with the rendered heading element as an HTML string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate semantic HTML heading elements programmatically from text inputs, including scenarios where configurable levels and styling are required such as dynamically generating content sections or preparing headings for a CMS or web app.",
+ "limitations": "This tool only generates heading elements; it does not generate or parse full documents or manage accessibility attributes beyond standard HTML tags. It does not support complex markdown or nested HTML elements inside the heading text.",
+ "examples": [
+ "Render a level 2 heading with the text 'Welcome to Our Site'.",
+ "Render a level 3 heading with text containing *emphasis* and a custom CSS class.",
+ "Render a level 1 heading with red colored text using inline styles."
+ ]
+ },
+ "tags": [
+ "html",
+ "heading",
+ "rendering",
+ "content-creation",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"Welcome to Our Site\",\"level\":2}",
+ "description": "Render a simple level 2 heading with default styling."
+ },
+ {
+ "inputJson": "{\"text\":\"This is a **bold** heading\",\"level\":3,\"cssClass\":\"section-title\"}",
+ "description": "Render level 3 heading with markdown strong and a CSS class for styling."
+ },
+ {
+ "inputJson": "{\"text\":\"Alert!\",\"level\":1,\"inlineStyle\":\"color:red; font-weight:bold;\"}",
+ "description": "Render level 1 heading with inline CSS styles for red, bold text."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderWord",
+ "description": "Renders a styled word or short text snippet as a high-quality image or SVG. Accepts input text and styling options such as font, size, color, background, and output format. Processes visual rendering and returns a URL or binary data encoding the rendered word graphic suitable for web or design use.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The word or short text snippet to render visually.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "fontFamily",
+ "type": "string",
+ "description": "Font family to use for rendering the text (e.g., Arial, Times New Roman).",
+ "required": false,
+ "defaultValue": "Arial"
+ },
+ {
+ "name": "fontSize",
+ "type": "number",
+ "description": "Font size in pixels for the rendered word.",
+ "required": false,
+ "defaultValue": "48"
+ },
+ {
+ "name": "fontColor",
+ "type": "string",
+ "description": "Color of the text, as named color or hex code (e.g., '#000000').",
+ "required": false,
+ "defaultValue": "#000000"
+ },
+ {
+ "name": "backgroundColor",
+ "type": "string",
+ "description": "Background color behind the text, as named color or hex code. Use transparent if empty.",
+ "required": false,
+ "defaultValue": "transparent"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output image format: 'png', 'jpeg', or 'svg'.",
+ "required": false,
+ "defaultValue": "png"
+ },
+ {
+ "name": "bold",
+ "type": "boolean",
+ "description": "Whether to render the text in bold style.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "italic",
+ "type": "boolean",
+ "description": "Whether to render the text in italic style.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a data URI string or URL to the rendered image and metadata including width, height, and format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool whenever you need to programmatically generate a visual representation of a word or short text snippet as a styled image or vector graphic. Ideal for dynamic logo creation, styled labels, graphical buttons, or text-based visuals in content pipelines.",
+ "limitations": "This tool cannot render long passages of text or complex layouts. It focuses on single words or short phrases and does not support advanced typography features like kerning pairs or ligatures beyond standard font rendering.",
+ "examples": [
+ "Render the word 'Hello' in bold italic red font on a transparent background as PNG.",
+ "Generate a 72px large blue 'Welcome' text with a white background saved as SVG.",
+ "Create the word 'Sale' in 100px black font with a yellow background in JPEG format."
+ ]
+ },
+ "tags": [
+ "rendering",
+ "text",
+ "graphics",
+ "image-generation",
+ "font",
+ "visual-content"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"Hello\",\"fontFamily\":\"Helvetica\",\"fontSize\":60,\"fontColor\":\"#FF0000\",\"backgroundColor\":\"transparent\",\"outputFormat\":\"png\",\"bold\":true,\"italic\":true}",
+ "description": "Render 'Hello' in 60px bold italic Helvetica font, red color, transparent background as PNG."
+ },
+ {
+ "inputJson": "{\"text\":\"Welcome\",\"fontSize\":72,\"fontColor\":\"blue\",\"backgroundColor\":\"white\",\"outputFormat\":\"svg\",\"bold\":false,\"italic\":false}",
+ "description": "Render 'Welcome' in 72px normal blue font with white background as SVG."
+ },
+ {
+ "inputJson": "{\"text\":\"Sale\",\"fontSize\":100,\"fontColor\":\"#000000\",\"backgroundColor\":\"#FFFF00\",\"outputFormat\":\"jpeg\",\"bold\":false,\"italic\":false}",
+ "description": "Render 'Sale' in 100px black font with a bright yellow background as JPEG."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderDashboard",
+ "description": "Generates an interactive analytics dashboard based on provided data sources and configuration options. Accepts data inputs, visualization specifications, and user preferences to produce a rendered dashboard that can be embedded or displayed in web or app environments with customizable charts, tables, and filters.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "dataSources",
+ "type": "array",
+ "description": "List of data source objects detailing the datasets to be visualized, including connection strings, data types, and query definitions.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "visualizationConfig",
+ "type": "object",
+ "description": "Configuration object specifying the type of charts, metrics, dimensions, and layout instructions for the dashboard.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "filters",
+ "type": "object",
+ "description": "Optional filters to apply on the data before rendering the dashboard, such as date ranges or attribute selectors.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Theme name or style guide to apply to the dashboard visuals, e.g., 'light', 'dark', or custom theme identifier.",
+ "required": false,
+ "defaultValue": "light"
+ },
+ {
+ "name": "refreshInterval",
+ "type": "number",
+ "description": "Time in seconds for automatic dashboard refresh from live data sources. Set 0 to disable auto-refresh.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the rendered dashboard output: 'html', 'json', or 'embedCode'.",
+ "required": false,
+ "defaultValue": "html"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered dashboard output as a string, plus metadata such as timestamp and any warnings."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create customizable, interactive dashboards for analytics purposes from multiple data inputs, supporting various chart types and user-driven filtering. Ideal for agents tasked with generating visual reports or embedding analytics views in applications or websites.",
+ "limitations": "Does not handle data ingestion or cleaning. Relies on preprocessed and valid input data sources. Complex data transformations must be done prior to providing input.",
+ "examples": [
+ "Render a sales performance dashboard with bar charts and line graphs based on monthly sales data for the last year.",
+ "Generate an interactive KPI dashboard with filters for department and date ranges, themed in dark mode, outputting an embeddable HTML snippet.",
+ "Create a JSON-format dashboard representation for integration into a mobile analytics app with auto-refresh every 60 seconds."
+ ]
+ },
+ "tags": [
+ "dashboard",
+ "analytics",
+ "visualization",
+ "reporting",
+ "interactive",
+ "data",
+ "content-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataSources\":[{\"name\":\"salesData\",\"type\":\"csv\",\"url\":\"https://example.com/sales.csv\"}],\"visualizationConfig\":{\"charts\":[{\"type\":\"bar\",\"metric\":\"revenue\",\"dimension\":\"month\"},{\"type\":\"line\",\"metric\":\"units_sold\",\"dimension\":\"month\"}],\"layout\":{\"rows\":1,\"columns\":2}},\"filters\":{\"dateRange\":{\"start\":\"2023-01-01\",\"end\":\"2023-12-31\"}},\"theme\":\"light\",\"refreshInterval\":0,\"outputFormat\":\"html\"}",
+ "description": "Render a sales dashboard with bar and line charts for revenue and units sold across 2023."
+ },
+ {
+ "inputJson": "{\"dataSources\":[{\"name\":\"employeeKPI\",\"type\":\"database\",\"connectionString\":\"Server=myServer;Database=myDB;User=myUser;Pwd=myPwd;\"}],\"visualizationConfig\":{\"charts\":[{\"type\":\"gauge\",\"metric\":\"employee_satisfaction_score\",\"dimension\":\"department\"}],\"layout\":{\"rows\":1,\"columns\":1}},\"filters\":{},\"theme\":\"dark\",\"refreshInterval\":120,\"outputFormat\":\"embedCode\"}",
+ "description": "Generate an embeddable dashboard showing employee satisfaction gauge chart by department, dark theme, auto-refresh every 2 minutes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Dashboard",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderChart",
+ "description": "Generates a chart image from provided structured data and configuration settings. Accepts data arrays or objects defining series, labels, and other chart elements; applies styling and formatting options; outputs a rendered chart image as base64-encoded PNG or SVG format suitable for embedding or saving.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "chartType",
+ "type": "string",
+ "description": "Type of chart to render, e.g., 'bar', 'line', 'pie', 'scatter'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "data",
+ "type": "object",
+ "description": "Structured data defining labels and datasets for the chart. Must follow a standard format with labels (array of strings) and datasets (array of objects with data arrays and labels).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "options",
+ "type": "object",
+ "description": "Optional configuration object to customize chart appearance including colors, axis settings, legends, and dimensions.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the output chart image in pixels.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the output chart image in pixels.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the output image, either 'png' or 'svg'.",
+ "required": false,
+ "defaultValue": "png"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing base64-encoded string of the rendered chart image and its MIME type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to convert structured data into a visual chart for reports, presentations, or dashboards. It is ideal for generating dynamic visualizations programmatically from data sources or user input, enabling embedding in web or document formats.",
+ "limitations": "Cannot perform advanced data analysis or automatic data transformation. The tool expects data to be preprocessed and structured correctly. It does not support interactive charts or real-time updates.",
+ "examples": [
+ "Generate a bar chart showing monthly sales data for 2023.",
+ "Create a pie chart to display percentage distribution of market segments.",
+ "Render a line chart comparing stock prices over time with custom colors and axis labels."
+ ]
+ },
+ "tags": [
+ "chart",
+ "visualization",
+ "data-visualization",
+ "image-generation",
+ "content-creation",
+ "rendering",
+ "media"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"chartType\":\"bar\",\"data\":{\"labels\":[\"Jan\",\"Feb\",\"Mar\"],\"datasets\":[{\"label\":\"Sales\",\"data\":[150,200,170]}]},\"options\":{\"colors\":[\"#4e79a7\"]},\"width\":600,\"height\":400,\"outputFormat\":\"png\"}",
+ "description": "Render a 600x400 pixel bar chart in PNG format showing sales data for three months with a custom color."
+ },
+ {
+ "inputJson": "{\"chartType\":\"pie\",\"data\":{\"labels\":[\"A\",\"B\",\"C\"],\"datasets\":[{\"label\":\"Segments\",\"data\":[30,45,25]}]},\"width\":500,\"height\":500,\"outputFormat\":\"svg\"}",
+ "description": "Create a 500x500 pixel pie chart in SVG format representing distribution percentages for three segments."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Chart",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderParagraph",
+ "description": "Generates a formatted paragraph of text based on input content and optional styling preferences. Accepts a raw text string and styling options such as text alignment, font size, line spacing, and output format (HTML or plain text). Returns a rendered paragraph string with the specified formatting applied.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "textContent",
+ "type": "string",
+ "description": "The raw textual content to render as a paragraph.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "textAlignment",
+ "type": "string",
+ "description": "Specifies text alignment within the paragraph: 'left', 'right', 'center', or 'justify'.",
+ "required": false,
+ "defaultValue": "left"
+ },
+ {
+ "name": "fontSize",
+ "type": "number",
+ "description": "Font size in pixels to apply to the paragraph text.",
+ "required": false,
+ "defaultValue": "14"
+ },
+ {
+ "name": "lineHeight",
+ "type": "number",
+ "description": "Line height (spacing) multiplier for the paragraph text.",
+ "required": false,
+ "defaultValue": "1.5"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output format of the rendered paragraph, either 'html' or 'plain'.",
+ "required": false,
+ "defaultValue": "html"
+ },
+ {
+ "name": "additionalStyles",
+ "type": "object",
+ "description": "An object specifying additional CSS styles as key-value pairs to apply to the paragraph (HTML output only).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered paragraph string in the specified format under the 'renderedParagraph' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate a paragraph of text with specific formatting for inclusion in documents, web pages, or digital content. It is ideal for converting raw text into styled paragraphs with common formatting options. AI agents can utilize it for content presentation or when generating formatted HTML or plain text snippets.",
+ "limitations": "This tool does not support complex inline styling of individual words or phrases, nor does it process markdown or rich text input. It only applies general paragraph-level formatting.",
+ "examples": [
+ "Render a paragraph with centered alignment and 16px font size in HTML format.",
+ "Generate a plain text paragraph with justified alignment and increased line spacing.",
+ "Create an HTML paragraph with custom CSS styles for color and background."
+ ]
+ },
+ "tags": [
+ "content",
+ "rendering",
+ "text-formatting",
+ "paragraph",
+ "HTML",
+ "plain-text"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"textContent\":\"This is an example paragraph.\",\"textAlignment\":\"center\",\"fontSize\":16,\"lineHeight\":1.6,\"outputFormat\":\"html\"}",
+ "description": "Render a centered HTML paragraph with 16px font size and 1.6 line height."
+ },
+ {
+ "inputJson": "{\"textContent\":\"Plain text paragraph\\nwith line breaks.\",\"textAlignment\":\"justify\",\"outputFormat\":\"plain\"}",
+ "description": "Generate a justified plain text paragraph without HTML formatting."
+ },
+ {
+ "inputJson": "{\"textContent\":\"Styled paragraph.\",\"outputFormat\":\"html\",\"additionalStyles\":{\"color\":\"#333333\",\"background-color\":\"#f0f0f0\"}}",
+ "description": "Create an HTML paragraph with custom text color and background color styles."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderSentence",
+ "description": "Generates a grammatically correct and contextually appropriate sentence based on provided parameters such as keywords, desired tone, and language. Accepts input parameters that guide theme, style, and length, and outputs a natural language sentence suitable for digital content creation.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of words or key phrases that the generated sentence should incorporate.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the sentence, e.g., formal, casual, humorous, or neutral.",
+ "required": false,
+ "defaultValue": "\"neutral\""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (ISO 639-1) for the sentence's language output, e.g., 'en' for English.",
+ "required": false,
+ "defaultValue": "\"en\""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length of the generated sentence. Defaults to 140 characters.",
+ "required": false,
+ "defaultValue": "140"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated sentence string and metadata about the sentence, including its length and tone."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate a coherent, contextually relevant sentence incorporating specific keywords with controlled tone and length, useful for drafting social media posts, captions, summaries, or creative content snippets.",
+ "limitations": "Cannot generate multiple sentences or paragraphs; output is limited to a single sentence. Accuracy depends on keyword relevance and may not always perfectly match intended tone or language subtleties.",
+ "examples": [
+ "Generate a friendly sentence with keywords 'summer' and 'vacation'.",
+ "Create a formal sentence including the terms 'technology' and 'innovation'.",
+ "Produce a humorous sentence containing 'cat' and 'coffee'."
+ ]
+ },
+ "tags": [
+ "content-generation",
+ "sentence",
+ "natural-language",
+ "text-generation",
+ "tone-control",
+ "keyword-based"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"keywords\": [\"summer\", \"vacation\"], \"tone\": \"friendly\", \"language\": \"en\", \"maxLength\": 100}",
+ "description": "Generate an English-friendly sentence that includes the keywords 'summer' and 'vacation' with a max length of 100."
+ },
+ {
+ "inputJson": "{\"keywords\": [\"technology\", \"innovation\"], \"tone\": \"formal\"}",
+ "description": "Create a formal sentence in English that includes the keywords 'technology' and 'innovation'."
+ },
+ {
+ "inputJson": "{\"keywords\": [\"cat\", \"coffee\"], \"tone\": \"humorous\", \"maxLength\": 80}",
+ "description": "Generate a humorous sentence containing the words 'cat' and 'coffee' limited to 80 characters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderText",
+ "description": "Renders input text by applying optional formatting styles such as bold, italic, underline, font size, and color. Accepts plain text and formatting instructions, then outputs HTML-formatted string reflecting the desired styles for use in web content or digital documents.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The plain text content to be formatted and rendered.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "bold",
+ "type": "boolean",
+ "description": "Whether to apply bold styling to the entire text.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "italic",
+ "type": "boolean",
+ "description": "Whether to apply italic styling to the entire text.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "underline",
+ "type": "boolean",
+ "description": "Whether to underline the entire text.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "fontSize",
+ "type": "number",
+ "description": "Font size in pixels to apply to the text, if specified.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "color",
+ "type": "string",
+ "description": "Text color as a CSS-compatible string (e.g., '#000000' or 'red').",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered HTML string with the applied formatting under the key 'renderedHtml'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert plain text into formatted HTML for display in web pages, emails, or digital documents, with basic styling like bold, italic, underline, font size, and color applied consistently.",
+ "limitations": "This tool applies uniform styling to the entire text; it does not support partial or inline varied formatting within the same text input.",
+ "examples": [
+ "Render the text 'Hello World' in bold and red color.",
+ "Render the text 'Sample Text' with italic, underline, and font size 18.",
+ "Render the text 'No formatting' with default style."
+ ]
+ },
+ "tags": [
+ "text",
+ "rendering",
+ "formatting",
+ "HTML",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"Hello World\",\"bold\":true,\"color\":\"red\"}",
+ "description": "Render 'Hello World' in bold red text."
+ },
+ {
+ "inputJson": "{\"text\":\"Sample Text\",\"italic\":true,\"underline\":true,\"fontSize\":18}",
+ "description": "Render 'Sample Text' italicized, underlined, with font size 18 pixels."
+ },
+ {
+ "inputJson": "{\"text\":\"No formatting\"}",
+ "description": "Render 'No formatting' with default style (no special formatting)."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderGraph",
+ "description": "Renders customizable graphs from structured data inputs such as arrays or objects. Accepts parameters defining graph type, data points, labels, colors, and dimensions. Processes the data to produce an SVG or PNG image of the graph for embedding or display in digital content projects.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "graphType",
+ "type": "string",
+ "description": "Type of graph to render, e.g., 'line', 'bar', 'pie', 'scatter'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataPoints",
+ "type": "array",
+ "description": "Array of data points or series to plot; format depends on graph type (e.g., array of numbers or objects with x,y).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "labels",
+ "type": "array",
+ "description": "Optional array of labels corresponding to data points or axes.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "colors",
+ "type": "array",
+ "description": "Optional array of colors for graph elements like bars, lines, or slices.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the output graph image in pixels.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the output graph image in pixels.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the output image, e.g., 'svg' or 'png'.",
+ "required": false,
+ "defaultValue": "svg"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title to display above the graph.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered graph image encoded as a base64 string and the MIME type of the image."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to programmatically generate visualization graphics such as line charts, bar graphs, pie charts, or scatter plots from given numerical or categorical datasets to embed within reports, articles, dashboards, or presentations. It is useful for transforming raw data into visual summaries on demand.",
+ "limitations": "This tool cannot perform complex statistical analysis or dynamic interactive charting. It does not support 3D graphs or animations. It only produces static images in specified formats.",
+ "examples": [
+ "Render a line graph showing monthly sales figures.",
+ "Create a pie chart representing market share percentages.",
+ "Generate a scatter plot with labeled points for data analysis."
+ ]
+ },
+ "tags": [
+ "graph",
+ "render",
+ "visualization",
+ "chart",
+ "data-visualization",
+ "content-creation",
+ "image",
+ "media"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"graphType\":\"line\",\"dataPoints\":[10,20,15,30,25],\"labels\":[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\"],\"colors\":[\"#4caf50\"],\"width\":600,\"height\":400,\"outputFormat\":\"svg\",\"title\":\"Monthly Sales\"}",
+ "description": "Renders a line graph with sales data for five months with green line and labels."
+ },
+ {
+ "inputJson": "{\"graphType\":\"pie\",\"dataPoints\":[40,30,20,10],\"labels\":[\"Product A\",\"Product B\",\"Product C\",\"Product D\"],\"colors\":[\"#f44336\",\"#2196f3\",\"#ffeb3b\",\"#9c27b0\"],\"width\":500,\"height\":500,\"outputFormat\":\"png\",\"title\":\"Product Market Share\"}",
+ "description": "Creates a colored pie chart in PNG representing product market shares."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Graph",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderScreenshot",
+ "description": "Generates a screenshot image of a specified web page URL or provided HTML content. Accepts URL or raw HTML input, waits until page load or specified delay, and outputs a PNG or JPEG image file encoded in Base64 or as a downloadable file URL.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The web page URL to capture as a screenshot. Either url or htmlContent must be provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "htmlContent",
+ "type": "string",
+ "description": "Raw HTML markup to render and capture as a screenshot. Used if url is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "The viewport width in pixels for rendering the page. Defaults to 1280.",
+ "required": false,
+ "defaultValue": "1280"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "The viewport height in pixels for rendering the page. Defaults to 720.",
+ "required": false,
+ "defaultValue": "720"
+ },
+ {
+ "name": "delay",
+ "type": "number",
+ "description": "Delay in milliseconds to wait after page load before taking screenshot, allowing dynamic content to render. Defaults to 1000ms.",
+ "required": false,
+ "defaultValue": "1000"
+ },
+ {
+ "name": "fullPage",
+ "type": "boolean",
+ "description": "If true, captures the entire scrollable page, otherwise only the viewport.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "imageFormat",
+ "type": "string",
+ "description": "Image file format to output: 'png' or 'jpeg'. Defaults to 'png'.",
+ "required": false,
+ "defaultValue": "png"
+ },
+ {
+ "name": "quality",
+ "type": "number",
+ "description": "Quality of the image output between 0-100 (only applies to JPEG). Defaults to 80.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "outputType",
+ "type": "string",
+ "description": "Output format: 'base64' for Base64 encoded string or 'url' for downloadable file URL.",
+ "required": false,
+ "defaultValue": "base64"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the screenshot result, including the image in the requested output format and metadata like width, height, format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to generate static visual captures of web pages or HTML markup for documentation, previews, testing, or archival purposes. It's ideal for capturing dynamic or static page states programmatically with configurable viewports and formats.",
+ "limitations": "Cannot interact with pages requiring authentication or complex client-side interactions beyond a simple delay. Does not support video or animated content capture. Rendering accuracy limited to what headless browser engine supports.",
+ "examples": [
+ "Capture a screenshot of the homepage of example.com as a PNG base64 string.",
+ "Render provided HTML content with 1024x768 viewport and output JPEG image URL.",
+ "Take a full page screenshot of a news article URL after waiting 2 seconds for ads to load."
+ ]
+ },
+ "tags": [
+ "screenshot",
+ "rendering",
+ "webpage",
+ "content-creation",
+ "image",
+ "automation",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://example.com\",\"width\":1280,\"height\":720,\"delay\":1000,\"fullPage\":false,\"imageFormat\":\"png\",\"outputType\":\"base64\"}",
+ "description": "Capture a 1280x720 viewport screenshot of https://example.com as PNG Base64 string"
+ },
+ {
+ "inputJson": "{\"htmlContent\":\"Hello World
\",\"width\":800,\"height\":600,\"imageFormat\":\"jpeg\",\"quality\":90,\"outputType\":\"url\"}",
+ "description": "Render simple HTML content with 800x600 viewport and output JPEG image URL with high quality"
+ },
+ {
+ "inputJson": "{\"url\":\"https://news.example.com/article\",\"fullPage\":true,\"delay\":2000,\"outputType\":\"base64\"}",
+ "description": "Capture a full page screenshot of a news article URL after 2 seconds delay, output as Base64 PNG string"
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Screenshot",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderAttachment",
+ "description": "Renders a digital attachment such as an image, video, audio, or document file within a web or application interface. Accepts the attachment's URL or base64 data along with optional metadata and rendering options to produce an embeddable HTML snippet or media element.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "attachmentUrl",
+ "type": "string",
+ "description": "The URL of the attachment to be rendered. Required if base64Data is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "base64Data",
+ "type": "string",
+ "description": "Base64 encoded data of the attachment. Required if attachmentUrl is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "attachmentType",
+ "type": "string",
+ "description": "Type of the attachment (e.g., image, video, audio, document). Used to determine rendering method.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "altText",
+ "type": "string",
+ "description": "Alternative text for the attachment to improve accessibility, primarily for images and videos.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Desired width in pixels to render the attachment. Defaults to original or adaptive sizing if not specified.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Desired height in pixels to render the attachment. Defaults to original or adaptive sizing if not specified.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "controls",
+ "type": "boolean",
+ "description": "For media like audio or video, whether to show playback controls. Default is true.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "autoplay",
+ "type": "boolean",
+ "description": "Applicable for audio/video attachments, specifies if media should start playing automatically. Default is false.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered HTML string for embedding the attachment and metadata used in rendering."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to embed or display media attachments dynamically in digital content environments, such as websites, email templates, or apps. It handles different media types and formats into standardized HTML elements for seamless rendering.",
+ "limitations": "Does not handle file uploads or downloads; expects attachment data or URLs already accessible. Not responsible for media transcoding or format conversion. Rendering varies by browser capability and media type support.",
+ "examples": [
+ "Render an image attachment by URL with specific dimensions and alt text.",
+ "Render a base64 encoded audio clip with controls enabled and autoplay disabled.",
+ "Render a document attachment as a clickable embed or download link depending on type."
+ ]
+ },
+ "tags": [
+ "rendering",
+ "media",
+ "attachment",
+ "content-creation",
+ "embedding",
+ "image",
+ "video",
+ "audio",
+ "document"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"attachmentUrl\":\"https://example.com/image.jpg\",\"attachmentType\":\"image\",\"altText\":\"Sample Image\",\"width\":600,\"height\":400}",
+ "description": "Render an image from a web URL with specified width, height, and alt text."
+ },
+ {
+ "inputJson": "{\"base64Data\":\"data:audio/mp3;base64,//uQZAAA...\",\"attachmentType\":\"audio\",\"controls\":true,\"autoplay\":false}",
+ "description": "Render an audio attachment from base64 data with playback controls enabled but no autoplay."
+ },
+ {
+ "inputJson": "{\"attachmentUrl\":\"https://example.com/doc.pdf\",\"attachmentType\":\"document\"}",
+ "description": "Render a document attachment as a downloadable link or embedded viewer based on type."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Attachment",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderVideo",
+ "description": "Generates a video file by rendering input assets such as images, video clips, text overlays, and audio tracks. It processes the inputs according to specified parameters like resolution, frame rate, and encoding format, producing a final video output file suitable for sharing or publishing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "sources",
+ "type": "array",
+ "description": "List of input media assets (images, video clips, audio, text overlays) with their sequence and timing details.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "resolution",
+ "type": "string",
+ "description": "Output video resolution in WIDTHxHEIGHT format (e.g., 1920x1080).",
+ "required": true,
+ "defaultValue": "1920x1080"
+ },
+ {
+ "name": "frameRate",
+ "type": "number",
+ "description": "Frame rate of the output video in frames per second (fps).",
+ "required": false,
+ "defaultValue": "30"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The container format of the output video file (e.g., mp4, mov, mkv).",
+ "required": true,
+ "defaultValue": "mp4"
+ },
+ {
+ "name": "bitrate",
+ "type": "string",
+ "description": "Target video bitrate for encoding (e.g., 5M for 5 Mbps).",
+ "required": false,
+ "defaultValue": "5M"
+ },
+ {
+ "name": "audioEnabled",
+ "type": "boolean",
+ "description": "Whether to include audio tracks in the output video.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "audioBitrate",
+ "type": "string",
+ "description": "Target audio bitrate for encoding (e.g., 192k).",
+ "required": false,
+ "defaultValue": "192k"
+ },
+ {
+ "name": "backgroundColor",
+ "type": "string",
+ "description": "Background color code (hex or named) used when rendering images or text with transparency.",
+ "required": false,
+ "defaultValue": "black"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the path or URL to the rendered video file and metadata such as duration, resolution, and size."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a finalized video product from various multimedia inputs with specified output settings, such as creating promotional videos, tutorials, or social media content. It orchestrates rendering, encoding, and composition into a single shareable video file.",
+ "limitations": "This tool does not perform advanced video editing effects like 3D animations, real-time interactive content, or AI-driven content generation; it renders based on provided source assets and simple transformations.",
+ "examples": [
+ "Create a 30-second promotional video compiling images and voiceover audio at 1080p resolution.",
+ "Generate a social media clip with text overlays and background music at 720p, 24 fps.",
+ "Render a recorded lecture video by combining video footage, presentation slides, and recorded audio into a single 1080p mp4 file."
+ ]
+ },
+ "tags": [
+ "video",
+ "rendering",
+ "content-creation",
+ "media",
+ "encoding",
+ "multimedia"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sources\":[{\"type\":\"image\",\"path\":\"/assets/image1.png\",\"duration\":5},{\"type\":\"video\",\"path\":\"/assets/clip1.mp4\",\"start\":0,\"end\":10},{\"type\":\"text\",\"content\":\"Welcome to our tutorial\",\"start\":0,\"end\":5,\"position\":\"bottom\"},{\"type\":\"audio\",\"path\":\"/assets/voiceover.mp3\",\"start\":0}],\"resolution\":\"1920x1080\",\"frameRate\":30,\"outputFormat\":\"mp4\",\"bitrate\":\"5M\",\"audioEnabled\":true,\"audioBitrate\":\"192k\",\"backgroundColor\":\"#FFFFFF\"}",
+ "description": "Render a 10-second video combining images, a video clip, text overlay, and voiceover audio into a 1080p mp4 file."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Video",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderDiagram",
+ "description": "Renders a visual diagram image from structured diagram data provided in JSON or Graphviz DOT format. Processes the input to generate a PNG or SVG output depicting flowcharts, UML diagrams, or network graphs according to the specified style and layout options.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "diagramData",
+ "type": "string",
+ "description": "The structured diagram input in JSON or Graphviz DOT format defining nodes, edges, and layout.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output image format: 'png' or 'svg'.",
+ "required": false,
+ "defaultValue": "png"
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the output image in pixels.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the output image in pixels.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "style",
+ "type": "object",
+ "description": "Optional styling options such as colors, fonts, and line styles.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered diagram image as a base64 encoded string and its MIME type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate visual diagram representations from structured data inputs for documentation, presentations, or UI previews. It helps transform raw diagram specifications into graphical images in common formats.",
+ "limitations": "Does not support interactive or animated diagrams. Complex or very large diagrams may be rendered with simplified layouts. Input must be valid JSON or Graphviz DOT syntax; invalid inputs will cause errors.",
+ "examples": [
+ "Render a flowchart diagram described in JSON to PNG for embedding in a report.",
+ "Generate an SVG UML class diagram from a Graphviz DOT format string.",
+ "Create a network graph image with custom colors and font styles from JSON input."
+ ]
+ },
+ "tags": [
+ "rendering",
+ "diagram",
+ "visualization",
+ "flowchart",
+ "uml",
+ "graph",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"diagramData\":\"{\\\"nodes\\\":[{\\\"id\\\":\\\"A\\\",\\\"label\\\":\\\"Start\\\"},{\\\"id\\\":\\\"B\\\",\\\"label\\\":\\\"End\\\"}],\\\"edges\\\":[{\\\"from\\\":\\\"A\\\",\\\"to\\\":\\\"B\\\"}]}\",\"format\":\"png\",\"width\":600,\"height\":400}",
+ "description": "Render a simple flowchart diagram from JSON to PNG image."
+ },
+ {
+ "inputJson": "{\"diagramData\":\"digraph G { A -> B; B -> C; C -> A; }\",\"format\":\"svg\"}",
+ "description": "Generate a circular graph diagram in SVG format from Graphviz DOT input."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Diagram",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderFile",
+ "description": "Renders a multimedia or document file from an input source with optional transformations. Accepts file content as base64 string or URL, processes rendering options like format conversion, resizing, and optimization, and outputs the rendered file as a base64 encoded string or downloadable link.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "inputSource",
+ "type": "string",
+ "description": "Base64 encoded file content or URL of the source file to render",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output file format (e.g., png, jpeg, mp4, pdf)",
+ "required": false,
+ "defaultValue": "png"
+ },
+ {
+ "name": "resizeWidth",
+ "type": "number",
+ "description": "Optional width to resize the output file in pixels (for images/video)",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "resizeHeight",
+ "type": "number",
+ "description": "Optional height to resize the output file in pixels (for images/video)",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "optimize",
+ "type": "boolean",
+ "description": "Whether to apply optimization/compression to reduce file size",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "backgroundColor",
+ "type": "string",
+ "description": "Background color to apply when rendering images with transparency (hex code)",
+ "required": false,
+ "defaultValue": "#FFFFFF"
+ },
+ {
+ "name": "outputType",
+ "type": "string",
+ "description": "Output type: 'base64' for encoded string, or 'downloadLink' for a URL to download the rendered file",
+ "required": false,
+ "defaultValue": "base64"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered file as a base64 string or a downloadable URL, along with metadata such as file size and format"
+ },
+ "aiAgent": {
+ "useCase": "This tool is used when an agent needs to process and generate a specific file format from given input, optionally resizing or optimizing media files for better delivery or compatibility. It is suitable for preparing images, videos, or documents for display, download, or further processing.",
+ "limitations": "Does not support complex video editing or multi-page document rendering beyond format conversion and resizing. Large files may require asynchronous processing or external services.",
+ "examples": [
+ "Render an input PNG image from a base64 string to a JPEG resized to 800x600 with optimization enabled.",
+ "Render a PDF document provided via URL to a base64 encoded PNG thumbnail image.",
+ "Convert an MP4 video URL to a smaller MP4 file with reduced resolution for mobile use."
+ ]
+ },
+ "tags": [
+ "rendering",
+ "file-processing",
+ "media",
+ "image",
+ "video",
+ "document",
+ "conversion",
+ "optimization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputSource\":\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAUA\",\"outputFormat\":\"jpeg\",\"resizeWidth\":800,\"resizeHeight\":600,\"optimize\":true,\"outputType\":\"base64\"}",
+ "description": "Convert a base64 encoded PNG image to optimized JPEG resized to 800x600."
+ },
+ {
+ "inputJson": "{\"inputSource\":\"https://example.com/sample.pdf\",\"outputFormat\":\"png\",\"resizeWidth\":200,\"resizeHeight\":258,\"optimize\":false,\"outputType\":\"downloadLink\"}",
+ "description": "Render the first page of a PDF from URL to a PNG image with specified size, no optimization, returning a download link."
+ },
+ {
+ "inputJson": "{\"inputSource\":\"https://example.com/video.mp4\",\"outputFormat\":\"mp4\",\"resizeWidth\":480,\"resizeHeight\":270,\"optimize\":true,\"outputType\":\"base64\"}",
+ "description": "Download and resize an MP4 video from a URL to 480x270 pixels with optimization, returning base64 encoded output."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "File",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderImage",
+ "description": "Renders a high-quality image based on specified parameters such as dimensions, background color, optional text with styling, and optional overlay graphics. Accepts structured input to produce a PNG or JPEG image output suitable for digital content creation and display.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the output image in pixels.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the output image in pixels.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "backgroundColor",
+ "type": "string",
+ "description": "Background color of the image in hex or CSS color format (e.g., '#FFFFFF' or 'transparent').",
+ "required": false,
+ "defaultValue": "white"
+ },
+ {
+ "name": "text",
+ "type": "string",
+ "description": "Optional text to render centered on the image.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fontSize",
+ "type": "number",
+ "description": "Font size in pixels for the optional text.",
+ "required": false,
+ "defaultValue": "24"
+ },
+ {
+ "name": "fontColor",
+ "type": "string",
+ "description": "Font color for the text in hex or CSS color format.",
+ "required": false,
+ "defaultValue": "#000000"
+ },
+ {
+ "name": "overlayImageUrl",
+ "type": "string",
+ "description": "Optional URL of an overlay image to place centered on top of the background.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output image format: 'png' or 'jpeg'.",
+ "required": false,
+ "defaultValue": "png"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing a base64-encoded string of the rendered image and its MIME type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create customized images for digital content, such as social media posts, banners, or placeholders. It is ideal when inputs specify image size, colors, text content, styling, and optional overlays, and quick generation of image data URI is required.",
+ "limitations": "This tool cannot generate complex graphic designs, detailed illustrations, or photos. It only supports basic rendering of plain backgrounds, centered text, and single overlay images with no advanced graphics manipulation.",
+ "examples": [
+ "Generate a 800x600 banner image with a blue background and white centered text reading 'Welcome!'",
+ "Create a 400x400 transparent image with an overlay logo image URL in PNG format.",
+ "Render a 1080x1080 social media post with black text 'Sale 50%' in red font color on a yellow background as JPEG output."
+ ]
+ },
+ "tags": [
+ "image",
+ "render",
+ "content-creation",
+ "graphics",
+ "text",
+ "overlay",
+ "digital-media"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"width\":800,\"height\":600,\"backgroundColor\":\"#0000FF\",\"text\":\"Welcome!\",\"fontSize\":48,\"fontColor\":\"#FFFFFF\",\"outputFormat\":\"png\"}",
+ "description": "Render a blue 800x600 image with white 'Welcome!' text centered."
+ },
+ {
+ "inputJson": "{\"width\":400,\"height\":400,\"backgroundColor\":\"transparent\",\"overlayImageUrl\":\"https://example.com/logo.png\"}",
+ "description": "Render a 400x400 transparent image with a centered overlay image from URL."
+ },
+ {
+ "inputJson": "{\"width\":1080,\"height\":1080,\"backgroundColor\":\"#FFFF00\",\"text\":\"Sale 50%\",\"fontSize\":64,\"fontColor\":\"#FF0000\",\"outputFormat\":\"jpeg\"}",
+ "description": "Create a 1080x1080 yellow background JPEG with red 'Sale 50%' text centered."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Image",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderBrief",
+ "description": "Generates a concise, structured brief document from provided textual inputs such as project goals, audience details, and key messages. Processes the input by organizing content into sections like overview, objectives, target audience, and deliverables, then outputs a formatted text brief suitable for stakeholder communication or project kickoff.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title or headline for the brief document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectSummary",
+ "type": "string",
+ "description": "A short summary or background of the project to include in the brief.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "objectives",
+ "type": "array",
+ "description": "A list of specific objectives or goals the project aims to achieve.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience or stakeholders for the project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyMessages",
+ "type": "array",
+ "description": "Essential messages or points that should be conveyed in the brief.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "deliverables",
+ "type": "array",
+ "description": "List of expected deliverables or outputs associated with the project.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Preferred tone for the brief text, e.g., formal, casual, persuasive.",
+ "required": false,
+ "defaultValue": "formal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted brief text with sections such as title, overview, objectives, audience, key messages, and deliverables."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create a clear, structured project brief from raw inputs describing goals, audience, and deliverables. It is useful for synthesizing scattered information into a professional summary for meetings, proposals, or documentation. It helps ensure all critical aspects of a project are captured in an organized way.",
+ "limitations": "Cannot generate detailed creative content or extensive reports beyond a concise summary. Does not include visual design or formatting beyond text arrangement. Requires clear input data to produce coherent output.",
+ "examples": [
+ "Create a project brief with goals and audience for a new marketing campaign.",
+ "Generate a concise brief summarizing client requirements and deliverables for internal review.",
+ "Produce a formal brief outlining objectives and key messages for a technology rollout."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "brief",
+ "document",
+ "summary",
+ "project-management",
+ "text-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Marketing Campaign Brief\",\"projectSummary\":\"Launch of the new summer collection.\",\"objectives\":[\"Increase brand awareness\",\"Drive online sales\"],\"targetAudience\":\"Young adults aged 18-30 interested in fashion.\",\"keyMessages\":[\"Trendy and affordable\",\"Limited time offer\"],\"deliverables\":[\"Social media ads\",\"Email newsletter\"],\"tone\":\"formal\"}",
+ "description": "Generating a formal brief summarizing a marketing campaign's goals and target demographics."
+ },
+ {
+ "inputJson": "{\"title\":\"Internal Project Kickoff\",\"projectSummary\":\"Development of the new mobile app.\",\"objectives\":[\"Complete MVP by Q3\",\"Ensure user-friendly interface\"],\"targetAudience\":\"Internal stakeholders and development team.\",\"keyMessages\":[],\"deliverables\":[\"Prototype\",\"Testing report\"],\"tone\":\"casual\"}",
+ "description": "Producing an internal brief to align team members on key project objectives and deliverables."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderAudio",
+ "description": "Renders an audio file from given textual script and optional voice parameters. Accepts a text script or phonetic input, voice settings such as language, gender, and speed, then processes the input to synthesize and generate an audio file in the requested format (e.g., MP3, WAV). Outputs a downloadable audio file URL or binary data.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "script",
+ "type": "string",
+ "description": "The textual content or script to convert into speech audio.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "voiceLanguage",
+ "type": "string",
+ "description": "Language code (e.g., 'en-US') specifying the language of the voice.",
+ "required": false,
+ "defaultValue": "en-US"
+ },
+ {
+ "name": "voiceGender",
+ "type": "string",
+ "description": "Preferred gender of the synthesized voice, e.g., 'male', 'female', or 'neutral'.",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "speed",
+ "type": "number",
+ "description": "Speech speed rate; typical range 0.5 (slow) to 2.0 (fast).",
+ "required": false,
+ "defaultValue": "1.0"
+ },
+ {
+ "name": "audioFormat",
+ "type": "string",
+ "description": "Output audio format such as 'mp3', 'wav', or 'ogg'.",
+ "required": false,
+ "defaultValue": "mp3"
+ },
+ {
+ "name": "sampleRate",
+ "type": "number",
+ "description": "Sample rate of generated audio in Hz, e.g., 22050, 44100.",
+ "required": false,
+ "defaultValue": "44100"
+ },
+ {
+ "name": "includeSilenceAtStartEnd",
+ "type": "boolean",
+ "description": "Whether to include short silence padding at beginning and end of audio for smoother playback.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the audio file URL or base64 encoded binary data, audio metadata such as duration and format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating speech audio from text for applications like podcasts, voiceovers, accessibility, or interactive voice response systems. It is ideal for converting any textual content into natural-sounding audio output with customizable voice parameters.",
+ "limitations": "Cannot generate audio from raw music notation or non-textual sound sources. Quality depends on underlying TTS engine; may not handle very long texts without segmentation. Does not support real-time audio streaming.",
+ "examples": [
+ "Generate an English female voice MP3 file reading a short product description.",
+ "Create a slow male voice WAV file from a customer support script in Spanish.",
+ "Produce a neutral voice OGG audio for website accessibility announcements."
+ ]
+ },
+ "tags": [
+ "text-to-speech",
+ "audio-synthesis",
+ "content-creation",
+ "voice-generation",
+ "media",
+ "tts"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"script\":\"Welcome to our website! We hope you enjoy your visit.\",\"voiceLanguage\":\"en-US\",\"voiceGender\":\"female\",\"speed\":1.0,\"audioFormat\":\"mp3\"}",
+ "description": "Generate a female US English voice speaking a welcome message as MP3."
+ },
+ {
+ "inputJson": "{\"script\":\"Gracias por contactarnos. Su solicitud será atendida pronto.\",\"voiceLanguage\":\"es-ES\",\"voiceGender\":\"male\",\"speed\":0.9,\"audioFormat\":\"wav\"}",
+ "description": "Generate a male Spanish voice reading a customer service message slowly in WAV format."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Audio",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderDocument",
+ "description": "Generates a formatted document file from input content provided as text or structured data. Supports input in markdown or HTML and renders output as PDF, DOCX, or HTML file. Applies optional styling including templates and custom CSS. Produces a downloadable document with the rendered content-ready for sharing or printing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "content",
+ "type": "string",
+ "description": "The main document content to render, can be in markdown or HTML format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputFormat",
+ "type": "string",
+ "description": "Format of the input content; allowed values are 'markdown' or 'html'.",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output document format: 'pdf', 'docx', or 'html'.",
+ "required": true,
+ "defaultValue": "pdf"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title to include in the rendered document's metadata or header.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Optional author metadata to embed in the document.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "If true and output supports it, include a table of contents generated from headings.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "customCss",
+ "type": "string",
+ "description": "Optional custom CSS styles to apply when rendering HTML and PDF outputs.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "templateName",
+ "type": "string",
+ "description": "Optional named template to apply for consistent styling and layout, if supported.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object with a base64-encoded string of the rendered document file and metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to convert raw text or structured content into polished, formatted document files in PDF, DOCX, or HTML formats, especially when styling and metadata are needed for professional sharing, printing, or archiving.",
+ "limitations": "Does not support complex interactive elements or embedded multimedia beyond what markdown/HTML can represent. Document templates must be predefined in the system; custom template uploading is not supported.",
+ "examples": [
+ "Render a markdown blog post into a PDF with a title and author metadata.",
+ "Convert HTML-formatted content into a DOCX file with a custom CSS style applied.",
+ "Generate an HTML document including a table of contents from markdown input."
+ ]
+ },
+ "tags": [
+ "document",
+ "rendering",
+ "pdf",
+ "docx",
+ "html",
+ "content-creation",
+ "formatting",
+ "export"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"content\":\"# Report\\nThis is the first section.\\n\\n## Subsection\\nDetails go here.\",\"inputFormat\":\"markdown\",\"outputFormat\":\"pdf\",\"title\":\"Monthly Report\",\"author\":\"Alice Smith\",\"includeTableOfContents\":true}",
+ "description": "Render markdown content with headings and a table of contents into a PDF document titled 'Monthly Report' authored by Alice Smith."
+ },
+ {
+ "inputJson": "{\"content\":\"Project Plan
Outline of project milestones.
\",\"inputFormat\":\"html\",\"outputFormat\":\"docx\",\"title\":\"Project Plan\",\"author\":\"Bob Lee\",\"customCss\":\"body { font-family: Arial; }\"}",
+ "description": "Convert simple HTML content to a DOCX file with custom font styling and metadata."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderReport",
+ "description": "Generates a formatted report document based on provided data and templates. Accepts raw data inputs and optional style or layout configurations, processes this information by populating templates, and outputs a structured report in PDF, HTML, or TXT format suitable for presentations, archives, or sharing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "object",
+ "description": "The raw input data to be included and visualized in the report, such as statistics, tables, or content sections.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "template",
+ "type": "string",
+ "description": "Identifier or content of the report template defining the layout and formatting to apply when rendering the report.",
+ "required": false,
+ "defaultValue": "default"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired format of the output report document. Supported formats include 'PDF', 'HTML', and 'TXT'.",
+ "required": false,
+ "defaultValue": "PDF"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title to use for the report's main header or cover page.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Determines whether to automatically generate and include a table of contents based on sections in the report data.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Optional author name to display in the report metadata or footer section.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered report as a base64-encoded string along with metadata such as MIME type, file extension, and summary information."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create a professional, structured report document from raw data or analytical content, enabling formatted output in common document file types for sharing, archiving, or presentation. Ideal for automating report generation pipelines or enhancing content creation workflows.",
+ "limitations": "Cannot generate interactive or dynamic reports beyond the specified static formats; complex visualizations require pre-processing before input; relies on existing template definitions or simple default layouts.",
+ "examples": [
+ "Generate a quarterly sales report in PDF with a table of contents and custom title.",
+ "Create a simple report in HTML from given statistics data without author information.",
+ "Produce a plain text report summarizing input content using the default template."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "document generation",
+ "reporting",
+ "rendering",
+ "PDF",
+ "HTML",
+ "TXT",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":{\"summary\":\"Sales increased by 15% compared to last quarter.\",\"sections\":[{\"title\":\"Overview\",\"content\":\"Overall sales growth was strong.\"},{\"title\":\"Details\",\"content\":\"Top products: A, B, and C.\"}]},\"template\":\"modern\",\"outputFormat\":\"PDF\",\"title\":\"Quarterly Sales Report\",\"includeTableOfContents\":true,\"author\":\"Jane Doe\"}",
+ "description": "Generate a PDF quarterly sales report with a table of contents, using 'modern' template and specified author."
+ },
+ {
+ "inputJson": "{\"data\":{\"summary\":\"Monthly website traffic summary.\",\"sections\":[{\"title\":\"Traffic Overview\",\"content\":\"Visits increased by 10%.\"},{\"title\":\"Source Breakdown\",\"content\":\"Majority from organic search.\"}]},\"outputFormat\":\"HTML\",\"includeTableOfContents\":false}",
+ "description": "Create an HTML report summarizing monthly website traffic without table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.renderSummary",
+ "description": "This tool accepts a textual document or multiple documents as input and generates a coherent, concise summary capturing the main points. It processes the input text using natural language understanding and summarization techniques and outputs a brief text summary that aids quick comprehension of the content.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "inputText",
+ "type": "string",
+ "description": "The main textual content to be summarized. This can be a document, article, or any text input.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "summaryLength",
+ "type": "number",
+ "description": "Desired approximate length of the summary in number of sentences. Defaults to 3.",
+ "required": false,
+ "defaultValue": "3"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language of the input text and summary output, e.g., 'en' for English. Defaults to 'en'.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeHighlights",
+ "type": "boolean",
+ "description": "If true, the summary will include key highlighted phrases for emphasis. Defaults to false.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated summary text and optional highlights if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a concise summary of longer textual content is needed to enable faster understanding or decision-making. It is suitable for digesting articles, reports, emails, or multiple documents, especially when screening large volumes of text.",
+ "limitations": "This tool cannot interpret non-textual data (images, tables). The summary quality depends on input clarity and may omit nuanced details. It is not a substitute for full comprehensive reading.",
+ "examples": [
+ "Summarize this 1000-word article into 3 sentences.",
+ "Generate a brief summary highlighting key points from this product manual.",
+ "Produce an English summary of this French document using about 5 sentences."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "summary",
+ "text-processing",
+ "natural-language",
+ "document",
+ "readability"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputText\":\"The quarterly financial report indicates a steady increase in revenue across all sectors, particularly in e-commerce and cloud services. Expenses remained stable, with notable investments in research and development helping fuel innovation. Market analysts expect continued growth in the next fiscal quarter as new products are launched.\",\"summaryLength\":3,\"language\":\"en\",\"includeHighlights\":true}",
+ "description": "Summarizes a business report highlighting revenue growth and investments."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatReference",
+ "description": "Formats a bibliographic reference provided as structured data or plain text into a specified citation style (e.g., APA, MLA, Chicago). Accepts input as an object containing reference fields or raw reference string, processes the input according to the style rules, and outputs a properly formatted citation string.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "referenceData",
+ "type": "object",
+ "description": "Structured object representing bibliographic reference details such as author, title, year, publisher, etc.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "referenceString",
+ "type": "string",
+ "description": "Raw reference text input to be formatted; used if structured data is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "The citation style format to apply (e.g., 'APA', 'MLA', 'Chicago').",
+ "required": true,
+ "defaultValue": "APA"
+ },
+ {
+ "name": "includeDOI",
+ "type": "boolean",
+ "description": "Whether to include the DOI or URL in the formatted reference when available.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for localized formatting rules (e.g., 'en', 'fr').",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted reference string and metadata about the formatting."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert bibliographic reference data or strings into a specific citation style for inclusion in academic, professional, or publishing contexts. It automates consistent formatting to save time and reduce errors.",
+ "limitations": "Does not perform fuzzy parsing or extraction from unstructured source documents; input must be clean and complete. Limited to style guidelines supported in the implementation; complex corner cases of citation standards may not be fully handled.",
+ "examples": [
+ "Format a book reference from structured data into MLA style.",
+ "Convert a raw reference string to APA formatted citation.",
+ "Include DOI information automatically if available in the reference object."
+ ]
+ },
+ "tags": [
+ "citation",
+ "bibliography",
+ "formatting",
+ "reference",
+ "academic",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"referenceData\":{\"author\":\"Jane Doe\",\"title\":\"Understanding AI\",\"year\":2021,\"publisher\":\"TechPress\"},\"citationStyle\":\"APA\",\"includeDOI\":false}",
+ "description": "Format a book reference from structured data into APA style without a DOI."
+ },
+ {
+ "inputJson": "{\"referenceString\":\"Doe, J. (2021). Understanding AI. TechPress.\",\"citationStyle\":\"MLA\"}",
+ "description": "Format a raw reference string into MLA citation style."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatCitation",
+ "description": "Formats bibliographic citation data into a specified citation style such as APA, MLA, or Chicago. It accepts structured citation details including author names, publication title, date, and other relevant fields, then outputs a properly formatted citation string ready for use in academic or professional documents.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "citationData",
+ "type": "object",
+ "description": "Structured object containing citation details such as authors, title, publisher, year, etc.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Target citation style (e.g., 'APA', 'MLA', 'Chicago'). Determines formatting rules applied.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeDOI",
+ "type": "boolean",
+ "description": "Whether to include the DOI in the formatted citation if available in citationData.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "capitalizeTitle",
+ "type": "boolean",
+ "description": "Whether to apply title case capitalization to the title field as per style guidelines.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single 'formattedCitation' string field, which has the citation formatted according to the specified style."
+ },
+ "aiAgent": {
+ "useCase": "This tool is used when an AI agent needs to generate correctly formatted bibliographic citations from raw citation data for academic, publishing, or professional content creation tasks. It helps automate citation formatting to comply with style guides, reducing manual effort and errors.",
+ "limitations": "This tool cannot verify the correctness or completeness of citation data provided. It only formats given data according to style rules; it does not fetch missing citation metadata or validate sources.",
+ "examples": [
+ "Format a citation in APA style for a journal article",
+ "Generate an MLA style citation including DOI for a book",
+ "Create a Chicago style citation with title capitalization for a conference paper"
+ ]
+ },
+ "tags": [
+ "citation",
+ "formatting",
+ "bibliography",
+ "academic",
+ "style-guide",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"citationData\":{\"authors\":[\"Smith, John\",\"Doe, Jane\"],\"title\":\"Exploring the Cosmos\",\"year\":2021,\"journal\":\"Astrophysics Today\",\"volume\":42,\"issue\":7,\"pages\":\"100-120\",\"doi\":\"10.1234/astro.2021.007\"},\"style\":\"APA\",\"includeDOI\":true,\"capitalizeTitle\":true}",
+ "description": "Format a journal article citation in APA style including DOI"
+ },
+ {
+ "inputJson": "{\"citationData\":{\"authors\":[\"Brown, Alice\"],\"title\":\"History of Art\",\"publisher\":\"ArtPress\",\"year\":2018,\"location\":\"New York\"},\"style\":\"MLA\",\"includeDOI\":false,\"capitalizeTitle\":false}",
+ "description": "Format a book citation in MLA style without including DOI and without title capitalization"
+ },
+ {
+ "inputJson": "{\"citationData\":{\"authors\":[\"Lee, Kevin\"],\"title\":\"Advances in Robotics\",\"conference\":\"International Robotics Conference\",\"year\":2023,\"pages\":\"50-60\"},\"style\":\"Chicago\",\"includeDOI\":false,\"capitalizeTitle\":true}",
+ "description": "Format a conference paper citation in Chicago style with title capitalization"
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatQuote",
+ "description": "Formats a given quote text with optional attributes such as author name, source, citation style, and desired text formatting (e.g., bold, italic). Accepts raw quote and metadata, processes formatting rules, and outputs the quote as a styled string suitable for display or publication.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "quoteText",
+ "type": "string",
+ "description": "The main textual content of the quote to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "authorName",
+ "type": "string",
+ "description": "Name of the author of the quote, if known, to include as attribution.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "source",
+ "type": "string",
+ "description": "Source of the quote, such as book, speech, or article title, for citation purposes.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style for formatting the source reference (e.g., APA, MLA, Chicago).",
+ "required": false,
+ "defaultValue": "APA"
+ },
+ {
+ "name": "textFormatting",
+ "type": "array",
+ "description": "Array of text formatting options to apply to the quote, e.g., ['bold', 'italic'].",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeQuotationMarks",
+ "type": "boolean",
+ "description": "Whether to surround the quote text with quotation marks.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output format of the formatted quote: plain text, HTML, or markdown.",
+ "required": false,
+ "defaultValue": "plain"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the fully formatted quote string under 'formattedQuote' key and metadata fields for author and source if provided."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to present quotes in a consistent, styled manner including author and source attribution, formatted according to citation standards and output format preferences. Ideal for article drafting, content publishing, and educational material generation.",
+ "limitations": "This tool formats quotes only and does not perform quote extraction, verification, or fact-checking. It cannot generate citations beyond formatting author and source strings provided.",
+ "examples": [
+ "Format a quote with author and source using APA style in markdown.",
+ "Generate a bolded, italicized quote text with quotation marks included.",
+ "Produce plain text quote output without any author attribution."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "formatting",
+ "quotes",
+ "text-styling",
+ "citation",
+ "publishing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"quoteText\":\"To be, or not to be, that is the question.\",\"authorName\":\"William Shakespeare\",\"source\":\"Hamlet\",\"citationStyle\":\"MLA\",\"textFormatting\":[\"italic\"],\"includeQuotationMarks\":true,\"outputFormat\":\"markdown\"}",
+ "description": "Format a Shakespeare quote in MLA style with italic text and quotation marks in markdown output."
+ },
+ {
+ "inputJson": "{\"quoteText\":\"Life is what happens when you're busy making other plans.\",\"authorName\":\"John Lennon\",\"includeQuotationMarks\":false,\"outputFormat\":\"plain\"}",
+ "description": "Format a plain text quote from John Lennon without quotation marks or source."
+ },
+ {
+ "inputJson": "{\"quoteText\":\"Imagination is more important than knowledge.\",\"textFormatting\":[\"bold\"],\"outputFormat\":\"html\"}",
+ "description": "Format a quote with bold text and HTML output, no author or source included."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatLink",
+ "description": "Formats a given URL string into various hyperlink styles suitable for digital content, such as Markdown, HTML anchor tags, and plain text with optional display text. Accepts raw URLs and optional parameters for display text and format type; outputs the correctly formatted link string.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The raw URL string to be formatted into a hyperlink.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "displayText",
+ "type": "string",
+ "description": "Optional text to display instead of the raw URL. If empty, the URL itself is used as the display text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatType",
+ "type": "string",
+ "description": "The desired output format of the link: markdown, html, or plainText.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "openInNewTab",
+ "type": "boolean",
+ "description": "For HTML format, whether to include target='_blank' attribute to open the link in a new browser tab.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted link as a string under 'formattedLink' property."
+ },
+ "aiAgent": {
+ "useCase": "Use when needing to convert raw URLs into properly formatted hyperlink strings for various content formats, enhancing readability and usability of links in generated digital content such as markdown documents, HTML pages, or plain text contexts.",
+ "limitations": "Does not validate the URL's reachability or safety; does not generate QR codes or link previews; limited to formatting links only, no URL shortening or metadata fetching.",
+ "examples": [
+ "Format a raw URL as a Markdown link with display text",
+ "Generate an HTML anchor tag that opens the link in a new tab",
+ "Output a plain text string showing the URL with display text"
+ ]
+ },
+ "tags": [
+ "formatting",
+ "link",
+ "url",
+ "content-creation",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://example.com\",\"displayText\":\"Example Site\",\"formatType\":\"markdown\"}",
+ "description": "Format a URL into a markdown link with custom display text."
+ },
+ {
+ "inputJson": "{\"url\":\"https://example.com\",\"displayText\":\"Visit Example\",\"formatType\":\"html\",\"openInNewTab\":true}",
+ "description": "Format a URL into an HTML anchor tag that opens in a new tab."
+ },
+ {
+ "inputJson": "{\"url\":\"https://example.com\",\"displayText\":\"\",\"formatType\":\"plainText\"}",
+ "description": "Show the URL as plain text with no display text specified, defaults to the URL itself."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatSentence",
+ "description": "This tool takes a raw sentence as input and formats it according to specified stylistic and grammatical rules, such as capitalization style, punctuation adjustment, and trimming whitespace. It produces a clean, properly formatted sentence output suitable for polished content creation.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "sentence",
+ "type": "string",
+ "description": "The raw sentence text to format. Required for processing.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "capitalizeStyle",
+ "type": "string",
+ "description": "Defines capitalization style: 'none', 'sentenceCase', 'titleCase', or 'uppercase'.",
+ "required": false,
+ "defaultValue": "sentenceCase"
+ },
+ {
+ "name": "trimWhitespace",
+ "type": "boolean",
+ "description": "Whether to trim leading and trailing whitespace from the sentence.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "ensureEndingPunctuation",
+ "type": "boolean",
+ "description": "Ensures the sentence ends with appropriate punctuation (., !, ?).",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted sentence string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have raw sentence text that needs consistent formatting such as adjusting capitalization styles, cleaning up whitespace, and ensuring proper sentence-ending punctuation. It is ideal when preparing text content for presentation, publishing, or readability enhancement.",
+ "limitations": "This tool does not perform semantic corrections or grammar checking beyond basic punctuation and capitalization. It also does not translate or paraphrase content.",
+ "examples": [
+ "Format a user input sentence to title case with proper punctuation.",
+ "Clean up a sentence with excessive whitespace and inconsistent capitalization.",
+ "Ensure a given sentence ends with a punctuation mark and is trimmed for whitespace."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "text",
+ "content-creation",
+ "sentence",
+ "capitalization",
+ "punctuation",
+ "whitespace"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sentence\":\" this is a test sentence\",\"capitalizeStyle\":\"sentenceCase\",\"trimWhitespace\":true,\"ensureEndingPunctuation\":true}",
+ "description": "Formats a sentence with sentence case capitalization, trims whitespace, and ensures ending punctuation."
+ },
+ {
+ "inputJson": "{\"sentence\":\"welcome to the jungle\",\"capitalizeStyle\":\"titleCase\",\"trimWhitespace\":false,\"ensureEndingPunctuation\":true}",
+ "description": "Formats input sentence to title case and ensures it ends with punctuation but does not trim whitespace."
+ },
+ {
+ "inputJson": "{\"sentence\":\"HELLO WORLD!\",\"capitalizeStyle\":\"none\",\"trimWhitespace\":true,\"ensureEndingPunctuation\":false}",
+ "description": "Keeps original capitalization, trims whitespace, and does not alter ending punctuation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatHeading",
+ "description": "Formats a given text string as a heading with specified level and style. Accepts plain text input and returns a string formatted as a heading in Markdown, HTML, or plain text with optional capitalization and prefix symbols.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The text content of the heading to format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "level",
+ "type": "number",
+ "description": "The heading level (e.g., 1 for top-level heading, up to 6).",
+ "required": false,
+ "defaultValue": "1"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The output format: 'markdown', 'html', or 'plain'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "capitalize",
+ "type": "boolean",
+ "description": "Whether to capitalize the heading text.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "prefixSymbol",
+ "type": "string",
+ "description": "Optional symbol prefix for plain text format headings (e.g., '*', '-', '#'). Ignored in markdown and html formats.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted heading string under the key 'formattedHeading'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate headings in consistent, customizable formats for documents, web pages, or markdown files. It simplifies heading level styling and format conversion for content creation workflows.",
+ "limitations": "Cannot interpret or parse existing formatted headings; only formats plain text input as a heading. Does not support advanced styling such as colors or fonts.",
+ "examples": [
+ "Format heading text 'Project Overview' as a Markdown h2 heading.",
+ "Generate an HTML h3 heading from text 'Introduction' with capitalization.",
+ "Create a plain text heading with a '#' prefix symbol for level 1."
+ ]
+ },
+ "tags": [
+ "content",
+ "formatting",
+ "heading",
+ "markdown",
+ "html",
+ "text",
+ "capitalization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"Project Overview\",\"level\":2,\"format\":\"markdown\"}",
+ "description": "Formats 'Project Overview' as a level 2 Markdown heading."
+ },
+ {
+ "inputJson": "{\"text\":\"Introduction\",\"level\":3,\"format\":\"html\",\"capitalize\":true}",
+ "description": "Formats 'Introduction' as an HTML h3 heading with capitalization."
+ },
+ {
+ "inputJson": "{\"text\":\"Summary\",\"level\":1,\"format\":\"plain\",\"prefixSymbol\":\"#\"}",
+ "description": "Formats 'Summary' as a plain text level 1 heading with # prefix symbol."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatText",
+ "description": "Formats input text according to specified styling options such as line width, indentation, text case, and bullet list style. Accepts raw string input and outputs a formatted string that adheres to the given parameters, improving readability and consistency for digital content.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The raw input text to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "lineWidth",
+ "type": "number",
+ "description": "Maximum number of characters per line; text will be wrapped accordingly.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "indentation",
+ "type": "number",
+ "description": "Number of spaces to indent each line of the formatted text.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "textCase",
+ "type": "string",
+ "description": "Defines the case transformation to apply: 'none', 'uppercase', 'lowercase', or 'capitalize'.",
+ "required": false,
+ "defaultValue": "none"
+ },
+ {
+ "name": "bulletStyle",
+ "type": "string",
+ "description": "Style of bullet points to apply if text represents a list; options include '*', '-', '+', or none for no bullets.",
+ "required": false,
+ "defaultValue": "*"
+ },
+ {
+ "name": "trimWhitespace",
+ "type": "boolean",
+ "description": "If true, leading/trailing whitespace is trimmed from each line.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object with a single 'formattedText' property containing the fully formatted string output."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to consistently format raw textual content for improved readability, such as preparing paragraphs for display, creating bullet lists, setting indentation levels for code or prose, or converting text case for uniformity in content creation workflows.",
+ "limitations": "This tool does not perform semantic text corrections, grammar checking, or complex markdown transformations beyond basic bullet styling and case conversion.",
+ "examples": [
+ "Format a paragraph to 60 characters wide with indentation of 4 spaces.",
+ "Convert input text to uppercase with no indentation, wrapping lines at 70 characters.",
+ "Create a bulleted list from input text lines using '+' as bullet character."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "text-processing",
+ "content-creation",
+ "text-style",
+ "wrapping",
+ "indentation",
+ "case-conversion",
+ "bullets"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"This is an example paragraph of text that will be formatted by wrapping lines and indenting.\",\"lineWidth\":50,\"indentation\":2,\"textCase\":\"none\",\"bulletStyle\":\"none\",\"trimWhitespace\":true}",
+ "description": "Format paragraph with line width 50 and indent 2 spaces."
+ },
+ {
+ "inputJson": "{\"text\":\"hello world! this should be uppercase.\",\"textCase\":\"uppercase\"}",
+ "description": "Convert text to uppercase with default formatting."
+ },
+ {
+ "inputJson": "{\"text\":\"Item one\\nItem two\\nItem three\",\"bulletStyle\":\"-\",\"indentation\":4}",
+ "description": "Format a bulleted list with '-' bullets and indentation of 4 spaces."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatParagraph",
+ "description": "Formats a given paragraph of text according to specified style rules including alignment, indentation, line spacing, and font attributes. Accepts raw paragraph text and formatting options, processes these options, and outputs the formatted paragraph as a styled string or markup object.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The raw paragraph text to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "alignment",
+ "type": "string",
+ "description": "Paragraph alignment style: 'left', 'right', 'center', or 'justify'.",
+ "required": false,
+ "defaultValue": "left"
+ },
+ {
+ "name": "lineSpacing",
+ "type": "number",
+ "description": "Line spacing multiplier for the paragraph (e.g., 1.0 for single-spaced, 1.5 for one-and-a-half).",
+ "required": false,
+ "defaultValue": "1.0"
+ },
+ {
+ "name": "indentation",
+ "type": "number",
+ "description": "Indentation in spaces or pixels for the first line of the paragraph.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "fontName",
+ "type": "string",
+ "description": "Font family name to apply to the paragraph text (e.g., 'Arial', 'Times New Roman').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fontSize",
+ "type": "number",
+ "description": "Font size in points to use for the paragraph text.",
+ "required": false,
+ "defaultValue": "12"
+ },
+ {
+ "name": "bold",
+ "type": "boolean",
+ "description": "Whether to make the paragraph text bold.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "italic",
+ "type": "boolean",
+ "description": "Whether to make the paragraph text italicized.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted paragraph as a styled HTML string or markup representation, including applied formatting properties."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically apply consistent paragraph formatting to text content for documents, reports, or UI displays. It standardizes text alignment, spacing, indentation, and font styling for improved readability and presentation. This is useful in content generation, document automation, or formatting user input.",
+ "limitations": "This tool does not perform grammar, spelling, or semantic editing; it only applies visual text formatting. It outputs markup or styled text but does not generate visual previews or handle multiple paragraphs at once.",
+ "examples": [
+ "Format a paragraph with justified alignment, 1.5 line spacing, and indent the first line by 4 spaces.",
+ "Render text in bold italic Arial font, size 14, aligned center.",
+ "Apply single spacing and left alignment with no indentation to a blockquote paragraph."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "text",
+ "paragraph",
+ "style",
+ "content-creation",
+ "typography"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"This is a sample paragraph.\",\"alignment\":\"justify\",\"lineSpacing\":1.5,\"indentation\":4,\"fontName\":\"Times New Roman\",\"fontSize\":12,\"bold\":false,\"italic\":false}",
+ "description": "Format text with justified alignment, 1.5 line spacing, 4 space indentation, Times New Roman 12pt font."
+ },
+ {
+ "inputJson": "{\"text\":\"Important note.\",\"alignment\":\"center\",\"lineSpacing\":1.0,\"indentation\":0,\"fontName\":\"Arial\",\"fontSize\":14,\"bold\":true,\"italic\":true}",
+ "description": "Center aligned, bold italic Arial font, size 14 text with no indentation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatWord",
+ "description": "Formats a single word according to the specified style and locale settings. Accepts a word string as input and applies formatting options such as capitalization style, case conversion, and locale-specific transformations, outputting the formatted word as a string.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "word",
+ "type": "string",
+ "description": "The input word to be formatted",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "The formatting style to apply: 'uppercase', 'lowercase', 'capitalize', or 'titleCase'",
+ "required": false,
+ "defaultValue": "capitalize"
+ },
+ {
+ "name": "locale",
+ "type": "string",
+ "description": "Optional BCP 47 language tag for locale-specific formatting rules (e.g., 'en-US', 'tr-TR')",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted word as a string under the key 'formattedWord'"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to apply consistent capitalization or locale-sensitive formatting to single words within larger text processing workflows, such as generating user-facing content or normalizing inputs.",
+ "limitations": "Does not handle multi-word phrases or complex linguistic transformations such as stemming or translation. Limited to simple case and capitalization formatting for single words.",
+ "examples": [
+ "Format the word 'example' to uppercase.",
+ "Capitalize the word 'straße' using German locale.",
+ "Convert the word 'iPhone' to title case."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "content-creation",
+ "word",
+ "text-processing",
+ "capitalization",
+ "locale"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"word\":\"example\",\"formatStyle\":\"uppercase\",\"locale\":\"\"}",
+ "description": "Convert the word 'example' to uppercase."
+ },
+ {
+ "inputJson": "{\"word\":\"straße\",\"formatStyle\":\"capitalize\",\"locale\":\"de-DE\"}",
+ "description": "Capitalize German word 'straße' with locale-aware formatting."
+ },
+ {
+ "inputJson": "{\"word\":\"iPhone\",\"formatStyle\":\"titleCase\",\"locale\":\"en-US\"}",
+ "description": "Apply title case formatting to the word 'iPhone'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatYAML",
+ "description": "This tool accepts a YAML string input and reformats it for improved readability and consistency, applying proper indentation, spacing, and optional styling preferences. It outputs a well-formatted YAML string that adheres to best practices, suitable for configuration files, documentation, or data exchange.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "yamlInput",
+ "type": "string",
+ "description": "The raw YAML string to be formatted. Must be valid YAML syntax.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentationSpaces",
+ "type": "number",
+ "description": "Number of spaces to use for each indentation level. Typical is 2 or 4.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "sortKeys",
+ "type": "boolean",
+ "description": "Whether to sort mapping keys alphabetically for consistency.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "lineWidth",
+ "type": "number",
+ "description": "Maximum line length before wrapping. Use 0 for no wrapping.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "useBlockStyle",
+ "type": "boolean",
+ "description": "Use block style for multiline strings instead of folded style.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted YAML string or error details if formatting failed. Contains 'formattedYAML' string and 'error' string if any."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to standardize or beautify YAML content for readability, sharing, or version control. It's helpful for developers or systems exchanging YAML config files to ensure consistent formatting and style.",
+ "limitations": "This tool cannot validate or fix semantic errors in YAML content beyond syntactic correctness. It does not transform or interpret the data, only refactors formatting. Invalid YAML input will cause an error output.",
+ "examples": [
+ "Format raw YAML input with default indentation and styles.",
+ "Format YAML content with 4 spaces indentation and sorted keys.",
+ "Format YAML without line wrapping and using folded style for multiline strings."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "YAML",
+ "content-creation",
+ "code-formatting",
+ "configuration",
+ "serialization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"yamlInput\":\"name:Test\\nage:30\\naddress:\\n city:New York\\n zip:10001\\n hobbies:\\n- reading\\n- hiking\",\"indentationSpaces\":2,\"sortKeys\":true,\"lineWidth\":80,\"useBlockStyle\":true}",
+ "description": "Format a YAML string with 2 spaces indentation and keys sorted alphabetically."
+ },
+ {
+ "inputJson": "{\"yamlInput\":\"user:\\n name: Alice\\n occupation: Developer\\nnotes: |\\n Likes coding and reading\\n Enjoys hiking on weekends\",\"indentationSpaces\":4,\"sortKeys\":false,\"lineWidth\":0,\"useBlockStyle\":true}",
+ "description": "Format YAML with 4 spaces indentation, no line wrapping, and block style for multiline strings."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "YAML",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatMarkdown",
+ "description": "Formats raw text inputs into structured Markdown output. Accepts plain text or lightly structured content, applies specified Markdown formatting styles such as headings, lists, bold, italics, and code blocks, and returns well-formed Markdown text ready for rendering or saving.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The raw input text to be formatted into Markdown.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "applyHeadings",
+ "type": "boolean",
+ "description": "Determines whether to detect and apply heading levels (e.g., #, ##) based on input markers or line patterns.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "convertLists",
+ "type": "boolean",
+ "description": "Whether to identify and format bullet or numbered lists from plain lines starting with list markers.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "emphasizeText",
+ "type": "boolean",
+ "description": "Apply bold or italic formatting to text between specific delimiters (e.g., * or _).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "codeBlockStyle",
+ "type": "string",
+ "description": "Type of code block to use for formatted code segments (e.g., fenced triple backticks or indented).",
+ "required": false,
+ "defaultValue": "fenced"
+ },
+ {
+ "name": "lineWidth",
+ "type": "number",
+ "description": "Maximum line width for wrapping paragraphs to improve readability in raw Markdown.",
+ "required": false,
+ "defaultValue": "80"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted Markdown text string under 'markdown' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when the input is unstructured or loosely formatted text that needs to be transformed into clean, standardized Markdown suitable for documentation, blogs, or notes. It helps automate consistent formatting to Markdown syntax to improve readability and enable further processing or rendering.",
+ "limitations": "Cannot fully interpret complex document structures or semantic meaning beyond basic formatting rules. Not a Markdown linter or style enforcer, nor does it generate Markdown from non-text content like images or tables unless expressed in text form.",
+ "examples": [
+ "Format plain notes into Markdown headings and lists.",
+ "Convert text with inline bold and italic markers into proper Markdown syntax.",
+ "Wrap paragraphs to specified line width and format fenced code blocks for code snippets."
+ ]
+ },
+ "tags": [
+ "markdown",
+ "formatting",
+ "content-creation",
+ "text-processing",
+ "documentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"Meeting Notes\\nDiscuss project timeline\\n* Task 1\\n* Task 2\\nUse *emphasis* and **strong** text.\",\"applyHeadings\":true,\"convertLists\":true,\"emphasizeText\":true,\"codeBlockStyle\":\"fenced\",\"lineWidth\":80}",
+ "description": "Formats meeting notes with headings, bullet lists, and emphasis into Markdown."
+ },
+ {
+ "inputJson": "{\"text\":\"Sample code:\\nfunction greet() {\\n console.log(\\\"Hello World\\\");\\n}\",\"applyHeadings\":false,\"convertLists\":false,\"emphasizeText\":false,\"codeBlockStyle\":\"fenced\",\"lineWidth\":80}",
+ "description": "Formats a code snippet with fenced code blocks and no other Markdown formatting."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Markdown",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatTable",
+ "description": "Formats tabular data according to specified styling options. Accepts input as an array of objects or arrays representing rows, applies formatting such as column alignment, borders, header styles, and outputs the table as a formatted string in Markdown, HTML, or plain text.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "tableData",
+ "type": "array",
+ "description": "The tabular data to format; each element is a row represented as an array or object. Required.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format for the table. Options: 'markdown', 'html', or 'plain'. Defaults to 'markdown'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "alignments",
+ "type": "array",
+ "description": "Array specifying column alignments: each element is 'left', 'center', or 'right'. Defaults to all 'left'.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeHeader",
+ "type": "boolean",
+ "description": "Indicates if the first row is a header row to be formatted differently. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "borderStyle",
+ "type": "string",
+ "description": "Style of border for plain text tables: 'none', 'ascii', or 'unicode'. Defaults to 'ascii'. Ignored for HTML/Markdown.",
+ "required": false,
+ "defaultValue": "ascii"
+ },
+ {
+ "name": "headerStyle",
+ "type": "string",
+ "description": "Style of header formatting: 'bold', 'underline', or 'none'. Defaults to 'bold'.",
+ "required": false,
+ "defaultValue": "bold"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing 'formattedTable', a string of the formatted table in the requested format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate visually well-structured tables from raw tabular data within document generation, reporting, or UI presentation contexts. It supports transforming arrays or objects into formatted tables with customizable alignment and style in common output formats, facilitating readable content generation.",
+ "limitations": "Does not parse or validate complex nested data types; assumes uniform row structure. Not intended for large data processing or interactive table features.",
+ "examples": [
+ "Format a small dataset as a Markdown table with centered columns.",
+ "Create an HTML table from array-of-objects with bold headers.",
+ "Generate a plain text table using Unicode borders with right-aligned numeric columns."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "table",
+ "formatting",
+ "markdown",
+ "html",
+ "plain-text",
+ "data-display"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"tableData\":[{\"Name\":\"Alice\",\"Age\":30,\"City\":\"New York\"},{\"Name\":\"Bob\",\"Age\":25,\"City\":\"Los Angeles\"}],\"outputFormat\":\"markdown\",\"alignments\":[\"left\",\"center\",\"right\"],\"includeHeader\":true,\"borderStyle\":\"\",\"headerStyle\":\"bold\"}",
+ "description": "Format an array of objects as a Markdown table with left, center, and right alignments respectively."
+ },
+ {
+ "inputJson": "{\"tableData\":[[\"Product\",\"Price\",\"Stock\"],[\"Pen\",1.2,100],[\"Notebook\",2.5,200]],\"outputFormat\":\"html\",\"alignments\":[\"left\",\"right\",\"center\"],\"includeHeader\":true,\"borderStyle\":\"\",\"headerStyle\":\"underline\"}",
+ "description": "Format a 2D array table with header underline style as an HTML table."
+ },
+ {
+ "inputJson": "{\"tableData\":[[\"ID\",\"Score\"],[\"1\",88],[\"2\",92]],\"outputFormat\":\"plain\",\"alignments\":[\"left\",\"right\"],\"includeHeader\":true,\"borderStyle\":\"unicode\",\"headerStyle\":\"bold\"}",
+ "description": "Generate a plain text table with Unicode borders and bold headers, right-aligning the Score column."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Table",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatHTML",
+ "description": "Formats a given HTML string by properly indenting nested tags, optionally minifying or prettifying the HTML output. Accepts raw or poorly formatted HTML and produces clean, readable or compact HTML code according to parameters.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "html",
+ "type": "string",
+ "description": "Raw or unformatted HTML string input that needs formatting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentSize",
+ "type": "number",
+ "description": "Number of spaces to use per indentation level for pretty printing.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "useTabs",
+ "type": "boolean",
+ "description": "If true, indentation uses tabs instead of spaces.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "minify",
+ "type": "boolean",
+ "description": "If true, removes unnecessary whitespace and line breaks to produce compact HTML.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "preserveNewLines",
+ "type": "boolean",
+ "description": "If true, preserves meaningful new lines inside pre or code tags when formatting.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted HTML string as 'formattedHtml'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to clean up raw or badly formatted HTML code, for example when ingesting user-generated or legacy HTML content, before further editing, displaying, or processing. It helps generate consistent and readable or compact HTML according to user preferences.",
+ "limitations": "Does not validate or correct invalid HTML syntax or fix broken tags, only formats existing HTML structure. It cannot transform non-HTML input or parse scripts/styles for correctness.",
+ "examples": [
+ "Format a minified HTML snippet into readable indented code with 4 spaces indent.",
+ "Minify an already pretty HTML to reduce size before sending over network.",
+ "Preserve lines inside tags while pretty printing the rest."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "html",
+ "content-creation",
+ "prettify",
+ "minify",
+ "web",
+ "code"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"html\":\"\",\"indentSize\":4,\"useTabs\":false,\"minify\":false}",
+ "description": "Pretty print simple HTML with 4 spaces indentation."
+ },
+ {
+ "inputJson": "{\"html\":\"\",\"minify\":true}",
+ "description": "Minify HTML by removing extra whitespace and line breaks."
+ },
+ {
+ "inputJson": "{\"html\":\"Line1\\nLine2
Text
\",\"preserveNewLines\":true}",
+ "description": "Pretty print HTML but preserve new lines inside tag."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "HTML",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatMigration",
+ "description": "Formats database migration scripts or configuration files to adhere to specified coding standards and style guides. Accepts raw migration files or scripts as input, processes them to adjust indentation, naming conventions, and code layout, and outputs the formatted migration content ready for inclusion in a codebase or execution environment.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "migrationContent",
+ "type": "string",
+ "description": "The raw migration script or configuration content to format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The programming or scripting language of the migration content (e.g., SQL, JavaScript, Python).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleGuide",
+ "type": "string",
+ "description": "Identifier for the style guide or formatting standard to apply (e.g., 'Airbnb', 'PSR-2', 'Google').",
+ "required": false,
+ "defaultValue": "default"
+ },
+ {
+ "name": "indentStyle",
+ "type": "string",
+ "description": "Indentation style to use: 'spaces' or 'tabs'.",
+ "required": false,
+ "defaultValue": "spaces"
+ },
+ {
+ "name": "indentSize",
+ "type": "number",
+ "description": "Number of spaces or tabs to use per indentation level.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "lineEnding",
+ "type": "string",
+ "description": "Preferred line ending format: 'LF' or 'CRLF'.",
+ "required": false,
+ "defaultValue": "LF"
+ },
+ {
+ "name": "fixLintErrors",
+ "type": "boolean",
+ "description": "Whether to attempt fixing linting issues during formatting if tools allow.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted migration content string and a summary of formatting changes applied."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to standardize and format migration scripts or files before committing them to a repository, sharing with a team, or deploying. It is ideal to ensure consistent styling and reduce errors caused by inconsistent formatting in database or code migration tasks.",
+ "limitations": "This tool cannot validate the semantic correctness of migration scripts or guarantee that the migration will run successfully. It focuses only on formatting and style adjustments, not logic or syntax validation beyond basic formatting rules.",
+ "examples": [
+ "Format a raw SQL migration script according to the Google style guide with 4 space indents.",
+ "Adjust a JavaScript-based migration file using Airbnb style, tabs for indentation, and fix lint errors if possible.",
+ "Format a Python Alembic migration file using default style with 2 spaces and LF line endings."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "formatting",
+ "migration",
+ "database",
+ "code-style",
+ "devops",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"migrationContent\":\"CREATE TABLE users(id INT PRIMARY KEY, name VARCHAR(100));\",\"language\":\"SQL\",\"styleGuide\":\"Google\",\"indentStyle\":\"spaces\",\"indentSize\":4,\"lineEnding\":\"LF\",\"fixLintErrors\":false}",
+ "description": "Format a simple SQL migration script using Google style guide with 4 spaces indentation and LF line endings."
+ },
+ {
+ "inputJson": "{\"migrationContent\":\"module.exports = { up: function(knex) {return knex.schema.createTable('users', function(table) {table.increments('id').primary();table.string('name');});}, down: function(knex) {return knex.schema.dropTable('users');} };\",\"language\":\"JavaScript\",\"styleGuide\":\"Airbnb\",\"indentStyle\":\"tabs\",\"indentSize\":1,\"lineEnding\":\"LF\",\"fixLintErrors\":true}",
+ "description": "Format a JavaScript migration file using Airbnb style guide with tabs and fix lint errors."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Migration",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatTest",
+ "description": "Formats raw source code test snippets into a readable, standardized style according to specified test framework conventions (e.g., Jest, Mocha). Accepts string input of test code, language, and target framework, returning well-indented, cleanly styled test code as string output.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "testCode",
+ "type": "string",
+ "description": "Raw test code snippet as input to be formatted",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming language of the test code (e.g., 'javascript', 'typescript')",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "testFramework",
+ "type": "string",
+ "description": "Target test framework to format the code for (e.g., 'jest', 'mocha')",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentSize",
+ "type": "number",
+ "description": "Number of spaces used per indentation level",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "useTabs",
+ "type": "boolean",
+ "description": "Whether to use tabs instead of spaces for indentation",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with a single property 'formattedTestCode' containing the formatted test code string."
+ },
+ "aiAgent": {
+ "useCase": "Use when needing to convert raw or poorly formatted test code snippets into clean, readable, and standardized tests corresponding to the specified programming language and test framework. Useful for improving code readability, enforcing style guides, or preparing test code for integration into projects.",
+ "limitations": "Does not validate test logic correctness or test execution; focuses only on formatting style. Limited to known test frameworks and common languages. May not handle highly unconventional code structures.",
+ "examples": [
+ "Format a raw JavaScript test snippet into Jest style with 2 spaces indentation.",
+ "Convert a TypeScript Mocha test snippet to use tabs for indentation.",
+ "Standardize formatting for a messy JavaScript test code snippet targeting Mocha."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "test-code",
+ "code-style",
+ "unit-testing",
+ "javascript",
+ "typescript",
+ "jest",
+ "mocha"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"testCode\":\"test('adds numbers',()=>{expect(add(1,2)).toBe(3)})\",\"language\":\"javascript\",\"testFramework\":\"jest\",\"indentSize\":2,\"useTabs\":false}",
+ "description": "Format a simple JavaScript test snippet to Jest conventions with 2 spaces indentation."
+ },
+ {
+ "inputJson": "{\"testCode\":\"describe('math', function(){ it('adds',()=>{ expect(add(1,2)).to.equal(3); }) })\",\"language\":\"javascript\",\"testFramework\":\"mocha\",\"indentSize\":4,\"useTabs\":true}",
+ "description": "Format a JavaScript test snippet for Mocha with 4 spaces indentation replaced by tabs."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Test",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatDataset",
+ "description": "Formats a dataset by applying uniform data transformations such as trimming whitespace, standardizing date formats, normalizing numerical values, renaming fields, and filtering records based on criteria. Accepts input datasets as JSON arrays of objects and outputs the transformed dataset in the same structure.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "dataset",
+ "type": "array",
+ "description": "The input dataset to format, represented as an array of objects (records).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "trimWhitespace",
+ "type": "boolean",
+ "description": "Whether to trim leading and trailing whitespace from all string fields in the dataset.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "dateFormat",
+ "type": "string",
+ "description": "Target date format to standardize date fields (e.g., 'YYYY-MM-DD'). If empty, dates remain unchanged.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "numericNormalization",
+ "type": "string",
+ "description": "Method to normalize numeric fields: 'min-max', 'z-score', or empty for no normalization.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fieldRenames",
+ "type": "object",
+ "description": "Object mapping existing field names to new field names for renaming dataset keys.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "filterCriteria",
+ "type": "object",
+ "description": "Filter conditions specifying field-value pairs; records must match all to be included.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted dataset as an array of records under the 'formattedDataset' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to clean and standardize datasets before analysis or integration. It helps in preparing data by enforcing consistent formatting, simplifying downstream processing or visualization tasks. Ideal when handling raw data with inconsistent entries or varying formats.",
+ "limitations": "Cannot perform complex data validations or infer transformations automatically beyond specified parameters. Does not handle nested objects or arrays within dataset records.",
+ "examples": [
+ "Format a dataset by trimming whitespace and standardizing all date fields to 'YYYY-MM-DD'.",
+ "Rename fields 'fname' to 'firstName' and filter dataset to include only records where 'status' equals 'active'.",
+ "Normalize numerical fields using min-max scaling while cleaning string whitespace."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "dataset",
+ "data-cleaning",
+ "data-normalization",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataset\":[{\"name\":\" Alice \",\"dob\":\"12/31/1990\",\"score\":10},{\"name\":\"Bob\",\"dob\":\"1991-01-15\",\"score\":15}],\"trimWhitespace\":true,\"dateFormat\":\"YYYY-MM-DD\",\"numericNormalization\":\"min-max\",\"fieldRenames\":{\"name\":\"fullName\"},\"filterCriteria\":{}}",
+ "description": "Normalize dates to 'YYYY-MM-DD', trim whitespace, rename 'name' to 'fullName' and apply min-max normalization to scores."
+ },
+ {
+ "inputJson": "{\"dataset\":[{\"fname\":\"John\",\"status\":\"active\",\"age\":30},{\"fname\":\"Jane\",\"status\":\"inactive\",\"age\":25}],\"trimWhitespace\":false,\"dateFormat\":\"\",\"numericNormalization\":\"\",\"fieldRenames\":{\"fname\":\"firstName\"},\"filterCriteria\":{\"status\":\"active\"}}",
+ "description": "Rename field 'fname' to 'firstName' and filter dataset to include only records with status 'active'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Dataset",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatCSV",
+ "description": "Formats raw CSV data into a clean, consistent CSV string with options to customize delimiter, quote characters, line endings, and whether to include header rows. Accepts input as a CSV string or array of objects and outputs properly formatted CSV text suitable for file saving or data transfer.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "inputData",
+ "type": "string",
+ "description": "Raw CSV string or JSON array string to format into CSV.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "delimiter",
+ "type": "string",
+ "description": "Character to use as field delimiter (e.g., comma, semicolon).",
+ "required": false,
+ "defaultValue": ","
+ },
+ {
+ "name": "quoteChar",
+ "type": "string",
+ "description": "Character used to quote fields, typically double quotes (\").",
+ "required": false,
+ "defaultValue": "\""
+ },
+ {
+ "name": "includeHeaders",
+ "type": "boolean",
+ "description": "Whether to include column headers in output CSV (if input includes headers or an array of objects).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "lineEnding",
+ "type": "string",
+ "description": "String used for line breaks. Use '\\n' for Unix or '\\r\\n' for Windows.",
+ "required": false,
+ "defaultValue": "\\n"
+ }
+ ],
+ "returns": {
+ "type": "string",
+ "description": "A formatted CSV string matching the specified parameters, ready for file output or API transmission."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to standardize or reformat CSV data: for example, cleaning up inconsistent CSV inputs, changing delimiters, enforcing quoting, or preparing data for exporting or interoperation with CSV-consuming systems.",
+ "limitations": "Does not parse CSV into structured usable objects or validate data types; only formats given CSV or array input into consistent CSV text. Does not handle extremely large datasets efficiently in memory-limited environments.",
+ "examples": [
+ "Format raw CSV string by changing delimiter from comma to semicolon.",
+ "Convert array of objects to CSV string including headers with double quotes as quote characters.",
+ "Normalize line endings to Windows style and ensure all fields are properly quoted."
+ ]
+ },
+ "tags": [
+ "content",
+ "csv",
+ "formatting",
+ "data-cleaning",
+ "export",
+ "delimiter",
+ "quote",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputData\":\"name,age,city\\nAlice,30,New York\\nBob,25,Los Angeles\",\"delimiter\":\";\",\"quoteChar\":\"\\\"\",\"includeHeaders\":true,\"lineEnding\":\"\\r\\n\"}",
+ "description": "Convert a CSV string with commas to semicolon delimiters and Windows line endings."
+ },
+ {
+ "inputJson": "{\"inputData\":\"[{\\\"name\\\":\\\"Alice\\\",\\\"age\\\":30,\\\"city\\\":\\\"New York\\\"},{\\\"name\\\":\\\"Bob\\\",\\\"age\\\":25,\\\"city\\\":\\\"Los Angeles\\\"}]\",\"delimiter\":\",\",\"quoteChar\":\"\\\"\",\"includeHeaders\":true,\"lineEnding\":\"\\n\"}",
+ "description": "Format an array of objects into CSV with default comma delimiter and Unix line endings."
+ },
+ {
+ "inputJson": "{\"inputData\":\"name;age;city\\nAlice;30;New York\\nBob;25;Los Angeles\",\"delimiter\":\";\",\"quoteChar\":\"'\",\"includeHeaders\":true,\"lineEnding\":\"\\n\"}",
+ "description": "Format CSV string with semicolon delimiter, single quote character, and Unix line endings."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "CSV",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatJSON",
+ "description": "Formats a JSON string or object input to produce a properly indented and human-readable JSON string output. Accepts raw JSON string or an object, applies indentation with customizable number of spaces, and optionally sorts object keys alphabetically for consistent formatting.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "inputJSON",
+ "type": "string",
+ "description": "The JSON string or serialized JSON input to format. Must be valid JSON.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentationSpaces",
+ "type": "number",
+ "description": "Number of spaces used for indentation in the output JSON. Typical values are 2 or 4.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "sortKeys",
+ "type": "boolean",
+ "description": "If true, object keys are sorted alphabetically in the output for consistency.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "spaceAfterColon",
+ "type": "boolean",
+ "description": "If true, inserts a space after the colon in key-value pairs for readability.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted JSON string under 'formattedJSON' key. Throws error if input JSON is invalid."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to tidy up or normalize JSON data for display, logging, configuration files, or ensuring consistent formatting before storage or transmission. It helps produce readable JSON output with customizable styling.",
+ "limitations": "Cannot validate semantic correctness beyond JSON syntax. Cannot transform JSON data beyond formatting (e.g., cannot restructure data or change values). Does not process extremely large JSON strings efficiently.",
+ "examples": [
+ "Format a minified JSON string with 4 spaces indentation for readability.",
+ "Format JSON object input with sorted keys for consistent output.",
+ "Produce compact JSON by setting indentation to 0 and disabling extra spacing."
+ ]
+ },
+ "tags": [
+ "json",
+ "formatting",
+ "content-creation",
+ "pretty-print",
+ "data-formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputJSON\":\"{\\\"name\\\":\\\"Alice\\\",\\\"age\\\":30,\\\"city\\\":\\\"NY\\\"}\",\"indentationSpaces\":4,\"sortKeys\":true,\"spaceAfterColon\":true}",
+ "description": "Format a JSON string with 4-space indentation and keys sorted alphabetically."
+ },
+ {
+ "inputJson": "{\"inputJSON\":\"[1,2,3,4]\",\"indentationSpaces\":2,\"sortKeys\":false,\"spaceAfterColon\":true}",
+ "description": "Format a JSON array string with 2-space indentation without sorting keys."
+ },
+ {
+ "inputJson": "{\"inputJSON\":\"{\\\"b\\\":1,\\\"a\\\":2}\",\"indentationSpaces\":0,\"sortKeys\":true,\"spaceAfterColon\":false}",
+ "description": "Format JSON object with no indentation and no space after colon, sorting keys alphabetically for compactness."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "JSON",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatXML",
+ "description": "Formats an input XML string by applying consistent indentation and optional line breaks to improve readability. Accepts a raw XML string and returns a prettified XML string output. Can customize indentation style and size.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "xmlString",
+ "type": "string",
+ "description": "The raw XML string input that needs formatting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentationSize",
+ "type": "number",
+ "description": "Number of spaces to use per indentation level in the formatted output.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "useTabs",
+ "type": "boolean",
+ "description": "If true, uses tab characters for indentation instead of spaces.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "includeLineBreaks",
+ "type": "boolean",
+ "description": "Whether to include line breaks between elements for better readability.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted XML string under the key 'formattedXml'. If the input XML is invalid, an error message is included."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to transform raw, minified, or inconsistently formatted XML data into a human-readable, consistently indented XML format. This is useful for display, debugging, logging, or preparing XML content for editing and review.",
+ "limitations": "This tool does not validate XML syntax or correctness beyond basic structural assumptions and may not fix invalid XML. It only formats the XML string for readability without changing element ordering or content.",
+ "examples": [
+ "Format a compacted XML string to be readable with standard 2-space indentation.",
+ "Convert an XML string to use tabs for indentation instead of spaces for editor compatibility.",
+ "Format XML for display ensuring line breaks between elements are present."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "formatting",
+ "XML",
+ "prettify",
+ "indentation",
+ "data-rendering"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"xmlString\":\"valuevalue2\",\"indentationSize\":4,\"useTabs\":false,\"includeLineBreaks\":true}",
+ "description": "Format basic XML with 4 spaces indentation and line breaks."
+ },
+ {
+ "inputJson": "{\"xmlString\":\"value\",\"useTabs\":true}",
+ "description": "Format XML using tabs for indentation instead of spaces."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "XML",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatQuery",
+ "description": "Formats and standardizes database query strings according to specified style preferences. Accepts a raw query string and optional formatting options (such as indentation, uppercase keywords). Returns a clean, well-indented query string suitable for readability and consistent code style in SQL, NoSQL, or similar query languages.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "query",
+ "type": "string",
+ "description": "The raw database query string that needs formatting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The query language of the input (e.g., 'sql', 'mongodb', 'graphql').",
+ "required": false,
+ "defaultValue": "sql"
+ },
+ {
+ "name": "indentationSpaces",
+ "type": "number",
+ "description": "Number of spaces used for indentation of nested clauses or levels.",
+ "required": false,
+ "defaultValue": "4"
+ },
+ {
+ "name": "uppercaseKeywords",
+ "type": "boolean",
+ "description": "If true, SQL keywords or language reserved words will be uppercased in the output for clarity.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "newlineAroundOperators",
+ "type": "boolean",
+ "description": "If true, places newlines before or after major operators (e.g., AND, OR, JOIN) for better readability.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a formattedQuery string with the cleaned and nicely formatted query based on the inputs."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to clean up, reformat, or standardize database queries for better readability, consistency, or downstream processing. Useful in generating human-readable SQL or NoSQL queries from user input or legacy sources.",
+ "limitations": "Currently supports only a limited set of query languages and basic formatting options; does not perform semantic validation or optimization of queries.",
+ "examples": [
+ "Format this raw SQL query with 2-space indentation and uppercase keywords.",
+ "Reformat a MongoDB query string for better readability.",
+ "Standardize GraphQL queries with custom indentation and newlines around operators."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "query",
+ "SQL",
+ "NoSQL",
+ "code-style",
+ "database",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"query\":\"select id,name from users where age>30 and status='active' order by name desc\",\"language\":\"sql\",\"indentationSpaces\":2,\"uppercaseKeywords\":true,\"newlineAroundOperators\":true}",
+ "description": "Formats a basic SQL SELECT query with 2-space indentation and uppercase keywords."
+ },
+ {
+ "inputJson": "{\"query\":\"{ user(id: \\\"1\\\") { name, age, posts(limit:5) { title, date } } }\",\"language\":\"graphql\",\"indentationSpaces\":2,\"uppercaseKeywords\":false,\"newlineAroundOperators\":false}",
+ "description": "Formats a GraphQL query with 2-space indentation but without uppercasing keywords or extra newlines."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Query",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatEndpoint",
+ "description": "Formats raw API endpoint code snippets into consistent, readable, and standardized code blocks. Accepts endpoint definitions as strings in formats like REST or GraphQL, applies user-specified styling rules such as indentation size, syntax highlighting preference, and comment style, then outputs the formatted endpoint code as a string ready for integration or documentation.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "endpointCode",
+ "type": "string",
+ "description": "The raw code snippet defining the API endpoint to format. Can include REST, GraphQL, or similar endpoint code.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming or specification language of the endpoint code (e.g., 'REST', 'GraphQL', 'OpenAPI'). Used to apply correct syntax rules.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentationSize",
+ "type": "number",
+ "description": "Number of spaces to use for each indentation level in the formatted code.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "useTabs",
+ "type": "boolean",
+ "description": "Whether to use tabs instead of spaces for indentation.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "syntaxHighlighting",
+ "type": "boolean",
+ "description": "Whether to include syntax highlighting markup in the formatted output, for documentation purposes.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "commentStyle",
+ "type": "string",
+ "description": "Preferred comment style to apply ('line', 'block', or 'none') when formatting embedded comments in the endpoint code.",
+ "required": false,
+ "defaultValue": "line"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted endpoint code as a string, optionally including metadata such as detected language and formatting summary, suitable for display or further processing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have raw or inconsistent API endpoint code snippets that need formatting for better readability, consistency in documentation, or codebase integration. Helpful for preparing clean endpoint definitions in REST, GraphQL, or similar formats before publishing or sharing internally.",
+ "limitations": "This tool does not validate endpoint correctness or semantics; it only formats code syntax for readability. It also cannot generate endpoint definitions from descriptions or translate between API specification languages.",
+ "examples": [
+ "Format a raw REST endpoint code snippet with 4-space indentation and syntax highlighting.",
+ "Standardize GraphQL schema endpoint definitions to use tabs for indentation.",
+ "Convert endpoint code comments to block style formatting with 2 spaces indentation."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "api",
+ "endpoint",
+ "code",
+ "content-creation",
+ "documentation",
+ "rest",
+ "graphql"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"endpointCode\":\"GET /users/{id} HTTP/1.1\\nHost: api.example.com\\nAccept: application/json\",\"language\":\"REST\",\"indentationSize\":4,\"useTabs\":false,\"syntaxHighlighting\":true,\"commentStyle\":\"line\"}",
+ "description": "Format a simple REST endpoint snippet with 4 spaces indentation and syntax highlighting."
+ },
+ {
+ "inputJson": "{\"endpointCode\":\"type Query {\\nuser(id: ID!): User\\n}\",\"language\":\"GraphQL\",\"indentationSize\":2,\"useTabs\":true,\"syntaxHighlighting\":false,\"commentStyle\":\"block\"}",
+ "description": "Format a GraphQL query definition using tabs and block comment style without syntax highlighting."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Endpoint",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatSchema",
+ "description": "Formats a JSON schema string or object into a standardized, readable, and properly indented schema format. Accepts a JSON string or object representing a JSON Schema and returns a formatted JSON string with customizable indentation, ensuring consistent style suitable for documentation or further processing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "schemaInput",
+ "type": "string",
+ "description": "The input JSON Schema as a raw JSON string to be parsed and formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentation",
+ "type": "number",
+ "description": "Number of spaces to use for indentation in the formatted output. Typically 2 or 4.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "sortProperties",
+ "type": "boolean",
+ "description": "Whether to sort the properties of objects alphabetically to ensure consistent order in the output.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formattedSchema as a JSON string with applied indentation and property ordering."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to produce a clean, human-readable version of a JSON Schema for documentation, code generation, review, or debugging. It helps standardize the schema format and improves readability by enforcing consistent indentation and optional property sorting.",
+ "limitations": "This tool formats existing valid JSON Schema inputs but does not validate schema correctness or resolve references within the schema. It does not transform schema semantics or generate schemas from non-schema data.",
+ "examples": [
+ "Format a raw JSON Schema string into a neatly indented JSON string with 4 spaces indentation.",
+ "Format a JSON Schema object with sorted properties alphabetically for consistent documentation.",
+ "Reformat a minified schema string into human-readable form with default indentation."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "json",
+ "json-schema",
+ "content-creation",
+ "code-style"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"schemaInput\":\"{\\\"type\\\":\\\"object\\\",\\\"properties\\\":{\\\"b\\\":{\\\"type\\\":\\\"string\\\"},\\\"a\\\":{\\\"type\\\":\\\"number\\\"}}}\",\"indentation\":4,\"sortProperties\":true}",
+ "description": "Formats a JSON Schema string with 4 spaces indentation and properties sorted alphabetically."
+ },
+ {
+ "inputJson": "{\"schemaInput\":\"{\\\"type\\\":\\\"array\\\",\\\"items\\\":{\\\"type\\\":\\\"integer\\\"}}\",\"indentation\":2,\"sortProperties\":false}",
+ "description": "Formats a simple JSON Schema array type with 2 spaces indentation without sorting."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Schema",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatFunction",
+ "description": "Formats a given source code function string according to specified style rules. Accepts raw function code as a string and options such as indentation style, line width, and whether to use semicolons. Returns the formatted function code string, improved for readability and consistency with common coding standards.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "functionCode",
+ "type": "string",
+ "description": "The raw source code of the function to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentStyle",
+ "type": "string",
+ "description": "Indentation style to use: can be 'space' or 'tab'. Determines whether spaces or tabs are used for indentation.",
+ "required": false,
+ "defaultValue": "space"
+ },
+ {
+ "name": "indentSize",
+ "type": "number",
+ "description": "Number of spaces or tabs per indentation level. Ignored if indentStyle is 'tab'.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "maxLineWidth",
+ "type": "number",
+ "description": "Maximum line width before code lines are wrapped for better readability.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "useSemicolons",
+ "type": "boolean",
+ "description": "Whether to insert semicolons at the end of statements when applicable.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "braceStyle",
+ "type": "string",
+ "description": "Brace style to apply: '1tbs' (One True Brace Style), 'stroustrup', or 'allman'. Determines positioning of braces.",
+ "required": false,
+ "defaultValue": "1tbs"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted function code as a string under the key 'formattedFunction'. The output is syntactically equivalent to the input but follows the specified formatting options."
+ },
+ "aiAgent": {
+ "useCase": "This tool is useful when an AI agent needs to standardize or beautify code snippets of functions in various programming languages to improve readability, maintainability, or to conform to project style guidelines before displaying, storing, or further processing the code.",
+ "limitations": "The tool focuses on formatting a single function code string and does not perform linting, error checking, or transpilation. It may not fully support every edge-case syntax or all programming languages. It expects syntactically valid input function code.",
+ "examples": [
+ "Format a raw JavaScript function with 4 spaces indentation and 'allman' brace style.",
+ "Reformat a Python function string using tabs and a max line width of 100 characters.",
+ "Apply semicolon-less formatting to a TypeScript function code snippet with 2 spaces indent."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "code",
+ "function",
+ "beautify",
+ "code-style",
+ "source-code",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"functionCode\":\"function sum(a,b){return a+b}\",\"indentStyle\":\"space\",\"indentSize\":2,\"maxLineWidth\":80,\"useSemicolons\":true,\"braceStyle\":\"1tbs\"}",
+ "description": "Format a compact JavaScript function with standard 2-space indentation and semicolons."
+ },
+ {
+ "inputJson": "{\"functionCode\":\"def greet(name):\\n print(f'Hello, {name}')\",\"indentStyle\":\"tab\",\"indentSize\":1,\"maxLineWidth\":80,\"useSemicolons\":false,\"braceStyle\":\"1tbs\"}",
+ "description": "Format a Python function using tabs for indentation without semicolons."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Function",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatSpec",
+ "description": "This tool accepts a software or technical specification document as text or structured JSON input, formats it into a standardized, readable spec document according to chosen style guidelines (like Markdown, reStructuredText, or HTML), and outputs the formatted spec. It supports organizing sections, formatted code blocks, lists, and tables.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "inputSpec",
+ "type": "string",
+ "description": "The raw specification document content or structured data to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputFormat",
+ "type": "string",
+ "description": "Format of the input spec (e.g., 'plaintext', 'json'), to guide parsing if needed.",
+ "required": false,
+ "defaultValue": "plaintext"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format for the specification (e.g., 'markdown', 'html', 'rst').",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to generate and include a table of contents in the formatted spec.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "styleGuide",
+ "type": "string",
+ "description": "Optional style guide or template name to apply formatting rules from (e.g., 'default', 'IEEE', 'custom').",
+ "required": false,
+ "defaultValue": "default"
+ },
+ {
+ "name": "sectionOrdering",
+ "type": "array",
+ "description": "An optional array of strings defining the order of sections to appear in the output, if applicable.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted specification document as a string under 'formattedSpec', and metadata such as content type or format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to generate or reformat technical specification documents into clean, standardized formats suitable for sharing, documentation, or presentation. Ideal for transforming raw or loosely structured spec content into professional formatted outputs.",
+ "limitations": "Cannot fully interpret ambiguous or incomplete specification inputs; expects reasonably well-structured or clearly sectionalized input. Does not generate spec content from scratch, only formats provided content.",
+ "examples": [
+ "Format a JSON structured spec document into Markdown with a table of contents.",
+ "Convert a plaintext tech spec into HTML formatted document for web presentation.",
+ "Apply a custom style guide to a software specification and export as reStructuredText."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "formatting",
+ "documentation",
+ "specification",
+ "technical-document",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputSpec\":\"# API Spec\\n## Authentication\\nUse OAuth2.0.\\n## Endpoints\\n- /users\\n- /posts\",\"inputFormat\":\"plaintext\",\"outputFormat\":\"markdown\",\"includeTableOfContents\":true,\"styleGuide\":\"default\",\"sectionOrdering\":[] }",
+ "description": "Format a plain text API specification into Markdown with a table of contents."
+ },
+ {
+ "inputJson": "{\"inputSpec\":\"{\\\"title\\\":\\\"API Spec\\\",\\\"sections\\\":[{\\\"heading\\\":\\\"Authentication\\\",\\\"content\\\":\\\"Use OAuth2.0.\\\"},{\\\"heading\\\":\\\"Endpoints\\\",\\\"content\\\":\\\"/users, /posts\\\"}]}','inputFormat':'json','outputFormat':'html','includeTableOfContents':true,'styleGuide':'default','sectionOrdering':['Authentication','Endpoints'] }",
+ "description": "Format a JSON structured specification into an HTML document with sections ordered and a table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Spec",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatAPI",
+ "description": "Formats provided API specification code snippets according to a specified programming language style (e.g., JavaScript, Python) and style guideline. Accepts raw or partial API code text input, applies syntax formatting and indentation rules, and outputs clean, standardized API code for improved readability and maintainability.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "apiCode",
+ "type": "string",
+ "description": "The raw or partial API specification code snippet to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Target programming language or specification format for the API code (e.g., 'JavaScript', 'Python', 'OpenAPI').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleGuide",
+ "type": "string",
+ "description": "The style guideline to apply for formatting (e.g., 'Google', 'Airbnb', 'PEP8'); if unspecified, defaults to common conventions.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentSpaces",
+ "type": "number",
+ "description": "Number of spaces to use for indentation in the formatted code; overrides style guide indent if specified.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "preserveComments",
+ "type": "boolean",
+ "description": "Whether to preserve comments in the API code during formatting.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted API code as a string and any messages or warnings generated during formatting."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to cleanly format or standardize API code snippets or specifications for documentation, code review, or integration. It helps produce readable, style-consistent API code from raw or inconsistent inputs, supporting multiple languages and style guidelines.",
+ "limitations": "This tool formats the code text only; it does not validate semantic correctness or functional correctness of the API specification. It also cannot generate API code from scratch or fix logical errors.",
+ "examples": [
+ "Format a raw JavaScript API method snippet to Airbnb style.",
+ "Convert and format OpenAPI specification fragment to Google style indentation.",
+ "Clean and uniformly indent a Python Flask API route handler snippet."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "api",
+ "code",
+ "style",
+ "content-creation",
+ "programming",
+ "clean-code"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"apiCode\":\"function getUser(id){return fetch('/user/'+id)}\",\"language\":\"JavaScript\",\"styleGuide\":\"Airbnb\",\"indentSpaces\":2,\"preserveComments\":true}",
+ "description": "Formats a raw JavaScript API function snippet to conform with Airbnb style guidelines using 2-space indentation and preserving comments."
+ },
+ {
+ "inputJson": "{\"apiCode\":\"paths:\\n /users:\\n get:\\n summary: Retrieves list of users\\n\",\"language\":\"OpenAPI\",\"styleGuide\":\"Google\",\"indentSpaces\":4,\"preserveComments\":false}",
+ "description": "Formats an OpenAPI snippet with 4-space indentation according to Google style rules without preserving comments."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "API",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatModule",
+ "description": "Formats source code modules by applying consistent code styling rules. Accepts raw source code as input along with the programming language and style preferences. Outputs the formatted source code string adhering to the specified style guidelines.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "sourceCode",
+ "type": "string",
+ "description": "Raw source code string of the module to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming language of the source code (e.g., 'javascript', 'python', 'java').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleGuide",
+ "type": "string",
+ "description": "Named style guide to apply (e.g., 'Google', 'Airbnb', 'PEP8') or 'custom' for user-defined options.",
+ "required": false,
+ "defaultValue": "Google"
+ },
+ {
+ "name": "customRules",
+ "type": "object",
+ "description": "Optional object specifying custom formatting rules to override the style guide. Keys and values depend on the language/style guide.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "insertFinalNewline",
+ "type": "boolean",
+ "description": "Whether to ensure the file ends with a newline character.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "tabWidth",
+ "type": "number",
+ "description": "Number of spaces per indentation level.",
+ "required": false,
+ "defaultValue": "2"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted source code string and optionally a summary of changes made."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to automatically format source code modules to enforce consistent styling and improve readability before committing code, code reviews, or publishing. It helps prepare code fragments or whole files to match a given style guide or custom format rules.",
+ "limitations": "Cannot fix semantic or logic errors, only formats code styling. Style guide support may be limited to common languages and predefined guides. Custom rule complexity depends on implementation.",
+ "examples": [
+ "Format JavaScript module source code according to Airbnb style guide.",
+ "Format a Python module ensuring PEP8 compliance with 4 space indentation.",
+ "Format Java source code applying Google Java style with a final newline."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "code",
+ "module",
+ "styleguide",
+ "development",
+ "source-code",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceCode\":\"function sum(a,b){return a+b}\",\"language\":\"javascript\",\"styleGuide\":\"Airbnb\",\"insertFinalNewline\":true,\"tabWidth\":2}",
+ "description": "Formats a simple JavaScript function with Airbnb style guide and ensures a final newline."
+ },
+ {
+ "inputJson": "{\"sourceCode\":\"def add(a,b):\\n return a+b\",\"language\":\"python\",\"styleGuide\":\"PEP8\",\"tabWidth\":4}",
+ "description": "Formats Python function according to PEP8 with 4 space indentation."
+ },
+ {
+ "inputJson": "{\"sourceCode\":\"public class HelloWorld{public static void main(String[] args){System.out.println(\\\"Hello, World!\\\");}}\",\"language\":\"java\",\"styleGuide\":\"Google\",\"insertFinalNewline\":true}",
+ "description": "Formats a Java 'Hello World' class according to Google Java style guide, adding a final newline."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Module",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatReadme",
+ "description": "Formats a raw README markdown text or similar project description document by applying consistent styling, section ordering, and optional enhancement like badges or table of contents. Accepts raw markdown input and outputs cleaned, well-structured, and standardized markdown ready for repositories or documentation sites.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "rawMarkdown",
+ "type": "string",
+ "description": "The original README content in markdown format to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleGuide",
+ "type": "string",
+ "description": "Optional style guide preset name to apply formatting rules (e.g., 'GitHub', 'Standard','Custom').",
+ "required": false,
+ "defaultValue": "GitHub"
+ },
+ {
+ "name": "includeToc",
+ "type": "boolean",
+ "description": "Whether to add or update a Table of Contents based on headings.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "addBadges",
+ "type": "array",
+ "description": "An array of badge markdown strings to prepend to the README (e.g., build status, license badges).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "reorderSections",
+ "type": "array",
+ "description": "An array defining desired order of main sections by heading titles (e.g., ['Introduction','Installation','Usage','Contributing','License']).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum line length for wrapping text lines; 0 means no wrapping.",
+ "required": false,
+ "defaultValue": "80"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted README markdown as a string under 'formattedMarkdown'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to standardize and improve the structure and presentation of README files or project documentation in markdown format. Helpful for cleaning up inconsistent formatting, adding table of contents, or preparing docs for open source release or publication.",
+ "limitations": "The tool does not validate markdown syntax beyond formatting, nor does it create content or fix spelling and grammar. It also cannot interpret deeply nested document logic or insert dynamic content beyond badges and TOC.",
+ "examples": [
+ "Format a raw README to GitHub style, include TOC and badges.",
+ "Reorder README sections to a specified sequence and wrap lines at 100 characters.",
+ "Format a README without TOC or badges, preserving original section order."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "formatting",
+ "markdown",
+ "readme",
+ "documentation",
+ "developer-tools",
+ "open-source"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawMarkdown\":\"# My Project\\nThis is a sample README.\\n## Usage\\nRun the app.\",\"styleGuide\":\"GitHub\",\"includeToc\":true,\"addBadges\":[\"\"],\"reorderSections\":[\"Introduction\",\"Usage\"],\"maxLineLength\":80}",
+ "description": "Format a basic README with GitHub style, adding TOC and build status badge, reorder Introduction and Usage sections."
+ },
+ {
+ "inputJson": "{\"rawMarkdown\":\"# Project\\nSome description\",\"styleGuide\":\"Standard\",\"includeToc\":false,\"addBadges\":[],\"reorderSections\":[],\"maxLineLength\":0}",
+ "description": "Format README to Standard style without TOC or badges, no line wrapping."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatComponent",
+ "description": "Formats source code components such as classes, functions, or modules in supported programming languages. Accepts raw component code and formatting options, applies consistent indentation, spacing, and style conventions, and outputs the formatted code string ready for inclusion in larger codebases.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "componentCode",
+ "type": "string",
+ "description": "The raw source code of the component to format, as a string.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming language of the component code (e.g., 'javascript', 'python', 'java').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleGuide",
+ "type": "string",
+ "description": "Optional coding style guide or preset to follow (e.g., 'Airbnb', 'Google', 'PEP8').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentSize",
+ "type": "number",
+ "description": "Number of spaces to use per indentation level. Defaults to 2.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "useTabs",
+ "type": "boolean",
+ "description": "Whether to use tabs for indentation instead of spaces.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "semiColon",
+ "type": "boolean",
+ "description": "Whether to enforce semicolons at the end of statements (where applicable).",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with the formatted component code as a string and optional parsing warnings or errors."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have raw or inconsistently styled source code for a component in a supported programming language and want to produce a clean, stylistically consistent formatted version following a specified style guide or customized formatting parameters. This helps maintain codebase quality and readability.",
+ "limitations": "Cannot fix semantic or functional code errors; focuses solely on stylistic formatting. Limited to supported languages and recognized style guides or presets. Does not generate documentation or analyze code logic.",
+ "examples": [
+ "Format a raw JavaScript function component using the Airbnb style guide.",
+ "Format a Python class code string enforcing 4-space indentation and PEP8 style.",
+ "Format a Java method with tabs instead of spaces for indentation and no semicolons (if language allows)."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "code",
+ "component",
+ "source-code",
+ "style",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"componentCode\":\"function add(a,b){return a+b}\",\"language\":\"javascript\",\"styleGuide\":\"Airbnb\",\"indentSize\":2,\"useTabs\":false,\"semiColon\":true}",
+ "description": "Format a JavaScript function to Airbnb style with 2 spaces indentation and semicolons."
+ },
+ {
+ "inputJson": "{\"componentCode\":\"class Person:\\n def __init__(self,name):\\n self.name=name\",\"language\":\"python\",\"styleGuide\":\"PEP8\",\"indentSize\":4,\"useTabs\":false}",
+ "description": "Format a Python class to PEP8 style with 4 spaces indentation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Component",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatCode",
+ "description": "This tool takes source code as input, automatically formats it according to specified language style guidelines, and outputs the cleaned, consistently styled code. It supports multiple programming languages and customizable indentation, line length, and brace style settings to produce readable, standardized code blocks.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "sourceCode",
+ "type": "string",
+ "description": "The raw source code text that needs formatting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming language of the source code to apply appropriate formatting rules (e.g., 'javascript', 'python', 'java').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentationStyle",
+ "type": "string",
+ "description": "Style of indentation, such as 'spaces' or 'tabs'.",
+ "required": false,
+ "defaultValue": "spaces"
+ },
+ {
+ "name": "indentationSize",
+ "type": "number",
+ "description": "Number of spaces or tabs used for each indentation level.",
+ "required": false,
+ "defaultValue": "4"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum allowed line length before wrapping the code lines.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "braceStyle",
+ "type": "string",
+ "description": "Brace placement style, e.g., '1tbs', 'allman', or 'stroustrup'.",
+ "required": false,
+ "defaultValue": "1tbs"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted code as a string and a summary of formatting changes applied."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when raw or poorly formatted source code needs to be cleaned for readability, consistency, or to adhere to language-specific style guidelines before review or production deployment. It is especially useful for automated code formatting in CI/CD pipelines or IDE integrations.",
+ "limitations": "This tool reformats code style but does not perform semantic analysis, linting error detection, or code correctness checks. It supports common languages but may not cover every language syntax or variant.",
+ "examples": [
+ "Format a JavaScript snippet with 2 spaces indentation and max line length 100.",
+ "Format Python code with tabs indentation following PEP 8 style.",
+ "Format Java code using Allman brace style and 4 spaces indentation."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "code",
+ "programming",
+ "style",
+ "software development"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceCode\":\"function foo(){console.log('hello');}\",\"language\":\"javascript\",\"indentationStyle\":\"spaces\",\"indentationSize\":2,\"maxLineLength\":100,\"braceStyle\":\"1tbs\"}",
+ "description": "Format minimal JavaScript code with 2-space indentation"
+ },
+ {
+ "inputJson": "{\"sourceCode\":\"def foo():\\n print('hello')\",\"language\":\"python\",\"indentationStyle\":\"tabs\",\"indentationSize\":1,\"maxLineLength\":80,\"braceStyle\":\"\"}",
+ "description": "Format Python code with tab indentation following PEP 8 standards"
+ },
+ {
+ "inputJson": "{\"sourceCode\":\"public class Main{public static void main(String[] args){System.out.println(\\\"Hello\\\");}}\",\"language\":\"java\",\"indentationStyle\":\"spaces\",\"indentationSize\":4,\"maxLineLength\":80,\"braceStyle\":\"allman\"}",
+ "description": "Format Java code snippet with Allman brace style and 4 spaces indentation"
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Code",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatFAQ",
+ "description": "Formats a list of FAQ entries into a structured, user-friendly FAQ document. Accepts input as an array of objects, each with a question and answer, and produces a formatted string output with optional styling and numbering.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "faqEntries",
+ "type": "array",
+ "description": "An array of objects each containing 'question' and 'answer' strings representing FAQ items to format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Output format style, such as 'markdown', 'html', or 'plainText' to control formatting syntax.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "numbered",
+ "type": "boolean",
+ "description": "Whether to number the FAQ entries sequentially. Defaults to false (bulleted style).",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "includeHeading",
+ "type": "boolean",
+ "description": "Whether to include a main heading 'Frequently Asked Questions' at the start of the output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxItems",
+ "type": "number",
+ "description": "Maximum number of FAQ entries to include in the output. If set, truncates the list to this number.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing 'formattedFAQ' string which is the complete formatted FAQ document in the specified style."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate a clean, formatted FAQ section from raw question-answer pairs in various output formats like markdown for docs, HTML for web pages, or plaintext for simple display, optionally with numbering and a main heading.",
+ "limitations": "Does not generate content itself; requires pre-existing questions and answers. Formatting styles are limited to basic markdown, HTML, or plain text and may not support advanced styling or nested elements.",
+ "examples": [
+ "Format an FAQ array into a markdown document with numbered questions.",
+ "Create a plain text FAQ list without numbering or heading, limited to top 5 questions.",
+ "Generate an HTML formatted FAQ with heading and unnumbered entries."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "content-creation",
+ "FAQ",
+ "documentation",
+ "markdown",
+ "html",
+ "plainText"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"faqEntries\":[{\"question\":\"What is your return policy?\",\"answer\":\"You can return any item within 30 days of purchase.\"},{\"question\":\"Do you offer technical support?\",\"answer\":\"Yes, 24/7 technical support is available.\"}],\"style\":\"markdown\",\"numbered\":true,\"includeHeading\":true}",
+ "description": "Format two FAQ items as a numbered markdown FAQ document including a heading."
+ },
+ {
+ "inputJson": "{\"faqEntries\":[{\"question\":\"How to reset my password?\",\"answer\":\"Click 'Forgot Password' on the login page and follow instructions.\"},{\"question\":\"Is there a mobile app?\",\"answer\":\"Yes, available on both Android and iOS.\"}],\"style\":\"plainText\",\"numbered\":false,\"includeHeading\":false}",
+ "description": "Format a simple plain text FAQ without heading or numbering."
+ },
+ {
+ "inputJson": "{\"faqEntries\":[{\"question\":\"Where are you located?\",\"answer\":\"Our headquarters are in New York.\"}],\"style\":\"html\",\"numbered\":false,\"includeHeading\":true}",
+ "description": "Generate a single entry FAQ formatted as HTML with a heading and bulleted entry."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatChecklist",
+ "description": "Formats a checklist from a list of items and metadata into a standardized text or markdown document. Accepts an array of checklist items, each with optional status and description, and outputs a formatted checklist string with configurable options including output style, item prefixes, and status indicators.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "items",
+ "type": "array",
+ "description": "An array of checklist items, each item is an object with 'text' (string), optional 'isChecked' (boolean), and optional 'description' (string).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The format of the output checklist document, e.g., 'markdown' or 'plainText'.",
+ "required": false,
+ "defaultValue": "\"markdown\""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title string to be included at the top of the checklist.",
+ "required": false,
+ "defaultValue": "\"\""
+ },
+ {
+ "name": "includeDescriptions",
+ "type": "boolean",
+ "description": "Whether to include item descriptions below each checklist item.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "checkedSymbol",
+ "type": "string",
+ "description": "Symbol or string to use for checked items (default is 'x' for markdown).",
+ "required": false,
+ "defaultValue": "\"x\""
+ },
+ {
+ "name": "uncheckedSymbol",
+ "type": "string",
+ "description": "Symbol or string to use for unchecked items (default is space for markdown).",
+ "required": false,
+ "defaultValue": "\" \""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with a single 'formattedChecklist' string property containing the formatted checklist document."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating or formatting checklists for documentation, project management, or task tracking. It helps create consistent checklist output in markdown or plain text from raw checklist item data, supporting features like checked states, descriptions, and titles to improve clarity and presentation.",
+ "limitations": "This tool only formats checklist items into text formats (markdown or plain text). It does not integrate with external task management systems, does not support interactive or dynamic checklist behavior, and does not generate complex document formats like PDF or HTML with styling.",
+ "examples": [
+ "Generate a markdown checklist with items and checkboxes from item data including checked states.",
+ "Create a plain text checklist with a title, without item descriptions, using custom symbols for checkboxes.",
+ "Format a checklist including item descriptions displayed below each item in markdown format."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "formatting",
+ "checklist",
+ "markdown",
+ "task-management",
+ "document"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"items\":[{\"text\":\"Install dependencies\",\"isChecked\":true},{\"text\":\"Run tests\",\"isChecked\":false},{\"text\":\"Deploy to production\",\"isChecked\":false}],\"outputFormat\":\"markdown\",\"title\":\"Release Checklist\",\"includeDescriptions\":false}",
+ "description": "Format a checklist in markdown with a title and checked states."
+ },
+ {
+ "inputJson": "{\"items\":[{\"text\":\"Buy groceries\",\"isChecked\":false,\"description\":\"Remember to buy fruits and veggies.\"},{\"text\":\"Call plumber\",\"isChecked\":true,\"description\":\"Fix kitchen sink leak.\"}],\"outputFormat\":\"markdown\",\"title\":\"Home Tasks\",\"includeDescriptions\":true}",
+ "description": "Format a markdown checklist including item descriptions below each item."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatTemplate",
+ "description": "Formats a provided document template by applying consistent styles, placeholders formatting, and layout adjustments. Accepts a template string with placeholders, formatting options, and outputs a formatted template string ready for content insertion or presentation.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "templateString",
+ "type": "string",
+ "description": "The raw template text which may include placeholders or tokens to format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The style preset to apply such as 'formal', 'casual', or 'business'.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "placeholderFormat",
+ "type": "string",
+ "description": "The formatting style for placeholders, e.g., double curly braces '{{placeholder}}', angle brackets ''.",
+ "required": false,
+ "defaultValue": "{{}}"
+ },
+ {
+ "name": "indentationSpaces",
+ "type": "number",
+ "description": "Number of spaces to use for indentation in the formatted template.",
+ "required": false,
+ "defaultValue": "4"
+ },
+ {
+ "name": "capitalizeHeadings",
+ "type": "boolean",
+ "description": "Whether to capitalize all headings within the template.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "lineSpacing",
+ "type": "number",
+ "description": "Number of line breaks between paragraphs or sections.",
+ "required": false,
+ "defaultValue": "1"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted template string as 'formattedTemplate'. This template is consistently styled and ready for content insertion."
+ },
+ "aiAgent": {
+ "useCase": "This tool should be used when an AI needs to prepare or normalize document templates by applying stylistic rules and placeholder formatting to ensure consistency before content insertion or distribution. It helps automate template standardization for reports, letters, emails, or other documents.",
+ "limitations": "It does not fill in placeholder values; it only formats the template structure and style. It cannot interpret or validate the correctness of placeholders' semantics.",
+ "examples": [
+ "Format the supplied email template to have formal style with double curly braces for placeholders.",
+ "Apply business style template formatting using angle brackets for placeholders with 2 spaces indentation.",
+ "Produce a casually styled template with capitalized headings and single line spacing."
+ ]
+ },
+ "tags": [
+ "content",
+ "template",
+ "formatting",
+ "document",
+ "style",
+ "placeholder",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"templateString\":\"Dear {{recipient}},\\n\\nWe are pleased to offer you the position at our company.\",\"style\":\"formal\",\"placeholderFormat\":\"{{}}\",\"indentationSpaces\":4,\"capitalizeHeadings\":true,\"lineSpacing\":1}",
+ "description": "Format a job offer letter template with formal style and standard placeholder formatting."
+ },
+ {
+ "inputJson": "{\"templateString\":\"Hello ,\\nPlease find your invoice below.\",\"style\":\"business\",\"placeholderFormat\":\"<>\"}",
+ "description": "Apply business style formatting with angle bracket placeholders on an invoice template."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatSummary",
+ "description": "Formats a plain text summary to improve readability and presentation based on specified style options. It accepts a raw text summary along with formatting preferences such as maximum line length, bullet style for lists, and capitalization rules, then outputs a well-structured, formatted summary string.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "rawSummary",
+ "type": "string",
+ "description": "The input plain text summary that needs formatting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum length of each line in characters to wrap text appropriately. Use 0 for no wrapping.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "bulletStyle",
+ "type": "string",
+ "description": "Character(s) to use as bullet points for list items, e.g., '-', '*', or numbered lists.",
+ "required": false,
+ "defaultValue": "-"
+ },
+ {
+ "name": "capitalizeFirstLetter",
+ "type": "boolean",
+ "description": "Whether to capitalize the first letter of each sentence in the summary.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "trimExtraWhitespace",
+ "type": "boolean",
+ "description": "Whether to remove extra spaces and normalize spacing in the summary.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted summary as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have an unformatted or minimally formatted text summary that needs to be cleaned up for readability and presentation. Ideal for preparing summaries extracted from raw content or AI-generated text for reports, emails, or documentation where consistent formatting is required.",
+ "limitations": "This tool does not generate summaries or analyze content meaning, it only reformats existing plain text summaries. It does not support complex document structures such as tables or images.",
+ "examples": [
+ "Format a summary text for a project report with 60 character line length and bullet points as '*'.",
+ "Clean up a rough summary removing extra spaces and capitalizing sentences.",
+ "Format a raw meeting summary text with no line length limit and dashes as bullets."
+ ]
+ },
+ "tags": [
+ "content",
+ "formatting",
+ "summary",
+ "text",
+ "presentation",
+ "cleanup"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawSummary\":\"project status update includes the following points\\n- schedule on track \\n- budget under review \\n- risks identified\",\"maxLineLength\":60,\"bulletStyle\":\"*\",\"capitalizeFirstLetter\":true,\"trimExtraWhitespace\":true}",
+ "description": "Formats a project status update summary to 60 chars per line, using '*' bullet points and proper sentence capitalization."
+ },
+ {
+ "inputJson": "{\"rawSummary\":\"this is a raw summary with inconsistent spacing. it should be cleaned.\",\"maxLineLength\":80,\"bulletStyle\":\"-\",\"capitalizeFirstLetter\":true,\"trimExtraWhitespace\":true}",
+ "description": "Cleans extra spaces and capitalizes first letters in a short summary with no specific line length wrapping."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatBrief",
+ "description": "Formats a textual brief document by structuring its sections, applying consistent headings, and ensuring readability. Accepts raw brief text as input, processes it to identify headings, bullet points, and paragraphs, and outputs a cleanly formatted brief suitable for presentation or sharing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "rawText",
+ "type": "string",
+ "description": "The unformatted brief text input to be structured and formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "headingStyle",
+ "type": "string",
+ "description": "The style of headings to apply (e.g., 'bold', 'underline', 'uppercase').",
+ "required": false,
+ "defaultValue": "bold"
+ },
+ {
+ "name": "bulletStyle",
+ "type": "string",
+ "description": "Type of bullet points to use ('dash', 'asterisk', 'numbered').",
+ "required": false,
+ "defaultValue": "dash"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum characters per line for text wrapping and readability.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "applyNumbering",
+ "type": "boolean",
+ "description": "Whether to number main sections automatically.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted brief text as a single string with applied structure and styles."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to convert raw brief text into a well-structured, easy-to-read document, such as when preparing executive summaries or project briefs. It helps ensure consistent formatting before output or sharing.",
+ "limitations": "This tool formats the structure and appearance but does not rewrite or summarize the content, and cannot correct factual or grammatical errors.",
+ "examples": [
+ "Format raw project brief text to a polished document with bold headings.",
+ "Apply numbered sections and dash-style bullet points to a meeting brief.",
+ "Wrap lines at 60 characters and use uppercase headings for emphasis."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "document",
+ "brief",
+ "content-creation",
+ "text-processing",
+ "structure"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawText\":\"Project Overview\\nThis project aims to improve user engagement.\\nKey Goals:\\n- Increase retention\\n- Enhance UI\\nTimeline\\nQ1: Research\\nQ2: Design\\nQ3: Development\",\"headingStyle\":\"bold\",\"bulletStyle\":\"dash\",\"maxLineLength\":80,\"applyNumbering\":true}",
+ "description": "Formats a project brief with bold headings, dash bullets, line wrapping at 80 chars, and numbered sections."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatMinutes",
+ "description": "Formats raw meeting minutes text into a clean, standardized minutes document. Accepts raw text or JSON segments of notes, processes sections like attendees, agenda, discussions, decisions, and action items, and outputs a well-structured formatted meeting minutes document in text or Markdown format.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "rawMinutes",
+ "type": "string",
+ "description": "Raw meeting notes text or JSON string representing meeting segments to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "Desired output format style, e.g., 'text', 'markdown', or 'html'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeSections",
+ "type": "array",
+ "description": "List of sections to include in the formatted output (e.g., ['attendees','agenda','decisions','actionItems']).",
+ "required": false,
+ "defaultValue": "[\"attendees\",\"agenda\",\"discussions\",\"decisions\",\"actionItems\"]"
+ },
+ {
+ "name": "dateFormat",
+ "type": "string",
+ "description": "Date format string to display dates consistently (e.g., 'YYYY-MM-DD').",
+ "required": false,
+ "defaultValue": "YYYY-MM-DD"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title to include at the top of the formatted meeting minutes document.",
+ "required": false,
+ "defaultValue": "Meeting Minutes"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted meeting minutes as a string under 'formattedMinutes' key, and optionally the used format style under 'formatStyle'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have unstructured or semi-structured meeting notes that need to be converted into a professional, readable meeting minutes document for sharing or archiving. It standardizes key sections like attendees, agenda, discussion points, decisions made, and action items into a clear and organized format.",
+ "limitations": "This tool does not transcribe audio or verify factual content; it relies on the input notes quality. It cannot interpret ambiguous or incomplete notes beyond basic formatting.",
+ "examples": [
+ "Format raw meeting notes text into Markdown meeting minutes.",
+ "Generate a text-only formatted document from JSON segments of meeting notes.",
+ "Include only specific sections like attendees and action items in the output."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "formatting",
+ "meeting-minutes",
+ "document",
+ "productivity",
+ "collaboration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawMinutes\":\"Attendees: Alice, Bob\\nAgenda: Project kickoff\\nDiscussion: Reviewed project scope and deliverables.\\nDecisions: Approved timeline \\nAction Items: Bob to create project plan by next week.\",\"formatStyle\":\"markdown\",\"includeSections\":[\"attendees\",\"agenda\",\"discussions\",\"decisions\",\"actionItems\"],\"dateFormat\":\"YYYY-MM-DD\",\"title\":\"Project Kickoff Meeting\"}",
+ "description": "Formats raw meeting notes into a Markdown structured minutes document including all standard sections."
+ },
+ {
+ "inputJson": "{\"rawMinutes\":\"{\\\"attendees\\\": [\\\"Alice\\\", \\\"Bob\\\"], \\\"agenda\\\": [\\\"Project kickoff\\\"], \\\"decisions\\\": [\\\"Approved timeline\\\"]}\",\"formatStyle\":\"text\",\"includeSections\":[\"attendees\",\"agenda\",\"decisions\"],\"dateFormat\":\"MM/DD/YYYY\",\"title\":\"Kickoff Meeting\"}",
+ "description": "Formats meeting notes provided as JSON segments into a plain text minutes document, including only attendees, agenda, and decisions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatTranscript",
+ "description": "Formats raw transcript text into well-structured formats such as plain text with timestamps, subtitle files (SRT), or JSON for easier readability or integration. Accepts raw transcript input with optional timestamps and speaker labels, processes formatting according to specified style and output type, and returns the formatted transcript as a string.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "rawTranscript",
+ "type": "string",
+ "description": "The raw transcript text input possibly containing timestamps and speaker labels.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format: e.g., 'plain' for readable text, 'srt' for subtitles, or 'json' for structured data.",
+ "required": true,
+ "defaultValue": "plain"
+ },
+ {
+ "name": "includeTimestamps",
+ "type": "boolean",
+ "description": "Whether to include timestamps in the output when supported by the format.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeSpeakerLabels",
+ "type": "boolean",
+ "description": "Whether to include speaker labels in the output if present in input, supported by format.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "timestampFormat",
+ "type": "string",
+ "description": "Format for timestamps if included, e.g., 'HH:MM:SS,ms' for SRT or 'HH:MM:SS' for plain text.",
+ "required": false,
+ "defaultValue": "HH:MM:SS"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum characters per line for plain text output to improve readability.",
+ "required": false,
+ "defaultValue": "80"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted transcript string under 'formattedTranscript' key and the format used under 'format' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when raw, unstructured transcript text from audio or video sources needs to be converted into a standardized readable format such as subtitles (SRT), plain readable text, or structured JSON for integration with other applications. Ideal for preparing transcripts for publishing, editing, or subtitle generation.",
+ "limitations": "Does not perform transcription or speech-to-text itself, only formats existing transcript text. Cannot correct transcription errors or add timestamps if not present in input. Formatting output is limited to supported styles (plain, SRT, JSON).",
+ "examples": [
+ "Format a raw meeting transcript into an SRT subtitle file for video.",
+ "Convert an interview transcript into readable plain text with timestamps.",
+ "Generate a JSON structured transcript from raw speaker-labeled text."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "transcript",
+ "formatting",
+ "subtitle",
+ "srt",
+ "text",
+ "json",
+ "media"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawTranscript\":\"[00:00:01] Speaker 1: Hello, this is the start.\\n[00:00:05] Speaker 2: Hi! Glad to be here.\",\"outputFormat\":\"srt\",\"includeTimestamps\":true,\"includeSpeakerLabels\":true}",
+ "description": "Convert raw transcript including timestamps and speaker labels into an SRT subtitle format."
+ },
+ {
+ "inputJson": "{\"rawTranscript\":\"Speaker 1: Welcome everyone to the session. Speaker 2: Thank you!\",\"outputFormat\":\"plain\",\"includeTimestamps\":false,\"includeSpeakerLabels\":true,\"maxLineLength\":50}",
+ "description": "Format raw transcript into plain readable text without timestamps, preserving speaker labels and wrapping lines to 50 characters."
+ },
+ {
+ "inputJson": "{\"rawTranscript\":\"[00:00:01] Speaker 1: Good morning.\\n[00:00:04] Speaker 2: Morning!\",\"outputFormat\":\"json\",\"includeTimestamps\":true,\"includeSpeakerLabels\":true}",
+ "description": "Output transcript as a JSON object including timestamps and speaker labeling for integration with applications."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatReleaseNotes",
+ "description": "Formats raw release notes text or structured release information into a clean, professional, and standardized release notes document. Accepts plain text or release data object inputs, processes styling, sections, and versioning info, and outputs formatted markdown or HTML release notes suitable for publication.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "releaseData",
+ "type": "object",
+ "description": "Structured release information including version, date, highlights, fixes, and other notes.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the release notes document, e.g., 'markdown' or 'html'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeSections",
+ "type": "array",
+ "description": "Array of section names to include like ['Features','Bug Fixes','Known Issues']. If empty, includes all available sections.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeVersionHeader",
+ "type": "boolean",
+ "description": "Whether to include version and date header in the formatted output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxEntryLength",
+ "type": "number",
+ "description": "Maximum character length allowed per entry, longer entries will be truncated with ellipsis.",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted release notes string and metadata such as content type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent receives either raw text or structured data for software release notes and needs to produce a polished, well-structured document in markdown or HTML, suitable for users, stakeholders, or publication on release platforms.",
+ "limitations": "This tool does not generate release notes content from unstructured changelogs or code diffs; it only formats provided release data or text. It cannot perform natural language summarization or content creation beyond formatting and truncation.",
+ "examples": [
+ "Format a JSON release notes object into markdown, including only Features and Bug Fixes sections.",
+ "Produce HTML formatted release notes for version 2.1.0, including the version header.",
+ "Format plain text release notes input, truncating long entries to 300 characters."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "release notes",
+ "content creation",
+ "documentation",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"releaseData\":{\"version\":\"1.4.2\",\"date\":\"2024-05-20\",\"Features\":[\"Added new dashboard widgets\",\"Improved login security\"],\"Bug Fixes\":[\"Fixed crash on startup\",\"Resolved UI overlap issue\"],\"Known Issues\":[\"Minor delay in notifications\"]},\"outputFormat\":\"markdown\",\"includeSections\":[\"Features\",\"Bug Fixes\"],\"includeVersionHeader\":true,\"maxEntryLength\":500}",
+ "description": "Formats structured release data into markdown including only Features and Bug Fixes sections with version header."
+ },
+ {
+ "inputJson": "{\"releaseData\":{\"version\":\"3.0.0\",\"date\":\"2024-06-01\",\"Highlights\":[\"Complete UI overhaul\",\"Performance improvements\"],\"Bug Fixes\":[\"Fixed memory leak in module X\"]},\"outputFormat\":\"html\",\"includeSections\":[],\"includeVersionHeader\":true,\"maxEntryLength\":300}",
+ "description": "Formats full release notes in HTML, truncating entries longer than 300 characters, including all sections with version header."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "ReleaseNotes",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatChangelog",
+ "description": "This tool accepts a raw changelog text or object representing software release notes, parses and formats it into a standardized, clean, and markdown-compatible changelog document. It supports customizable formatting styles and output as string or JSON object, facilitating consistent release documentation publishing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "rawChangelog",
+ "type": "string",
+ "description": "The raw changelog content as unformatted text or markdown string. Required.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "version",
+ "type": "string",
+ "description": "The version number of the release to include in the changelog header. Optional; leaves header generic if empty.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "releaseDate",
+ "type": "string",
+ "description": "The release date in ISO format (YYYY-MM-DD) to include in the changelog header. Optional.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "Specifies the output formatting style (e.g., 'markdown', 'html', 'plaintext'). Defaults to 'markdown'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeSections",
+ "type": "array",
+ "description": "An array of changelog sections to include such as ['Added','Changed','Fixed']. If empty or omitted, includes all detected sections.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputType",
+ "type": "string",
+ "description": "The output format: 'string' returns formatted changelog text; 'json' returns structured JSON object representing the changelog. Default is 'string'.",
+ "required": false,
+ "defaultValue": "string"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns the formatted changelog content as a string or structured JSON object with version, date, and categorized changes depending on outputType."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an agent needs to transform raw or inconsistently formatted changelog input into a clean, standardized, well-structured changelog document for display, release notes, or publication. Helpful for automating changelog generation in CI/CD pipelines or software documentation workflows.",
+ "limitations": "Cannot automatically generate changelog content from commit history or tickets; input changelog content must be provided. Does not translate or summarize changelog entries.",
+ "examples": [
+ "Format a raw changelog string into markdown with version and date headers.",
+ "Generate a JSON structured changelog from raw text showing only 'Added' and 'Fixed' sections.",
+ "Convert existing changelog to plaintext for plain text release notes."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "formatting",
+ "changelog",
+ "release-notes",
+ "documentation",
+ "markdown"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawChangelog\":\"## Added\\n- New login feature\\n## Fixed\\n- Bugfix in user profile\",\"version\":\"1.4.2\",\"releaseDate\":\"2024-06-01\",\"formatStyle\":\"markdown\",\"includeSections\":[],\"outputType\":\"string\"}",
+ "description": "Formats a simple raw changelog with version and date into markdown string."
+ },
+ {
+ "inputJson": "{\"rawChangelog\":\"## Added\\n- Dark mode support\\n## Changed\\n- Updated dependencies\",\"formatStyle\":\"plaintext\",\"outputType\":\"string\"}",
+ "description": "Formats given changelog content into plaintext without version/date header."
+ },
+ {
+ "inputJson": "{\"rawChangelog\":\"## Fixed\\n- Security patch\",\"version\":\"1.5.0\",\"outputType\":\"json\"}",
+ "description": "Produces JSON object representing changelog document for version 1.5.0 with only fixed section."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Changelog",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatBlogPost",
+ "description": "Formats a raw blog post draft into a polished HTML or Markdown document. Accepts the blog post content and metadata, applies styling options, inserts headers, footers, images, and generates structured output ready for publication or further editing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "content",
+ "type": "string",
+ "description": "The raw textual content of the blog post as plain text or lightly formatted markup.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title of the blog post to be prominently included in the formatted output.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Author's name to include as metadata or in the byline section.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "date",
+ "type": "string",
+ "description": "Publication date of the blog post, formatted as ISO 8601 string (e.g., 2023-04-20).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Desired output format for the blog post; supported options: 'html' or 'markdown'.",
+ "required": true,
+ "defaultValue": "html"
+ },
+ {
+ "name": "includeImages",
+ "type": "boolean",
+ "description": "Whether to embed or link images referenced within the blog content as part of the formatting.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Styling theme applied to blog post formatting; influences colors, fonts, and layout styles.",
+ "required": false,
+ "defaultValue": "default"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the fully formatted blog post text in the chosen format and metadata including word count and applied styles."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert raw blog draft text and metadata into a clean, publication-ready HTML or Markdown format with consistent styling and optional image embedding. It streamlines preparing posts for websites or content platforms requiring structured formats.",
+ "limitations": "Does not perform advanced content rewriting, SEO optimization, or plagiarism detection. Limited to formatting and structuring tasks. Does not validate external image URLs or guarantee accessibility compliance.",
+ "examples": [
+ "Format a submitted blog draft from plain text to HTML with byline and date included.",
+ "Generate a Markdown version of a blog post with embedded images for a static site generator.",
+ "Apply a custom theme to a blog post text and output as HTML for CMS upload."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "formatting",
+ "blog",
+ "html",
+ "markdown",
+ "publication",
+ "styling"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"content\":\"Welcome to my new blog! This post covers AI advancements.\",\"title\":\"AI Advancements 2024\",\"author\":\"Jane Doe\",\"date\":\"2024-06-01\",\"format\":\"html\",\"includeImages\":false,\"theme\":\"modern\"}",
+ "description": "Format a simple AI blog post text into styled HTML including metadata and modern theme."
+ },
+ {
+ "inputJson": "{\"content\":\"This is a technical post about APIs.\",\"title\":\"Understanding APIs\",\"format\":\"markdown\",\"includeImages\":true}",
+ "description": "Produce a Markdown blog post that embeds images and includes title with default theme."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatInvoice",
+ "description": "Formats raw invoice data into a professional, well-structured invoice document in PDF or HTML format. Accepts detailed invoice data including client info, line items, taxes, discounts, and branding elements, and outputs a polished invoice ready for delivery or printing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "invoiceData",
+ "type": "object",
+ "description": "Complete invoice details including client information, itemized charges, taxes, discounts, invoice number, and dates.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the formatted invoice document, either 'PDF' or 'HTML'.",
+ "required": true,
+ "defaultValue": "PDF"
+ },
+ {
+ "name": "includeLogo",
+ "type": "boolean",
+ "description": "Whether to include the company logo in the invoice header.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "logoUrl",
+ "type": "string",
+ "description": "URL of the company logo image to embed if includeLogo is true.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "currencySymbol",
+ "type": "string",
+ "description": "The currency symbol to display alongside monetary amounts (e.g., '$', '€').",
+ "required": false,
+ "defaultValue": "$"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for localizing date formats and labels in the invoice (e.g., 'en', 'fr').",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "showTotalsInWords",
+ "type": "boolean",
+ "description": "Option to display the invoice total amount also spelled out in words.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted invoice document as a base64 encoded string and metadata such as file type and recommended filename."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert raw structured invoice data from a system or form into a clean, professional invoice document for sending to clients or for record-keeping. Ideal for automated billing pipelines or digital invoicing platforms.",
+ "limitations": "Cannot generate invoices without all required invoice data fields. Does not handle payment processing or invoice numbering generation by itself. Complex multi-page invoices with very large item lists may affect formatting consistency.",
+ "examples": [
+ "Generate a PDF invoice from raw invoice line items and client details to email a customer.",
+ "Create an HTML version of the invoice to display in a web portal with company branding.",
+ "Format invoice data into a PDF including logo and amounts spelled out in words for formal documentation."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "invoice",
+ "document",
+ "PDF",
+ "HTML",
+ "billing",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"invoiceData\":{\"invoiceNumber\":\"INV-12345\",\"date\":\"2024-06-01\",\"dueDate\":\"2024-06-15\",\"client\":{\"name\":\"Acme Corp\",\"address\":\"123 Business Rd, Suite 100\"},\"items\":[{\"description\":\"Product A\",\"quantity\":10,\"unitPrice\":15.5},{\"description\":\"Service B\",\"quantity\":5,\"unitPrice\":40}],\"taxRate\":0.07,\"discount\":20},\"outputFormat\":\"PDF\",\"includeLogo\":true,\"logoUrl\":\"https://example.com/logo.png\",\"currencySymbol\":\"$\",\"language\":\"en\",\"showTotalsInWords\":true}",
+ "description": "Format a complete invoice with line items, tax, and discount into a professional PDF including company logo and amounts in words."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Invoice",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatArticle",
+ "description": "Formats a raw article text input into a structured and styled HTML or Markdown output. Accepts article content, formatting preferences, and styling options to produce a cleanly formatted article suitable for publishing platforms or web display.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "articleText",
+ "type": "string",
+ "description": "The raw article text content to be formatted, including paragraphs and headings.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired output format for the formatted article, e.g., 'html' or 'markdown'.",
+ "required": true,
+ "defaultValue": "\"html\""
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to generate and include a table of contents based on headings in the article.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "headingStyle",
+ "type": "string",
+ "description": "Style choice for headings, e.g., 'bold', 'underline', or 'default'.",
+ "required": false,
+ "defaultValue": "\"default\""
+ },
+ {
+ "name": "maxLineWidth",
+ "type": "number",
+ "description": "Maximum line width limit for text wrapping in the formatted output (applicable primarily for Markdown).",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "customCss",
+ "type": "string",
+ "description": "Optional custom CSS styles to embed within the HTML output (ignored if outputFormat is Markdown).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the fully formatted article as a string and metadata about the output format and any warnings or notes."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert plain or semi-structured article text into a well-formatted, stylized article output in HTML or Markdown. It assists in transforming raw content into publication-ready format with options such as table of contents, heading styles, and custom CSS injection.",
+ "limitations": "Does not perform content editing, grammar checking, or content generation. Focuses only on formatting given text. Complex layout features like multi-column or interactive content are not supported.",
+ "examples": [
+ "Format raw article text into HTML with a table of contents and bold headings.",
+ "Convert article content into Markdown format with default heading style and a max line width of 100 characters.",
+ "Format article text into HTML embedding custom CSS for branding styles."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "content-creation",
+ "article",
+ "html",
+ "markdown",
+ "text-processing",
+ "styling"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"articleText\":\"# Introduction\\nThis is the first paragraph.\\n## Subheading\\nMore detailed information.\",\"outputFormat\":\"html\",\"includeTableOfContents\":true,\"headingStyle\":\"bold\",\"maxLineWidth\":80,\"customCss\":\"h1 { color: #2E86C1; }\"}",
+ "description": "Format a markdown style raw article into HTML with table of contents, bold headings, 80 char line width, and a custom blue heading CSS."
+ },
+ {
+ "inputJson": "{\"articleText\":\"Introduction\\nThis is the first paragraph.\\nSubheading\\nMore details here.\",\"outputFormat\":\"markdown\",\"includeTableOfContents\":false,\"headingStyle\":\"default\",\"maxLineWidth\":100,\"customCss\":\"\"}",
+ "description": "Convert plaintext article content into Markdown format with default heading style and no table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatEmail",
+ "description": "Formats raw email content by applying specified style templates, adjusting layout, and optionally adding salutation and signature. Accepts plain text or HTML body, subject, recipient info, and formatting options; outputs a fully formatted email in HTML suitable for sending or previewing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "The subject line of the email to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "body",
+ "type": "string",
+ "description": "The main content or body of the email, can be plain text or HTML.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientName",
+ "type": "string",
+ "description": "The recipient's name to personalize the salutation, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "senderName",
+ "type": "string",
+ "description": "The sender's name to include in the signature or closing line.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSignature",
+ "type": "boolean",
+ "description": "Whether to append a standard signature block at the end of the email.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "signatureText",
+ "type": "string",
+ "description": "Custom signature text to include if includeSignature is true; overrides default signature if provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "The email formatting style to apply, such as 'professional', 'casual', 'marketing', or 'newsletter'.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "includeSalutation",
+ "type": "boolean",
+ "description": "Whether to prepend a salutation line addressing the recipient by name if given.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the fully formatted email body in HTML format and the finalized subject line."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating or refining email messages that require professional and consistent formatting, including templating of salutations, signatures, and style adjustments. Ideal for automating email communications to customers, partners, or teams where style uniformity and personalization are needed.",
+ "limitations": "This tool does not send emails or handle email protocol. It only formats the email content for display or sending via other systems. Complex dynamic content or inline media embedding is unsupported.",
+ "examples": [
+ "Format a sales outreach email with a casual style and include a custom signature.",
+ "Generate a professional newsletter email body with default styling and standard signature.",
+ "Create a reminder email with recipient name in salutation and no signature."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "email",
+ "formatting",
+ "communication",
+ "templating",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"subject\":\"Meeting Agenda Update\",\"body\":\"Please find the updated agenda for tomorrow's meeting attached.\",\"recipientName\":\"Alice\",\"senderName\":\"Bob\",\"includeSignature\":true,\"signatureText\":\"Best regards, Bob Smith\\nCompany Inc.\",\"formatStyle\":\"professional\",\"includeSalutation\":true}",
+ "description": "Format a professional meeting email with personalized salutation and custom signature."
+ },
+ {
+ "inputJson": "{\"subject\":\"Don't Miss Our Summer Sale!\",\"body\":\"Huge discounts on all products this week only. Shop now!\",\"recipientName\":\"\",\"senderName\":\"Marketing Team\",\"includeSignature\":false,\"formatStyle\":\"marketing\",\"includeSalutation\":false}",
+ "description": "Format a marketing promotional email with no salutation or signature for mass distribution."
+ },
+ {
+ "inputJson": "{\"subject\":\"Quick Reminder\",\"body\":\"Just a quick reminder about the deadline next Monday.\",\"recipientName\":\"John\",\"senderName\":\"Sarah\",\"includeSignature\":true,\"signatureText\":\"\",\"formatStyle\":\"casual\",\"includeSalutation\":true}",
+ "description": "Format a casual reminder email including default signature and personalized greeting."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatResume",
+ "description": "Formats a resume provided as structured JSON data according to a specified style template (e.g., chronological, functional, hybrid). Accepts resume details including personal info, experience, education, and skills. Returns a formatted resume as a styled text string or PDF-ready output.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "resumeData",
+ "type": "object",
+ "description": "Structured JSON object containing resume details like personal information, work experience, education, skills, and certifications.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "Desired resume format style, such as 'chronological', 'functional', or 'hybrid' to structure the content accordingly.",
+ "required": true,
+ "defaultValue": "chronological"
+ },
+ {
+ "name": "includeSections",
+ "type": "array",
+ "description": "List of resume sections to include, e.g., ['summary','experience','education','skills']. Determines which sections appear in the formatted resume.",
+ "required": false,
+ "defaultValue": "[\"summary\",\"experience\",\"education\",\"skills\"]"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output format of the formatted resume. Options include 'text' for plain formatted text or 'pdf' for PDF-ready content.",
+ "required": false,
+ "defaultValue": "text"
+ },
+ {
+ "name": "highlightSkills",
+ "type": "boolean",
+ "description": "Whether to emphasize or visually highlight skills in the formatted resume (applicable for text and some PDF styles).",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted resume as a string in the requested output format, along with metadata like page count for PDF."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert raw structured resume data into a professional, well-organized resume document, formatted per common industry styles. Ideal for automated resume building, batch formatting, or tailoring resumes to specific job applications.",
+ "limitations": "Does not perform resume content analysis or optimization beyond formatting. Cannot create resume data from unstructured input. Limited to predefined style templates.",
+ "examples": [
+ "Format a chronological resume as plain text including all standard sections.",
+ "Generate a PDF formatted functional style resume highlighting skills section.",
+ "Create a hybrid resume excluding the summary section in text format."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "resume",
+ "formatting",
+ "document",
+ "career",
+ "pdf",
+ "text"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"resumeData\":{\"personalInfo\":{\"name\":\"Jane Doe\",\"email\":\"jane@example.com\"},\"experience\":[{\"company\":\"ACME Corp\",\"position\":\"Engineer\",\"startDate\":\"2019-01\",\"endDate\":\"2022-06\",\"details\":\"Worked on systems.\"}],\"education\":[{\"school\":\"State University\",\"degree\":\"BSc Computer Science\",\"year\":\"2018\"}],\"skills\":[\"JavaScript\",\"Leadership\"]},\"formatStyle\":\"chronological\",\"includeSections\":[\"personalInfo\",\"experience\",\"education\",\"skills\"],\"outputFormat\":\"text\",\"highlightSkills\":false}",
+ "description": "Format a standard chronological resume as plain text including all key sections."
+ },
+ {
+ "inputJson": "{\"resumeData\":{\"personalInfo\":{\"name\":\"John Smith\",\"email\":\"johnsmith@email.com\"},\"experience\":[{\"company\":\"Tech Solutions\",\"position\":\"Developer\",\"startDate\":\"2015-05\",\"endDate\":\"2020-08\",\"details\":\"Developed web apps.\"}],\"education\":[{\"school\":\"Tech Institute\",\"degree\":\"MSc Information Technology\",\"year\":\"2015\"}],\"skills\":[\"React\",\"Project Management\"]},\"formatStyle\":\"functional\",\"includeSections\":[\"personalInfo\",\"skills\",\"education\"],\"outputFormat\":\"pdf\",\"highlightSkills\":true}",
+ "description": "Generate a PDF functional resume highlighting skills and excluding experience details."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Resume",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatReport",
+ "description": "Formats a textual report document according to specified style guidelines. Accepts raw report content and customizable formatting options such as font style, font size, margins, header/footer text, and output file format. Produces a finalized, styled report document ready for printing or digital distribution.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "reportContent",
+ "type": "string",
+ "description": "The raw textual content of the report to be formatted, including sections, paragraphs, and data.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "fontName",
+ "type": "string",
+ "description": "The desired font family to apply throughout the report (e.g., Arial, Times New Roman).",
+ "required": false,
+ "defaultValue": "Times New Roman"
+ },
+ {
+ "name": "fontSize",
+ "type": "number",
+ "description": "The size of the font to use in points.",
+ "required": false,
+ "defaultValue": "12"
+ },
+ {
+ "name": "marginInches",
+ "type": "object",
+ "description": "Margin sizes in inches for the report page. Should include top, bottom, left, and right keys.",
+ "required": false,
+ "defaultValue": "{\"top\":1,\"bottom\":1,\"left\":1,\"right\":1}"
+ },
+ {
+ "name": "includeHeaderFooter",
+ "type": "boolean",
+ "description": "Whether to include header and footer sections in the report.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "headerText",
+ "type": "string",
+ "description": "Custom text to appear in the header if headers are included.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "footerText",
+ "type": "string",
+ "description": "Custom text to appear in the footer if footers are included.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The file format for the output report document (e.g., PDF, DOCX).",
+ "required": false,
+ "defaultValue": "PDF"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted report document as a base64-encoded string along with metadata such as filename and mime type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to transform raw textual report content into a professional, visually consistent document with standardized formatting for sharing, printing, or archiving. It helps apply common styling conventions and outputs the result in popular document formats.",
+ "limitations": "This tool does not perform content analysis, summarization, or generate report content. It also doesn't support highly customized layout designs or complex interactive elements like tables of contents or embedded multimedia.",
+ "examples": [
+ "Format a quarterly sales report with Times New Roman font, 12pt, one-inch margins, including company header and page number footer, output as PDF.",
+ "Convert raw text notes of a research summary into a formatted document using Arial font, 11pt, with custom header and footer text, output as DOCX."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "document-formatting",
+ "report",
+ "PDF",
+ "DOCX",
+ "text-styling"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"reportContent\":\"Executive Summary:\\nThis quarter we achieved record growth...\",\"fontName\":\"Arial\",\"fontSize\":11,\"marginInches\":{\"top\":1,\"bottom\":1,\"left\":1,\"right\":1},\"includeHeaderFooter\":true,\"headerText\":\"Company Confidential\",\"footerText\":\"Page 1\",\"outputFormat\":\"PDF\"}",
+ "description": "Format an executive summary report in Arial 11pt with headers and footers for confidential distribution."
+ },
+ {
+ "inputJson": "{\"reportContent\":\"Research Findings:\\nThe experiment yielded significant results...\",\"fontName\":\"Calibri\",\"fontSize\":12,\"marginInches\":{\"top\":1.25,\"bottom\":1.25,\"left\":1,\"right\":1},\"includeHeaderFooter\":false,\"outputFormat\":\"DOCX\"}",
+ "description": "Format a research findings report in Calibri 12pt without headers/footers, using slightly larger top and bottom margins."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatContract",
+ "description": "Formats a contract document by accepting raw contract text along with optional formatting options such as style templates, font sizes, and clause ordering rules. It processes the input by applying consistent styles, organizing clauses logically, and ensuring professional document structure. The output is a fully formatted contract ready for review or signing as a text string or a structured document object.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "contractText",
+ "type": "string",
+ "description": "The raw unformatted contract text that needs to be processed and structured into a properly formatted document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleTemplate",
+ "type": "string",
+ "description": "Optional style template name to apply specific fonts, headings, and paragraph styles.",
+ "required": false,
+ "defaultValue": "Standard"
+ },
+ {
+ "name": "fontSize",
+ "type": "number",
+ "description": "Base font size (in points) to use throughout the contract for consistent appearance.",
+ "required": false,
+ "defaultValue": "12"
+ },
+ {
+ "name": "clauseOrder",
+ "type": "array",
+ "description": "An optional ordered list of clause titles specifying the sequence in which clauses should appear.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Flag to determine whether to generate a table of contents at the beginning of the contract.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output document format, e.g., 'text', 'markdown', or 'json' structured format.",
+ "required": false,
+ "defaultValue": "text"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted contract document as a string or structured data depending on the output format, plus metadata such as applied style and document length."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an agent needs to convert raw contract text into a professionally formatted legal document for presentation, review, or digital signing. Helpful in scenarios where consistent styling, clause organization, and optional additions like a table of contents improve readability and legal clarity.",
+ "limitations": "Cannot interpret or validate contract legal content for compliance; does not create contract text but only formats provided input.",
+ "examples": [
+ "Format a raw service agreement text into a styled contract with a table of contents.",
+ "Apply corporate branding style to an NDA contract and reorder clauses per company standards.",
+ "Convert a plain text lease contract into markdown format for online publication."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "document-formatting",
+ "legal",
+ "contract",
+ "text-processing",
+ "formatting",
+ "document-management"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contractText\":\"This Agreement is made on... Section 1 Definitions... Section 2 Obligations...\",\"styleTemplate\":\"Corporate\",\"fontSize\":11,\"clauseOrder\":[\"Definitions\",\"Obligations\",\"Termination\"],\"includeTableOfContents\":true,\"outputFormat\":\"text\"}",
+ "description": "Formatting a corporate style contract with clause reordering and TOC."
+ },
+ {
+ "inputJson": "{\"contractText\":\"Lease Contract... Parties... Terms...\",\"styleTemplate\":\"Standard\",\"fontSize\":12,\"includeTableOfContents\":false,\"outputFormat\":\"markdown\"}",
+ "description": "Formatting a lease contract into markdown without a table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Contract",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftReference",
+ "description": "Generates a well-formatted academic or professional reference entry based on provided bibliographic details. Accepts parameters like author(s), title, publication year, source type, and more; processes them into a standardized citation string formatted in styles such as APA, MLA, or Chicago. Outputs the formatted reference ready for inclusion in documents or bibliographies.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "authors",
+ "type": "array",
+ "description": "List of authors for the reference, each as a string in 'Last, First' format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the work cited, e.g., book, article, or webpage title.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationYear",
+ "type": "number",
+ "description": "Year the work was published.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of source, such as 'book', 'journal', 'website', 'conference paper'.",
+ "required": true,
+ "defaultValue": "book"
+ },
+ {
+ "name": "publisher",
+ "type": "string",
+ "description": "Publisher name, relevant for book or report sources.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "journalName",
+ "type": "string",
+ "description": "Name of the journal or magazine if sourceType is 'journal'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "volume",
+ "type": "string",
+ "description": "Volume number for journal articles or multi-volume works.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "issue",
+ "type": "string",
+ "description": "Issue number of the journal if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "pages",
+ "type": "string",
+ "description": "Page range of article or chapter, e.g., '23-45'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL if the source is online or digital.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "accessDate",
+ "type": "string",
+ "description": "Date the online source was accessed, in ISO format YYYY-MM-DD.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "The desired citation style (e.g., 'APA', 'MLA', 'Chicago').",
+ "required": true,
+ "defaultValue": "APA"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single field 'formattedReference' with the complete formatted citation string."
+ },
+ "aiAgent": {
+ "useCase": "This tool helps generate properly formatted reference entries for academic papers, reports, or professional documents from structured bibliographic input. AI agents use it to automate citation creation ensuring consistency and adherence to style guides like APA, MLA, or Chicago when drafting content or assembling bibliographies.",
+ "limitations": "This tool cannot verify the accuracy of bibliographic data or access external databases to retrieve missing information; it formats only the supplied input. It also does not handle complex citation nuances such as legal or patent references.",
+ "examples": [
+ "Draft an APA style reference for a journal article by two authors published in 2020.",
+ "Create an MLA citation for a book authored by a single author published by a known publisher.",
+ "Generate a Chicago style reference for a webpage with a URL and access date."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "citation",
+ "reference",
+ "academic",
+ "bibliography",
+ "formatting",
+ "drafting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"authors\":[\"Smith, John\",\"Doe, Jane\"],\"title\":\"Innovations in AI\",\"publicationYear\":2020,\"sourceType\":\"journal\",\"journalName\":\"Journal of AI Research\",\"volume\":\"15\",\"issue\":\"4\",\"pages\":\"134-150\",\"citationStyle\":\"APA\"}",
+ "description": "Generate an APA citation for a journal article with two authors published in 2020."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Brown, Alice\"],\"title\":\"Modern Web Design\",\"publicationYear\":2018,\"sourceType\":\"book\",\"publisher\":\"Tech Press\",\"citationStyle\":\"MLA\"}",
+ "description": "Create an MLA citation for a book by a single author."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Green, Sarah\"],\"title\":\"Understanding Cloud Computing\",\"sourceType\":\"website\",\"url\":\"https://cloud.example.com/overview\",\"accessDate\":\"2023-11-05\",\"citationStyle\":\"Chicago\"}",
+ "description": "Generate a Chicago style reference for a webpage with URL and access date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftCitation",
+ "description": "Generates a properly formatted citation string based on provided bibliographic details and citation style. Accepts input fields like author(s), title, publication year, source type, and optional details like volume and pages. Outputs a citation string formatted accordingly (e.g., APA, MLA, Chicago).",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "authors",
+ "type": "array",
+ "description": "List of author names in 'Last, First' format; multiple authors supported.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title of the work being cited (article, book, etc.).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationYear",
+ "type": "number",
+ "description": "Year the work was published or released.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of source, e.g., 'book', 'journalArticle', 'website'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationTitle",
+ "type": "string",
+ "description": "Name of journal, book publisher, or website, depending on source.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "volume",
+ "type": "string",
+ "description": "Volume number of the journal or book series, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "issue",
+ "type": "string",
+ "description": "Issue number of the journal, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "pages",
+ "type": "string",
+ "description": "Page range for articles or chapters, e.g., '23-45'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "doiOrUrl",
+ "type": "string",
+ "description": "Digital Object Identifier (DOI) or URL for online sources.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to format output (e.g., 'APA', 'MLA', 'Chicago').",
+ "required": true,
+ "defaultValue": "APA"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a single string field 'citation' containing the formatted citation text."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate accurate and properly formatted citations for academic or professional documents based on structured bibliographic details. It standardizes citation creation according to a specified style, saving manual formatting effort.",
+ "limitations": "Does not verify the correctness of bibliographic data nor fetch missing metadata automatically. Limited to common citation styles and may not cover all edge cases, such as unusual source types or complex multi-author rules.",
+ "examples": [
+ "Generate an APA citation for a journal article with multiple authors.",
+ "Create a Chicago-style citation for a book with publisher info.",
+ "Draft an MLA citation for a website source including a URL."
+ ]
+ },
+ "tags": [
+ "citation",
+ "content-creation",
+ "academic",
+ "formatting",
+ "bibliography",
+ "reference",
+ "APA",
+ "MLA",
+ "Chicago"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"authors\":[\"Smith, John\",\"Doe, Jane\"],\"title\":\"Innovations in AI\",\"publicationYear\":2022,\"sourceType\":\"journalArticle\",\"publicationTitle\":\"Journal of AI Research\",\"volume\":\"15\",\"issue\":\"3\",\"pages\":\"123-145\",\"doiOrUrl\":\"10.1234/jair.2022.01503\",\"citationStyle\":\"APA\"}",
+ "description": "Drafts an APA citation for a journal article with two authors, volume, issue, pages, and DOI."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Brown, Lisa\"],\"title\":\"Understanding Modern Art\",\"publicationYear\":2018,\"sourceType\":\"book\",\"publicationTitle\":\"Modern Art Press\",\"citationStyle\":\"Chicago\"}",
+ "description": "Creates a Chicago-style citation for a book with a single author, publisher, and year."
+ },
+ {
+ "inputJson": "{\"authors\":[],\"title\":\"Climate Change Effects\",\"publicationYear\":2020,\"sourceType\":\"website\",\"publicationTitle\":\"Environmental News\",\"doiOrUrl\":\"https://envnews.org/climate-change-effects\",\"citationStyle\":\"MLA\"}",
+ "description": "Generates an MLA citation for a website article without authors but with a URL."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatProposal",
+ "description": "Formats a textual proposal document into a structured, professional layout suitable for presentations or submissions. Accepts raw proposal text and optional formatting preferences, applies consistent styles like headings, bullet points, and sections, then outputs a formatted document in Markdown or HTML format.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "proposalText",
+ "type": "string",
+ "description": "Raw textual content of the proposal to be formatted, including all sections and paragraphs.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "The desired output format style, e.g., 'markdown' or 'html'.",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to generate a table of contents based on proposal headings.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum number of characters per line for text wrapping, if applicable.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "highlightKeywords",
+ "type": "array",
+ "description": "List of keywords or phrases to emphasize in the formatted proposal, e.g., bold or italicize.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the fully formatted proposal document in the specified format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have an unstructured or semi-structured proposal text that needs consistent formatting into a professional document format for sharing, reviewing or publishing. This helps convert plain text into readable, well-organized documents with sections and lists clearly styled.",
+ "limitations": "This tool does not generate or verify proposal content; it only formats provided text. It cannot create graphics or handle complex visual layouts outside basic Markdown or HTML styling.",
+ "examples": [
+ "Format a raw proposal text into Markdown with a table of contents.",
+ "Convert a plain text proposal into HTML with keyword highlights.",
+ "Wrap lines at 100 characters while formatting a proposal."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "formatting",
+ "proposal",
+ "document",
+ "markdown",
+ "html",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"proposalText\":\"# Project Proposal\\n\\nThis project aims to develop an AI tool.\\n\\n## Objectives\\n- Automate document formatting\\n- Improve readability\\n\\n## Timeline\\nThe project will span 6 months.\",\"formatStyle\":\"markdown\",\"includeTableOfContents\":true,\"maxLineLength\":80,\"highlightKeywords\":[\"AI tool\",\"document formatting\"]}",
+ "description": "Formats a markdown proposal with headings, bullet points, a TOC, and highlights specified keywords."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Proposal",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.formatDocument",
+ "description": "This tool takes raw text or document content as input along with formatting instructions or style guidelines, applies the specified formatting (such as headings, lists, fonts, alignments, and styles), and outputs a neatly formatted document in the desired output format like HTML, Markdown, or plain text. It streamlines document presentation based on user-defined style parameters.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "content",
+ "type": "string",
+ "description": "The raw text or document content to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "object",
+ "description": "An object defining the formatting rules such as font size, headings, bullet points, bold, italic, alignment, and paragraph spacing.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired output format of the formatted document (e.g., 'html', 'markdown', 'plainText').",
+ "required": true,
+ "defaultValue": "html"
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to generate and include a table of contents in the document if applicable.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "maxLineWidth",
+ "type": "number",
+ "description": "Maximum number of characters per line for text wrapping in plain text output.",
+ "required": false,
+ "defaultValue": "80"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted document content as a string and the format type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert raw or minimally formatted document content into a polished, styled document that adheres to specific formatting rules or style guides. It's especially useful for generating clean readable outputs for reports, articles, or documentation in various output formats.",
+ "limitations": "This tool does not perform content generation, grammar correction, or semantic analysis. It only applies structural and stylistic formatting based on provided instructions. It cannot handle complex layouts like multi-column pages or embedded media beyond text formatting.",
+ "examples": [
+ "Format a raw article text into Markdown with headings and bullet lists.",
+ "Convert plain text meeting notes into an HTML report styled with company branding.",
+ "Apply specified font style and alignment to a document and output as plain text with line wrapping."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "document",
+ "content creation",
+ "text styling",
+ "html",
+ "markdown"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"content\":\"Meeting notes:\\n- Discuss project timeline\\n- Assign tasks\",\"formatStyle\":{\"heading\":{\"level\":2,\"bold\":true},\"list\":{\"type\":\"bullet\"}},\"outputFormat\":\"markdown\",\"includeTableOfContents\":false,\"maxLineWidth\":80}",
+ "description": "Format meeting notes into Markdown with bold level 2 heading and bullet list."
+ },
+ {
+ "inputJson": "{\"content\":\"Report Summary:\\nThis report outlines the quarterly results.\",\"formatStyle\":{\"paragraph\":{\"alignment\":\"justify\",\"fontSize\":12},\"heading\":{\"level\":1,\"underline\":true}},\"outputFormat\":\"html\",\"includeTableOfContents\":true}",
+ "description": "Format a summary report into HTML with justified paragraphs, underlined heading, and a table of contents included."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftQuote",
+ "description": "Generates a concise, well-formulated quote or inspirational statement based on a specified topic, author style mimic, or theme. Accepts keywords or themes as input, applies natural language generation techniques to produce a creative and meaningful quote, and returns the drafted text suitable for content creation or social media use.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme for the quote (e.g., 'perseverance', 'love', 'technology').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "authorStyle",
+ "type": "string",
+ "description": "Optional. The name of a famous author or historical figure to mimic their style in the quote (e.g., 'Shakespeare', 'Einstein').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Optional. Approximate desired length of the quote in words. Defaults to 15.",
+ "required": false,
+ "defaultValue": "15"
+ },
+ {
+ "name": "includeCitation",
+ "type": "boolean",
+ "description": "Optional. Whether to include a generated citation or attribution if mimicking a famous author. Defaults false.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Optional. Language code for the quote output (e.g., 'en' for English). Defaults to English.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted quote text and optional citation information if applicable."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create original and creative quotes or aphorisms based on given topics or themes, especially for content creation, marketing materials, social media posts, or inspirational messaging. It helps generate stylistically unique quotes that suit specified author styles or remain neutral.",
+ "limitations": "The tool generates synthetic quotes and does not fetch actual existing quotes. Citation or author mimicry is stylistic and may not produce authentic historical quotes. Output quality depends on the clarity and specificity of input parameters.",
+ "examples": [
+ "Draft a quote about resilience in the style of Maya Angelou.",
+ "Create an inspirational technology-related quote approximately 12 words long.",
+ "Generate a short love quote in English without author style."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "quote generation",
+ "inspiration",
+ "text synthesis",
+ "creative writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"resilience\",\"authorStyle\":\"Maya Angelou\",\"length\":20,\"includeCitation\":true,\"language\":\"en\"}",
+ "description": "Draft a 20-word inspirational quote about resilience mimicking Maya Angelou's style, with citation."
+ },
+ {
+ "inputJson": "{\"topic\":\"technology\",\"length\":12,\"includeCitation\":false,\"language\":\"en\"}",
+ "description": "Create a concise 12-word quote related to technology without author style or citation."
+ },
+ {
+ "inputJson": "{\"topic\":\"love\",\"language\":\"en\"}",
+ "description": "Generate a short neutral quote about love in English."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftLink",
+ "description": "Generates a well-structured hyperlink HTML snippet or Markdown link based on provided URL, link text, and optional attributes such as title and CSS class. Accepts raw URL and descriptive text, processes them into a finalized link format ready for embedding in digital content.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The target URL the link should point to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "linkText",
+ "type": "string",
+ "description": "The visible text for the link.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title attribute text for the link, shown on hover.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "cssClass",
+ "type": "string",
+ "description": "Optional CSS class attribute to style the link.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "useMarkdown",
+ "type": "boolean",
+ "description": "Flag indicating if the output should be Markdown (true) or HTML (false).",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the final formatted link string in the specified markup format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically generate link elements from raw URL and descriptive text for embedding in content, blog posts, or web pages, supporting both HTML and Markdown outputs to fit different publishing platforms.",
+ "limitations": "It cannot validate URL accessibility or correctness beyond basic syntax; it also does not automatically shorten URLs or handle complex link embedding scenarios such as dynamic parameters or tracking codes.",
+ "examples": [
+ "Create an HTML anchor link with a tooltip title for a news article.",
+ "Generate a Markdown link for a documentation page using the given URL and text.",
+ "Produce a styled HTML link with a provided CSS class for a marketing email."
+ ]
+ },
+ "tags": [
+ "content",
+ "link",
+ "html",
+ "markdown",
+ "drafting",
+ "web",
+ "urls"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://www.example.com\",\"linkText\":\"Example Website\",\"title\":\"Visit Example\",\"cssClass\":\"external-link\",\"useMarkdown\":false}",
+ "description": "Generate a styled HTML link with title and CSS class"
+ },
+ {
+ "inputJson": "{\"url\":\"https://docs.example.com\",\"linkText\":\"Documentation\",\"title\":\"Official Docs\",\"cssClass\":\"\",\"useMarkdown\":true}",
+ "description": "Create a Markdown formatted link with title as optional attribute ignored since Markdown does not support it"
+ },
+ {
+ "inputJson": "{\"url\":\"https://news.example.com/article\",\"linkText\":\"Latest News\",\"title\":\"Read the latest news article\",\"cssClass\":\"news-link\",\"useMarkdown\":false}",
+ "description": "Produce an HTML anchor tag for a news article link with styling and title attribute"
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftHeading",
+ "description": "Generates a concise and relevant heading for a piece of content based on the provided topic, keywords, tone, and intended audience. Takes user inputs to produce a clear, engaging heading suitable for articles, blog posts, or documents.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the content for which a heading is needed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "Optional list of important keywords to include or emphasize in the heading.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the heading, e.g., formal, casual, professional, humorous.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Target audience description to tailor the heading appropriately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the heading in number of characters.",
+ "required": false,
+ "defaultValue": "60"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated heading text and metadata like length and keywords used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate an engaging, contextually relevant heading for digital content such as articles, blog posts, or reports, ensuring it matches the topic, tone, and audience specified.",
+ "limitations": "Does not generate multi-level headings or subheadings; focuses only on a single, primary heading. It cannot guarantee SEO optimization beyond keyword inclusion.",
+ "examples": [
+ "Generate a formal heading for a blog about sustainable living including the keyword 'eco-friendly'.",
+ "Draft a casual heading for a tech article aimed at beginners about AI advancements.",
+ "Create a short professional heading for a report on quarterly financial results."
+ ]
+ },
+ "tags": [
+ "content",
+ "heading",
+ "drafting",
+ "writing",
+ "headline",
+ "text-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of regular exercise\",\"keywords\":[\"health\",\"fitness\"],\"tone\":\"formal\",\"audience\":\"general public\",\"maxLength\":50}",
+ "description": "Generate a formal heading for an article on the health benefits of regular exercise targeting general readers."
+ },
+ {
+ "inputJson": "{\"topic\":\"latest smartphone trends\",\"keywords\":[\"technology\",\"gadgets\"],\"tone\":\"casual\",\"audience\":\"tech enthusiasts\",\"maxLength\":60}",
+ "description": "Draft a casual heading for tech enthusiasts about the newest trends in smartphones."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftWord",
+ "description": "Generates a draft paragraph or short text segment focused on a given word or keyword. Accepts a core word and optional parameters such as tone, style, and context to create a coherent, contextually relevant draft output useful as a starting point for articles, marketing copy, or stories.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "word",
+ "type": "string",
+ "description": "The main word or keyword around which the draft content will be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The emotional tone or mood of the draft (e.g., formal, casual, optimistic).",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The writing style to adopt, such as descriptive, persuasive, or narrative.",
+ "required": false,
+ "defaultValue": "general"
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "Brief background or setting information to give context to the word for more relevant content.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of words or tokens to generate in the draft. Limits length of output.",
+ "required": false,
+ "defaultValue": "100"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted text segment associated with the input word, including metadata about tone and style used."
+ },
+ "aiAgent": {
+ "useCase": "This tool is useful when an AI agent needs to create a first draft or idea expansion centered on a specific word or keyword. It helps rapidly produce thematic content snippets that can be further refined or expanded, particularly in content generation pipelines for blogging, marketing, or creative writing.",
+ "limitations": "The tool generates initial drafts only and may not produce polished or finalized text. It cannot ensure factual accuracy or complex logical structuring beyond short paragraphs.",
+ "examples": [
+ "Draft a formal paragraph about 'innovation' with an optimistic tone.",
+ "Create a casual, narrative style draft around the word 'beach'.",
+ "Generate a short persuasive text centered on the keyword 'sustainability'."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "writing",
+ "drafting",
+ "copywriting",
+ "text generation",
+ "creative writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"word\":\"innovation\",\"tone\":\"optimistic\",\"style\":\"formal\",\"context\":\"technology industry\",\"maxLength\":80}",
+ "description": "Generate a formal, optimistic draft about 'innovation' within the technology industry context."
+ },
+ {
+ "inputJson": "{\"word\":\"beach\",\"tone\":\"casual\",\"style\":\"narrative\",\"maxLength\":50}",
+ "description": "Create a casual narrative-style paragraph focused on the word 'beach'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftReadme",
+ "description": "Generates a well-structured README.md draft for software projects based on provided project details, including description, installation instructions, usage examples, and other relevant documentation sections. Accepts project metadata and outputs a formatted markdown string ready for review and use.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the project to be documented.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "A brief description summarizing the purpose and features of the project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "installationInstructions",
+ "type": "string",
+ "description": "Step-by-step instructions on how to install or set up the project. Markdown formatting allowed.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageExamples",
+ "type": "string",
+ "description": "Code snippets or textual examples demonstrating how to use the project. Markdown formatting allowed.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "apiReference",
+ "type": "string",
+ "description": "Optional details about APIs or important interfaces provided by the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contributionGuidelines",
+ "type": "string",
+ "description": "Guidelines for contributing to the project, including how to submit issues and pull requests.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "licenseInfo",
+ "type": "string",
+ "description": "Information about the project license (e.g., MIT, GPL).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactInformation",
+ "type": "string",
+ "description": "Contact details or links for users to reach project maintainers or support.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single field 'readmeContent' which is a complete README.md text in markdown format, ready to be used or further edited."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a clear and structured README file draft is needed to document a software project rapidly. This is especially useful for automating initial documentation creation from basic project data provided by a developer or team. The tool helps standardize README format and content for clarity and completeness.",
+ "limitations": "The generated README is a draft and may require manual refinement and validation for accuracy, completeness, and project-specific details not provided in input. It does not execute code or verify information correctness.",
+ "examples": [
+ "Create a README draft for a new open source JavaScript library with installation instructions and usage examples.",
+ "Generate a README including contribution and license info for an internal tool.",
+ "Draft a minimal README with just project name and description when limited info is available."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "documentation",
+ "README",
+ "markdown",
+ "software project",
+ "automation",
+ "developer tool"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"AwesomeLib\",\"projectDescription\":\"A JavaScript library for awesome animations.\",\"installationInstructions\":\"npm install awesomelib\",\"usageExamples\":\"import { animate } from 'awesomelib';\\nanimate('#element');\",\"contributionGuidelines\":\"Please open issues for bugs or feature requests.\",\"licenseInfo\":\"MIT License\",\"contactInformation\":\"email: dev@awesomelib.org\"}",
+ "description": "Generates a README draft for a JavaScript library with common sections filled."
+ },
+ {
+ "inputJson": "{\"projectName\":\"DataCruncher\",\"projectDescription\":\"A Python tool to process and analyze large datasets efficiently.\"}",
+ "description": "Creates a minimal README draft with project name and description only."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftText",
+ "description": "Generates a draft text based on a given prompt, desired length, tone, and target audience. Accepts parameters to tailor the writing style and content focus, then produces a coherent, contextually relevant draft suitable for further editing or publishing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "prompt",
+ "type": "string",
+ "description": "The initial idea or topic to base the draft text on.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the draft text in words.",
+ "required": false,
+ "defaultValue": "300"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone or style of the text, e.g., formal, casual, persuasive, neutral.",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers to tailor content accordingly.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call-to-action at the end of the draft text.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of keywords to emphasize or include in the draft text for SEO or focus.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated draft text and metadata such as word count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce initial content drafts on specified topics with customizable length, tone, and audience focus, enabling fast content generation for blogs, marketing, or documentation.",
+ "limitations": "Cannot guarantee final text quality or factual accuracy; drafts may require human review and editing; limited to text generation and not detailed domain-specific expertise.",
+ "examples": [
+ "Draft a 500-word persuasive blog post on renewable energy for general audience.",
+ "Create a formal 200-word summary about a new software feature.",
+ "Generate a casual product description including specified keywords and a call to action."
+ ]
+ },
+ "tags": [
+ "content generation",
+ "text drafting",
+ "copywriting",
+ "AI writing",
+ "content creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"prompt\":\"The benefits of meditation for mental health.\",\"length\":400,\"tone\":\"informative\",\"targetAudience\":\"general public\",\"includeCallToAction\":false,\"keywords\":[\"meditation\",\"mental health\",\"wellness\"]}",
+ "description": "Generate an informative 400-word draft about meditation's benefits for a general audience without call to action."
+ },
+ {
+ "inputJson": "{\"prompt\":\"Introducing our new eco-friendly water bottle.\",\"length\":150,\"tone\":\"casual\",\"targetAudience\":\"outdoor enthusiasts\",\"includeCallToAction\":true,\"keywords\":[\"eco-friendly\",\"water bottle\",\"sustainability\"]}",
+ "description": "Create a casual promotional draft with call to action targeting outdoor enthusiasts."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftBrief",
+ "description": "This tool drafts a concise business or project brief based on provided inputs such as purpose, target audience, key objectives, and background information. It processes the inputs to generate a structured, clear brief suitable for internal or client review.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the brief document, summarizing the project or topic.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "purpose",
+ "type": "string",
+ "description": "Main purpose or goal of the brief, explaining why it is being created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the brief, e.g., internal team, stakeholders, clients.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyObjectives",
+ "type": "array",
+ "description": "List of key objectives or goals that the project or initiative aims to achieve.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "background",
+ "type": "string",
+ "description": "Background information or context relevant to the project or topic of the brief.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "deadline",
+ "type": "string",
+ "description": "Deadline or timeframe for the project or brief delivery in ISO date format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Preferred tone for the brief content, e.g., formal, casual, persuasive.",
+ "required": false,
+ "defaultValue": "formal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated brief including title, executive summary, objectives, and background sections as a single formatted string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to help draft a structured project or business brief based on user-provided key details to save time and ensure clarity. Ideal for generating summaries to guide team alignment or client communication.",
+ "limitations": "Cannot replace specialized domain expertise or generate highly technical content without sufficient detailed input from the user. The quality depends on completeness and clarity of inputs.",
+ "examples": [
+ "Draft a brief for a new marketing campaign targeting millennials to increase brand awareness.",
+ "Create a project brief summarizing objectives and deadlines for a software development initiative.",
+ "Prepare a client presentation brief explaining project background and expected outcomes."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "drafting",
+ "brief",
+ "business",
+ "project",
+ "summary",
+ "document"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"New Product Launch\",\"purpose\":\"To inform the marketing team about the upcoming product and align on goals.\",\"targetAudience\":\"Marketing department and stakeholders\",\"keyObjectives\":[\"Increase awareness\",\"Generate leads\",\"Achieve sales target\"],\"background\":\"This product addresses a gap in the market for affordable smart home devices.\",\"deadline\":\"2024-09-30\",\"tone\":\"formal\"}",
+ "description": "Draft a formal brief for a marketing team regarding an upcoming product launch, including objectives and background."
+ },
+ {
+ "inputJson": "{\"title\":\"Website Redesign Project\",\"purpose\":\"Provide an overview of the website redesign aims and milestones.\",\"targetAudience\":\"Project team and company executives\",\"keyObjectives\":[\"Improve user experience\",\"Update branding\",\"Increase site traffic\"],\"background\":\"Our current website is outdated and does not reflect the new brand strategy.\",\"deadline\":\"2024-12-15\",\"tone\":\"formal\"}",
+ "description": "Generate a structured project brief outlining objectives and context for a website redesign."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftTranscript",
+ "description": "Generates a structured transcript draft from audio or video input along with optional metadata. Accepts media file URL or text subtitle input, analyzes or formats content, and produces a timestamped transcript text draft suitable for editing or publishing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "mediaUrl",
+ "type": "string",
+ "description": "URL to the audio or video file to transcribe or draft the transcript from.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "subtitleText",
+ "type": "string",
+ "description": "Optional subtitle text input representing dialogue or narration to format as a transcript draft.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en', 'es') specifying the spoken language for transcription or formatting.",
+ "required": true,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeTimestamps",
+ "type": "boolean",
+ "description": "Whether to include timestamps in the output transcript draft.",
+ "required": true,
+ "defaultValue": "true"
+ },
+ {
+ "name": "speakerLabels",
+ "type": "boolean",
+ "description": "Whether to attempt to identify and label different speakers in the transcript draft.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "maxSegmentLength",
+ "type": "number",
+ "description": "Maximum length in seconds for each transcript segment before a timestamp break.",
+ "required": false,
+ "defaultValue": "60"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted transcript text with optional metadata such as timestamps and speaker labels."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an agent needs to create a preliminary transcript draft from audio or video content to facilitate review, editing, or further processing. Helpful for generating readable, structured text from multimedia inputs or subtitle text to prepare transcripts for publishing or accessibility.",
+ "limitations": "This tool does not perform perfect speech-to-text transcription from audio or video; it may rely on provided subtitles or require additional transcription services. It cannot fully verify transcript accuracy or context beyond formatting and structuring input content.",
+ "examples": [
+ "Draft a transcript from a webinar recording URL with English audio and timestamps included.",
+ "Format provided subtitle text into a clean transcript format labeling speakers.",
+ "Create a short segment-timestamped transcript draft from a podcast audio file."
+ ]
+ },
+ "tags": [
+ "content",
+ "transcript",
+ "drafting",
+ "audio",
+ "video",
+ "subtitle",
+ "text",
+ "media"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"mediaUrl\":\"https://example.com/meeting.mp4\",\"language\":\"en\",\"includeTimestamps\":true,\"speakerLabels\":true}",
+ "description": "Draft a transcript including timestamps and speaker labels from an English meeting video."
+ },
+ {
+ "inputJson": "{\"subtitleText\":\"[00:00:01] Hello and welcome.\\n[00:00:05] This is the project update.\",\"language\":\"en\",\"includeTimestamps\":true}",
+ "description": "Create a formatted transcript draft from given subtitle text with timestamps."
+ },
+ {
+ "inputJson": "{\"mediaUrl\":\"https://example.com/podcast.mp3\",\"language\":\"en\",\"includeTimestamps\":false,\"maxSegmentLength\":30}",
+ "description": "Generate a transcript draft without timestamps from a podcast audio, splitting text into 30-second segments."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftChecklist",
+ "description": "Generates a structured checklist based on a given topic, purpose, and desired number of items. Users provide a checklist topic and optional context; the tool produces an organized list of actionable steps or considerations tailored to the input, formatted for easy review and use.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or focus of the checklist to be drafted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "purpose",
+ "type": "string",
+ "description": "The intended use or goal of the checklist, providing context to guide content creation.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "numberOfItems",
+ "type": "number",
+ "description": "Approximate number of checklist items to generate for thorough coverage.",
+ "required": false,
+ "defaultValue": "10"
+ },
+ {
+ "name": "itemDetailLevel",
+ "type": "string",
+ "description": "Detail level for each item, e.g., 'brief' or 'detailed', affecting the length and depth of each checklist point.",
+ "required": false,
+ "defaultValue": "brief"
+ },
+ {
+ "name": "includeTips",
+ "type": "boolean",
+ "description": "Whether to add extra tips or explanations alongside each checklist item.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the checklist title and an ordered array of checklist items, each optionally with explanatory tips."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate a coherent and relevant checklist for a specific topic, such as project planning, event preparation, or quality assurance. It helps organize important tasks or considerations into a clear, actionable format for users to follow.",
+ "limitations": "The tool may produce generic or high-level checklist items and might not cover very specialized or highly technical domains in depth. It is not designed to replace expert consultation or detailed procedural manuals.",
+ "examples": [
+ "Create a checklist for launching a new website project with about 8 items and include detailed points.",
+ "Draft a simple grocery shopping checklist focused on healthy eating with brief items.",
+ "Generate a handyman's home inspection checklist with tips included for each item."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "checklist",
+ "task management",
+ "organization",
+ "planning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Launching a new website project\",\"purpose\":\"Project management guidance\",\"numberOfItems\":8,\"itemDetailLevel\":\"detailed\",\"includeTips\":true}",
+ "description": "Generate a detailed project launch checklist for a new website with useful tips on each step."
+ },
+ {
+ "inputJson": "{\"topic\":\"Healthy grocery shopping\",\"purpose\":\"Guide for nutrition-focused purchases\",\"numberOfItems\":10,\"itemDetailLevel\":\"brief\",\"includeTips\":false}",
+ "description": "Create a concise checklist for shopping groceries aimed at healthy eating."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftTemplate",
+ "description": "Generates a customized document template by accepting a template type, optional placeholders, and formatting preferences. Produces a structured template draft in JSON or text format suitable for further editing or immediate use.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "templateType",
+ "type": "string",
+ "description": "Specifies the kind of document template to create, such as 'business proposal', 'newsletter', or 'invoice'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "placeholders",
+ "type": "object",
+ "description": "Key-value pairs defining placeholder names and their default values to include in the template for personalization.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The output format of the drafted template, such as 'json' for structured data or 'text' for plain text documents.",
+ "required": false,
+ "defaultValue": "json"
+ },
+ {
+ "name": "includeInstructions",
+ "type": "boolean",
+ "description": "If true, includes usage instructions or comments within the template to guide users.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The natural language for template text, e.g., 'en' for English, to localize generated content.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A drafted template object containing the template content, metadata like type and language, and optional usage instructions."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a structured document template customized to a specific domain or purpose, optionally including placeholders for dynamic content. It enables efficient content creation workflows by providing a ready-to-edit or deployable template draft.",
+ "limitations": "This tool cannot fill in real-time data or generate complete documents from scratch; it produces template scaffolds requiring further population or customization.",
+ "examples": [
+ "Create a business proposal template with placeholders for client name and project details.",
+ "Generate a newsletter template in text format including instructions for editors.",
+ "Draft an invoice template in English with placeholders for billing details."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "template generation",
+ "document drafting",
+ "automation",
+ "placeholders",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"templateType\":\"business proposal\",\"placeholders\":{\"clientName\":\"[Client Name]\",\"projectName\":\"[Project Name]\"},\"format\":\"json\",\"includeInstructions\":true,\"language\":\"en\"}",
+ "description": "Draft a business proposal template in JSON including placeholders and usage instructions."
+ },
+ {
+ "inputJson": "{\"templateType\":\"newsletter\",\"format\":\"text\",\"includeInstructions\":true,\"language\":\"en\"}",
+ "description": "Generate a plain text newsletter template with instructions in English."
+ },
+ {
+ "inputJson": "{\"templateType\":\"invoice\",\"placeholders\":{\"invoiceNumber\":\"[Invoice No]\",\"dueDate\":\"[Due Date]\"},\"format\":\"json\"}",
+ "description": "Create a JSON invoice template including relevant placeholders."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftFAQ",
+ "description": "Generates a structured Frequently Asked Questions (FAQ) document draft based on a provided topic and optional detailed input such as target audience, product details, or common concerns. The tool synthesizes relevant questions and answers to produce a clear, organized FAQ output in JSON or plain text format.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "Primary subject or domain for which the FAQ is to be generated, e.g., product name or service type.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers or customers to tailor the complexity and style of the FAQ (e.g., beginners, advanced users).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyDetails",
+ "type": "string",
+ "description": "Supplementary information or context about the topic, such as feature descriptions or common customer questions, to enhance answer relevance.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "numberOfEntries",
+ "type": "number",
+ "description": "Desired number of question-answer pairs in the drafted FAQ. Limits the output length.",
+ "required": false,
+ "defaultValue": "10"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the FAQ output, either 'json' for structured data or 'text' for plain formatted text.",
+ "required": false,
+ "defaultValue": "json"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted FAQ, including an array of question and answer pairs, and metadata like topic and entry count."
+ },
+ "aiAgent": {
+ "useCase": "Use when a user or client needs to quickly generate an initial FAQ document for a new product, service, or domain based on limited input to streamline content creation. It helps draft relevant questions and articulate clear answers automatically. This is particularly useful for onboarding, website content, or customer support documentation.",
+ "limitations": "Cannot guarantee domain-expert accuracy; may require human review and refinement. Not designed to incorporate confidential or proprietary information without explicit input.",
+ "examples": [
+ "Draft an FAQ for a new fitness app aimed at beginners covering 8 questions.",
+ "Create a FAQ document for an ecommerce platform focusing on shipping policies in plain text format.",
+ "Generate FAQs about a software product including key features and user concerns for advanced users."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "FAQ",
+ "document drafting",
+ "customer support",
+ "knowledge base",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"electric bicycles\",\"targetAudience\":\"beginner commuters\",\"keyDetails\":\"advantages, charging time, safety features\",\"numberOfEntries\":5,\"outputFormat\":\"json\"}",
+ "description": "Generate a 5-entry FAQ tailored for beginners interested in electric bicycles focusing on advantages, charging, and safety."
+ },
+ {
+ "inputJson": "{\"topic\":\"Cloud Storage Service\",\"targetAudience\":\"IT professionals\",\"numberOfEntries\":10,\"outputFormat\":\"text\"}",
+ "description": "Create a 10-question FAQ in plain text designed for IT professionals about features of a cloud storage service."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftSummary",
+ "description": "Generates a concise summary from provided text content. Accepts raw text input, processes key information extraction and condensation using NLP techniques, and outputs a brief summary highlighting the main points, suitable for documents, articles, or reports.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "textContent",
+ "type": "string",
+ "description": "The full text content to summarize; can be a document, article, or any lengthy text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the summary in words; controls summary brevity.",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language of the input text to tailor summarization models accordingly (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeKeyPhrases",
+ "type": "boolean",
+ "description": "Whether to extract and include key phrases in the summary output.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated summary string and an optional list of key phrases if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create a readable, concise summary from large blocks of text to present the main ideas quickly, such as summarizing articles, reports, or lengthy documents for easier consumption.",
+ "limitations": "May not capture nuanced or highly technical content accurately; summaries depend on input text quality and length; not suited for generating summaries of non-text inputs or multimedia content.",
+ "examples": [
+ "Summarize a product review article into 100 words.",
+ "Create a summary of a meeting transcript highlighting key decisions.",
+ "Generate key phrases along with a short summary of a research paper."
+ ]
+ },
+ "tags": [
+ "summarization",
+ "content-creation",
+ "nlp",
+ "text-processing",
+ "document",
+ "summary",
+ "draft"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"textContent\":\"In recent years, the field of artificial intelligence has seen rapid advancements with applications ranging from healthcare to autonomous vehicles. These developments are driven by improved algorithms, larger datasets, and better hardware capabilities, enabling machines to learn and make decisions more effectively than ever before.\",\"maxLength\":50,\"language\":\"en\",\"includeKeyPhrases\":false}",
+ "description": "Summarize a paragraph about AI advancements into a brief summary."
+ },
+ {
+ "inputJson": "{\"textContent\":\"The quarterly report highlights a 15% increase in revenue, driven primarily by growth in the Asia-Pacific region. Operational costs were reduced by 5%, boosting overall profitability. Key initiatives included expanding product lines and improving customer service.\",\"maxLength\":70,\"language\":\"en\",\"includeKeyPhrases\":true}",
+ "description": "Summarize a financial report paragraph and include key phrases."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftParagraph",
+ "description": "Generates a coherent paragraph of text based on a given topic and optional stylistic preferences. Accepts a theme or subject, tone, and target length, then drafts a focused paragraph matching the input parameters.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the paragraph to draft.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired style or emotional tone of the paragraph, e.g., formal, casual, persuasive.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate number of words the paragraph should contain.",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "Optional list of specific words to include within the paragraph for emphasis or SEO purposes.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted paragraph as a string under the key 'paragraph'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a concise, themed paragraph is needed quickly, such as for content drafts, marketing messages, summaries, or writing assistance. It is ideal for generating coherent, stylistically consistent text on a specified topic with control over tone and length.",
+ "limitations": "The tool cannot guarantee in-depth technical accuracy or extensive creative composition beyond a single paragraph. It may not adhere perfectly to highly specialized jargon or extremely long content requirements.",
+ "examples": [
+ "Draft a persuasive paragraph about renewable energy.",
+ "Create a casual paragraph describing a new smartphone feature.",
+ "Write a formal paragraph on the importance of cybersecurity."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "text-generation",
+ "paragraph",
+ "drafting",
+ "writing-assistance"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of daily exercise\",\"tone\":\"motivational\",\"length\":80,\"keywords\":[\"health\",\"energy\"]}",
+ "description": "Draft a motivational paragraph about the benefits of daily exercise including keywords \"health\" and \"energy\"."
+ },
+ {
+ "inputJson": "{\"topic\":\"Artificial Intelligence in healthcare\",\"tone\":\"formal\",\"length\":120}",
+ "description": "Generate a formal paragraph discussing the role of artificial intelligence in healthcare."
+ },
+ {
+ "inputJson": "{\"topic\":\"Tips for remote work productivity\",\"tone\":\"casual\",\"length\":100}",
+ "description": "Create a casual paragraph giving tips for improving productivity while working remotely."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftSentence",
+ "description": "Generates a coherent, contextually relevant sentence based on a provided prompt, desired tone, and length constraints. It accepts a text prompt and optional parameters for style and complexity, and returns a single drafted sentence as output.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "prompt",
+ "type": "string",
+ "description": "A short text prompt or seed phrase to guide sentence generation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone or style of the sentence, e.g., formal, casual, optimistic.",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "complexity",
+ "type": "string",
+ "description": "Level of sentence complexity, e.g., simple, intermediate, complex.",
+ "required": false,
+ "defaultValue": "intermediate"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the sentence in characters.",
+ "required": false,
+ "defaultValue": "140"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted sentence as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a natural, context-aware sentence is needed based on a given text seed or prompt. It is ideal for content creation workflows requiring brief, stylistically tailored text generation, such as writing assistance or chatbot responses.",
+ "limitations": "The tool generates one sentence at a time and may produce generic or less accurate content for highly specialized or ambiguous prompts. It does not generate paragraphs or multiple sentences in one call.",
+ "examples": [
+ "Draft a formal sentence about climate change.",
+ "Create a casual sentence expressing excitement about a new project.",
+ "Generate a complex sentence starting with 'Despite the challenges...'"
+ ]
+ },
+ "tags": [
+ "content generation",
+ "text creation",
+ "sentence drafting",
+ "natural language",
+ "writing assistance"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"prompt\":\"Advancements in AI\",\"tone\":\"formal\",\"complexity\":\"complex\",\"maxLength\":150}",
+ "description": "Draft a formal, complex sentence about AI advancements."
+ },
+ {
+ "inputJson": "{\"prompt\":\"Weekend plans\",\"tone\":\"casual\",\"maxLength\":100}",
+ "description": "Create a casual and short sentence about weekend plans."
+ },
+ {
+ "inputJson": "{\"prompt\":\"Despite the challenges\",\"complexity\":\"complex\"}",
+ "description": "Generate a complex sentence starting with 'Despite the challenges...'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftInvoice",
+ "description": "Generates a professional invoice draft based on provided client, services, and payment details. Accepts inputs including client information, itemized list of products or services with quantities and prices, invoice number, and due date. Outputs a structured invoice ready for review or further formatting.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "invoiceNumber",
+ "type": "string",
+ "description": "Unique identifier for the invoice to distinguish it from others.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "invoiceDate",
+ "type": "string",
+ "description": "Date when the invoice is issued (ISO 8601 format recommended).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dueDate",
+ "type": "string",
+ "description": "Payment due date for the invoice (ISO 8601 format recommended).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "clientInfo",
+ "type": "object",
+ "description": "Details of the client including name, address, and contact information.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "items",
+ "type": "array",
+ "description": "List of items or services, each with description, quantity, unit price, and optional tax rate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "currency",
+ "type": "string",
+ "description": "Currency code (ISO 4217) used for invoice amounts, e.g., USD, EUR.",
+ "required": false,
+ "defaultValue": "USD"
+ },
+ {
+ "name": "notes",
+ "type": "string",
+ "description": "Additional comments or terms to appear on the invoice.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a structured invoice object containing header, client details, itemized charges with totals and taxes, notes, and payment terms suitable for rendering or exporting."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to programmatically create a draft invoice document from structured input data for clients and services rendered, especially when automating billing workflows or generating templated invoices for review.",
+ "limitations": "This tool does not perform payment processing or legal validation of invoice terms. It creates draft invoices but does not manage invoice tracking or integrate with accounting software directly.",
+ "examples": [
+ "Create an invoice draft for a client with three services including quantities and unit prices.",
+ "Generate an invoice with client contact details, invoice and due dates, and include payment notes.",
+ "Draft an invoice in EUR currency for goods sold with itemized tax calculations."
+ ]
+ },
+ "tags": [
+ "invoice",
+ "billing",
+ "content-creation",
+ "document-generation",
+ "finance",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"invoiceNumber\":\"INV-1001\",\"invoiceDate\":\"2024-06-01\",\"dueDate\":\"2024-06-30\",\"clientInfo\":{\"name\":\"Acme Corp.\",\"address\":\"123 Market St, Springfield\",\"email\":\"billing@acmecorp.com\"},\"items\":[{\"description\":\"Consultation Services\",\"quantity\":10,\"unitPrice\":150,\"taxRate\":0.1},{\"description\":\"Software License\",\"quantity\":2,\"unitPrice\":2000,\"taxRate\":0.2}],\"currency\":\"USD\",\"notes\":\"Payment due within 30 days.\"}",
+ "description": "Draft an invoice for Acme Corp. for consultation and software license fees with taxes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Invoice",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftMinutes",
+ "description": "This tool generates a structured draft of meeting minutes based on provided meeting details such as agenda items, participants, and notes. It processes the input to create organized minutes including attendance, discussion summaries, decisions made, and action items, outputting a formatted textual draft suitable for review and distribution.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "meetingTitle",
+ "type": "string",
+ "description": "Title or subject of the meeting to be documented",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "date",
+ "type": "string",
+ "description": "Date of the meeting in ISO format (YYYY-MM-DD)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "participants",
+ "type": "array",
+ "description": "List of participant names who attended the meeting",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "agendaItems",
+ "type": "array",
+ "description": "List of agenda item titles or topics discussed during the meeting",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "discussionPoints",
+ "type": "array",
+ "description": "Array of objects summarizing discussion per agenda item, each including 'agendaItem' and 'points' as string",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "decisions",
+ "type": "array",
+ "description": "List of key decisions made during the meeting",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "actionItems",
+ "type": "array",
+ "description": "List of action items with assigned responsible persons and deadlines",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "meetingLeader",
+ "type": "string",
+ "description": "Name of the person leading or chairing the meeting",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted meeting minutes as a formatted text string under the 'minutesText' key"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce a clear, professional draft of meeting minutes from structured input data collected before or during a meeting. It helps in quickly generating consistent and organized minutes from agenda and discussion data, facilitating efficient meeting documentation.",
+ "limitations": "The tool cannot infer content not provided; accuracy depends on input detail quality. It does not transcribe audio or extract facts automatically from recordings.",
+ "examples": [
+ "Generate meeting minutes draft from the agenda, participants, summary of topics discussed, decisions, and assigned actions.",
+ "Create a formatted meeting minutes document after manually entering notes from a project status meeting.",
+ "Produce a drafts of minutes emphasizing decisions and next steps for team distribution after a client meeting."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "meeting minutes",
+ "documentation",
+ "productivity",
+ "office tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"meetingTitle\":\"Monthly Marketing Strategy Meeting\",\"date\":\"2024-06-05\",\"participants\":[\"Alice Johnson\",\"Bob Smith\",\"Carol Lee\"],\"agendaItems\":[\"Campaign Review\",\"Budget Allocation\",\"New Product Launch\"],\"discussionPoints\":[{\"agendaItem\":\"Campaign Review\",\"points\":\"Reviewed last quarter’s campaign results; noted increased engagement on social media.\"},{\"agendaItem\":\"Budget Allocation\",\"points\":\"Discussed proposed budget increase for digital ads.\"},{\"agendaItem\":\"New Product Launch\",\"points\":\"Planned launch timeline and assigned marketing tasks.\"}],\"decisions\":[\"Approve 15% increase in digital ad budget.\",\"Launch new product on September 1st.\"],\"actionItems\":[{\"task\":\"Prepare detailed ad budget proposal\",\"assignee\":\"Bob Smith\",\"deadline\":\"2024-06-12\"},{\"task\":\"Create launch event plan\",\"assignee\":\"Carol Lee\",\"deadline\":\"2024-07-01\"}],\"meetingLeader\":\"Alice Johnson\"}",
+ "description": "Draft meeting minutes for a marketing strategy meeting with agenda topics, discussions, decisions, and action items."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftBlogPost",
+ "description": "Generates a draft blog post based on the given topic, target audience, desired tone, and optional keywords. Processes the inputs to create a coherent, engaging, and structured blog post comprising an introduction, main body, and conclusion. Outputs the draft blog content as plain text.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme for the blog post to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers to tailor the post style and complexity.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the blog post, e.g., professional, casual, persuasive.",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "Relevant keywords or phrases to include for SEO and thematic emphasis.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "wordCount",
+ "type": "number",
+ "description": "Approximate desired length of the blog post in words.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to add a call-to-action section at the end of the blog post.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated blog post text as a string and metadata such as estimated word count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly generate a structured, readable draft blog post from minimal input, such as topic and audience, to accelerate content creation workflows. Ideal for content marketing, blogs, and web articles requiring engaging and audience-tailored writing.",
+ "limitations": "Cannot guarantee factual accuracy or replace expert content reviewers; generated content may require editing for nuance, tone, and SEO optimization beyond initial drafting.",
+ "examples": [
+ "Create a 1000-word blog post about sustainable gardening for beginner gardeners with a friendly tone.",
+ "Draft a professional blog post explaining recent blockchain trends focused on financial investors.",
+ "Generate a casual tech blog discussing the benefits of AI in daily life, including the keywords AI, automation, smart devices."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "blog",
+ "drafting",
+ "writing",
+ "SEO",
+ "marketing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Tips for effective remote work\",\"targetAudience\":\"remote employees and freelancers\",\"tone\":\"professional\",\"keywords\":[\"remote work\",\"productivity\",\"home office\"],\"wordCount\":900,\"includeCallToAction\":true}",
+ "description": "Generate a professional blog post to help remote workers improve productivity and office setup."
+ },
+ {
+ "inputJson": "{\"topic\":\"Best budget travel destinations 2024\",\"targetAudience\":\"young adults and students\",\"tone\":\"casual\",\"keywords\":[\"budget travel\",\"2024 vacations\",\"cheap destinations\"],\"wordCount\":750,\"includeCallToAction\":false}",
+ "description": "Create a casual blog post suggesting affordable travel places for the upcoming year without a call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftContract",
+ "description": "Generates a preliminary contract document based on provided contract type, key terms, and optional clauses. Accepts inputs such as contract type, parties involved, effective dates, payment terms, confidentiality clauses, and other relevant provisions. Produces a formatted draft contract text suitable for review and editing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "contractType",
+ "type": "string",
+ "description": "Specifies the type of contract to draft (e.g., 'NDA', 'Service Agreement').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "parties",
+ "type": "array",
+ "description": "List of parties involved in the contract, each as an object with name and role.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "effectiveDate",
+ "type": "string",
+ "description": "The contract's effective date as an ISO 8601 date string (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "termLengthMonths",
+ "type": "number",
+ "description": "Duration of the contract term in months.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "paymentTerms",
+ "type": "string",
+ "description": "Details of payment terms such as amounts, schedules, and methods.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "confidentialityClause",
+ "type": "boolean",
+ "description": "Flag to include a standard confidentiality clause in the contract.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "terminationConditions",
+ "type": "string",
+ "description": "Conditions under which the contract may be terminated.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "additionalClauses",
+ "type": "array",
+ "description": "An array of additional clause texts to be appended to the contract.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns draft contract with full text and metadata including contract type and involved parties."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create a first draft of a legal contract quickly by providing structured inputs such as contract type, parties, and key terms. It helps automate creation of standard contract templates and preliminary wording for review and negotiation.",
+ "limitations": "This tool does not provide legally vetted or jurisdiction-specific contracts, nor does it replace professional legal advice. It cannot enforce or validate legal compliance or custom complex clauses beyond provided input.",
+ "examples": [
+ "Draft a service agreement contract between two companies specifying payment terms and confidentiality.",
+ "Generate an NDA between two parties with a 12-month term and termination conditions.",
+ "Create a freelance work contract including additional clauses about intellectual property rights."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "contract",
+ "legal",
+ "drafting",
+ "automation",
+ "document-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contractType\":\"NDA\",\"parties\":[{\"name\":\"Alpha Corp\",\"role\":\"Disclosing Party\"},{\"name\":\"Beta LLC\",\"role\":\"Receiving Party\"}],\"effectiveDate\":\"2024-06-01\",\"termLengthMonths\":12,\"confidentialityClause\":true}",
+ "description": "Drafts a 12-month NDA between two companies including confidentiality clause."
+ },
+ {
+ "inputJson": "{\"contractType\":\"Service Agreement\",\"parties\":[{\"name\":\"Tech Solutions\",\"role\":\"Provider\"},{\"name\":\"RetailCo\",\"role\":\"Client\"}],\"paymentTerms\":\"Monthly payments of $5000 due by the 5th day.\",\"terminationConditions\":\"Either party may terminate with 30 days written notice.\"}",
+ "description": "Creates a service agreement with specific payment terms and termination conditions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Contract",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftArticle",
+ "description": "Generates a structured draft article based on input topic, keywords, and desired length. Accepts topic string, optional keywords array, target word count, and tone style. Produces a coherent article draft suitable for further editing or publishing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The primary subject or title of the article to draft.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of important keywords to be naturally included in the article.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetWordCount",
+ "type": "number",
+ "description": "Approximate desired length of the article in words.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone or style of writing: e.g., formal, casual, persuasive, informative.",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "includeSubheadings",
+ "type": "boolean",
+ "description": "Whether to organize the article into sections with subheadings for clarity.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the full article draft text and a list of suggested sections or subheadings."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to rapidly generate comprehensive article drafts from minimal input such as topic and keywords, ideal for content creation workflows requiring structured, human-readable text. It is helpful for generating well-organized initial drafts that can be refined further.",
+ "limitations": "This tool does not perform fact-checking or source citation automatically, and the generated content may require human review before publication to ensure accuracy and appropriateness.",
+ "examples": [
+ "Draft an article about sustainable urban farming emphasizing environmental benefits, targeting 1200 words, with a persuasive tone.",
+ "Create a casual style article draft on the topic of electric vehicles that includes keywords: \"EV,\" \"charging stations,\" and \"range anxiety.\"",
+ "Generate an informative article draft on the history of jazz music around 900 words, including subheadings for key periods."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "article drafting",
+ "text generation",
+ "writing assistant",
+ "content marketing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Sustainable urban farming\",\"keywords\":[\"environment\",\"green spaces\",\"local food\"],\"targetWordCount\":1200,\"tone\":\"persuasive\",\"includeSubheadings\":true}",
+ "description": "Generate a 1200-word persuasive article draft focusing on sustainable urban farming and its environmental benefits."
+ },
+ {
+ "inputJson": "{\"topic\":\"Electric vehicles\",\"keywords\":[\"EV\",\"charging stations\",\"range anxiety\"],\"targetWordCount\":800,\"tone\":\"casual\",\"includeSubheadings\":false}",
+ "description": "Create a casual tone article draft about electric vehicles including specified keywords, approximately 800 words, without subheadings."
+ },
+ {
+ "inputJson": "{\"topic\":\"History of jazz music\",\"keywords\":[],\"targetWordCount\":900,\"tone\":\"informative\",\"includeSubheadings\":true}",
+ "description": "Produce an informative article draft on the history of jazz music structured with subheadings, around 900 words."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftReport",
+ "description": "Generates a structured draft report based on provided topic, key points, and optional data summary. Accepts input including report title, target audience, sections with content outlines, and data summaries. Processes inputs to produce a coherent multi-section textual report draft suitable for review or further editing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "reportTitle",
+ "type": "string",
+ "description": "The main title or subject of the report to be drafted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience to tailor tone and complexity (e.g., executives, technical staff).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "An array of section objects, each containing a header and key points or bullet outlines to cover in that section.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataSummary",
+ "type": "string",
+ "description": "Optional summarized data or results to incorporate as factual content within the report.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeExecutiveSummary",
+ "type": "boolean",
+ "description": "Flag to include an executive summary section at the beginning of the report.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "languageTone",
+ "type": "string",
+ "description": "Preferred tone of the report, e.g., formal, informal, persuasive, neutral.",
+ "required": false,
+ "defaultValue": "formal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete textual draft of the report, with sections and optional executive summary in a structured format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to quickly generate a structured, coherent draft of a report document from prescribed inputs such as key topics, audience type, and data points. Useful for automating content creation workflows in business, research, or project reporting with minimal manual writing.",
+ "limitations": "Cannot generate highly specialized technical content requiring domain expertise beyond provided inputs. Does not perform detailed fact-checking or real-time data integration.",
+ "examples": [
+ "Draft a quarterly sales report for executive team highlighting revenue trends and regional performance.",
+ "Create a project status report with sections on progress, risks, and next steps for stakeholders.",
+ "Generate a marketing campaign report draft in persuasive tone based on campaign metrics and outcomes."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "report drafting",
+ "document generation",
+ "automation",
+ "business reporting",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"reportTitle\":\"Q1 Financial Overview\",\"targetAudience\":\"Senior Management\",\"sections\":[{\"header\":\"Revenue Analysis\",\"keyPoints\":[\"Total revenue growth\",\"Revenue by region\"]},{\"header\":\"Expense Breakdown\",\"keyPoints\":[\"Operational expenses\",\"Marketing costs\"]}],\"dataSummary\":\"Q1 showed a 10% revenue increase compared to Q4, driven primarily by North America and APAC regions.\",\"includeExecutiveSummary\":true,\"languageTone\":\"formal\"}",
+ "description": "Draft a formal Q1 financial overview report with executive summary for senior management including revenue and expenses."
+ },
+ {
+ "inputJson": "{\"reportTitle\":\"Project Phoenix Status Update\",\"targetAudience\":\"Project Stakeholders\",\"sections\":[{\"header\":\"Progress\",\"keyPoints\":[\"Completed milestones\",\"Current sprint objectives\"]},{\"header\":\"Risks and Issues\",\"keyPoints\":[\"Identified roadblocks\",\"Mitigation plans\"]},{\"header\":\"Next Steps\",\"keyPoints\":[\"Upcoming tasks\",\"Resource allocation\"]}],\"includeExecutiveSummary\":false,\"languageTone\":\"neutral\"}",
+ "description": "Generate a neutral-tone project status report covering progress, risks and next steps without executive summary."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftResume",
+ "description": "Generates a professional resume by accepting personal details, work experience, education, skills, and optionally a job description to tailor the resume. Processes structured input to create a well-formatted and concise resume draft ready for review or customization.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "personalInfo",
+ "type": "object",
+ "description": "Personal information including name, contact details, and summary statement.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "workExperience",
+ "type": "array",
+ "description": "List of work experiences, each with company, role, dates, and achievements.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "education",
+ "type": "array",
+ "description": "List of educational qualifications with institution, degree, and dates.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "skills",
+ "type": "array",
+ "description": "List of professional skills relevant to the candidate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "jobDescription",
+ "type": "string",
+ "description": "Optional job description or role to tailor the resume towards specific job requirements.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "templateStyle",
+ "type": "string",
+ "description": "Optional parameter to select resume style template (e.g., 'modern', 'classic').",
+ "required": false,
+ "defaultValue": "classic"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a formatted resume text and optionally the structure used for further edits."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal for generating initial professional resumes quickly from structured inputs, helping users or AI agents produce tailored resume drafts ready for customization or submission. It supports creating resumes for diverse industries by adjusting content and format.",
+ "limitations": "This tool cannot extract information from unstructured text or documents, nor perform precise graphic design layouts. It provides a textual formatted draft best suited for standard text-based resume creation.",
+ "examples": [
+ "Draft a resume with my personal info, work experience in software engineering, education background in computer science, key skills, and tailor it to a data scientist position.",
+ "Generate a classic style resume draft for a marketing professional using provided job history and education.",
+ "Create a modern style resume for a recent graduate including personal summary and skills relevant to entry-level positions."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "resume",
+ "career",
+ "drafting",
+ "document-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"personalInfo\":{\"name\":\"Jane Doe\",\"email\":\"jane.doe@example.com\",\"phone\":\"123-456-7890\",\"summary\":\"Experienced software engineer specialized in backend systems.\"},\"workExperience\":[{\"company\":\"Tech Corp\",\"role\":\"Software Engineer\",\"startDate\":\"2018-06\",\"endDate\":\"2023-01\",\"achievements\":[\"Developed scalable APIs\",\"Led migration to cloud infrastructure\"]}],\"education\":[{\"institution\":\"State University\",\"degree\":\"BSc Computer Science\",\"startDate\":\"2014-09\",\"endDate\":\"2018-05\"}],\"skills\":[\"Python\",\"Java\",\"AWS\",\"Docker\"],\"jobDescription\":\"Data Scientist role involving machine learning and data visualization.\",\"templateStyle\":\"modern\"}",
+ "description": "Draft a modern style resume for an experienced software engineer, tailored for a data scientist role."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Resume",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftEmail",
+ "description": "Generates a professionally structured email draft based on recipient information, subject, purpose, and optional tone. Accepts parameters such as recipient name, subject, and email body points, then composes a coherent email draft text.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "recipientName",
+ "type": "string",
+ "description": "Name of the primary email recipient to personalize the greeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line of the email to indicate the topic.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "purpose",
+ "type": "string",
+ "description": "Main intent or reason for the email to guide the content tone and focus.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "List of important points or details to include in the email body.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Preferred tone of the email (e.g., formal, friendly, concise).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "closing",
+ "type": "string",
+ "description": "Optional closing line or sign-off to end the email professionally.",
+ "required": false,
+ "defaultValue": "Best regards,"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete email draft text with greeting, body, and closing formatted as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a clear, professional email draft given a recipient, subject, and a set of key points or purpose. It helps automate drafting in business or personal communication scenarios requiring customized, tone-appropriate emails.",
+ "limitations": "Cannot send emails or manage email clients. It produces text only and may not fully capture complex emotional nuance or highly technical content without detailed input.",
+ "examples": [
+ "Draft a formal email to a client summarizing project updates.",
+ "Create a friendly invitation email for a team meeting.",
+ "Generate a concise follow-up email after a job interview."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "email",
+ "drafting",
+ "communication",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientName\":\"John Smith\",\"subject\":\"Project Update\",\"purpose\":\"Inform the client about the latest progress and next steps.\",\"keyPoints\":[\"Completed phase one\",\"Started phase two\",\"Expected completion next month\"],\"tone\":\"formal\",\"closing\":\"Sincerely,\"}",
+ "description": "Formal project update email to a client with key status points."
+ },
+ {
+ "inputJson": "{\"recipientName\":\"Emma\",\"subject\":\"Team Lunch Invitation\",\"purpose\":\"Invite teammates to lunch this Friday.\",\"keyPoints\":[\"Date and time: Friday at noon\",\"Location: Downtown Bistro\",\"RSVP by Wednesday\"],\"tone\":\"friendly\",\"closing\":\"Cheers,\"}",
+ "description": "Friendly invitation email for a casual team lunch."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftProposal",
+ "description": "Generates a structured project proposal draft based on provided key details such as project objectives, stakeholders, timeline, and budget. Accepts inputs defining scope, goals, and requirements; processes them to create a coherent proposal document outline and content suggestions; outputs a draft proposal text in markdown or plain text format.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "projectTitle",
+ "type": "string",
+ "description": "The title of the project for the proposal.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectSummary",
+ "type": "string",
+ "description": "A brief summary describing the purpose and main goal of the project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "objectives",
+ "type": "array",
+ "description": "List of specific objectives or goals the project aims to achieve.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "stakeholders",
+ "type": "array",
+ "description": "List of key stakeholders or involved parties with their roles or importance.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "timeline",
+ "type": "string",
+ "description": "General timeline or schedule overview for project milestones.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "budgetEstimate",
+ "type": "string",
+ "description": "Estimated budget for the project, including funding sources if available.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "additionalNotes",
+ "type": "string",
+ "description": "Optional additional information or requirements to be considered in the proposal.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired format of the output draft, e.g. 'markdown' or 'plain'.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the proposal draft text under 'proposalDraft' key and meta information about sections included."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an initial draft of a project proposal document is needed from key project details to help structure ideas, define goals, and create a ready-to-edit document outline quickly.",
+ "limitations": "Cannot replace detailed expert-written proposals or legal/financial advice. Does not generate highly customized technical content or consult on feasibility. Outputs a draft to be reviewed and refined by humans.",
+ "examples": [
+ "Draft a proposal for a community recycling initiative covering goals and stakeholders.",
+ "Generate a project proposal draft summarizing a software development plan with timeline and budget.",
+ "Create an initial proposal document for a marketing campaign highlighting objectives and estimated costs."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "proposal drafting",
+ "project management",
+ "document generation",
+ "writing assistant"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectTitle\":\"EcoPark Revitalization\",\"projectSummary\":\"A project aimed at renovating the local park to improve community access and green space.\",\"objectives\":[\"Improve accessibility\",\"Add new playground equipment\",\"Increase green landscaping\"],\"stakeholders\":[\"City Council\",\"Local Community Groups\"],\"timeline\":\"6 months from approval to completion\",\"budgetEstimate\":\"$150,000\",\"additionalNotes\":\"Focus on sustainable, eco-friendly materials.\",\"outputFormat\":\"markdown\"}",
+ "description": "Draft proposal for a local park renovation project with objectives and budget."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Proposal",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeReference",
+ "description": "Generates a properly formatted reference citation based on provided source details and citation style. Accepts input including author names, title, publication date, source type, and outputs a formatted reference string according to popular academic styles like APA, MLA, or Chicago.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of source (e.g., book, journal, website, article).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "authorNames",
+ "type": "array",
+ "description": "List of authors' full names in preferred order.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the work to be cited.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationYear",
+ "type": "number",
+ "description": "Year the source was published.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publisher",
+ "type": "string",
+ "description": "Name of the publisher or publishing organization.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "journalName",
+ "type": "string",
+ "description": "Name of the journal if sourceType is journal article.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "volume",
+ "type": "string",
+ "description": "Volume number if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "issue",
+ "type": "string",
+ "description": "Issue number if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "pages",
+ "type": "string",
+ "description": "Page range if applicable (e.g., 12-34).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL if source is online and applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "accessDate",
+ "type": "string",
+ "description": "Date the online source was accessed (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to format output (e.g., APA, MLA, Chicago).",
+ "required": true,
+ "defaultValue": "APA"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Contains the formatted reference string compatible with the requested citation style and source type, ready for inclusion in bibliographies or reference lists."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when composing academic papers, articles, or reports requiring properly formatted citations from detailed source metadata. It ensures consistent, style-accurate references automatically, saving time and reducing manual errors.",
+ "limitations": "This tool cannot verify the accuracy of source metadata or retrieve missing data; input must be complete and correct. It does not support uncommon or highly customized citation styles beyond popular standards like APA, MLA, and Chicago.",
+ "examples": [
+ "Create an APA reference for a book with multiple authors.",
+ "Generate an MLA citation for a journal article including volume and issue.",
+ "Format a Chicago style reference for a website with URL and access date."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "citation",
+ "reference formatting",
+ "academic writing",
+ "bibliography"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceType\":\"book\",\"authorNames\":[\"John Smith\",\"Jane Doe\"],\"title\":\"Understanding AI\",\"publicationYear\":2021,\"publisher\":\"Tech Press\",\"citationStyle\":\"APA\"}",
+ "description": "Formatting an APA style book reference with two authors."
+ },
+ {
+ "inputJson": "{\"sourceType\":\"journal\",\"authorNames\":[\"Emily Johnson\"],\"title\":\"Deep Learning Advances\",\"publicationYear\":2020,\"journalName\":\"AI Research Journal\",\"volume\":\"15\",\"issue\":\"4\",\"pages\":\"234-250\",\"citationStyle\":\"MLA\"}",
+ "description": "Creating an MLA citation for a journal article including volume and issue details."
+ },
+ {
+ "inputJson": "{\"sourceType\":\"website\",\"authorNames\":[\"Tech Editor\"],\"title\":\"Future of Robotics\",\"publicationYear\":2023,\"url\":\"https://www.techsite.com/robotics\",\"accessDate\":\"2024-05-01\",\"citationStyle\":\"Chicago\"}",
+ "description": "Generating a Chicago style reference for an online article with URL and accessed date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.draftDocument",
+ "description": "Generates a preliminary draft of a document based on an input outline or topic description. Processes text prompts, structural requirements, and style preferences and produces a coherent draft text in specified format, ready for further editing or refinement.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title or subject of the document to be drafted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outlinePoints",
+ "type": "array",
+ "description": "An ordered list of key points or headings to structure the document around.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The writing style or tone (e.g., formal, informal, technical, persuasive) to apply to the draft.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Intended readership or audience type (e.g., general public, experts, students).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code indicating the desired language of the draft (e.g., 'en', 'es').",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the draft document in words. If omitted, defaults to 1000 words.",
+ "required": false,
+ "defaultValue": "1000"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted document text and metadata such as word count and detected language."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing a first-pass draft document generated from a high-level input such as a title, outline, or topic description. It helps in quickly producing base content for reports, articles, briefs, or proposals that require structured text based on user guidance.",
+ "limitations": "The draft is a generated initial version and may contain inaccuracies or lack detailed domain expertise. It should be reviewed and edited by a human before finalization. It cannot incorporate external or real-time data sources by itself.",
+ "examples": [
+ "Generate a formal report draft on climate change impacts based on provided key points.",
+ "Create an informal blog post draft about hiking tips for beginners.",
+ "Draft a technical memo summarizing new software architecture concepts."
+ ]
+ },
+ "tags": [
+ "content-generation",
+ "document",
+ "drafting",
+ "writing",
+ "text-generation",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"The Impact of Renewable Energy Adoption\",\"outlinePoints\":[\"Introduction\",\"Environmental Benefits\",\"Economic Considerations\",\"Challenges and Solutions\",\"Conclusion\"],\"style\":\"formal\",\"audience\":\"policy makers\",\"language\":\"en\",\"maxLength\":1200}",
+ "description": "Draft a formal policy report on renewable energy using provided outline points."
+ },
+ {
+ "inputJson": "{\"title\":\"Tips for First-Time Hikers\",\"style\":\"informal\",\"audience\":\"general public\",\"language\":\"en\",\"maxLength\":800}",
+ "description": "Create an informal blog post draft giving tips for beginner hikers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeCitation",
+ "description": "Composes a formatted citation string from structured bibliographic information following specified citation styles such as APA, MLA, or Chicago. Accepts inputs including author names, title, publication date, and source details, then outputs a correctly formatted citation text.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "authors",
+ "type": "array",
+ "description": "List of author names in order, each as a string (e.g., ['John Smith', 'Jane Doe']).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the cited work such as article, book, or webpage.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationDate",
+ "type": "string",
+ "description": "Date of publication in ISO format or other recognizable date string.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "source",
+ "type": "string",
+ "description": "Name of the publication, journal, website, or publisher of the work.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to format the output, e.g., 'APA', 'MLA', or 'Chicago'.",
+ "required": true,
+ "defaultValue": "APA"
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL of the online source if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "accessDate",
+ "type": "string",
+ "description": "Date when the online source was accessed, for online citations.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted citation string as 'formattedCitation'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a properly formatted citation from given bibliographic data for inclusion in academic or professional documents. It helps convert raw citation metadata into standardized citation text for styles like APA, MLA, or Chicago.",
+ "limitations": "This tool cannot fetch bibliographic data automatically or verify the accuracy of input data. It only formats the citation string based on provided inputs and the selected style.",
+ "examples": [
+ "Generate an APA citation for a journal article with two authors.",
+ "Create an MLA citation for a website accessed today.",
+ "Produce a Chicago style citation for a book with known author and publication date."
+ ]
+ },
+ "tags": [
+ "citation",
+ "formatting",
+ "academic",
+ "bibliography",
+ "reference",
+ "style guide",
+ "APA",
+ "MLA",
+ "Chicago"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"authors\":[\"Jane Doe\",\"John Smith\"],\"title\":\"Innovations in AI Research\",\"publicationDate\":\"2022-08-15\",\"source\":\"Journal of AI Studies\",\"citationStyle\":\"APA\"}",
+ "description": "Create an APA citation for a journal article with two authors."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Alice Johnson\"],\"title\":\"Exploring the Cosmos\",\"publicationDate\":\"2019\",\"source\":\"Space Exploration Press\",\"citationStyle\":\"Chicago\"}",
+ "description": "Produce a Chicago style citation for a book with one author."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Emily Brown\"],\"title\":\"Climate Change Effects\",\"url\":\"https://climateexample.org\",\"accessDate\":\"2024-06-01\",\"citationStyle\":\"MLA\"}",
+ "description": "Generate an MLA citation for a web page including accessed date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeHeading",
+ "description": "Generates well-structured and relevant headings for documents, articles, or web pages based on a given topic, desired tone, and heading level. Accepts a short textual topic and formatting preferences, and produces a concise heading text appropriate for the specified context.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "Main subject or theme for the heading to be generated. Required for context relevance.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "headingLevel",
+ "type": "number",
+ "description": "Desired heading level from 1 (largest) to 6 (smallest), reflecting document structure and importance.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone or style of the heading, e.g., formal, casual, technical, or persuasive, to match the target audience.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of characters allowed in the heading to ensure conciseness and formatting consistency.",
+ "required": false,
+ "defaultValue": "60"
+ },
+ {
+ "name": "includeKeyword",
+ "type": "string",
+ "description": "Optional keyword that should be included in the heading to improve SEO or relevance.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed heading text and its corresponding heading level used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate appropriate, concise, and formatted headings for digital content such as articles, blogs, reports, or web pages based on thematic input and formatting constraints. It helps maintain consistency in document structure and enhances content readability and SEO.",
+ "limitations": "Cannot generate full section content or paragraphs, only single-line headings. Quality depends on specificity of input topic and parameters. It does not replace editorial review for nuance or cultural context.",
+ "examples": [
+ "Generate a level 1 heading with a formal tone on 'Climate Change Effects'.",
+ "Create a casual, level 3 heading for a blog post about 'Healthy Eating Tips'.",
+ "Produce a technical level 2 heading including keyword 'AI Optimization' within 50 characters."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "heading",
+ "text-generation",
+ "SEO",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of Meditation\",\"headingLevel\":2,\"tone\":\"formal\",\"maxLength\":50}",
+ "description": "Generate a formal level 2 heading about 'Benefits of Meditation' with max 50 characters."
+ },
+ {
+ "inputJson": "{\"topic\":\"Summer Travel Tips\",\"headingLevel\":3,\"tone\":\"casual\"}",
+ "description": "Generate a casual level 3 heading focusing on summer travel."
+ },
+ {
+ "inputJson": "{\"topic\":\"Quantum Computing Basics\",\"includeKeyword\":\"Quantum\",\"maxLength\":40}",
+ "description": "Generate a heading including 'Quantum' keyword, max 40 characters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeLink",
+ "description": "Creates a formatted hyperlink for digital content by accepting a URL, display text, and optional attributes like title and target. It processes these inputs to generate a valid HTML anchor tag or Markdown link as output, suitable for embedding within web or text content.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The destination URL the link should point to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "displayText",
+ "type": "string",
+ "description": "The text to display for the link; if empty, the URL is used as display text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional tooltip text that appears when hovering over the link.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "openInNewTab",
+ "type": "boolean",
+ "description": "Whether the link should open in a new browser tab or window (adds target attribute).",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format of the link: 'html' for anchor tag or 'markdown' for markdown syntax.",
+ "required": false,
+ "defaultValue": "html"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated link string in the requested format under the 'link' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when composing or formatting links for inclusion in digital content such as web pages, blogs, or markdown documents. It helps standardize link creation with customizable display text, titles, and open-in-new-tab behavior, outputting clean HTML or markdown syntax as needed.",
+ "limitations": "This tool does not validate URLs for accessibility or check if the link destination is safe or live. It does not support advanced HTML attributes such as classes or styles beyond title and target.",
+ "examples": [
+ "Create an HTML anchor tag linking to 'https://example.com' with display text 'Example Site' that opens in a new tab.",
+ "Generate a markdown formatted link for 'https://docs.example.com' using the default display text (the URL).",
+ "Create an HTML link with a tooltip title attribute and no special target behavior."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "link",
+ "html",
+ "markdown",
+ "formatting",
+ "hyperlink"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://openai.com\",\"displayText\":\"OpenAI Website\",\"title\":\"Visit OpenAI\",\"openInNewTab\":true,\"format\":\"html\"}",
+ "description": "Create an HTML link to 'https://openai.com' with display text 'OpenAI Website', a title tooltip, that opens in a new tab."
+ },
+ {
+ "inputJson": "{\"url\":\"https://github.com\",\"displayText\":\"\",\"title\":\"GitHub Homepage\",\"openInNewTab\":false,\"format\":\"markdown\"}",
+ "description": "Generate a markdown link to 'https://github.com' using the URL as display text, with a title attribute (ignored in markdown)."
+ },
+ {
+ "inputJson": "{\"url\":\"https://news.example.com\",\"displayText\":\"Latest News\",\"title\":\"Read the latest news\",\"openInNewTab\":false,\"format\":\"html\"}",
+ "description": "Create a standard HTML anchor with custom display text and title, opening in the same tab."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeQuote",
+ "description": "This tool generates a well-structured quote based on user input. It accepts optional text fragments or themes and can produce quotes with specified tone, length, and attribution. The output is a formatted quote string with optional author attribution.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "The central theme or subject of the quote to guide composition, e.g., 'inspiration', 'wisdom'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the quote such as 'motivational', 'humorous', or 'philosophical'.",
+ "required": false,
+ "defaultValue": "inspirational"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the quote in characters to ensure brevity if needed.",
+ "required": false,
+ "defaultValue": "140"
+ },
+ {
+ "name": "includeAttribution",
+ "type": "boolean",
+ "description": "Whether to append an author or source attribution to the quote.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "authorName",
+ "type": "string",
+ "description": "Name of the person to attribute the quote to if includeAttribution is true.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated quote text and optional author attribution."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate original or inspired quotes for content creation, social media posts, presentations, or motivational materials. It helps produce meaningful, contextual quotes tailored by theme and tone to enrich digital content.",
+ "limitations": "The tool cannot generate or verify historically accurate quotes or attribute quotes to real persons reliably when custom authorName is provided. It does not support multi-language quotes beyond English.",
+ "examples": [
+ "Generate a motivational quote about perseverance.",
+ "Compose a humorous quote related to technology.",
+ "Create a short inspirational quote with attribution to 'Anonymous'."
+ ]
+ },
+ "tags": [
+ "content",
+ "quote",
+ "composition",
+ "inspiration",
+ "text-generation",
+ "attribution"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"theme\":\"perseverance\",\"tone\":\"motivational\",\"maxLength\":120,\"includeAttribution\":false,\"authorName\":\"\"}",
+ "description": "Generate a motivational quote about perseverance up to 120 characters without attribution."
+ },
+ {
+ "inputJson": "{\"theme\":\"technology\",\"tone\":\"humorous\",\"maxLength\":140,\"includeAttribution\":true,\"authorName\":\"Tech Guru\"}",
+ "description": "Create a humorous technology-related quote with attribution to 'Tech Guru'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeWord",
+ "description": "Generates a new English word based on given parameters such as meaning, part of speech, length constraints, and style preferences. Accepts semantic and stylistic inputs, processes through word-formation heuristics and language models, and returns a unique word with definition and linguistic attributes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "meaning",
+ "type": "string",
+ "description": "The semantic concept or idea the generated word should represent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "partOfSpeech",
+ "type": "string",
+ "description": "Grammatical category of the word: noun, verb, adjective, adverb, etc.",
+ "required": false,
+ "defaultValue": "noun"
+ },
+ {
+ "name": "minLength",
+ "type": "number",
+ "description": "Minimum length of the generated word in characters.",
+ "required": false,
+ "defaultValue": "3"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated word in characters.",
+ "required": false,
+ "defaultValue": "12"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Preferred style of the word: formal, informal, scientific, poetic, or fantasy.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "includeRealWords",
+ "type": "boolean",
+ "description": "If true, the output word may use or combine existing real words; if false, the word will be entirely artificial.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated word, its definition, part of speech, length, and style attributes."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create new English words to capture novel concepts, brand names, fictional terms, or jargon based on specified meanings and stylistic requirements. It aids in content creation that requires unique or evocative terminology.",
+ "limitations": "Cannot guarantee dictionary-valid or widely accepted words; the generated words may be novel and require validation for use. Does not translate or generate words in languages other than English.",
+ "examples": [
+ "Generate a new noun meaning 'a device that cleans the air silently' that sounds scientific.",
+ "Create a poetic adjective that conveys 'radiant and mysterious' with length between 5 and 10 letters.",
+ "Compose a fantasy style verb for 'to teleport quickly and unexpectedly'."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "word-generation",
+ "linguistics",
+ "creative-writing",
+ "naming",
+ "branding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"meaning\":\"a device that cleans the air silently\",\"partOfSpeech\":\"noun\",\"minLength\":6,\"maxLength\":10,\"style\":\"scientific\",\"includeRealWords\":false}",
+ "description": "Generate a scientific noun for a silent air cleaning device with length between 6 and 10 characters."
+ },
+ {
+ "inputJson": "{\"meaning\":\"radiant and mysterious\",\"partOfSpeech\":\"adjective\",\"minLength\":5,\"maxLength\":10,\"style\":\"poetic\",\"includeRealWords\":false}",
+ "description": "Create a poetic adjective word that conveys being radiant and mysterious with length between 5 and 10."
+ },
+ {
+ "inputJson": "{\"meaning\":\"to teleport quickly and unexpectedly\",\"partOfSpeech\":\"verb\",\"minLength\":5,\"maxLength\":8,\"style\":\"fantasy\",\"includeRealWords\":false}",
+ "description": "Generate a fantasy-style verb for rapid and unexpected teleportation with word length between 5 and 8."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeSentence",
+ "description": "Generates a coherent and contextually appropriate sentence based on given input parameters such as topic, style, tone, and desired length. It processes the inputs to compose a natural language sentence suitable for content creation, summarization, or communication purposes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme the sentence should be about.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The writing style for the sentence, e.g., formal, casual, academic, conversational.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The emotional tone of the sentence, such as neutral, positive, negative, humorous, or serious.",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "The maximum number of words the sentence should contain.",
+ "required": false,
+ "defaultValue": "20"
+ },
+ {
+ "name": "includeKeywords",
+ "type": "array",
+ "description": "An optional list of keywords to include in the sentence for emphasis or relevance.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed sentence text and metadata about its parameters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate a single coherent sentence that accurately and succinctly conveys a specific topic or message, customizable by style and tone. Ideal for tasks like writing assistants, content generation snippets, or generating illustrative example sentences.",
+ "limitations": "This tool produces only single sentences, not paragraphs or multi-sentence text. It may not capture deep domain-specific jargon nuances if overly specialized. Output depends on input clarity and parameter constraints.",
+ "examples": [
+ "Compose a formal sentence about climate change with a serious tone.",
+ "Generate a casual, positive sentence about coffee including the keywords 'morning' and 'energizing'.",
+ "Create a short academic sentence summarizing the importance of biodiversity."
+ ]
+ },
+ "tags": [
+ "content",
+ "generation",
+ "sentence",
+ "writing",
+ "text",
+ "style",
+ "tone"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"climate change\",\"style\":\"formal\",\"tone\":\"serious\",\"maxLength\":25}",
+ "description": "Generate a formal and serious sentence on climate change up to 25 words."
+ },
+ {
+ "inputJson": "{\"topic\":\"coffee\",\"style\":\"casual\",\"tone\":\"positive\",\"maxLength\":15,\"includeKeywords\":[\"morning\",\"energizing\"]}",
+ "description": "Create a casual and positive sentence mentioning morning and energizing about coffee."
+ },
+ {
+ "inputJson": "{\"topic\":\"biodiversity\",\"style\":\"academic\",\"tone\":\"neutral\",\"maxLength\":20}",
+ "description": "Compose an academic style sentence about the importance of biodiversity, neutral tone, max 20 words."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeParagraph",
+ "description": "Generates a coherent paragraph of text based on a given topic, style, and length preference. Accepts input parameters to specify the subject matter, the tone of writing, target audience, and approximate paragraph length. Outputs a well-structured paragraph suitable for digital content creation or editing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme for the paragraph content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the paragraph such as formal, casual, persuasive, informative, or friendly.",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Intended audience for the paragraph to tailor language and complexity such as general public, experts, students, or children.",
+ "required": false,
+ "defaultValue": "general public"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate number of sentences to be generated in the paragraph.",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "Optional list of keywords to emphasize in the paragraph for SEO or thematic focus.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated paragraph text as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to quickly generate a focused and coherent paragraph on a specified topic, matching a particular tone and suited to a defined audience. Useful for drafting articles, reports, summaries, or content blocks requiring consistent style and readability.",
+ "limitations": "This tool cannot produce highly specialized technical jargon without error, may lack deep domain expertise, and does not generate multi-paragraph or fully structured articles. It also may not perfectly optimize SEO or citation specifics.",
+ "examples": [
+ "Compose a friendly paragraph about the benefits of daily exercise for a general audience.",
+ "Write a formal paragraph explaining the importance of cybersecurity for IT professionals.",
+ "Generate an informative paragraph of about 7 sentences on climate change targeted at high school students."
+ ]
+ },
+ "tags": [
+ "content",
+ "generation",
+ "writing",
+ "paragraph",
+ "AI",
+ "text",
+ "creative",
+ "composition"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"benefits of meditation\",\"tone\":\"friendly\",\"audience\":\"general public\",\"length\":5}",
+ "description": "Generate a friendly paragraph about benefits of meditation for a general audience with about 5 sentences."
+ },
+ {
+ "inputJson": "{\"topic\":\"solar energy adoption\",\"tone\":\"informative\",\"audience\":\"students\",\"length\":6,\"keywords\":[\"renewable energy\",\"sustainability\"]}",
+ "description": "Generate an informative paragraph on solar energy adoption for students emphasizing renewable energy and sustainability."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeText",
+ "description": "Generates original, coherent text content based on a given prompt, tone, and length constraints. Accepts parameters like topic, style, target audience, and optional keywords to incorporate. Produces text output suitable for articles, blog posts, marketing copy, or creative writing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "prompt",
+ "type": "string",
+ "description": "The initial text or idea to inspire the composition (required).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone or voice of the text such as formal, casual, persuasive, or friendly.",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of words or characters for the generated text.",
+ "required": false,
+ "defaultValue": "500"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended audience demographic (e.g., professionals, teenagers, general public) to tailor the language style.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of important keywords or phrases to incorporate into the generated text.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call-to-action in the text if appropriate.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated text content as a string and metadata such as word count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate original and contextually relevant textual content for articles, blogs, marketing materials, or other creative writing tasks, especially when a specific tone or audience focus is desired. It helps automate writing based on prompts and parameters to save time while maintaining style consistency.",
+ "limitations": "May not produce perfectly factual or deeply specialized content without further editing; not suitable for generating highly technical or sensitive information without expert review.",
+ "examples": [
+ "Generate a persuasive marketing paragraph about a new eco-friendly product.",
+ "Write a casual blog introduction on healthy eating habits.",
+ "Create a formal summary article about recent technological advancements."
+ ]
+ },
+ "tags": [
+ "content",
+ "generation",
+ "writing",
+ "text",
+ "creative",
+ "marketing",
+ "blog"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"prompt\":\"The benefits of daily meditation\",\"tone\":\"informative\",\"maxLength\":300,\"targetAudience\":\"general public\",\"keywords\":[\"mindfulness\",\"stress reduction\"],\"includeCallToAction\":true}",
+ "description": "Generate an informative article on meditation benefits incorporating specific keywords with a call to action."
+ },
+ {
+ "inputJson": "{\"prompt\":\"Introducing our latest smartphone model\",\"tone\":\"persuasive\",\"maxLength\":150,\"targetAudience\":\"tech enthusiasts\",\"keywords\":[\"camera\",\"battery life\"],\"includeCallToAction\":true}",
+ "description": "Create a persuasive marketing text highlighting smartphone features for tech enthusiasts."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeReply",
+ "description": "Generates a context-aware, coherent reply message based on an input conversation snippet and specified tone and style preferences. Accepts original message text, optional conversation history, desired tone, and style parameters; outputs a natural language reply suitable for communications such as emails, chats, or social media responses.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "originalMessage",
+ "type": "string",
+ "description": "The primary message or query that requires a reply.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "conversationHistory",
+ "type": "array",
+ "description": "Array of previous messages in the conversation providing context, each as a string. Optional but improves reply relevance.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the reply (e.g., formal, friendly, professional, casual).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Writing style preference (e.g., concise, detailed, empathetic).",
+ "required": false,
+ "defaultValue": "concise"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for the reply (e.g., en, es). Defaults to English.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for the generated reply. If omitted, no strict limit.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single property 'replyMessage' which holds the generated reply text string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to generate suitable replies when an AI agent needs to respond to messages in diverse communication channels, ensuring tone and style match user or context preferences. Ideal for email assistants, chatbots, or social media response automation, enhancing engagement and professional communication.",
+ "limitations": "May not capture nuanced emotional context perfectly, or replace deep personal judgment in sensitive communications. Effectiveness depends on provided conversation context and clarity of tone/style parameters.",
+ "examples": [
+ "Compose a friendly reply to a customer complaint.",
+ "Generate a brief professional answer to an internal email.",
+ "Create a casual response to a chat message about event plans."
+ ]
+ },
+ "tags": [
+ "content-generation",
+ "reply",
+ "communication",
+ "message",
+ "email",
+ "chat",
+ "tone",
+ "style"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"originalMessage\":\"Thank you for your update on the project timeline.\",\"tone\":\"professional\",\"style\":\"concise\"}",
+ "description": "Generate a professional, concise reply to an email update message."
+ },
+ {
+ "inputJson": "{\"originalMessage\":\"Can you help me understand the recent changes?\",\"conversationHistory\":[\"Sure, what changes are you referring to?\"],\"tone\":\"friendly\",\"style\":\"detail\",\"language\":\"en\"}",
+ "description": "Compose a friendly and detailed reply to clarify recent changes in a conversation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeMessage",
+ "description": "Generates a well-structured message based on provided parameters including recipient information, message purpose, tone, and content details. It processes inputs to create a coherent message text suitable for emails, notifications, or informal communication, returning the composed message string.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "recipientName",
+ "type": "string",
+ "description": "Name of the person receiving the message, used to personalize content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messagePurpose",
+ "type": "string",
+ "description": "The main intent of the message, such as 'meeting request', 'thank you note', or 'reminder'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageTone",
+ "type": "string",
+ "description": "Desired tone of the message like 'formal', 'friendly', or 'urgent' to affect wording style.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "contentDetails",
+ "type": "string",
+ "description": "Additional details or key points to include in the message body.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSignature",
+ "type": "boolean",
+ "description": "Whether to include a standard closing signature in the message.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "senderName",
+ "type": "string",
+ "description": "Name of the message sender, used in signature or closing if included.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed message as a text string under the key 'messageText'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a customized message for communication, adapting style and content to specific recipients and purposes. Ideal for automating email drafts, customer notifications, or personalized outreach messages requiring coherent and context-aware text generation.",
+ "limitations": "This tool does not send or deliver the message; it only composes text. It cannot personalize messages based on recipient behavior or history beyond provided inputs, and does not support multilingual composition beyond the input language.",
+ "examples": [
+ "Compose a formal meeting invitation email to a project stakeholder named Alice including meeting agenda details.",
+ "Generate a friendly thank-you note to a colleague named Bob after receiving assistance on a task.",
+ "Create an urgent reminder message about an approaching deadline for a client named Carol with polite closing."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "message-composition",
+ "email-drafting",
+ "communication",
+ "text-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientName\":\"Alice\",\"messagePurpose\":\"meeting invitation\",\"messageTone\":\"formal\",\"contentDetails\":\"Please join the project update call scheduled for Wednesday at 3 PM.\",\"includeSignature\":true,\"senderName\":\"John\"}",
+ "description": "Compose a formal meeting invitation email for recipient Alice with meeting details and signature."
+ },
+ {
+ "inputJson": "{\"recipientName\":\"Bob\",\"messagePurpose\":\"thank you note\",\"messageTone\":\"friendly\",\"contentDetails\":\"Thanks for helping with the report last week!\",\"includeSignature\":true,\"senderName\":\"John\"}",
+ "description": "Generate a friendly thank-you note to Bob expressing gratitude and including sender signature."
+ },
+ {
+ "inputJson": "{\"recipientName\":\"Carol\",\"messagePurpose\":\"deadline reminder\",\"messageTone\":\"urgent\",\"contentDetails\":\"The submission deadline is tomorrow at noon.\",\"includeSignature\":false,\"senderName\":\"\"}",
+ "description": "Create an urgent reminder message for Carol about an approaching deadline without signature."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Message",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeComment",
+ "description": "Generates a coherent and contextually relevant comment based on given input parameters such as the topic, tone, and length preferences. The tool accepts a subject and optional style instructions to compose a natural language comment suitable for social media, forums, or feedback sections.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The subject or theme on which to base the comment.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the comment, e.g., friendly, professional, humorous, or critical.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the comment in words.",
+ "required": false,
+ "defaultValue": "50"
+ },
+ {
+ "name": "targetPlatform",
+ "type": "string",
+ "description": "The platform where the comment will be posted, influencing style (e.g., Twitter, Reddit, Blog).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call-to-action in the comment if relevant.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed comment text as a string under the 'commentText' field."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate human-like comments related to a specific topic, adjusting tone and length for social media posts, blog feedback, or discussion forums. It helps automate thoughtful responses or engagement messages suited for various platforms.",
+ "limitations": "This tool cannot guarantee the factual accuracy of the comment content and should not be used to generate comments requiring expert domain knowledge without verification. It may also not handle extremely niche or ambiguous topics effectively.",
+ "examples": [
+ "Generate a friendly 40-word comment about environmental conservation for a Reddit post.",
+ "Write a professional 100-word comment giving feedback on a product review.",
+ "Create a humorous short comment about a new tech gadget announcement."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "comment generation",
+ "social media",
+ "feedback",
+ "natural language generation",
+ "tone control"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"The benefits of meditation\",\"tone\":\"friendly\",\"length\":60}",
+ "description": "Compose a friendly comment approximately 60 words long about the benefits of meditation."
+ },
+ {
+ "inputJson": "{\"topic\":\"New company policy changes\",\"tone\":\"professional\",\"length\":100,\"includeCallToAction\":true}",
+ "description": "Generate a professional, about 100-word comment discussing new company policy changes including a call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Comment",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeNotification",
+ "description": "Generates a formatted notification message based on input parameters including recipient info, notification type, message content, urgency level, and optional actions. Produces a structured notification object ready for sending or display in apps.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "recipient",
+ "type": "object",
+ "description": "Details of the notification recipient including id and optional name or contact.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "notificationType",
+ "type": "string",
+ "description": "Category of the notification such as 'alert', 'reminder', or 'update'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageContent",
+ "type": "string",
+ "description": "The main text content of the notification message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "urgencyLevel",
+ "type": "string",
+ "description": "Indicates urgency, e.g., 'low', 'medium', or 'high'.",
+ "required": false,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "actions",
+ "type": "array",
+ "description": "Array of optional action buttons or links the user can engage with, each with label and url.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for message localization, e.g., 'en', 'es'.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured notification object including recipient, type, content, urgency, actions, and metadata ready for use in notification systems."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to programmatically compose notifications for users in different contexts such as alerts, reminders, or updates, ensuring consistent formatting and inclusion of optional interactive actions and proper urgency tagging. It supports multi-language content and personalized recipient data to tailor the notification.",
+ "limitations": "Does not send or deliver notifications; only composes and formats message content. It does not generate rich media or attachments beyond plain text and action links.",
+ "examples": [
+ "Compose a high urgency alert notification for user id 123 with a link to view details.",
+ "Generate a reminder notification in Spanish with two action buttons for confirming or rescheduling.",
+ "Create an update notification with medium urgency and no actions for multiple recipients."
+ ]
+ },
+ "tags": [
+ "content",
+ "notification",
+ "compose",
+ "messaging",
+ "alerts",
+ "reminders"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipient\":{\"id\":\"user123\",\"name\":\"Alice\"},\"notificationType\":\"alert\",\"messageContent\":\"Your account password has been changed successfully.\",\"urgencyLevel\":\"high\",\"actions\":[{\"label\":\"Review Activity\",\"url\":\"https://example.com/activity\"}],\"language\":\"en\"}",
+ "description": "Compose a high urgency alert notification for user Alice with an action to review activity."
+ },
+ {
+ "inputJson": "{\"recipient\":{\"id\":\"user456\"},\"notificationType\":\"reminder\",\"messageContent\":\"No olvides tu cita mañana a las 10 AM.\",\"urgencyLevel\":\"medium\",\"actions\":[{\"label\":\"Confirmar\",\"url\":\"https://example.com/confirm\"},{\"label\":\"Reprogramar\",\"url\":\"https://example.com/reschedule\"}],\"language\":\"es\"}",
+ "description": "Generate a reminder notification in Spanish with two action buttons for confirming or rescheduling."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Notification",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeChannel",
+ "description": "Generates a detailed communication channel plan for content distribution. Accepts inputs such as channel type (e.g., email, social media), target audience demographics, message objectives, and scheduling preferences. Outputs a structured content channel plan including recommended message formats, posting schedules, and audience targeting recommendations.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "channelType",
+ "type": "string",
+ "description": "Type of communication channel to compose content for, e.g., 'email', 'socialMedia', 'blog', or 'sms'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "object",
+ "description": "Demographic and psychographic information describing the intended audience, e.g., age range, interests, location.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageObjectives",
+ "type": "array",
+ "description": "List of objectives the message should accomplish, e.g., ['brand awareness', 'lead generation'].",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "postingFrequencyPerWeek",
+ "type": "number",
+ "description": "Number of content pieces to post per week on this channel.",
+ "required": false,
+ "defaultValue": "3"
+ },
+ {
+ "name": "preferredContentFormats",
+ "type": "array",
+ "description": "Preferred content formats suitable for the channel such as ['text', 'image', 'video'].",
+ "required": false,
+ "defaultValue": "[\"text\"]"
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "ISO 8601 date string representing the starting date for the channel content schedule.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured content channel plan including recommended message formats, posting schedules with timestamps, targeting recommendations, and channel-specific best practices."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when designing or optimizing digital communication strategies across multiple channels. It helps AI agents recommend tailored content distribution plans based on audience and marketing objectives, improving engagement and reach.",
+ "limitations": "This tool does not generate actual message content or creative copy. It focuses on planning and scheduling strategy, not content creation itself.",
+ "examples": [
+ "Create a social media channel plan targeting millennials interested in fitness with 5 posts per week focusing on brand awareness.",
+ "Compose an email channel strategy for B2B clients emphasizing lead generation with bi-weekly newsletters starting next Monday.",
+ "Design a blog content channel for local audiences focusing on community events with 2 posts per week."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "channel-planning",
+ "communication",
+ "marketing",
+ "strategy",
+ "social-media",
+ "email",
+ "scheduling"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelType\":\"socialMedia\",\"targetAudience\":{\"ageRange\":\"18-35\",\"interests\":[\"fitness\",\"wellness\"],\"location\":\"USA\"},\"messageObjectives\":[\"brand awareness\"],\"postingFrequencyPerWeek\":5,\"preferredContentFormats\":[\"image\",\"video\"],\"startDate\":\"2024-07-01\"}",
+ "description": "Plan a social media channel content strategy targeting US millennials interested in fitness with 5 posts per week starting July 1, using images and videos."
+ },
+ {
+ "inputJson": "{\"channelType\":\"email\",\"targetAudience\":{\"industry\":\"technology\",\"jobTitles\":[\"CTO\",\"Developer\"]},\"messageObjectives\":[\"lead generation\"],\"postingFrequencyPerWeek\":2,\"preferredContentFormats\":[\"text\"],\"startDate\":\"2024-06-15\"}",
+ "description": "Compose an email communication channel plan targeting tech professionals for lead generation purposes, sending 2 emails per week starting June 15."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Channel",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeMention",
+ "description": "Generates a properly formatted mention string for a user or entity within digital content, such as social media posts, comments, or documentation. It accepts a username or entity identifier and optional display text to create a mention string compatible with platforms that support '@' mentions or customizable mention syntaxes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "username",
+ "type": "string",
+ "description": "The exact username or identifier to mention. Required for generating a valid mention.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "displayText",
+ "type": "string",
+ "description": "Optional text to display instead of the raw username in the mention. If empty, the username is used.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "platform",
+ "type": "string",
+ "description": "Target platform or system for which to format the mention (e.g., 'twitter', 'slack', 'github'). Determines mention syntax. Defaults to 'generic' which uses '@username'.",
+ "required": false,
+ "defaultValue": "generic"
+ },
+ {
+ "name": "includeAtSymbol",
+ "type": "boolean",
+ "description": "Whether to prepend an '@' symbol to the mention. Defaults to true, but some platforms may not use '@'.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted mention string compatible with the specified platform."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating user or entity mentions within digital content that require proper formatting for specific platforms or standardized '@' notation. It ensures mentions are syntactically correct to trigger notifications or highlight users appropriately.",
+ "limitations": "This tool does not verify the validity or existence of usernames, nor does it handle multiple mentions in one call. It is limited to formatting a single mention string based on input parameters and known platform syntaxes.",
+ "examples": [
+ "Generate a Twitter mention for user 'johndoe'.",
+ "Create a Slack mention with custom display text for user id 'U12345'.",
+ "Format a generic mention without the '@' symbol for a username 'alice'."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "mention",
+ "social",
+ "communication",
+ "text-formatting",
+ "platform-specific"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"username\":\"johndoe\",\"platform\":\"twitter\"}",
+ "description": "Generate a Twitter mention for 'johndoe', should output '@johndoe'."
+ },
+ {
+ "inputJson": "{\"username\":\"U12345\",\"displayText\":\"John Doe\",\"platform\":\"slack\"}",
+ "description": "Create a Slack platform mention using user ID with display text, e.g., '<@U12345|John Doe>'."
+ },
+ {
+ "inputJson": "{\"username\":\"alice\",\"includeAtSymbol\":false}",
+ "description": "Generate a generic mention without '@', just 'alice'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Mention",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeThread",
+ "description": "Generates a structured communication thread based on given topic, initial message, and participant details. Accepts topic string, starter message, participant list, and optional thread style settings, then outputs a formatted thread object ready for digital communication platforms.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or title of the communication thread.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "initialMessage",
+ "type": "string",
+ "description": "The first message initiating the thread, providing context or a question.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "participants",
+ "type": "array",
+ "description": "List of participant user IDs or names involved in the thread.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "threadStyle",
+ "type": "object",
+ "description": "Optional settings to customize thread formatting such as message order, anonymity, or priority flags.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A complete thread object including topic, messages array starting with the initial message, participant details, and metadata for thread management."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to create new discussion threads or conversations in messaging, forum, or collaboration platforms where structured initial content and participant metadata are required to initialize a thread.",
+ "limitations": "This tool cannot post the thread to external platforms or manage live real-time messaging; it only prepares the structured thread data object.",
+ "examples": [
+ "Create a new project discussion thread with a kickoff message and specified team members.",
+ "Generate a customer support thread starting with an initial inquiry message and a list of assigned agents.",
+ "Compose a forum topic thread with a detailed question and participant list for a specialized community."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "thread",
+ "communication",
+ "messaging",
+ "discussion",
+ "collaboration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Q2 Marketing Strategy\",\"initialMessage\":\"Let's discuss the main goals and campaigns for Q2.\",\"participants\":[\"alice\",\"bob\",\"carol\"],\"threadStyle\":{\"messageOrder\":\"chronological\",\"priority\":\"high\"}}",
+ "description": "Creating a marketing discussion thread with three participants and prioritized as high."
+ },
+ {
+ "inputJson": "{\"topic\":\"Support Ticket #4567\",\"initialMessage\":\"Customer reported an issue with login.\",\"participants\":[\"agent_john\",\"agent_mary\"],\"threadStyle\":{\"anonymity\":false}}",
+ "description": "Composing a support ticket thread starting with initial customer problem and two support agents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Thread",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeReadme",
+ "description": "Generates a professional README.md file for software projects by accepting inputs like project name, description, installation instructions, usage guidelines, contribution rules, license info, and contact details. Processes these inputs to compose a well-structured markdown document ready for repository inclusion.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the software project to include in the README title.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "A brief description summarizing the project's purpose and functionality.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "installationInstructions",
+ "type": "string",
+ "description": "Step-by-step instructions for installing the project or dependencies.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageInformation",
+ "type": "string",
+ "description": "Details on how to use the project after installation, including example commands or code snippets.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contributionGuidelines",
+ "type": "string",
+ "description": "Guidelines for contributing to the project like pull request process and code style.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "license",
+ "type": "string",
+ "description": "The license under which the project is released (e.g., MIT, Apache 2.0).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactInformation",
+ "type": "string",
+ "description": "Contact details or links for users needing help or wanting to get in touch with maintainers.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object with one key 'readmeContent' containing the full README.md text string formatted in markdown."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a clear, well-structured README file for a software project based on provided project metadata. Ideal to assist developers in creating consistent documentation without manually formatting markdown. It handles typical sections and organizes content for repository display.",
+ "limitations": "Does not create highly customized or dynamic badges, build status links, or deeply technical API documentation sections. It produces a general README template but not project-specific advanced docs.",
+ "examples": [
+ "Create a README for a Python library named 'DataCleaner' with installation, usage, and MIT license.",
+ "Generate README content for a web app project with contribution guidelines and contact info.",
+ "Make a simple README including project name and description only."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "documentation",
+ "markdown",
+ "readme",
+ "software-project",
+ "developer-tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"DataCleaner\",\"projectDescription\":\"A Python library for efficient data cleaning and preprocessing.\",\"installationInstructions\":\"pip install datacleaner\",\"usageInformation\":\"import datacleaner\\ncleaned = datacleaner.clean(data)\",\"contributionGuidelines\":\"Please fork the repo and submit pull requests.\",\"license\":\"MIT\",\"contactInformation\":\"email: dev@datacleaner.com\"}",
+ "description": "Generating a full README for a Python library with all common sections."
+ },
+ {
+ "inputJson": "{\"projectName\":\"MyWebApp\",\"projectDescription\":\"A modern web application built with React and Node.js.\",\"installationInstructions\":\"npm install && npm start\",\"usageInformation\":\"Navigate to localhost:3000 to view the app.\",\"contributionGuidelines\":\"Open issues or pull requests are welcome.\",\"license\":\"Apache 2.0\",\"contactInformation\":\"https://github.com/mywebapp\"}",
+ "description": "Creating README for a web app with usage and contribution guidelines."
+ },
+ {
+ "inputJson": "{\"projectName\":\"QuickScript\",\"projectDescription\":\"Simple command-line tool to automate tasks.\"}",
+ "description": "Minimal README with only name and description provided."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeFAQ",
+ "description": "Generates a structured Frequently Asked Questions (FAQ) document based on a provided list of questions and answers, optionally tailored to a specific topic or style. Accepts an array of Q&A pairs and outputs a formatted FAQ suitable for web or document inclusion.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "questionsAnswers",
+ "type": "array",
+ "description": "An array of objects each containing 'question' and 'answer' strings to include in the FAQ.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "Optional topic or subject to contextualize and focus the FAQ content.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Optional style of the FAQ output, e.g., 'formal', 'conversational', or 'technical'.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "includeIntro",
+ "type": "boolean",
+ "description": "Whether to include a brief introduction paragraph summarizing the FAQ content.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxAnswerLength",
+ "type": "number",
+ "description": "Maximum character length for answers; longer answers will be summarized to this length.",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed FAQ as a formatted string and optionally metadata like question count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly create a clear, organized FAQ document from a list of questions and answers, especially to enhance content clarity on websites, help documents, or product manuals. It helps in providing consistent answers in a user-friendly format.",
+ "limitations": "Cannot generate questions or answers from scratch; requires input Q&A pairs. It does not handle multimedia content or highly technical formatting like collapsible sections or embedded links.",
+ "examples": [
+ "Generate a FAQ for a software product based on given user questions and support answers.",
+ "Create a conversational style FAQ for a website's customer support page.",
+ "Summarize long answers to keep the FAQ concise and clear."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "FAQ",
+ "documentation",
+ "customer support",
+ "content formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"questionsAnswers\":[{\"question\":\"How do I reset my password?\",\"answer\":\"To reset your password, click on the 'Forgot Password' link on the login page and follow the instructions sent to your email.\"},{\"question\":\"What payment methods do you accept?\",\"answer\":\"We accept all major credit cards, PayPal, and bank transfers.\"}],\"topic\":\"Account Management\",\"style\":\"formal\",\"includeIntro\":true,\"maxAnswerLength\":300}",
+ "description": "Creating a formal FAQ about account management with two Q&A pairs and including an introductory paragraph."
+ },
+ {
+ "inputJson": "{\"questionsAnswers\":[{\"question\":\"Can I use this software offline?\",\"answer\":\"Yes, the software supports offline usage except for features that require internet access like real-time collaboration.\"}],\"topic\":\"Software Usage\",\"style\":\"conversational\",\"includeIntro\":false,\"maxAnswerLength\":200}",
+ "description": "Generating a short conversational FAQ entry about software offline capabilities without an intro."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeTemplate",
+ "description": "Generates a document template based on a specified type and optional content placeholders. Accepts template type and customizable fields, applies predefined layouts and formats, and outputs a structured template string ready for further editing or use.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "templateType",
+ "type": "string",
+ "description": "The category of template to compose, e.g., 'invoice', 'report', 'letter'. Determines the layout and included sections.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "placeholders",
+ "type": "object",
+ "description": "Key-value pairs defining placeholder names and default text or variable markers to include in the template.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "includeInstructions",
+ "type": "boolean",
+ "description": "Whether to include inline instructions or comments describing each section or placeholder in the template.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output document format. Options include 'plainText', 'markdown', 'html'. Controls how template is rendered.",
+ "required": false,
+ "defaultValue": "plainText"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the composed template as a string under 'templateContent', and metadata such as templateType and placeholders included."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce standardized document templates with customizable placeholders for users, such as creating invoices, reports, or letters with a defined structure. It helps automate template generation for digital content management workflows.",
+ "limitations": "It cannot fill placeholders with real data; it only composes the template skeleton. Complex formatting beyond basic layouts is not supported. It does not generate fully final documents but reusable templates.",
+ "examples": [
+ "Generate a basic invoice template with predefined placeholders.",
+ "Create a report template including inline instructions for sections.",
+ "Compose a letter template formatted in markdown with placeholders for recipient and date."
+ ]
+ },
+ "tags": [
+ "template",
+ "document",
+ "content-creation",
+ "automation",
+ "compose",
+ "layout",
+ "placeholders"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"templateType\":\"invoice\",\"placeholders\":{\"clientName\":\"[Client Name]\",\"invoiceNumber\":\"[Invoice Number]\",\"date\":\"[Date]\"},\"includeInstructions\":true,\"format\":\"plainText\"}",
+ "description": "Compose a plain text invoice template with placeholders and inline instructions."
+ },
+ {
+ "inputJson": "{\"templateType\":\"report\",\"placeholders\":{\"title\":\"[Report Title]\",\"summary\":\"[Executive Summary]\",\"date\":\"[Date]\"},\"includeInstructions\":false,\"format\":\"markdown\"}",
+ "description": "Generate a markdown report template with basic placeholders but no instructions."
+ },
+ {
+ "inputJson": "{\"templateType\":\"letter\",\"placeholders\":{\"recipient\":\"[Recipient Name]\",\"sender\":\"[Sender Name]\",\"date\":\"[Date]\"},\"includeInstructions\":true,\"format\":\"html\"}",
+ "description": "Create an HTML letter template including placeholders and inline instructional comments."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeChecklist",
+ "description": "Generates a structured checklist document based on a given title, description, and a list of items. Accepts checklist metadata and tasks, and produces a formatted checklist with optional item priorities and completion status fields for task tracking.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title or heading of the checklist to be composed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A brief description or purpose of the checklist to provide context.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "items",
+ "type": "array",
+ "description": "An array of checklist item objects, each specifying the task description and optional properties like priority and completion status.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includePriority",
+ "type": "boolean",
+ "description": "Flag indicating whether to include priority levels for each item in the checklist.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "includeCompletionStatus",
+ "type": "boolean",
+ "description": "Flag indicating whether to include a completion status field (e.g., checkbox) for each checklist item.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed checklist with title, description, and an array of formatted checklist items including optional priority and completion status fields."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a clear and organized checklist document for task tracking, onboarding, quality control, or project management based on user-provided tasks and metadata. It helps structure raw tasks into a formal checklist format suitable for presentation or further processing.",
+ "limitations": "This tool does not support dynamic updating of checklist item states after creation or integrate with external project management systems. It only formats the provided input into a checklist structure.",
+ "examples": [
+ "Create a daily onboarding checklist with tasks and indicate priority for each.",
+ "Generate a quality assurance checklist with completion status for each step.",
+ "Compose a packing checklist for travel without priorities but with checkboxes."
+ ]
+ },
+ "tags": [
+ "content",
+ "checklist",
+ "task management",
+ "document generation",
+ "productivity",
+ "workflow"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Website Launch Checklist\",\"description\":\"Steps to complete before launching the new website.\",\"items\":[{\"task\":\"Finalize design mockups\",\"priority\":\"High\"},{\"task\":\"Test all links and forms\",\"priority\":\"Medium\"},{\"task\":\"Prepare press release\"}],\"includePriority\":true,\"includeCompletionStatus\":true}",
+ "description": "Generating a website launch checklist including task priorities and completion checkboxes."
+ },
+ {
+ "inputJson": "{\"title\":\"Daily Health Checklist\",\"items\":[{\"task\":\"Take vitamins\"},{\"task\":\"Drink 8 glasses of water\"},{\"task\":\"30 minutes exercise\"}],\"includePriority\":false,\"includeCompletionStatus\":true}",
+ "description": "Creating a simple daily health checklist with checkboxes but no priorities."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeTranscript",
+ "description": "Composes a structured written transcript from audio/video input or text segments. Accepts raw media files or timestamped subtitle snippets, processes speech recognition and formatting, and outputs a clean, readable transcript suitable for documentation, accessibility, and archival purposes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "mediaUrl",
+ "type": "string",
+ "description": "URL of the audio or video file to transcribe. Provide either mediaUrl or subtitleSegments.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "subtitleSegments",
+ "type": "array",
+ "description": "Array of subtitle segment objects with startTime, endTime, and text to compose transcript from pre-existing text segments.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the audio or text segments to optimize transcription accuracy. Defaults to 'en'.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeTimestamps",
+ "type": "boolean",
+ "description": "Whether to include timestamps inline in the transcript output. Defaults to false for cleaner text.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "formattingStyle",
+ "type": "string",
+ "description": "Formatting style for the output transcript such as 'plain', 'paragraph', or 'subtitle'. Defaults to 'paragraph'.",
+ "required": false,
+ "defaultValue": "paragraph"
+ },
+ {
+ "name": "speakerLabels",
+ "type": "boolean",
+ "description": "Whether to attempt speaker diarization and label speakers in the transcript. Defaults to false.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing the composed transcript text and metadata such as word count and detected language."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to generate accurate and well-formatted transcripts from media files or subtitle data for meetings, interviews, lectures, or video content. It is helpful when creating accessible content, searchable records, or textual documentation from audio or video sources.",
+ "limitations": "The tool depends on the quality of input audio or text segments. It cannot correct errors in the original recording nor generate transcripts without any input media or text. Speaker diarization may be imperfect for overlapping speech or noisy environments.",
+ "examples": [
+ "Generate a written transcript from this conference video URL.",
+ "Compose a transcript from provided timestamped subtitle segments in English.",
+ "Produce a paragraph formatted transcript with speaker labels from this podcast audio file."
+ ]
+ },
+ "tags": [
+ "transcription",
+ "content-creation",
+ "media-processing",
+ "accessibility",
+ "document-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"mediaUrl\":\"https://example.com/meeting_audio.mp3\",\"language\":\"en\",\"includeTimestamps\":true,\"formattingStyle\":\"paragraph\",\"speakerLabels\":true}",
+ "description": "Generate a paragraph-formatted transcript with speaker labels and timestamps from an English meeting audio file."
+ },
+ {
+ "inputJson": "{\"subtitleSegments\":[{\"startTime\":0.0,\"endTime\":2.5,\"text\":\"Welcome everyone.\"},{\"startTime\":2.5,\"endTime\":5.0,\"text\":\"Let's start the presentation.\"}],\"formattingStyle\":\"subtitle\",\"includeTimestamps\":false}",
+ "description": "Compose a transcript from an array of subtitle segments, outputting subtitle-style format without timestamps."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeMinutes",
+ "description": "This tool generates structured meeting minutes from provided meeting details such as agenda topics, participants, discussion points, decisions, and action items. It processes input data to produce a clear, organized minutes document in text or JSON format suitable for record-keeping and sharing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "meetingTitle",
+ "type": "string",
+ "description": "The title or subject of the meeting to be documented.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "meetingDate",
+ "type": "string",
+ "description": "The date of the meeting in ISO 8601 format (YYYY-MM-DD).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "participants",
+ "type": "array",
+ "description": "List of participant names attending the meeting.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "agendaItems",
+ "type": "array",
+ "description": "Array of agenda topics to be covered during the meeting.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "discussionPoints",
+ "type": "array",
+ "description": "Discussion details for each agenda item, including key points raised.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "decisions",
+ "type": "array",
+ "description": "List of decisions made during the meeting, linked to agenda items if applicable.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "actionItems",
+ "type": "array",
+ "description": "Tasks assigned during the meeting, with responsible persons and deadlines if available.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output format for the minutes document: 'text' for plain text or 'json' for structured JSON.",
+ "required": false,
+ "defaultValue": "text"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted meeting minutes as a string in the requested format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent must generate clear and formal meeting minutes from raw meeting data inputs, such as agendas, discussions, and decisions, to provide a summary suitable for participants and record-keeping. It is ideal for automating documentation after virtual or in-person meetings.",
+ "limitations": "This tool generates minutes based on provided structured inputs and does not perform raw transcription from audio or video. It cannot infer missing information not supplied by the user.",
+ "examples": [
+ "Generate minutes from a weekly team meeting with agendas, discussions, and actions.",
+ "Create a text summary of decisions and tasks from project kickoff meeting data.",
+ "Provide JSON formatted minutes for automated workflow integration."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "document generation",
+ "meeting documentation",
+ "automation",
+ "minutes",
+ "productivity"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"meetingTitle\":\"Weekly Team Sync\",\"meetingDate\":\"2024-06-01\",\"participants\":[\"Alice\",\"Bob\",\"Charlie\"],\"agendaItems\":[\"Project Status\",\"Risk Review\"],\"discussionPoints\":[{\"topic\":\"Project Status\",\"points\":[\"Alice reported progress on milestone 1\",\"Bob highlighted delay due to vendor\"],\"decisions\":[\"Adjust deadline for milestone 2\"]}],\"decisions\":[\"Approve revised timeline\"],\"actionItems\":[{\"task\":\"Bob to contact vendor\",\"owner\":\"Bob\",\"dueDate\":\"2024-06-05\"}],\"outputFormat\":\"text\"}",
+ "description": "Compose detailed text minutes for a weekly team sync meeting with agenda, discussions, decisions, and action items."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeBrief",
+ "description": "Generates a concise briefing document based on provided key points, target audience, and purpose. Accepts inputs like topic, objectives, key messages, and intended length, then produces a structured brief that can be used for project kickoffs, marketing plans, or meeting overviews.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "Main subject or theme of the brief to be composed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "objectives",
+ "type": "array",
+ "description": "List of goals or objectives the brief should address.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "keyMessages",
+ "type": "array",
+ "description": "Core messages or points to highlight in the brief.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for the brief.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "purpose",
+ "type": "string",
+ "description": "Overall purpose or intention of the brief (e.g., inform, persuade, instruct).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the brief in words.",
+ "required": false,
+ "defaultValue": "300"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Preferred tone of the brief (e.g., formal, casual, motivational).",
+ "required": false,
+ "defaultValue": "formal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated brief text and its metadata, including word count and summary."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a succinct, structured overview document that captures main points and objectives for internal or external communication, aiding users in quickly creating professional briefs without manual drafting.",
+ "limitations": "This tool cannot replace subject matter expertise and may produce generalized content that requires user review. It does not provide detailed analyses or deep research content.",
+ "examples": [
+ "Create a brief for a product launch targeting marketing team members to align on key messages.",
+ "Generate a 250-word briefing to summarize project goals and deliverables for stakeholders.",
+ "Compose a casual tone briefing for an internal team meeting outlining objectives and agenda."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "document generation",
+ "brief",
+ "summary",
+ "business",
+ "marketing",
+ "communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"New Mobile App Launch\",\"objectives\":[\"Inform the marketing team\",\"Align on messaging\",\"Define launch goals\"],\"keyMessages\":[\"Innovative features\",\"User-friendly design\",\"Competitive pricing\"],\"targetAudience\":\"Marketing team\",\"purpose\":\"Align internal communication\",\"length\":300,\"tone\":\"formal\"}",
+ "description": "Generate a formal brief for marketing team to align on a new app launch."
+ },
+ {
+ "inputJson": "{\"topic\":\"Quarterly Sales Review\",\"objectives\":[\"Summarize sales data\",\"Highlight challenges\",\"Plan next quarter\"],\"keyMessages\":[\"Revenue increased by 10%\",\"Customer retention improved\",\"Expand sales team\"],\"targetAudience\":\"Sales department\",\"purpose\":\"Inform and motivate team\",\"length\":250,\"tone\":\"motivational\"}",
+ "description": "Create a motivational brief summarizing quarterly sales for the sales team."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeArticle",
+ "description": "Generates a coherent and structured article based on given topics, keywords, and style preferences. Accepts parameters to tailor article length, tone, and target audience, then produces a well-organized article text and summary suitable for publishing or further editing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title of the article to be composed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of key terms that should be covered or emphasized in the article.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the article in words.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone or style of the article, such as formal, casual, persuasive, or informative.",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readership, e.g., general public, experts, students.",
+ "required": false,
+ "defaultValue": "general public"
+ },
+ {
+ "name": "includeSummary",
+ "type": "boolean",
+ "description": "Whether to generate a short summary or abstract for the article.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete article text and an optional summary if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to create original articles from scratch or based on provided topics and keywords. Ideal for generating blog posts, informational content, or drafts that require customization in tone and length. Useful when a structured, coherent article is needed without manual writing.",
+ "limitations": "Does not guarantee factual accuracy or citations. May require human review for complex or technical topics. Cannot create articles with multimedia content or interactive elements.",
+ "examples": [
+ "Compose an 800-word informative article titled 'The Future of Renewable Energy' targeting general readers, emphasizing solar and wind power.",
+ "Generate a formal article about the impact of AI in healthcare for an expert audience, with a persuasive tone.",
+ "Create a casual blog post titled 'Top 5 Travel Destinations for 2024' with a summary, focusing on keywords like 'adventure', 'culture', and 'budget-friendly'."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "article-generation",
+ "writing",
+ "blog",
+ "informational",
+ "text-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"The Future of Renewable Energy\",\"keywords\":[\"solar power\",\"wind power\",\"sustainability\"],\"length\":800,\"tone\":\"informative\",\"targetAudience\":\"general public\",\"includeSummary\":true}",
+ "description": "Generate an informative article about renewable energy focusing on solar and wind power for general readers, about 800 words, with a summary."
+ },
+ {
+ "inputJson": "{\"title\":\"Impact of AI in Healthcare\",\"keywords\":[\"AI\",\"healthcare\",\"technology\",\"patient care\"],\"length\":1000,\"tone\":\"formal\",\"targetAudience\":\"experts\",\"includeSummary\":false}",
+ "description": "Create a formal article addressing the impact of AI on healthcare intended for expert readers, about 1000 words, no summary."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeBlogPost",
+ "description": "Generates a complete blog post based on provided topics, keywords, desired length, and style preferences. It processes the input parameters to create a coherent, structured article including title, introduction, body sections, and conclusion. Outputs the blog post content as formatted text ready for publishing or further editing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title of the blog post to focus the content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of keywords or phrases to be incorporated naturally throughout the blog post to improve SEO relevance.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone or style of the blog post (e.g., casual, professional, humorous).",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the target readership to tailor language and complexity (e.g., beginners, experts).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "wordCount",
+ "type": "number",
+ "description": "Approximate desired word count for the entire blog post.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "includeSections",
+ "type": "array",
+ "description": "Optional list of section headings to structure the blog post (e.g., Introduction, Benefits, Conclusion).",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated blog post with title, full content, and optionally structured sections as text."
+ },
+ "aiAgent": {
+ "useCase": "When needing to rapidly generate a coherent, SEO-friendly blog post tailored to specific topics, keywords, and audience preferences, this tool provides a streamlined content creation starting point. Ideal for content marketing, rapid prototyping, draft creation, or bulk blog writing automation.",
+ "limitations": "The tool cannot replace expert domain knowledge or human editing for accuracy and creativity. It may produce generic or formulaic content and might require fact-checking and style polishing by a human editor.",
+ "examples": [
+ "Create a blog post about sustainable living incorporating keywords like 'eco-friendly,' 'carbon footprint,' and 'renewable energy' with a casual tone for beginners.",
+ "Generate a professional blog article targeting software developers explaining the benefits of TypeScript with approximately 1200 words.",
+ "Compose a blog post titled 'The Future of Remote Work' with sections Introduction, Challenges, Opportunities, and Conclusion."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "blog writing",
+ "SEO",
+ "content marketing",
+ "article generation",
+ "AI writing",
+ "digital content"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"The Benefits of Meditation\",\"keywords\":[\"mindfulness\",\"stress relief\",\"mental health\"],\"tone\":\"calm\",\"targetAudience\":\"general public\",\"wordCount\":700}",
+ "description": "Generate a 700-word calm toned blog post aimed at the general public about the benefits of meditation including mindfulness, stress relief, and mental health."
+ },
+ {
+ "inputJson": "{\"title\":\"Top 10 JavaScript Frameworks in 2024\",\"keywords\":[\"JavaScript\",\"frameworks\",\"web development\"],\"tone\":\"professional\",\"targetAudience\":\"web developers\",\"wordCount\":1000,\"includeSections\":[\"Introduction\",\"Framework List\",\"Comparison\",\"Conclusion\"]}",
+ "description": "Create a 1000-word professional blog post for web developers listing and comparing the top 10 JavaScript frameworks in 2024 with specified sections."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeSummary",
+ "description": "Generates a concise summary from a given text or document. Accepts input text, summarizes key points, optionally targets a specific summary length or style, and outputs a clear, coherent summary suitable for quick understanding or content preview.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "inputText",
+ "type": "string",
+ "description": "The full text or document content to be summarized.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length (in characters) for the summary. If not set, defaults to a moderate length summary.",
+ "required": false,
+ "defaultValue": "500"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The tone or style of the summary, e.g. 'formal', 'informal', 'technical'.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "includeHighlights",
+ "type": "boolean",
+ "description": "Whether to include bullet point highlights in addition to the summary text.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the summary text and optionally bullet points if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to generate quick, human-readable summaries of long documents or articles to help users grasp key information efficiently. Useful for briefing, content curation, or preview generation.",
+ "limitations": "May not capture highly nuanced or context-dependent meanings accurately. Not intended for summarizing very short texts or texts full of ambiguous references.",
+ "examples": [
+ "Summarize a research paper abstract into a 200-character formal summary.",
+ "Generate an informal, bullet-point summary of a news article for social media posting.",
+ "Create a brief technical summary from long software documentation."
+ ]
+ },
+ "tags": [
+ "summary",
+ "content-creation",
+ "document",
+ "text-processing",
+ "abstraction"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputText\":\"Artificial intelligence (AI) is intelligence demonstrated by machines, unlike the natural intelligence displayed by humans and animals. AI applications include advanced web search engines, recommendation systems, and autonomous vehicles.\",\"maxLength\":150,\"style\":\"formal\",\"includeHighlights\":false}",
+ "description": "Generate a formal summary of an AI-focused text with max length 150 characters without highlights."
+ },
+ {
+ "inputJson": "{\"inputText\":\"The quarterly sales report shows a 15% increase in revenue compared to the last quarter. Marketing campaigns have been effective in new customer acquisition, but supply chain delays remain a challenge.\",\"maxLength\":200,\"style\":\"informal\",\"includeHighlights\":true}",
+ "description": "Create an informal summary with bullet point highlights for a sales report."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeEmail",
+ "description": "This tool composes a professional email based on input parameters including recipient details, subject, body content, tone, and optional attachments. It processes the inputs to generate a complete email draft ready for sending or further editing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "recipientEmail",
+ "type": "string",
+ "description": "The email address of the recipient. Required to specify the email target.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientName",
+ "type": "string",
+ "description": "The name of the recipient, used for personalized greetings. Not strictly required.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "The subject line of the email, summarizing its purpose.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "bodyContent",
+ "type": "string",
+ "description": "The main body text of the email, can include detailed information or message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the email such as formal, informal, friendly, or urgent, influencing the style of the composition.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "List of filenames or URLs to include as attachments in the email, optional.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "ccEmails",
+ "type": "array",
+ "description": "Array of email addresses to be CC'd on the email.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "bccEmails",
+ "type": "array",
+ "description": "Array of email addresses to be BCC'd on the email.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the composed email with fields for recipient, subject, body, tone, attachments, CC and BCC lists."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate or draft professional emails with customization for tone, recipient details, and attachments, especially useful in automated communication workflows or personal assistant scenarios.",
+ "limitations": "This tool does not send emails or validate email addresses; it only generates email content draft format.",
+ "examples": [
+ "Compose an email to a client with a formal tone requesting a project update.",
+ "Create a friendly follow-up email to a colleague including an attached report.",
+ "Draft an urgent email to the manager notifying about a deadline change."
+ ]
+ },
+ "tags": [
+ "email",
+ "content creation",
+ "communication",
+ "automated writing",
+ "professional",
+ "message drafting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientEmail\":\"client@example.com\",\"recipientName\":\"Alice\",\"subject\":\"Project Update Request\",\"bodyContent\":\"Dear Alice, I hope this message finds you well. Could you please provide the latest update on the project status at your earliest convenience? Thanks in advance.\",\"tone\":\"formal\",\"attachments\":[],\"ccEmails\":[],\"bccEmails\":[]}",
+ "description": "Formal email requesting a project update from a client."
+ },
+ {
+ "inputJson": "{\"recipientEmail\":\"colleague@example.com\",\"recipientName\":\"Bob\",\"subject\":\"Weekly Report Attached\",\"bodyContent\":\"Hi Bob, Please find attached the weekly performance report. Let me know if you have any questions.\",\"tone\":\"friendly\",\"attachments\":[\"report.pdf\"],\"ccEmails\":[\"teamlead@example.com\"],\"bccEmails\":[]}",
+ "description": "Friendly email to a colleague sending a weekly report with CC to team lead."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeReport",
+ "description": "This tool generates a detailed written report based on structured input data and a specified report template. It accepts content sections, metadata such as title, author, and date, and formatting preferences, then composes a coherent, well-organized report document in Markdown or PDF format as output.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title of the report to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "The author or creator name to include in the report metadata.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "date",
+ "type": "string",
+ "description": "The date to display on the report, typically in YYYY-MM-DD format.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "An array of content sections; each section is an object with a heading and body text to include in the report.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Desired output format of the report document, e.g., 'markdown' or 'pdf'.",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to automatically generate and include a table of contents.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "pageSize",
+ "type": "string",
+ "description": "Page size for PDF output, e.g., 'A4', 'Letter'. Effective only if format is 'pdf'.",
+ "required": false,
+ "defaultValue": "A4"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated report content as a string and the format indicating the file type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a structured, formal report needs to be programmatically generated from raw data or section content. It helps automate report writing by formatting and assembling sections into a polished document in the desired format, saving time on manual composition.",
+ "limitations": "This tool cannot perform complex data analysis or generate content beyond the provided input sections. It also does not handle multimedia embedding beyond text and simple formatting.",
+ "examples": [
+ "Generate a project status report with sections for overview, milestones, and risks.",
+ "Compose a research summary report in PDF format with a title, author, and date.",
+ "Create a meeting minutes document in markdown with a table of contents included."
+ ]
+ },
+ "tags": [
+ "reporting",
+ "document-generation",
+ "content-creation",
+ "automation",
+ "markdown",
+ "pdf"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Q2 Financial Report\",\"author\":\"Jane Smith\",\"date\":\"2024-06-15\",\"sections\":[{\"heading\":\"Executive Summary\",\"body\":\"This quarter showed 10% growth in revenue...\"},{\"heading\":\"Detailed Analysis\",\"body\":\"The sales increased primarily in the North America region...\"}],\"format\":\"pdf\",\"includeTableOfContents\":true,\"pageSize\":\"Letter\"}",
+ "description": "Generate a PDF financial report with two sections, including a table of contents and author/date metadata."
+ },
+ {
+ "inputJson": "{\"title\":\"Weekly Team Meeting Minutes\",\"sections\":[{\"heading\":\"Attendees\",\"body\":\"List of attendees...\"},{\"heading\":\"Discussion Points\",\"body\":\"Summary of topics discussed...\"},{\"heading\":\"Action Items\",\"body\":\"Tasks assigned with deadlines...\"}],\"format\":\"markdown\",\"includeTableOfContents\":false}",
+ "description": "Compose a markdown document for meeting minutes without a table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.composeDocument",
+ "description": "This tool accepts structured inputs including a title, sections with headings and content, and optional metadata to compose a coherent, formatted document. It processes the inputs to generate a plain text or markdown formatted document string suitable for reports, articles, or notes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title of the document to be composed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "An array of section objects, each containing a heading and associated content for that section.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional metadata for the document such as author, date, and keywords.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The desired output format: 'plain' for plain text or 'markdown' for markdown formatting.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed document string under the 'document' key, formatted as requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a structured and readable document from user-provided outlines, sections, and metadata. It is suitable for creating reports, summaries, articles, or notes in plain text or markdown format. The agent can rely on this tool to produce organized textual content without manual formatting.",
+ "limitations": "This tool does not perform natural language generation beyond assembling and formatting given inputs. It cannot rewrite, summarize, or generate content autonomously and requires structured section content as input.",
+ "examples": [
+ "Compose a markdown report with given title and three sections, including author metadata.",
+ "Create a plain text meeting notes document with a title and bulleted action items sections.",
+ "Generate an article using provided section headings and paragraphs, output formatted in markdown."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "document generation",
+ "markdown",
+ "report writing",
+ "text formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Quarterly Sales Report\",\"sections\":[{\"heading\":\"Introduction\",\"content\":\"Overview of sales performance.\"},{\"heading\":\"Data Analysis\",\"content\":\"Detailed data insights.\"},{\"heading\":\"Conclusion\",\"content\":\"Summary and future outlook.\"}],\"metadata\":{\"author\":\"Jane Doe\",\"date\":\"2024-05-31\"},\"format\":\"markdown\"}",
+ "description": "Compose a quarterly sales report with three sections and author metadata in markdown format."
+ },
+ {
+ "inputJson": "{\"title\":\"Team Meeting Notes\",\"sections\":[{\"heading\":\"Attendees\",\"content\":\"John, Sarah, Ahmed.\"},{\"heading\":\"Discussion Points\",\"content\":\"Project deadlines, resource allocation.\"},{\"heading\":\"Action Items\",\"content\":\"Assign tasks, schedule follow-up.\"}],\"format\":\"plain\"}",
+ "description": "Generate plain text meeting notes with multiple sections, no metadata."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateReference",
+ "description": "Generates a formatted reference citation based on bibliographic details provided as input, supporting various citation styles such as APA, MLA, and Chicago. The tool accepts key data fields including author(s), title, publication year, source type, and outputs a properly formatted reference string suitable for academic and professional documents.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "authors",
+ "type": "array",
+ "description": "List of authors, each as a full name string, used to create the author portion of the reference.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title of the work being referenced (article, book, report, etc.).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "year",
+ "type": "number",
+ "description": "Year of publication or release.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of source (e.g., book, journalArticle, website, report) to determine formatting rules.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publication",
+ "type": "string",
+ "description": "Name of the publication, publisher, or website where the source appears, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "volume",
+ "type": "string",
+ "description": "Volume number of the source (for journal articles, etc.), if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "issue",
+ "type": "string",
+ "description": "Issue number of the source (for journals), if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "pages",
+ "type": "string",
+ "description": "Page numbers or range for the referenced material, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL for online sources, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "The citation style to format the reference in, e.g., APA, MLA, Chicago.",
+ "required": true,
+ "defaultValue": "APA"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted reference string under the key 'formattedReference'."
+ },
+ "aiAgent": {
+ "useCase": "This tool should be used when an AI needs to generate a scholarly or professional reference based on structured bibliographic data. It ensures citations comply with standard styles for consistent and accurate references in documents, research papers, or bibliographies.",
+ "limitations": "Cannot verify the correctness or existence of source data; formatting may not cover all edge case rules of citation styles or very specialized source types.",
+ "examples": [
+ "Generate an APA citation for a journal article with multiple authors and volume/issue info.",
+ "Create an MLA style reference for an online report with a URL.",
+ "Format a Chicago style citation for a book given author, year, publisher."
+ ]
+ },
+ "tags": [
+ "citation",
+ "reference",
+ "bibliography",
+ "formatting",
+ "academic",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"authors\":[\"Jane Doe\",\"John Smith\"],\"title\":\"Insights into Quantum Computing\",\"year\":2022,\"sourceType\":\"journalArticle\",\"publication\":\"Journal of Computing Research\",\"volume\":\"15\",\"issue\":\"4\",\"pages\":\"123-145\",\"citationStyle\":\"APA\"}",
+ "description": "Generate an APA style reference for a journal article with two authors and volume/issue."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Anne Brown\"],\"title\":\"Modern Web Design Trends\",\"year\":2020,\"sourceType\":\"website\",\"publication\":\"WebDesign Weekly\",\"url\":\"https://webdesignweekly.example.com/article123\",\"citationStyle\":\"MLA\"}",
+ "description": "Create an MLA style citation for an online article with a URL."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Robert Green\"],\"title\":\"Effective Project Management\",\"year\":2018,\"sourceType\":\"book\",\"publication\":\"TechPress\",\"citationStyle\":\"Chicago\"}",
+ "description": "Format a Chicago style reference for a book with author, title, year, and publisher."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateCitation",
+ "description": "Generates properly formatted citations for various source types (e.g., books, articles, websites) based on provided bibliographic information and desired citation style such as APA, MLA, or Chicago. Accepts details like author names, title, publication year, and outputs a formatted citation string.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of source to cite (e.g., book, journalArticle, website)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "array",
+ "description": "List of authors, each as a string in 'Last, First' format",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the source material",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationYear",
+ "type": "number",
+ "description": "Year the source was published",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "publisher",
+ "type": "string",
+ "description": "Publisher name for books or organizations responsible for content",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "journalName",
+ "type": "string",
+ "description": "Journal or periodical name for articles",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "volume",
+ "type": "string",
+ "description": "Volume number for journal articles",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "issue",
+ "type": "string",
+ "description": "Issue number for journal articles",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "pages",
+ "type": "string",
+ "description": "Page range for articles or book chapters",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL for online sources",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "accessDate",
+ "type": "string",
+ "description": "Date the online source was accessed (format YYYY-MM-DD)",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to format output (e.g., APA, MLA, Chicago)",
+ "required": true,
+ "defaultValue": "APA"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted citation string and the citation style used"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to produce a correctly formatted citation string for a source based on its bibliographic details, supporting multiple source types and citation styles. Essential for academic content generation, reference list creation, or document automation where standardized citations are required.",
+ "limitations": "This tool generates citations based on common fields but does not verify source accuracy or handle extremely niche citation types. It requires correct input data; incomplete or incorrect data will affect output formatting.",
+ "examples": [
+ "Generate an APA book citation with author names, title, publisher, and year.",
+ "Create an MLA citation for a journal article including volume, issue, pages, and journal name.",
+ "Format a Chicago-style citation for a website with author, title, URL, and access date."
+ ]
+ },
+ "tags": [
+ "citation",
+ "reference",
+ "content-creation",
+ "academic",
+ "formatting",
+ "bibliography"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceType\":\"book\",\"author\":[\"Smith, John\",\"Doe, Jane\"],\"title\":\"The Art of Testing\",\"publicationYear\":2020,\"publisher\":\"Tech Press\",\"citationStyle\":\"APA\"}",
+ "description": "Generate an APA citation for a book with two authors."
+ },
+ {
+ "inputJson": "{\"sourceType\":\"journalArticle\",\"author\":[\"Brown, Lisa\"],\"title\":\"Innovations in AI\",\"journalName\":\"AI Journal\",\"volume\":\"15\",\"issue\":\"4\",\"pages\":\"123-145\",\"publicationYear\":2022,\"citationStyle\":\"MLA\"}",
+ "description": "Generate an MLA citation for a journal article with volume and issue."
+ },
+ {
+ "inputJson": "{\"sourceType\":\"website\",\"author\":[\"Green, Alice\"],\"title\":\"Understanding Quantum Computing\",\"url\":\"https://example.com/quantum\",\"accessDate\":\"2023-05-01\",\"citationStyle\":\"Chicago\"}",
+ "description": "Generate a Chicago style citation for a website with access date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateWord",
+ "description": "Generates a single word based on optional criteria such as language, part of speech, word length, and thematic category. Accepts parameters to customize the word output and returns a relevant word as a string.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en' for English) to generate the word in.",
+ "required": false,
+ "defaultValue": "\"en\""
+ },
+ {
+ "name": "partOfSpeech",
+ "type": "string",
+ "description": "The desired part of speech such as noun, verb, adjective, or adverb.",
+ "required": false,
+ "defaultValue": "\"\""
+ },
+ {
+ "name": "minLength",
+ "type": "number",
+ "description": "Minimum number of characters for the generated word.",
+ "required": false,
+ "defaultValue": "1"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of characters for the generated word.",
+ "required": false,
+ "defaultValue": "20"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Optional thematic category to influence the word's meaning or domain (e.g., 'technology', 'nature').",
+ "required": false,
+ "defaultValue": "\"\""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated word as a string and the details of the parameters used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a single, contextually relevant word is needed for creative writing, branding, game development, or natural language generation. It helps generate words tailored by language, meaning, or stylistic constraints.",
+ "limitations": "This tool does not generate phrases or sentences, nor does it guarantee the word is common or easily recognized. Complex semantic or contextual usage beyond part of speech and theme is not supported.",
+ "examples": [
+ "Generate a noun in English with 5 to 7 letters related to technology.",
+ "Generate a short adjective describing a natural theme.",
+ "Generate any verb in French without length restriction."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "word-generation",
+ "language",
+ "text",
+ "nlp",
+ "creative-writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"language\":\"en\",\"partOfSpeech\":\"noun\",\"minLength\":4,\"maxLength\":8,\"theme\":\"technology\"}",
+ "description": "Generate a technology-related noun in English between 4 and 8 characters."
+ },
+ {
+ "inputJson": "{\"language\":\"en\",\"partOfSpeech\":\"adjective\",\"minLength\":3,\"maxLength\":6,\"theme\":\"nature\"}",
+ "description": "Generate a short adjective describing something natural."
+ },
+ {
+ "inputJson": "{\"language\":\"fr\",\"partOfSpeech\":\"verb\",\"minLength\":2,\"maxLength\":10,\"theme\":\"\"}",
+ "description": "Generate a verb in French with no theme and a character length between 2 and 10."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateQuote",
+ "description": "Generates an inspirational or motivational quote based on optional themes or subjects provided as input. Processes user-defined topics or styles to create a relevant, original quote output as a string suitable for digital content use.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Optional theme or subject to guide the generated quote (e.g., 'perseverance', 'happiness').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Optional stylistic preference for the quote (e.g., 'philosophical', 'humorous', 'poetic').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated quote in characters. Limits the output size.",
+ "required": false,
+ "defaultValue": "200"
+ },
+ {
+ "name": "includeAuthor",
+ "type": "boolean",
+ "description": "Whether to append a fictional author name to the quote for stylistic effect.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated quote text and optionally the author name."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool whenever you need to create original, motivational or thematic quotes for digital content such as social media posts, blogs, presentations, or creative projects. It helps generate concise, relevant quotes based on user-defined themes and styles, facilitating content creation without relying on existing famous quotes.",
+ "limitations": "The generated quotes are original but may lack deep philosophical rigor or novelty. It cannot verify or produce quotes attributed to real historical figures accurately. It should not be used for generating quotes that require factual or historical authenticity.",
+ "examples": [
+ "Generate a motivational quote about perseverance with a poetic style.",
+ "Create a humorous quote related to technology.",
+ "Produce a short inspirational quote without any specific theme."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "generate",
+ "quote",
+ "inspiration",
+ "motivational",
+ "creative-writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"theme\":\"courage\",\"style\":\"philosophical\",\"maxLength\":150,\"includeAuthor\":true}",
+ "description": "Generate a philosophical quote about courage with a maximum length of 150 characters, including a fictional author."
+ },
+ {
+ "inputJson": "{\"theme\":\"technology\",\"style\":\"humorous\",\"maxLength\":100,\"includeAuthor\":false}",
+ "description": "Create a humorous technology-themed quote without author attribution, limited to 100 characters."
+ },
+ {
+ "inputJson": "{\"theme\":\"\",\"style\":\"\",\"maxLength\":120,\"includeAuthor\":false}",
+ "description": "Produce a general inspirational quote with no specified theme or style, limited to 120 characters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateLink",
+ "description": "Generates a secure, customized URL link based on input parameters such as base URL, query parameters, short link preference, and expiration time. Processes the inputs to produce a ready-to-use hyperlink that optionally includes encoded parameters, shortened URLs, and expiration metadata in the output.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "baseUrl",
+ "type": "string",
+ "description": "The base URL to which parameters will be appended to form the full link.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "queryParams",
+ "type": "object",
+ "description": "An object representing key-value pairs to be converted into URL query parameters.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "shorten",
+ "type": "boolean",
+ "description": "If true, the generated URL will be shortened using a built-in shortening algorithm.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "expirationSeconds",
+ "type": "number",
+ "description": "Optional time in seconds after which the link will expire and become invalid.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "customAlias",
+ "type": "string",
+ "description": "Optional custom alias for the shortened URL for easier recall, if supported and available.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the full generated URL, optionally the shortened URL, expiration timestamp if set, and a flag indicating if the link is shortened."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create a shareable link that includes dynamic query parameters, may require shortening for brevity, and/or needs expiration controls for limited time access. It is ideal for generating promotional links, personalized referral URLs, or temporary access links.",
+ "limitations": "This tool does not provide real external URL shortening or hosting; shortened URLs are algorithmically generated and may not resolve outside this environment. It does not verify link accessibility or enforce expiration beyond metadata.",
+ "examples": [
+ "Generate a promotional link with campaign parameters and a 24-hour expiration.",
+ "Create a short URL with a custom alias for an internal document.",
+ "Generate a link with multiple query parameters without shortening."
+ ]
+ },
+ "tags": [
+ "content",
+ "link generation",
+ "URL",
+ "shortening",
+ "query parameters",
+ "expiration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"baseUrl\":\"https://example.com/product\",\"queryParams\":{\"utm_source\":\"newsletter\",\"utm_campaign\":\"spring_sale\"},\"shorten\":true,\"expirationSeconds\":86400}",
+ "description": "Generate a shortened URL for a product page with marketing campaign parameters and a 24-hour expiration."
+ },
+ {
+ "inputJson": "{\"baseUrl\":\"https://docs.example.com/view\",\"queryParams\":{\"docId\":\"12345\",\"user\":\"abc\"},\"shorten\":false}",
+ "description": "Generate a full URL with query parameters pointing to a document view without shortening."
+ },
+ {
+ "inputJson": "{\"baseUrl\":\"https://app.example.com/r\",\"shorten\":true,\"customAlias\":\"specialoffer\"}",
+ "description": "Generate a shortened URL using a custom alias for a special offer landing page."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateKPI",
+ "description": "Generates customized Key Performance Indicator (KPI) reports based on specified analytics data inputs. Accepts raw dataset or summary statistics along with KPI definitions and outputs a structured KPI report highlighting trends, targets, and performance evaluations.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "dataSource",
+ "type": "object",
+ "description": "An object representing the analytics data; can include raw data arrays or summarized metrics.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "kpiDefinitions",
+ "type": "array",
+ "description": "An array of KPI descriptor objects specifying the KPI name, calculation formula, target value, and evaluation criteria.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeframe",
+ "type": "object",
+ "description": "Defines the start and end date/time for the KPI calculation period.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "compareWithPreviousPeriod",
+ "type": "boolean",
+ "description": "If true, includes comparison metrics against a previous timeframe for trend analysis.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the KPI report, e.g., JSON, CSV, or formatted text.",
+ "required": false,
+ "defaultValue": "JSON"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured KPI report object containing calculated KPI values, target comparisons, trend insights, and optionally formatted according to outputFormat."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate performance metrics reports from analytics data, summarizing key business or operational indicators for decision making. It can create tailored KPI summaries based on definitions and target thresholds.",
+ "limitations": "This tool does not fetch or clean raw data, nor does it provide advanced predictive analytics beyond simple trend comparisons. It requires pre-processed data input and cannot automatically define KPIs.",
+ "examples": [
+ "Generate monthly sales KPIs showing total revenue vs target and previous month comparison.",
+ "Create a user engagement KPI report for the last quarter including churn and retention rates.",
+ "Produce a CSV KPI summary report for a manufacturing process with efficiency and defect rate KPIs."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "kpi",
+ "analytics",
+ "reporting",
+ "performance",
+ "data-analysis",
+ "business-intelligence"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataSource\":{\"sales\":[{\"date\":\"2024-01-01\",\"revenue\":10000},{\"date\":\"2024-01-02\",\"revenue\":12000}]},\"kpiDefinitions\":[{\"name\":\"Total Revenue\",\"formula\":\"sum(sales.revenue)\",\"target\":15000}],\"timeframe\":{\"start\":\"2024-01-01\",\"end\":\"2024-01-31\"},\"compareWithPreviousPeriod\":true,\"outputFormat\":\"JSON\"}",
+ "description": "Generate January total revenue KPI with target comparison and previous period trend."
+ },
+ {
+ "inputJson": "{\"dataSource\":{\"engagement\":{\"dailyActiveUsers\":1000,\"churnRate\":0.05}},\"kpiDefinitions\":[{\"name\":\"Churn Rate\",\"formula\":\"engagement.churnRate\",\"target\":0.04}],\"outputFormat\":\"CSV\"}",
+ "description": "Create a KPI report for user churn rate with CSV output format."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "KPI",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateHeading",
+ "description": "Generates a well-structured heading based on provided keywords and desired heading level. Accepts keywords or a brief description, processes context, and outputs a text heading formatted appropriately for digital documents or web content.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "An array of keywords or key phrases that should be included or influence the heading content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "headingLevel",
+ "type": "number",
+ "description": "The desired heading level (e.g., 1 for H1, 2 for H2), determining the heading's importance and size.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The stylistic tone or style of the heading, such as 'formal', 'informal', 'technical', or 'marketing'.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of characters allowed in the generated heading to ensure concise output.",
+ "required": false,
+ "defaultValue": "60"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated heading text and its HTML tag representation"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create contextual and visually hierarchical headings for articles, web pages, or digital content based on keywords or ideas for better structure and user readability. It helps maintain SEO-friendly and semantically correct headings at the specified level and style.",
+ "limitations": "Cannot generate full paragraphs or multiple headings at once; it focuses on a single heading. It also cannot guarantee perfect SEO optimization beyond keyword usage and simple style guidelines.",
+ "examples": [
+ "Generate a concise H1 heading for an article about sustainable gardening using keywords 'sustainability', 'gardening', 'tips'.",
+ "Create a formal H3 heading for a technical document section about cloud computing basics.",
+ "Produce a marketing style H2 heading with a maximum length of 50 characters incorporating 'email campaigns' and 'conversion rates'."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "heading",
+ "text-generation",
+ "seo",
+ "digital-content",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"keywords\":[\"sustainability\",\"gardening\",\"tips\"],\"headingLevel\":1,\"style\":\"formal\",\"maxLength\":60}",
+ "description": "Generate a formal H1 heading containing keywords related to sustainable gardening."
+ },
+ {
+ "inputJson": "{\"keywords\":[\"cloud computing\",\"basics\"],\"headingLevel\":3,\"style\":\"technical\",\"maxLength\":50}",
+ "description": "Create a technical-style H3 heading about cloud computing basics."
+ },
+ {
+ "inputJson": "{\"keywords\":[\"email campaigns\",\"conversion rates\"],\"headingLevel\":2,\"style\":\"marketing\",\"maxLength\":50}",
+ "description": "Generate a marketing style H2 heading focused on email campaigns and improving conversion rates within 50 characters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateParagraph",
+ "description": "Generates a coherent and contextually relevant paragraph of text based on a given topic, tone, and optional keywords. Accepts parameters to control length and style, then produces a well-structured paragraph suitable for articles, blogs, or reports.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme for the paragraph to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the paragraph in number of sentences.",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone or style of writing, such as formal, casual, persuasive, or informative.",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "An optional array of keywords or phrases to incorporate into the paragraph.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for the output text (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated paragraph text as a string, matching the requested topic and style."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate a standalone paragraph that explains, describes, or elaborates on a specific topic in a chosen style and length, such as for content creation, draft writing, or summarization tasks.",
+ "limitations": "This tool generates text based on topic and style but does not verify factual accuracy or provide citations. It is less suited for highly technical or domain-specialized paragraphs requiring expert input.",
+ "examples": [
+ "Generate a formal paragraph about the benefits of renewable energy.",
+ "Create a casual paragraph describing a day at the beach including the keywords 'sun', 'waves', and 'fun'.",
+ "Write a persuasive paragraph about the importance of healthy eating, approximately 7 sentences long."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "text generation",
+ "paragraph",
+ "writing assistant",
+ "AI writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of renewable energy\",\"length\":5,\"tone\":\"formal\",\"keywords\":[\"sustainability\",\"carbon footprint\"],\"language\":\"en\"}",
+ "description": "Generate a formal paragraph about renewable energy benefits incorporating sustainability and carbon footprint keywords."
+ },
+ {
+ "inputJson": "{\"topic\":\"A day at the beach\",\"length\":4,\"tone\":\"casual\",\"keywords\":[\"sun\",\"waves\",\"fun\"],\"language\":\"en\"}",
+ "description": "Create a casual paragraph describing a day at the beach using specified keywords."
+ },
+ {
+ "inputJson": "{\"topic\":\"Importance of healthy eating\",\"length\":7,\"tone\":\"persuasive\",\"keywords\":[],\"language\":\"en\"}",
+ "description": "Write a persuasive paragraph about healthy eating approximately seven sentences long."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateSentence",
+ "description": "Generates a coherent and contextually relevant sentence based on specified parameters such as topic, style, length, and language. It accepts inputs defining the desired content characteristics and produces a natural language sentence accordingly.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The subject or theme for the sentence to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Writing style or tone of the sentence, e.g., formal, casual, poetic.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the sentence in words.",
+ "required": false,
+ "defaultValue": "15"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code to generate the sentence in, e.g., 'en' for English.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeKeywords",
+ "type": "array",
+ "description": "List of keywords that should appear in the sentence if possible.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated sentence as a string under the key 'sentence'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce a single, contextually relevant sentence for content creation tasks such as writing prompts, summaries, or filler text in various styles and languages. It helps generate natural language output fitting user specifications.",
+ "limitations": "The tool generates single sentences only and does not produce paragraphs or longer text. It may not always perfectly integrate all keywords depending on length constraints and coherence. It cannot verify factual accuracy or provide multiple sentences as output.",
+ "examples": [
+ "Generate a formal English sentence about climate change approximately 20 words long.",
+ "Create a casual sentence including the keywords 'coffee' and 'morning' in English.",
+ "Produce a poetic style sentence on the topic of hope in English."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "text generation",
+ "sentence",
+ "NLP",
+ "writing assistant"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"artificial intelligence\",\"style\":\"formal\",\"length\":20,\"language\":\"en\",\"includeKeywords\":[\"machine learning\"]}",
+ "description": "Generate a formal English sentence about artificial intelligence including the keyword 'machine learning', approximately 20 words."
+ },
+ {
+ "inputJson": "{\"topic\":\"morning routine\",\"style\":\"casual\",\"length\":15,\"language\":\"en\",\"includeKeywords\":[\"coffee\",\"sunrise\"]}",
+ "description": "Create a casual sentence about morning routine including 'coffee' and 'sunrise' in English, about 15 words."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateText",
+ "description": "Generates original text content based on a provided prompt and optional constraints such as length, style, and tone. It accepts input parameters defining the topic or seed text, desired text length, writing style, and tone, then processes these to output coherent, contextually relevant text for content creation purposes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "prompt",
+ "type": "string",
+ "description": "Initial text or topic to generate content about.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of characters or tokens to generate in the output text.",
+ "required": false,
+ "defaultValue": "500"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Writing style to apply, such as formal, informal, technical, or conversational.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the generated text, e.g., friendly, professional, neutral, or persuasive.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en' for English) for the output text.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeReferences",
+ "type": "boolean",
+ "description": "Whether to include or simulate references or citations in the generated text.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated text string and metadata about the generation process, such as length and applied style or tone."
+ },
+ "aiAgent": {
+ "useCase": "This tool should be used when an AI agent needs to create natural language text content from a user-provided prompt or seed. It is suitable for generating articles, blogs, summaries, or creative writing with customizable style and tone. Agents can specify content parameters to tailor the output for the intended audience or purpose.",
+ "limitations": "The tool cannot guarantee factual accuracy or up-to-date information and may produce generic or less creative text depending on input quality. It is not designed for generating highly specialized technical documents or confidential/legal content without expert review.",
+ "examples": [
+ "Generate a friendly blog post introduction about sustainable living.",
+ "Create a professional summary of recent sales data trends.",
+ "Write a conversational product description for a new smartphone model."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "text generation",
+ "natural language",
+ "writing",
+ "creative",
+ "automated content",
+ "blogging",
+ "copywriting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"prompt\":\"The benefits of daily meditation\",\"maxLength\":300,\"style\":\"informal\",\"tone\":\"friendly\",\"language\":\"en\",\"includeReferences\":false}",
+ "description": "Generate a friendly, informal text about meditation benefits suitable for a blog post."
+ },
+ {
+ "inputJson": "{\"prompt\":\"Quarterly financial report summary\",\"maxLength\":250,\"style\":\"formal\",\"tone\":\"professional\",\"language\":\"en\"}",
+ "description": "Produce a formal and professional summary text for a business report."
+ },
+ {
+ "inputJson": "{\"prompt\":\"Introducing the new XPhone 12\",\"maxLength\":200,\"style\":\"conversational\",\"tone\":\"persuasive\",\"language\":\"en\"}",
+ "description": "Create a persuasive and conversational product description for marketing purposes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateConversion",
+ "description": "Generates a conversion report from provided digital marketing campaign data, calculating key metrics like conversion rate, cost per conversion, and total conversions. Accepts arrays of campaign performance entries and processes them to produce a summary JSON report for analytics and decision making.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "campaignData",
+ "type": "array",
+ "description": "An array of campaign objects each containing clicks, conversions, and cost metrics.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "conversionGoalName",
+ "type": "string",
+ "description": "The name of the conversion goal to label the report with.",
+ "required": false,
+ "defaultValue": "\"Primary Conversion\""
+ },
+ {
+ "name": "includeCostMetrics",
+ "type": "boolean",
+ "description": "Whether to include cost per conversion and total cost metrics in the report.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "decimalPlaces",
+ "type": "number",
+ "description": "Number of decimal places to round numeric metrics to.",
+ "required": false,
+ "defaultValue": "2"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A report object containing total clicks, total conversions, conversion rate percentage, total cost, and cost per conversion, labeled by the conversion goal name."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate a concise conversion analytics report from raw campaign performance data to understand effectiveness and ROI of digital marketing efforts. It helps transform raw clicks, conversions, and cost inputs into actionable conversion metrics for business analysis.",
+ "limitations": "This tool does not track individual user journeys or provide advanced statistical modeling; it operates on aggregated campaign data only.",
+ "examples": [
+ "Generate a conversion report from multiple campaigns to find overall conversion rate and cost per conversion.",
+ "Produce a summary conversion metric output filtering by a specific conversion goal name.",
+ "Calculate conversion metrics without including cost-related data."
+ ]
+ },
+ "tags": [
+ "conversion",
+ "analytics",
+ "digital-marketing",
+ "reporting",
+ "content-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"campaignData\":[{\"clicks\":1000,\"conversions\":50,\"cost\":200},{\"clicks\":500,\"conversions\":25,\"cost\":100}],\"conversionGoalName\":\"Signup\",\"includeCostMetrics\":true,\"decimalPlaces\":2}",
+ "description": "Generate a conversion report for a signup goal including cost metrics with 2 decimal precision."
+ },
+ {
+ "inputJson": "{\"campaignData\":[{\"clicks\":1500,\"conversions\":75,\"cost\":350}],\"conversionGoalName\":\"Purchase\",\"includeCostMetrics\":false,\"decimalPlaces\":1}",
+ "description": "Generate a conversion report for a purchase goal excluding cost data and rounding to 1 decimal place."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Conversion",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateTrend",
+ "description": "This tool analyzes input datasets such as social media posts, search queries, or sales metrics over specified time frames to identify emerging or declining trends. It accepts raw data arrays along with parameters to define the focus area and time scope, processes patterns using statistical methods and natural language analysis, and outputs a structured summary of detected trends, their strength, and temporal evolution.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "dataSourceType",
+ "type": "string",
+ "description": "Type of the data provided, e.g., 'socialMedia', 'searchQueries', 'salesData'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "data",
+ "type": "array",
+ "description": "Array of data points relevant to the chosen dataSourceType; e.g., posts, queries, or sales records with timestamps.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeWindowDays",
+ "type": "number",
+ "description": "Number of past days to analyze for trends, defining the time scope of analysis.",
+ "required": false,
+ "defaultValue": "30"
+ },
+ {
+ "name": "trendFocus",
+ "type": "string",
+ "description": "Optional keyword or category to focus the trend analysis, e.g., a hashtag, product category, or topic.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "minTrendStrength",
+ "type": "number",
+ "description": "Minimum threshold to report a trend based on strength score (0 to 1).",
+ "required": false,
+ "defaultValue": "0.2"
+ },
+ {
+ "name": "includeSentiment",
+ "type": "boolean",
+ "description": "Whether to analyze and include sentiment trends if input data contains text.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing identified trends with details: trend name, strength score, growth direction, associated keywords, and optionally sentiment orientation over time."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to detect and summarize significant emerging or fading trends from temporal datasets such as social media activity, search behavior, or sales figures. It enables strategic content creation, marketing adjustments, or market analysis based on evolving user interests and behaviors.",
+ "limitations": "Does not perform real-time streaming analysis; requires input data to be structured and timestamped. Trend focus requires relevant keywords for targeted results. Sentiment analysis is only supported for text-based data and may have language limitations.",
+ "examples": [
+ "Identify top 5 rising topics on Twitter in last 14 days containing the hashtag #climatechange.",
+ "Analyze product sales data from last quarter to find declining categories.",
+ "Generate sentiment trends on customer reviews mentioning 'battery life' over the past month."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "trend-analysis",
+ "analytics",
+ "social-media",
+ "marketing",
+ "time-series",
+ "sentiment-analysis"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataSourceType\":\"socialMedia\",\"data\":[{\"text\":\"Exploring new eco-friendly gadgets! #climatechange\",\"timestamp\":\"2024-05-20T10:00:00Z\"},{\"text\":\"Solar power is gaining traction #climatechange\",\"timestamp\":\"2024-05-21T12:30:00Z\"}],\"timeWindowDays\":14,\"trendFocus\":\"climatechange\",\"minTrendStrength\":0.3,\"includeSentiment\":true}",
+ "description": "Analyze social media posts with #climatechange over past 14 days including sentiment."
+ },
+ {
+ "inputJson": "{\"dataSourceType\":\"salesData\",\"data\":[{\"product\":\"smartphone\",\"unitsSold\":1500,\"date\":\"2024-04-01\"},{\"product\":\"smartphone\",\"unitsSold\":1200,\"date\":\"2024-04-15\"},{\"product\":\"tablet\",\"unitsSold\":700,\"date\":\"2024-04-01\"},{\"product\":\"tablet\",\"unitsSold\":1300,\"date\":\"2024-04-15\"}],\"timeWindowDays\":30,\"minTrendStrength\":0.25}",
+ "description": "Detect sales trends for electronics products over last 30 days to find growth or decline."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Trend",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateSession",
+ "description": "Generates a detailed analytics session report based on user activity data. Accepts inputs such as user identifiers, time ranges, and event types to process interaction logs. Outputs a structured session summary including duration, event counts, engagement metrics, and common paths.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "userId",
+ "type": "string",
+ "description": "Identifier for the user whose session data is to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startTime",
+ "type": "string",
+ "description": "Start timestamp (ISO 8601) for filtering session data.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "endTime",
+ "type": "string",
+ "description": "End timestamp (ISO 8601) for filtering session data.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventTypes",
+ "type": "array",
+ "description": "List of event types to include in the session analysis, e.g., ['click', 'navigation'].",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includePaths",
+ "type": "boolean",
+ "description": "Whether to include detailed user navigation paths in the output.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "minEventCount",
+ "type": "number",
+ "description": "Minimum number of events user must have in the session to be included in the summary.",
+ "required": false,
+ "defaultValue": "1"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object summarizing the session analytics including session duration, total events, event breakdown by type, engagement score, and optionally user navigation paths."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating summarized user session analytics from raw interaction logs within a specified period. It helps produce meaningful metrics like session length, event counts, and behavioral patterns for content engagement analysis or user behavior research.",
+ "limitations": "This tool does not process raw logs itself; it expects preprocessed or queryable event data. It cannot handle live streaming data and does not generate predictive analytics or user segmentation beyond the session scope.",
+ "examples": [
+ "Generate a session report for user 'user123' from 2024-04-01T00:00:00Z to 2024-04-01T23:59:59Z including click and navigation events.",
+ "Create a session summary for a user with minimum 5 events in their session, including detailed navigation paths.",
+ "Produce engagement metrics for events of type 'play' and 'pause' over the last week for user 'abc789'."
+ ]
+ },
+ "tags": [
+ "analytics",
+ "session",
+ "user-behavior",
+ "content-creation",
+ "report-generation",
+ "engagement"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"userId\":\"user123\",\"startTime\":\"2024-04-01T00:00:00Z\",\"endTime\":\"2024-04-01T23:59:59Z\",\"eventTypes\":[\"click\",\"navigation\"],\"includePaths\":true}",
+ "description": "Generate a detailed session report for user123 on April 1, 2024 with click and navigation events, including navigation paths."
+ },
+ {
+ "inputJson": "{\"userId\":\"abc789\",\"startTime\":\"2024-03-25T00:00:00Z\",\"endTime\":\"2024-03-31T23:59:59Z\",\"eventTypes\":[\"play\",\"pause\"],\"includePaths\":false,\"minEventCount\":3}",
+ "description": "Create a session summary with engagement metrics for play/pause events over the last week for user abc789, with sessions having at least 3 events."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Session",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateAnomaly",
+ "description": "This tool accepts numerical time-series data or datasets with timestamps and metrics, analyzes the data to detect unusual patterns or anomalies using statistical and machine learning methods, and generates a detailed anomaly report highlighting anomalies, their severity, timestamps, and possible explanations.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "array",
+ "description": "An array of objects each representing a timestamped data point containing numeric metrics to analyze for anomalies.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timestampField",
+ "type": "string",
+ "description": "The key name in each data object that contains the timestamp (ISO 8601 format preferred).",
+ "required": true,
+ "defaultValue": "timestamp"
+ },
+ {
+ "name": "metricFields",
+ "type": "array",
+ "description": "List of key names in data objects representing numeric metrics to analyze for anomalies.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sensitivity",
+ "type": "number",
+ "description": "Parameter to adjust anomaly detection sensitivity; higher values detect more subtle anomalies. Typical range 0.1 to 1.0.",
+ "required": false,
+ "defaultValue": "0.5"
+ },
+ {
+ "name": "detectionMethod",
+ "type": "string",
+ "description": "Anomaly detection algorithm to use: 'statistical', 'machineLearning', or 'hybrid'.",
+ "required": false,
+ "defaultValue": "hybrid"
+ },
+ {
+ "name": "explainability",
+ "type": "boolean",
+ "description": "If true, includes explanations for detected anomalies based on feature contribution or patterns.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxAnomalies",
+ "type": "number",
+ "description": "Maximum number of anomalies to report. If zero or omitted, report all detected anomalies.",
+ "required": false,
+ "defaultValue": "0"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing a list of detected anomalies with timestamps, related metric values, anomaly scores, severity categorizations, and optional explanations."
+ },
+ "aiAgent": {
+ "useCase": "Use when an AI agent needs to identify unusual or unexpected events in time-series or metric data to flag potential issues, deviations from normal behavior, or opportunities for investigation. Common in monitoring, fraud detection, or data quality validation.",
+ "limitations": "Cannot guarantee detection of all anomaly types; effectiveness depends on input data quality and choice of parameters. Not designed for unstructured or categorical data without proper numerical encoding.",
+ "examples": [
+ "Detect anomalies in server CPU usage metrics over a week.",
+ "Analyze transaction volume to find fraud signals in payment data.",
+ "Identify dips and spikes in website traffic relative to historical patterns."
+ ]
+ },
+ "tags": [
+ "anomaly-detection",
+ "analytics",
+ "time-series",
+ "machine-learning",
+ "data-quality",
+ "monitoring"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":[{\"timestamp\":\"2024-05-01T00:00:00Z\",\"cpu\":20.5,\"memory\":30.1},{\"timestamp\":\"2024-05-01T01:00:00Z\",\"cpu\":75.3,\"memory\":32.0},{\"timestamp\":\"2024-05-01T02:00:00Z\",\"cpu\":22.0,\"memory\":29.9}],\"timestampField\":\"timestamp\",\"metricFields\":[\"cpu\",\"memory\"],\"sensitivity\":0.6,\"detectionMethod\":\"statistical\",\"explainability\":true}",
+ "description": "Detect CPU and memory usage anomalies in hourly server metrics for May 1st."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Anomaly",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateDashboard",
+ "description": "Generates a customizable analytics dashboard by processing provided data sources and visualization preferences. Accepts multiple data inputs, filters, and chart configurations, and outputs a structured dashboard layout in JSON suitable for rendering in web or app interfaces.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "dataSources",
+ "type": "array",
+ "description": "Array of data source objects containing raw data or query info to populate dashboard charts.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "filters",
+ "type": "object",
+ "description": "Optional object defining filter criteria to apply on data before visualization, e.g., date ranges or categories.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "chartTypes",
+ "type": "array",
+ "description": "List of chart types (e.g., line, bar, pie) to be included in the dashboard and their configuration details.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "layout",
+ "type": "string",
+ "description": "Layout mode or template identifier to arrange the charts on the dashboard (e.g., grid, freeform).",
+ "required": false,
+ "defaultValue": "grid"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Visual theme or color scheme for the dashboard, enhancing presentation aesthetics.",
+ "required": false,
+ "defaultValue": "light"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title for the generated dashboard for display purposes.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "refreshInterval",
+ "type": "number",
+ "description": "Optional refresh interval in seconds for live dashboards to update data automatically.",
+ "required": false,
+ "defaultValue": "0"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the dashboard configuration including charts, layout, filters, and metadata structured for rendering or further processing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an agent needs to create a data analytics dashboard from given datasets and visualization preferences, enabling data-driven insights display in a customizable format. Suitable for generating dashboards for web interfaces, reporting tools, or business intelligence platforms.",
+ "limitations": "This tool does not perform data extraction or cleaning; input data must be preprocessed and valid. It also does not render the visualizations but outputs a configuration JSON to be used by front-end components.",
+ "examples": [
+ "Generate a sales dashboard with bar and line charts segmented by region and time.",
+ "Create a marketing KPI dashboard using pie charts with filters for campaign and date range.",
+ "Build a real-time server metrics dashboard updating every minute using a predefined layout and dark theme."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "dashboard",
+ "analytics",
+ "data-visualization",
+ "reporting",
+ "business-intelligence",
+ "generate"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataSources\":[{\"name\":\"salesData\",\"type\":\"csv\",\"data\":\"...\"}],\"filters\":{\"dateRange\":\"lastQuarter\"},\"chartTypes\":[{\"type\":\"bar\",\"dataSource\":\"salesData\",\"xAxis\":\"region\",\"yAxis\":\"revenue\"},{\"type\":\"line\",\"dataSource\":\"salesData\",\"xAxis\":\"month\",\"yAxis\":\"profit\"}],\"layout\":\"grid\",\"theme\":\"light\",\"title\":\"Quarterly Sales Dashboard\",\"refreshInterval\":0}",
+ "description": "Generate a quarterly sales dashboard displaying revenue by region as bar chart and profit trends by month as line chart in a grid layout with light theme."
+ },
+ {
+ "inputJson": "{\"dataSources\":[{\"name\":\"marketingData\",\"type\":\"json\",\"data\":\"...\"}],\"filters\":{\"campaign\":\"Summer2023\"},\"chartTypes\":[{\"type\":\"pie\",\"dataSource\":\"marketingData\",\"categoryField\":\"channel\",\"valueField\":\"engagement\"}],\"layout\":\"freeform\",\"theme\":\"dark\",\"title\":\"Marketing Campaign Engagement\",\"refreshInterval\":300}",
+ "description": "Create a marketing campaign engagement dashboard using a pie chart to show engagement by channel, with dark theme and auto-refresh every 5 minutes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Dashboard",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateEvent",
+ "description": "Generates a structured digital event object for analytics or event tracking systems based on input parameters such as event type, timestamp, user metadata, and event properties. It validates and compiles this data into a JSON-compatible event payload ready for ingestion or further processing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "eventType",
+ "type": "string",
+ "description": "The name or type of the event to be generated (e.g., 'page_view', 'purchase').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timestamp",
+ "type": "string",
+ "description": "ISO 8601 formatted timestamp representing when the event occurred. Defaults to current time if omitted.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "userId",
+ "type": "string",
+ "description": "Unique identifier for the user related to this event, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "properties",
+ "type": "object",
+ "description": "An object containing key-value pairs that detail specific attributes or metadata of the event.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "anonymousId",
+ "type": "string",
+ "description": "An anonymous identifier for the user, used when userId is not available.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object representing the fully constructed event payload with eventType, timestamp, user info, and properties."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create standardized event data objects for analytics tracking or event logging. It helps in synthesizing structured event messages suitable for insertion into analytics pipelines or databases based on user inputs describing the event.",
+ "limitations": "This tool does not send or store events; it only generates the event object. It does not validate the semantic correctness of custom event properties or handle integration with external analytics services.",
+ "examples": [
+ "Generate a 'purchase' event including user ID, purchase details, and timestamp.",
+ "Create a 'page_view' event with anonymous user ID and page metadata.",
+ "Produce a custom event with a specific timestamp and multiple properties describing user interaction."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "event",
+ "analytics",
+ "tracking",
+ "data-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"eventType\":\"purchase\",\"timestamp\":\"2024-06-01T14:52:00Z\",\"userId\":\"user_12345\",\"properties\":{\"itemId\":\"sku_9876\",\"price\":29.99,\"currency\":\"USD\"}}",
+ "description": "Generating a purchase event with user details and purchase properties."
+ },
+ {
+ "inputJson": "{\"eventType\":\"page_view\",\"anonymousId\":\"anon_67890\",\"properties\":{\"pageUrl\":\"https://example.com/home\",\"referrer\":\"https://google.com\"}}",
+ "description": "Generating a page view event for an anonymous user with page metadata."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Event",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateGraph",
+ "description": "Generates customizable graphs based on input datasets and specified chart types. Accepts structured data (e.g., arrays of data points), chart configuration options (such as type, labels, colors), and outputs a graph image or SVG suitable for embedding in documents or web pages.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "array",
+ "description": "An array of data points or objects representing the data to plot; each element should conform to the expected structure for the chosen chart type.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "chartType",
+ "type": "string",
+ "description": "The type of graph to generate, e.g., 'line', 'bar', 'pie', 'scatter'. Determines the chart rendering style.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title displayed on the graph for context or identification.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "xAxisLabel",
+ "type": "string",
+ "description": "Label for the X-axis to explain the data dimension represented horizontally.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "yAxisLabel",
+ "type": "string",
+ "description": "Label for the Y-axis to explain the data dimension represented vertically.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the output graph image in pixels.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the output graph image in pixels.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "colors",
+ "type": "array",
+ "description": "An array of color strings to apply to various data series or slices for customization.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output format of the generated graph: 'PNG', 'JPEG', or 'SVG'.",
+ "required": false,
+ "defaultValue": "SVG"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated graph image encoded as a base64 string along with metadata; includes 'imageBase64', 'format', 'width', and 'height'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create visual representations of numerical or categorical data to enhance reports, presentations, or web content dynamically. Ideal for summarizing trends, distributions, comparisons, and proportions with clear, customizable graphs.",
+ "limitations": "Cannot process unstructured or very large datasets beyond typical memory limits; does not perform complex statistical analysis or interactive chart functionalities; requires correctly formatted input data to produce meaningful graphs.",
+ "examples": [
+ "Generate a bar chart showing quarterly sales data with labeled axes and custom colors.",
+ "Create a pie chart representing market share distribution among competitors with a title and small dimensions for embedding.",
+ "Produce a scatter plot to visualize correlation between two variables with axis labels and output as PNG image."
+ ]
+ },
+ "tags": [
+ "graph generation",
+ "data visualization",
+ "chart creation",
+ "content-creation",
+ "media",
+ "reporting",
+ "presentation",
+ "image generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":[{\"label\":\"Q1\",\"value\":150},{\"label\":\"Q2\",\"value\":200},{\"label\":\"Q3\",\"value\":180},{\"label\":\"Q4\",\"value\":220}],\"chartType\":\"bar\",\"title\":\"Quarterly Sales\",\"xAxisLabel\":\"Quarter\",\"yAxisLabel\":\"Sales ($K)\",\"width\":800,\"height\":600,\"colors\":[\"#4a90e2\",\"#50e3c2\",\"#f5a623\",\"#d0021b\"],\"outputFormat\":\"SVG\"}",
+ "description": "Bar chart of quarterly sales with axis labels and custom colors."
+ },
+ {
+ "inputJson": "{\"data\":[{\"category\":\"Brand A\",\"value\":40},{\"category\":\"Brand B\",\"value\":25},{\"category\":\"Brand C\",\"value\":20},{\"category\":\"Brand D\",\"value\":15}],\"chartType\":\"pie\",\"title\":\"Market Share\",\"width\":400,\"height\":400,\"colors\":[\"#3498db\",\"#2ecc71\",\"#e74c3c\",\"#9b59b6\"],\"outputFormat\":\"PNG\"}",
+ "description": "Pie chart showing market share distribution among brands."
+ },
+ {
+ "inputJson": "{\"data\":[{\"x\":1,\"y\":2},{\"x\":2,\"y\":3},{\"x\":3,\"y\":5},{\"x\":4,\"y\":4}],\"chartType\":\"scatter\",\"title\":\"Variable Correlation\",\"xAxisLabel\":\"Variable X\",\"yAxisLabel\":\"Variable Y\",\"width\":600,\"height\":400,\"outputFormat\":\"JPEG\"}",
+ "description": "Scatter plot visualizing correlation between two variables."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Graph",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateDiagram",
+ "description": "Generates a structured diagram image based on textual description and optional customization parameters. Accepts input defining diagram type, nodes, connections, styles, and layout preferences, then produces a visual diagram file (SVG or PNG) representing the specified structure and relationships.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "diagramType",
+ "type": "string",
+ "description": "Specifies the diagram type to generate, e.g., flowchart, mindmap, orgChart, networkGraph",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "nodes",
+ "type": "array",
+ "description": "Array of node objects defining each node's id, label, and optional attributes for the diagram",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "edges",
+ "type": "array",
+ "description": "Array of edge objects defining connections, each with sourceNodeId, targetNodeId, and optional label or style",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "layoutStyle",
+ "type": "string",
+ "description": "Preferred layout style: hierarchical, radial, forceDirected, or grid",
+ "required": false,
+ "defaultValue": "hierarchical"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output image format, e.g., svg or png",
+ "required": false,
+ "defaultValue": "svg"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Visual theme for diagram colors and fonts, e.g., light, dark, corporate",
+ "required": false,
+ "defaultValue": "light"
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the output diagram image in pixels",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the output diagram image in pixels",
+ "required": false,
+ "defaultValue": "600"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the base64 encoded diagram image data, output format, and metadata like node and edge counts"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create visual diagrams from structured textual or data descriptions, such as flowcharts for workflows, organizational charts, mind maps for brainstorming, or network graphs for system relationships, especially when a quick visual representation is desired without manual drawing.",
+ "limitations": "Cannot interpret ambiguous or incomplete diagram descriptions; does not generate interactive diagrams; limited to predefined diagram types and simple styles; complex graphical customizations require external tools.",
+ "examples": [
+ "Generate a flowchart diagram for a sales process with labeled nodes and directional edges.",
+ "Create an organizational chart diagram from a list of employees and their managers.",
+ "Produce a mind map diagram based on topics and subtopics with radial layout."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "diagram",
+ "visualization",
+ "flowchart",
+ "mindmap",
+ "orgChart",
+ "networkGraph",
+ "image-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"diagramType\":\"flowchart\",\"nodes\":[{\"id\":\"start\",\"label\":\"Start\"},{\"id\":\"step1\",\"label\":\"Submit Request\"},{\"id\":\"step2\",\"label\":\"Approve Request\"},{\"id\":\"end\",\"label\":\"End\"}],\"edges\":[{\"sourceNodeId\":\"start\",\"targetNodeId\":\"step1\"},{\"sourceNodeId\":\"step1\",\"targetNodeId\":\"step2\"},{\"sourceNodeId\":\"step2\",\"targetNodeId\":\"end\"}],\"layoutStyle\":\"hierarchical\",\"outputFormat\":\"svg\",\"theme\":\"corporate\",\"width\":1024,\"height\":768}",
+ "description": "A flowchart diagram illustrating a simple request approval process with start, steps, and end nodes."
+ },
+ {
+ "inputJson": "{\"diagramType\":\"orgChart\",\"nodes\":[{\"id\":\"ceo\",\"label\":\"CEO\"},{\"id\":\"cto\",\"label\":\"CTO\"},{\"id\":\"dev1\",\"label\":\"Developer 1\"},{\"id\":\"dev2\",\"label\":\"Developer 2\"}],\"edges\":[{\"sourceNodeId\":\"ceo\",\"targetNodeId\":\"cto\"},{\"sourceNodeId\":\"cto\",\"targetNodeId\":\"dev1\"},{\"sourceNodeId\":\"cto\",\"targetNodeId\":\"dev2\"}],\"layoutStyle\":\"hierarchical\",\"outputFormat\":\"png\",\"theme\":\"light\",\"width\":800,\"height\":600}",
+ "description": "An organizational chart with CEO at the top, CTO reporting to CEO, and two developers reporting to CTO."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Diagram",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateChart",
+ "description": "Generates a customizable chart image based on input data and user-specified chart type, labels, and styling options. Accepts structured data arrays and configuration parameters, processes them to create charts such as bar, line, pie, or scatter, and outputs a URL or base64 image data of the generated chart.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "chartType",
+ "type": "string",
+ "description": "The type of chart to generate. Supported types include 'bar', 'line', 'pie', and 'scatter'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "data",
+ "type": "array",
+ "description": "An array of data points or series objects to plot on the chart. For bar and line charts, arrays of numbers or objects with labels and values are supported. For pie charts, an array of label-value pairs is required.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "labels",
+ "type": "array",
+ "description": "An array of category labels for the data points (e.g., x-axis labels). Applies primarily to bar, line, and scatter charts.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title text to display on the chart.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the output chart image in pixels, default is 800.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the output chart image in pixels, default is 600.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "backgroundColor",
+ "type": "string",
+ "description": "Hex or named color string for the chart background. Defaults to white (#FFFFFF).",
+ "required": false,
+ "defaultValue": "#FFFFFF"
+ },
+ {
+ "name": "showLegend",
+ "type": "boolean",
+ "description": "Whether to display a legend on the chart. Useful for multi-series data. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a dataURL string with the chart image encoded in Base64 and optionally a direct image URL if hosted externally."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create visual graphical representations of numerical or categorical data for reports, dashboards, or presentations. It enables the generation of various chart types directly from structured data inputs, supporting customization of styling and labeling.",
+ "limitations": "Does not support highly complex or interactive charts (e.g., 3D, animated, GIS maps). Chart types are limited to common simple visualization forms. Large datasets may not render optimally. Does not interpret raw unstructured text data; input must be structured appropriately.",
+ "examples": [
+ "Generate a bar chart showing monthly sales figures with labeled months and a title.",
+ "Create a pie chart representing market share percentages with distinct colors and a legend.",
+ "Produce a scatter plot from X/Y coordinate arrays to analyze data distribution."
+ ]
+ },
+ "tags": [
+ "chart",
+ "visualization",
+ "generate",
+ "content-creation",
+ "data-visualization",
+ "image"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"chartType\":\"bar\",\"data\":[150, 200, 175, 225],\"labels\":[\"Q1\",\"Q2\",\"Q3\",\"Q4\"],\"title\":\"Quarterly Revenue\",\"width\":600,\"height\":400}",
+ "description": "Generate a bar chart of quarterly revenue with labels and a title."
+ },
+ {
+ "inputJson": "{\"chartType\":\"pie\",\"data\":[{\"label\":\"Product A\",\"value\":40},{\"label\":\"Product B\",\"value\":25},{\"label\":\"Product C\",\"value\":35}],\"title\":\"Market Share\",\"backgroundColor\":\"#FAFAFA\",\"showLegend\":true}",
+ "description": "Create a pie chart illustrating market share by product with a legend."
+ },
+ {
+ "inputJson": "{\"chartType\":\"scatter\",\"data\":[{\"x\":5,\"y\":20},{\"x\":10,\"y\":40},{\"x\":15,\"y\":25}],\"labels\":[],\"title\":\"Sample Scatter Plot\",\"width\":700,\"height\":500}",
+ "description": "Produce a scatter plot using x and y coordinate pairs without axis labels."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Chart",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateMetric",
+ "description": "Generates key performance metrics from given content analytics data. Accepts an array of content engagement records (such as views, clicks, shares) over a time range, applies aggregation and filtering based on parameters, and outputs calculated metrics like average engagement rate, growth trends, or content reach summaries in a structured format.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "array",
+ "description": "Array of engagement records with timestamps and metric values used for computation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "Start date of the time range for which to generate metrics, in ISO format.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "End date of the time range for which to generate metrics, in ISO format.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "metrics",
+ "type": "array",
+ "description": "List of specific metric names to calculate (e.g., ['views', 'clicks', 'shares']). If empty, computes all available metrics.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "aggregationMethod",
+ "type": "string",
+ "description": "Aggregation method to apply (e.g., 'sum', 'average', 'max'). Defaults to 'sum'.",
+ "required": false,
+ "defaultValue": "sum"
+ },
+ {
+ "name": "filterCriteria",
+ "type": "object",
+ "description": "Optional filters to apply on data fields (e.g., {'region':'NA', 'device':'mobile'}).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing calculated metrics and analysis results, including aggregated values, trends, and summaries."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quantify content performance by generating relevant metrics from raw engagement data. It helps summarize user interactions over specified periods or segments, supporting data-driven content strategy and reporting.",
+ "limitations": "Cannot directly collect raw data; assumes input data is pre-collected and correctly formatted. Does not perform advanced predictive analytics or visualizations.",
+ "examples": [
+ "Generate average views and clicks metrics for last month's video content.",
+ "Calculate total shares and engagement growth between two dates for a given dataset.",
+ "Filter and summarize mobile user engagement metrics from the provided raw data array."
+ ]
+ },
+ "tags": [
+ "content",
+ "analytics",
+ "metric",
+ "engagement",
+ "aggregation",
+ "reporting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":[{\"timestamp\":\"2024-05-01T10:00:00Z\",\"views\":150,\"clicks\":30,\"shares\":5},{\"timestamp\":\"2024-05-02T10:00:00Z\",\"views\":200,\"clicks\":45,\"shares\":10}],\"startDate\":\"2024-05-01\",\"endDate\":\"2024-05-02\",\"metrics\":[\"views\",\"clicks\"],\"aggregationMethod\":\"sum\",\"filterCriteria\":{}}",
+ "description": "Sum views and clicks over two days for content engagement data."
+ },
+ {
+ "inputJson": "{\"data\":[{\"timestamp\":\"2024-04-10T09:00:00Z\",\"views\":100,\"clicks\":20,\"shares\":2},{\"timestamp\":\"2024-04-15T15:00:00Z\",\"views\":220,\"clicks\":50,\"shares\":12}],\"startDate\":\"2024-04-01\",\"endDate\":\"2024-04-30\",\"metrics\":[\"shares\"],\"aggregationMethod\":\"average\",\"filterCriteria\":{\"region\":\"EU\"}}",
+ "description": "Average shares in April filtered by region 'EU'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Metric",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateHTML",
+ "description": "Generates custom HTML markup based on structured input data and options. Accepts content elements such as text, images, links, and layout preferences, processes these to create a well-formed HTML string suitable for web pages or email templates.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "contentElements",
+ "type": "array",
+ "description": "An array of content element objects describing the HTML components to generate, including type and content details.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeStyles",
+ "type": "boolean",
+ "description": "Whether to include basic CSS styles inline in the generated HTML for layout and formatting.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "doctype",
+ "type": "string",
+ "description": "The document type declaration to use, e.g., 'html' for or empty to omit.",
+ "required": false,
+ "defaultValue": "html"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code for the HTML document's lang attribute, e.g. 'en' for English.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title text to include in the HTML head section.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing a single property 'html' which holds the generated HTML string representing the requested content structure."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate structured HTML output from abstract content definitions, such as creating web page templates, email newsletter content, or any customizable HTML documents based on input data. It helps automate HTML creation without manual coding.",
+ "limitations": "Does not support generating interactive JavaScript functionality or complex dynamic content. Focused on static HTML and simple inline styles only.",
+ "examples": [
+ "Generate a basic webpage with a title, header, paragraph, and image.",
+ "Create an HTML email template with inline styles and links.",
+ "Produce localized HTML content by specifying the document language and title."
+ ]
+ },
+ "tags": [
+ "html",
+ "content-generation",
+ "web",
+ "email",
+ "template",
+ "markup"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contentElements\":[{\"type\":\"header\",\"level\":1,\"text\":\"Welcome to Our Site\"},{\"type\":\"paragraph\",\"text\":\"This is an introductory paragraph describing our services.\"},{\"type\":\"image\",\"src\":\"https://example.com/image.jpg\",\"alt\":\"Example Image\"}],\"includeStyles\":true,\"doctype\":\"html\",\"language\":\"en\",\"title\":\"Home Page\"}",
+ "description": "Generate a simple English webpage with a header, paragraph, and image including basic styles."
+ },
+ {
+ "inputJson": "{\"contentElements\":[{\"type\":\"paragraph\",\"text\":\"Dear subscriber, check out our latest news!\"},{\"type\":\"link\",\"href\":\"https://news.example.com\",\"text\":\"Latest Updates\"}],\"includeStyles\":true,\"doctype\":\"html\",\"language\":\"en\",\"title\":\"Newsletter\"}",
+ "description": "Generate an HTML email template with styled paragraph and link content."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "HTML",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateForecast",
+ "description": "Generates a detailed business forecast report based on historical sales data, market trends, and user-defined parameters such as forecast period and confidence interval. The tool analyzes input data, applies forecasting models, and outputs projections including expected sales, revenue, and growth metrics in structured JSON format.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "historicalData",
+ "type": "array",
+ "description": "Array of past sales or revenue records with date and value pairs used for training the forecast model.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "forecastPeriodMonths",
+ "type": "number",
+ "description": "Number of months ahead for which to generate the forecast.",
+ "required": true,
+ "defaultValue": "12"
+ },
+ {
+ "name": "confidenceLevel",
+ "type": "number",
+ "description": "Statistical confidence level (in percent) for forecast intervals, e.g., 95 for 95% confidence.",
+ "required": false,
+ "defaultValue": "95"
+ },
+ {
+ "name": "includeMarketTrends",
+ "type": "boolean",
+ "description": "Flag indicating whether to incorporate external market trend factors into the forecast.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format for the output report, options include 'json' or 'csv'.",
+ "required": false,
+ "defaultValue": "json"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing forecast projections by month, confidence intervals, summary statistics including predicted revenue, growth rate, and a brief explanation of the forecast methodology."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a user needs to predict future sales and revenue based on their historical data combined optionally with market trends, allowing for business planning, budgeting, or risk assessment. It is suitable for generating time-series forecasts with confidence intervals for decision support.",
+ "limitations": "Cannot replace domain expert analysis; accuracy depends on quality and completeness of historical data; does not incorporate unexpected disruptive events or qualitative factors beyond provided inputs.",
+ "examples": [
+ "Generate a 6-month sales forecast with 90% confidence using the provided past two years of sales data.",
+ "Produce a 12-month revenue projection including market trends for a new product line.",
+ "Create a JSON report of upcoming quarterly revenue forecast with standard 95% confidence intervals."
+ ]
+ },
+ "tags": [
+ "forecasting",
+ "business",
+ "sales",
+ "revenue",
+ "time-series",
+ "analytics"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"historicalData\":[{\"date\":\"2022-01\",\"value\":10000},{\"date\":\"2022-02\",\"value\":10500},{\"date\":\"2022-03\",\"value\":11000}],\"forecastPeriodMonths\":6,\"confidenceLevel\":90,\"includeMarketTrends\":true,\"outputFormat\":\"json\"}",
+ "description": "Six-month sales forecast with a 90% confidence interval using recent quarterly data with market trends."
+ },
+ {
+ "inputJson": "{\"historicalData\":[{\"date\":\"2021-01\",\"value\":5000},{\"date\":\"2021-02\",\"value\":5200},{\"date\":\"2021-03\",\"value\":5100},{\"date\":\"2021-04\",\"value\":5300}],\"forecastPeriodMonths\":12,\"confidenceLevel\":95,\"includeMarketTrends\":false,\"outputFormat\":\"csv\"}",
+ "description": "One-year forecast without market trends producing CSV formatted report for export."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Forecast",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateCSV",
+ "description": "Generates a CSV-formatted string from structured data input. Accepts an array of objects or arrays representing rows. Supports custom delimiter, optional inclusion of headers, and configurable text quoting. Outputs valid CSV content as a string suitable for file creation or data exchange.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "array",
+ "description": "Array of objects or arrays where each item represents a CSV row. Required.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeHeaders",
+ "type": "boolean",
+ "description": "Whether to include the headers as the first CSV row. Ignored if data is array of arrays. Optional.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "delimiter",
+ "type": "string",
+ "description": "Character used to separate values in the CSV, default is a comma. Optional.",
+ "required": false,
+ "defaultValue": ","
+ },
+ {
+ "name": "quoteAllFields",
+ "type": "boolean",
+ "description": "Whether to quote all fields in the CSV. If false, quotes only necessary fields. Optional.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "lineSeparator",
+ "type": "string",
+ "description": "String to separate lines, default is \"\\n\". Optional.",
+ "required": false,
+ "defaultValue": "\n"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing a single string field 'csv' representing the complete CSV content."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to transform structured data such as JSON arrays of objects or arrays into CSV format for spreadsheet compatibility, data export, or interoperability. Ideal for generating CSV content to supply to users, downstream systems, or for file generation.",
+ "limitations": "This tool does not handle extremely large datasets that exceed memory limits, nor does it perform validation of input data structure correctness. It also does not generate CSV files but returns CSV content as a string only.",
+ "examples": [
+ "Generate CSV from array of objects with headers.",
+ "Generate CSV from array of arrays without headers.",
+ "Generate CSV using semicolon delimiter and quoting all fields."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "csv",
+ "data-export",
+ "formatting",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":[{\"name\":\"Alice\",\"age\":30,\"city\":\"New York\"},{\"name\":\"Bob\",\"age\":25,\"city\":\"Los Angeles\"}],\"includeHeaders\":true,\"delimiter\":\",\",\"quoteAllFields\":false,\"lineSeparator\":\"\\n\"}",
+ "description": "Generate a CSV string from an array of objects including headers with default comma delimiter."
+ },
+ {
+ "inputJson": "{\"data\":[[\"name\",\"age\",\"city\"],[\"Alice\",30,\"New York\"],[\"Bob\",25,\"Los Angeles\"]],\"includeHeaders\":false,\"delimiter\":\",\",\"quoteAllFields\":false,\"lineSeparator\":\"\\n\"}",
+ "description": "Generate a CSV string from an array of arrays without adding headers."
+ },
+ {
+ "inputJson": "{\"data\":[{\"product\":\"Widget\",\"price\":19.99,\"quantity\":10},{\"product\":\"Gadget\",\"price\":29.99,\"quantity\":5}],\"includeHeaders\":true,\"delimiter\":\";\",\"quoteAllFields\":true,\"lineSeparator\":\"\\r\\n\"}",
+ "description": "Generate CSV with semicolon delimiter and all fields quoted, using CRLF as line separator."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "CSV",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateMarkdown",
+ "description": "Generates Markdown formatted text based on structured input content including headings, paragraphs, lists, links, images, code blocks, and other common Markdown elements. Accepts inputs describing the document structure and content, then produces a complete Markdown string output suitable for documentation, blogging, or note-taking.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Primary title of the Markdown document, rendered as an H1 heading.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "An array of section objects defining headers, content paragraphs, lists, code blocks, images, and links, which together form the Markdown document body.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Flag to indicate whether to prepend a generated table of contents based on section headers.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "codeLanguageDefault",
+ "type": "string",
+ "description": "Default programming language label to use for code blocks if not specified in individual sections.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single property 'markdown' which is a string of the assembled Markdown content representing the provided input structure."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create well-structured Markdown documents from abstract content descriptions or templates, such as for automating documentation, blog post drafts, reports, or notes.",
+ "limitations": "Cannot generate Markdown content from unstructured raw text or natural language descriptions directly without pre-formatted sections input. It does not apply advanced semantic understanding or writing style refinement.",
+ "examples": [
+ "Generate a README file with sections for Introduction, Installation, Usage, and License.",
+ "Create a blog post draft with headings, paragraphs, and embedded images and code examples.",
+ "Produce a project summary document with a table of contents and multiple nested list items."
+ ]
+ },
+ "tags": [
+ "content",
+ "markdown",
+ "document",
+ "generation",
+ "writing",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Sample Document\",\"sections\":[{\"header\":\"Introduction\",\"content\":[{\"type\":\"paragraph\",\"text\":\"This is an example introduction.\"},{\"type\":\"list\",\"ordered\":false,\"items\":[\"Point one\",\"Point two\"]}]},{\"header\":\"Code Example\",\"content\":[{\"type\":\"code\",\"text\":\"console.log('Hello, world!');\",\"language\":\"javascript\"}]}],\"includeTableOfContents\":true}",
+ "description": "Generates a Markdown document with title, introduction, bullet list, code example, and a table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Markdown",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateXML",
+ "description": "Generates well-formed XML documents based on provided data and structure definitions. Accepts an input object representing the hierarchical data or a predefined schema, processes it to create valid XML string output suitable for data exchange, configuration files, or content storage.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "rootElementName",
+ "type": "string",
+ "description": "Name of the root XML element in the generated document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataObject",
+ "type": "object",
+ "description": "Hierarchical object representing the nested elements and their values or attributes to construct the XML content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeDeclaration",
+ "type": "boolean",
+ "description": "Flag to include the XML declaration header (e.g. ).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "attributesMap",
+ "type": "object",
+ "description": "Optional mapping that defines XML attributes for specific elements identified by their path or key in the dataObject.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "prettyPrint",
+ "type": "boolean",
+ "description": "If true, the output XML will be indented and formatted for readability; otherwise, it is minified.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "encoding",
+ "type": "string",
+ "description": "Character encoding to declare in the XML header if included (e.g., 'UTF-8').",
+ "required": false,
+ "defaultValue": "UTF-8"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated XML string and metadata such as success status and error messages if any."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert structured data into a standardized XML format for interoperability, configuration files generation, or content export. It is ideal for preparing XML outputs from JSON-like data structures, providing control over elements, attributes, and formatting.",
+ "limitations": "Does not perform XML schema validation or enforce complex data constraints beyond structural conversion. Input must be serializable to XML elements; complex data types like functions or circular references are unsupported.",
+ "examples": [
+ "Generate an XML configuration file from a nested data object specifying settings and attributes.",
+ "Create XML content representing a catalog of products, including elements with attributes and nested child elements.",
+ "Produce a pretty-printed XML document with a custom root element name and specific encoding header."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "XML",
+ "data-format",
+ "serialization",
+ "configuration",
+ "export"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rootElementName\":\"library\",\"dataObject\":{\"book\":[{\"title\":\"1984\",\"author\":\"George Orwell\",\"year\":1949},{\"title\":\"Brave New World\",\"author\":\"Aldous Huxley\",\"year\":1932}]},\"includeDeclaration\":true,\"prettyPrint\":true}",
+ "description": "Generate a pretty XML catalog with books inside a library root element including XML declaration."
+ },
+ {
+ "inputJson": "{\"rootElementName\":\"config\",\"dataObject\":{\"database\":{\"host\":\"localhost\",\"port\":3306},\"debug\":true},\"attributesMap\":{\"database\":{\"type\":\"sql\"}},\"includeDeclaration\":false,\"prettyPrint\":false}",
+ "description": "Generate a compact XML config file without declaration, adding an attribute to the database element."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "XML",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateYAML",
+ "description": "Generates YAML formatted text from input data provided as an object or string. Accepts structured JSON or plain text input, converts it into properly indented YAML syntax, and outputs a YAML string suitable for configuration, data serialization, or documentation purposes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "inputData",
+ "type": "object",
+ "description": "The input data to convert to YAML format; must be a JSON-serializable object representing the data structure.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeHeader",
+ "type": "boolean",
+ "description": "Whether to prepend a YAML document start marker ('---') at the beginning of the output.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "indentation",
+ "type": "number",
+ "description": "Number of spaces to use for indentation in the YAML output, improving readability.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "lineWidth",
+ "type": "number",
+ "description": "Maximum line width before folding long lines in the YAML output; set 0 for no line wrapping.",
+ "required": false,
+ "defaultValue": "80"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single property 'yamlString' which is the generated YAML string representing the input data."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert structured data represented as JSON or similar objects into YAML format for configuration files, data exchange, or documentation. Particularly useful when preparing input for systems or tools that consume YAML.",
+ "limitations": "This tool does not validate the business logic of the input data beyond structural conversion. Extremely large or deeply nested data may have performance impact or require additional handling.",
+ "examples": [
+ "Convert a JSON object describing an application configuration into YAML for deployment.",
+ "Generate a YAML manifest from structured input to provide configuration documentation.",
+ "Create a YAML representation of nested data received from an API for easier human reading or editing."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "data-conversion",
+ "YAML",
+ "serialization",
+ "configuration",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputData\":{\"appName\":\"ExampleApp\",\"version\":\"1.2.3\",\"features\":[\"featureA\",\"featureB\"],\"settings\":{\"debug\":true,\"maxUsers\":100}},\"includeHeader\":true,\"indentation\":2,\"lineWidth\":80}",
+ "description": "Generate a YAML document from an application config object including document start marker and default indentation."
+ },
+ {
+ "inputJson": "{\"inputData\":{\"database\":{\"host\":\"localhost\",\"port\":5432,\"credentials\":{\"user\":\"admin\",\"password\":\"secret\"}}},\"includeHeader\":false,\"indentation\":4,\"lineWidth\":0}",
+ "description": "Generate YAML from a nested database config object with 4 spaces indentation and no line wrapping."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "YAML",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateJSON",
+ "description": "Generates structured JSON data based on a user-defined schema, data templates, or simple property-value inputs. Accepts an object describing desired keys, types, and optionally sample values or constraints, then produces a JSON string or object adhering to those specifications, useful for mock data generation or API response simulation.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "schema",
+ "type": "object",
+ "description": "An object defining keys, their data types (string, number, boolean, array, object), and optionally sample values or constraints for generating the JSON structure.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "numberOfEntries",
+ "type": "number",
+ "description": "The number of JSON objects to generate if an array output is desired.",
+ "required": false,
+ "defaultValue": "1"
+ },
+ {
+ "name": "outputAsString",
+ "type": "boolean",
+ "description": "Whether to output the generated JSON as a string (true) or a parsed object (false).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeNulls",
+ "type": "boolean",
+ "description": "Flag to include null values for optional fields not specified with samples or constraints.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "randomSeed",
+ "type": "number",
+ "description": "Optional seed for random data generation to allow reproducible outputs.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a JSON object or JSON string (based on outputAsString) containing generated data adhering to the input schema and constraints. If numberOfEntries > 1, returns an array of such objects."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate mock JSON data based on explicit schema definitions or templates, for testing, development, or prototyping APIs and content structures. It helps produce structured samples without manual JSON coding.",
+ "limitations": "Cannot generate deeply complex nested objects without explicit schema detail. Does not synthesize meaningful textual content beyond provided samples or simple random generation. Does not validate business logic constraints beyond type and basic value rules.",
+ "examples": [
+ "Generate a single JSON object with user profile fields: name (string), age (number), email (string).",
+ "Create an array of 5 JSON objects representing product items with id (number), name (string), price (number), and inStock (boolean).",
+ "Output formatted JSON string representing configuration settings with optional null fields included."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "generate",
+ "json",
+ "mock-data",
+ "schema-based",
+ "data-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"schema\":{\"name\":{\"type\":\"string\"},\"age\":{\"type\":\"number\"},\"email\":{\"type\":\"string\"}},\"numberOfEntries\":1,\"outputAsString\":true}",
+ "description": "Generate a single JSON object with user profile information, output as JSON string."
+ },
+ {
+ "inputJson": "{\"schema\":{\"id\":{\"type\":\"number\"},\"name\":{\"type\":\"string\"},\"price\":{\"type\":\"number\"},\"inStock\":{\"type\":\"boolean\"}},\"numberOfEntries\":5,\"outputAsString\":false}",
+ "description": "Generate an array of 5 product JSON objects as parsed object."
+ },
+ {
+ "inputJson": "{\"schema\":{\"settingName\":{\"type\":\"string\"},\"enabled\":{\"type\":\"boolean\"},\"value\":{\"type\":\"string\"}},\"numberOfEntries\":2,\"outputAsString\":true,\"includeNulls\":true}",
+ "description": "Generate 2 JSON configuration objects as strings, including null fields where applicable."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "JSON",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateDataset",
+ "description": "Generates synthetic datasets based on user-defined schema and parameters. Accepts input such as field definitions, data types, number of records, and optional data constraints to produce a structured JSON or CSV dataset suitable for testing, training, or prototyping.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "schema",
+ "type": "array",
+ "description": "An array of field definitions specifying each field's name, type, and constraints; e.g., [{\"fieldName\":\"age\",\"type\":\"number\",\"min\":18,\"max\":65}].",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recordCount",
+ "type": "number",
+ "description": "The total number of data records to generate in the dataset.",
+ "required": true,
+ "defaultValue": "100"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format: 'json' for JSON array, or 'csv' for CSV string.",
+ "required": false,
+ "defaultValue": "json"
+ },
+ {
+ "name": "includeHeaders",
+ "type": "boolean",
+ "description": "Whether to include headers as first row in CSV output; ignored for JSON output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "seed",
+ "type": "number",
+ "description": "Optional random seed for reproducibility of the generated dataset.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated dataset as a string under the 'data' key, formatted as specified, and a 'meta' key with information about the schema and record count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when synthetic or mock data is required for software testing, machine learning model training, or prototyping applications without exposing real user information. It helps generate customizable datasets quickly based on user-defined field types and constraints.",
+ "limitations": "This tool cannot generate meaningful real-world relationships between fields beyond the specified field constraints. It does not validate complex schema dependencies or ensure semantic correctness between fields.",
+ "examples": [
+ "Generate a dataset of 500 user profiles with fields: name (string), age (number between 18 and 80), and email (string).",
+ "Create 1000 records of product data with fields: productId (string), price (number between 5 and 500), and inStock (boolean).",
+ "Produce a CSV dataset of 200 entries with fields: date (date string), temperature (number between -20 and 40), and condition (string from list: sunny, rainy, cloudy)."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "dataset-generation",
+ "synthetic-data",
+ "mock-data",
+ "data-science",
+ "testing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"schema\":[{\"fieldName\":\"age\",\"type\":\"number\",\"min\":18,\"max\":65},{\"fieldName\":\"gender\",\"type\":\"string\",\"values\":[\"Male\",\"Female\",\"Other\"]}],\"recordCount\":10,\"outputFormat\":\"json\"}",
+ "description": "Generate 10 records with age numbers between 18 and 65 and gender as categorical values."
+ },
+ {
+ "inputJson": "{\"schema\":[{\"fieldName\":\"productId\",\"type\":\"string\"},{\"fieldName\":\"price\",\"type\":\"number\",\"min\":5,\"max\":500},{\"fieldName\":\"inStock\",\"type\":\"boolean\"}],\"recordCount\":5,\"outputFormat\":\"csv\",\"includeHeaders\":true}",
+ "description": "Generate 5 product records in CSV format including headers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Dataset",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateTest",
+ "description": "Generates automated test code based on input specifications such as programming language, test framework, function or class details, and test scenarios. Processes structured input to produce syntactically correct and logically relevant unit or integration test code snippets for software development purposes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming language for the generated test code (e.g., 'JavaScript', 'Python').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "testFramework",
+ "type": "string",
+ "description": "Testing framework to target (e.g., 'Jest', 'Mocha', 'PyTest').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "functionName",
+ "type": "string",
+ "description": "Name of the function or method to be tested.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputParameters",
+ "type": "array",
+ "description": "Array of input parameter names and sample values for the function under test.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "testCases",
+ "type": "array",
+ "description": "Array of test case objects each specifying description, inputs, and expected output for test scenarios.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeSetupTeardown",
+ "type": "boolean",
+ "description": "Whether to include setup and teardown methods in the generated test code.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "testType",
+ "type": "string",
+ "description": "Type of test to generate: 'unit' or 'integration'.",
+ "required": false,
+ "defaultValue": "unit"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing the generated test code as a string under the 'code' key and optionally the language and framework metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to automate the creation of software test code based on detailed input about the functions and expected behaviors to be tested. It helps developers save time by producing boilerplate test code consistent with a specified language and testing framework.",
+ "limitations": "Cannot generate tests for undocumented or highly complex behaviors that lack clear expected outputs. Does not replace thorough manual test design in complex systems. Quality of generated tests depends on input completeness and accuracy.",
+ "examples": [
+ "Generate unit tests in JavaScript using Jest for a function that adds two numbers.",
+ "Create PyTest integration tests for a database access class with multiple scenarios.",
+ "Produce Mocha test code with setup and teardown for a function validating email addresses."
+ ]
+ },
+ "tags": [
+ "testing",
+ "code-generation",
+ "software-development",
+ "unit-tests",
+ "integration-tests",
+ "automation",
+ "programming"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"language\":\"JavaScript\",\"testFramework\":\"Jest\",\"functionName\":\"addNumbers\",\"inputParameters\":[{\"name\":\"a\",\"value\":1},{\"name\":\"b\",\"value\":2}],\"testCases\":[{\"description\":\"adds positive numbers\",\"inputs\":{\"a\":1,\"b\":2},\"expected\":3},{\"description\":\"adds negative numbers\",\"inputs\":{\"a\":-1,\"b\":-2},\"expected\":-3}],\"includeSetupTeardown\":false,\"testType\":\"unit\"}",
+ "description": "Generate Jest unit tests for a simple addNumbers function with positive and negative input cases."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Test",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateQuery",
+ "description": "Generates a structured query string based on provided parameters like keywords, filters, and sort options. Accepts an object detailing query criteria, processes these to build a valid query (e.g., SQL, GraphQL, or search engine query) string, which can be used to retrieve targeted data or content.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "queryType",
+ "type": "string",
+ "description": "The type of query to generate, e.g., 'SQL', 'GraphQL', 'search'. Determines the syntax and structure of the output query string.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "An array of keywords or key phrases to include in the query for matching relevant content or data.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "filters",
+ "type": "object",
+ "description": "Optional filters as key-value pairs to narrow down the query results, e.g., {status: 'active', dateFrom: '2023-01-01'}.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "sortBy",
+ "type": "string",
+ "description": "Optional field name to sort the query results by, e.g., 'date', 'relevance'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sortOrder",
+ "type": "string",
+ "description": "Sort order direction: 'asc' for ascending or 'desc' for descending. Defaults to 'asc'.",
+ "required": false,
+ "defaultValue": "asc"
+ },
+ {
+ "name": "limit",
+ "type": "number",
+ "description": "Maximum number of results to return in the query output. Useful for pagination or performance.",
+ "required": false,
+ "defaultValue": "10"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated query string formatted according to the specified query type. Includes the 'queryString' key with the constructed query."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create structured queries dynamically based on user input or contextual parameters to fetch data or content. Particularly useful when the target data source supports SQL, GraphQL, or search engine queries, enabling precise retrieval without manual query construction.",
+ "limitations": "This tool does not execute queries or validate against specific database schemas. It generates generic queries based on provided parameters but does not guarantee syntax compatibility with all database dialects or APIs.",
+ "examples": [
+ "Generate a SQL query to find active users created after a certain date, sorted by creation date descending.",
+ "Create a GraphQL query filtering products by category and price range.",
+ "Build a search engine query string to find articles containing specific keywords with relevance sorting."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "query-generation",
+ "search",
+ "SQL",
+ "GraphQL",
+ "filtering",
+ "sorting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"queryType\":\"SQL\",\"keywords\":[\"customer\",\"subscription\"],\"filters\":{\"status\":\"active\",\"createdAfter\":\"2023-01-01\"},\"sortBy\":\"createdAt\",\"sortOrder\":\"desc\",\"limit\":50}",
+ "description": "Generate a SQL query to find active customer subscriptions created after January 1, 2023, sorted by creation date descending, limited to 50 results."
+ },
+ {
+ "inputJson": "{\"queryType\":\"GraphQL\",\"keywords\":[\"product\",\"inStock\"],\"filters\":{\"category\":\"electronics\",\"priceRange\":{\"min\":100,\"max\":500}},\"sortBy\":\"price\",\"sortOrder\":\"asc\",\"limit\":20}",
+ "description": "Generate a GraphQL query to find electronic products in stock priced between 100 and 500, sorted by price ascending, limited to 20."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Query",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateCode",
+ "description": "Generates syntactically correct source code snippets based on natural language prompts or specified requirements. Accepts programming language, functional description, coding style preferences, and optional input/output examples; produces executable code snippets suitable for integration or learning.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "Target programming language for the generated code, e.g., 'Python', 'JavaScript', 'Java'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "functionalityDescription",
+ "type": "string",
+ "description": "Natural language description of the functionality or task the generated code should perform.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "codeStylePreferences",
+ "type": "object",
+ "description": "Optional preferences for code style such as indentation, variable naming conventions, or use of libraries.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "inputExamples",
+ "type": "array",
+ "description": "Optional array of example inputs used to guide the code generation (e.g., sample function inputs).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "outputExamples",
+ "type": "array",
+ "description": "Optional array of expected outputs corresponding to inputExamples for testing correctness.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxLines",
+ "type": "number",
+ "description": "Maximum number of lines of code to generate to limit output size.",
+ "required": false,
+ "defaultValue": "50"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated code snippet as a string, language identified, and optionally explanation or notes."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal when an agent needs to programmatically generate executable code snippets from natural language specifications for rapid prototyping, learning examples, or to augment automation pipelines with custom code modules. It simplifies code creation based on clear functional requirements without manual coding.",
+ "limitations": "It cannot guarantee fully optimized performance or perfect security. It may not generate complex multi-file projects or applications requiring deep architectural design. Generated code should be reviewed and tested before production use.",
+ "examples": [
+ "Generate a Python function to compute factorial of a number.",
+ "Create a JavaScript snippet to validate email format.",
+ "Provide a Java method that reverses a string using recursion."
+ ]
+ },
+ "tags": [
+ "code generation",
+ "programming",
+ "automation",
+ "snippet",
+ "source code",
+ "developer tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"programmingLanguage\":\"Python\",\"functionalityDescription\":\"Compute the factorial of a non-negative integer.\",\"codeStylePreferences\":{\"indentation\":\"4 spaces\"},\"inputExamples\":[5],\"outputExamples\":[120],\"maxLines\":20}",
+ "description": "Generate a Python function calculating factorial of a number."
+ },
+ {
+ "inputJson": "{\"programmingLanguage\":\"JavaScript\",\"functionalityDescription\":\"Validate if an input string is a valid email address.\",\"codeStylePreferences\":{\"variableNaming\":\"camelCase\"},\"maxLines\":30}",
+ "description": "Create a JavaScript code snippet for email validation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Code",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateSchema",
+ "description": "Generates a JSON Schema draft from a provided simplified object definition or example data. Accepts a JSON object or string example, processes its structure, types, and constraints, and outputs a detailed JSON Schema draft compliant with the JSON Schema specification.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "inputExample",
+ "type": "object",
+ "description": "The JSON object or example structure from which to generate the JSON Schema.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "schemaVersion",
+ "type": "string",
+ "description": "The JSON Schema draft version to generate, e.g., \"draft07\" or \"draft2019-09\".",
+ "required": false,
+ "defaultValue": "draft07"
+ },
+ {
+ "name": "includeDescriptions",
+ "type": "boolean",
+ "description": "Whether to include placeholder description fields for each property in the generated schema.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "requiredFields",
+ "type": "array",
+ "description": "An optional array listing property names to explicitly mark as required in the schema. If empty or omitted, properties are inferred as required if present in the inputExample.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the generated JSON Schema including $schema field, properties with types, and constraints extracted from the input."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create a JSON Schema draft from example JSON data or simple object definitions to validate data inputs, generate documentation, or scaffold schema-driven interfaces. It helps automate schema creation for APIs, configurations, or data validation layers.",
+ "limitations": "This tool cannot perfectly infer complex validation rules like pattern matching, advanced dependencies, or conditional schemas. It also does not generate schemas from unstructured text or non-JSON inputs.",
+ "examples": [
+ "Generate a JSON Schema draft07 for API request validation from a sample payload.",
+ "Create a schema to validate config files based on typical example data.",
+ "Produce a schema draft2019-09 including descriptions for all fields to use in frontend form generation."
+ ]
+ },
+ "tags": [
+ "generation",
+ "schema",
+ "json",
+ "validation",
+ "content-creation",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputExample\":{\"name\":\"John Doe\",\"age\":30,\"email\":\"john@example.com\",\"isActive\":true},\"schemaVersion\":\"draft07\",\"includeDescriptions\":false,\"requiredFields\":[\"name\",\"email\"]}",
+ "description": "Generate a draft07 JSON Schema from a user profile example marking 'name' and 'email' as required without descriptions."
+ },
+ {
+ "inputJson": "{\"inputExample\":{\"productId\":12345,\"price\":99.99,\"tags\":[\"new\",\"sale\"]},\"schemaVersion\":\"draft2019-09\",\"includeDescriptions\":true,\"requiredFields\":[]}",
+ "description": "Generate a draft2019-09 schema including descriptions for product data with inferred required fields."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Schema",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateReadme",
+ "description": "Generates a professional README.md file for software projects based on detailed project information provided. Accepts inputs such as project name, description, installation instructions, usage examples, features, license, and author details, processing these to output a structured markdown README document.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the project to be displayed as the main title in the README.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "A concise description summarizing the purpose and scope of the project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "installationInstructions",
+ "type": "string",
+ "description": "Step-by-step instructions for installing the project or necessary dependencies.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageInformation",
+ "type": "string",
+ "description": "Examples or commands explaining how to use the project effectively.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "features",
+ "type": "array",
+ "description": "A list of key features or highlights of the project to showcase.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "license",
+ "type": "string",
+ "description": "The license under which the project is released (e.g., MIT, GPL).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contributingGuidelines",
+ "type": "string",
+ "description": "Instructions or rules for contributing to the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "authorName",
+ "type": "string",
+ "description": "Name of the project author or maintainer to be displayed in the README.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "additionalSections",
+ "type": "array",
+ "description": "Optional custom sections with titles and content to be appended to the README. Each item should be an object with 'title' and 'content' string properties.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete README content as a markdown string, ready to be saved or displayed."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent receives a request to create or update a comprehensive README.md file for a software project based on structured input about project details. It helps generate consistent, professional documentation automatically.",
+ "limitations": "This tool cannot verify technical accuracy of the content nor generate code snippets beyond provided usage info. It also cannot replace human review for style or completeness.",
+ "examples": [
+ "Create a README for a new CLI tool called 'FastBuild' with installation and usage instructions.",
+ "Generate a README including project features, license, and contribution guidelines for an open-source library.",
+ "Produce a README file using just project name and description with optional additional custom sections."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "documentation",
+ "README",
+ "markdown",
+ "software",
+ "project",
+ "generate"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"FastBuild\",\"projectDescription\":\"A fast and efficient build tool for modern JavaScript projects.\",\"installationInstructions\":\"Run npm install -g fastbuild\",\"usageInformation\":\"fastbuild build --watch\",\"features\":[\"Blazing fast incremental builds\",\"Built-in caching\",\"Easy CLI interface\"],\"license\":\"MIT\",\"contributingGuidelines\":\"Please open issues for bugs and submit pull requests.\",\"authorName\":\"Jane Developer\",\"additionalSections\":[]}",
+ "description": "Generate a full README with detailed installation, usage, features, license, contribution guidelines, and author."
+ },
+ {
+ "inputJson": "{\"projectName\":\"MyLibrary\",\"projectDescription\":\"A lightweight utility library for data manipulation.\",\"installationInstructions\":\"npm install mylibrary\",\"usageInformation\":\"const lib = require('mylibrary');\\nlib.doSomething();\",\"features\":[],\"license\":\"Apache-2.0\",\"contributingGuidelines\":\"\",\"authorName\":\"\",\"additionalSections\":[{\"title\":\"FAQ\",\"content\":\"Q: Is this library compatible with Node.js?\\nA: Yes, fully compatible.\"}]}",
+ "description": "Create README with minimal feature list but includes a custom FAQ section."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateTemplate",
+ "description": "Generates customizable document templates based on user-defined parameters such as template type, sections, and styling preferences. Accepts parameters defining the template's intended use (e.g., report, invoice), desired sections, and formatting options, then outputs a structured template object including placeholders for dynamic content.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "templateType",
+ "type": "string",
+ "description": "The type of template to generate, e.g., 'report', 'invoice', 'letter', or 'presentation'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "An array of section names to include in the template, such as ['Introduction','Summary','Details','Conclusion'].",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeHeader",
+ "type": "boolean",
+ "description": "Whether to include a header section with title and date placeholders.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeFooter",
+ "type": "boolean",
+ "description": "Whether to include a footer section with page numbers and copyright info.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "styleSettings",
+ "type": "object",
+ "description": "An object defining styling preferences, e.g., {fontFamily:'Arial', fontSize:12, colorScheme:'light'}.",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured template object containing metadata, defined sections with placeholders, and styling information suitable for rendering or further editing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create document templates dynamically according to user specifications, such as generating a business report layout with specific sections or styling. Ideal for automating template creation to streamline document generation workflows.",
+ "limitations": "This tool cannot fill templates with actual content; it only defines the structure and style. It does not support real-time collaborative editing or advanced graphic layouts.",
+ "examples": [
+ "Generate a project status report template with sections: Introduction, Progress, Issues, Next Steps and corporate style.",
+ "Create an invoice template including header and footer with default styling.",
+ "Produce a minimal letter template without footer but with custom font and color scheme."
+ ]
+ },
+ "tags": [
+ "template",
+ "document",
+ "content creation",
+ "automation",
+ "dynamic",
+ "layout",
+ "style"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"templateType\":\"report\",\"sections\":[\"Introduction\",\"Summary\",\"Details\",\"Conclusion\"],\"includeHeader\":true,\"includeFooter\":true,\"styleSettings\":{\"fontFamily\":\"Times New Roman\",\"fontSize\":12,\"colorScheme\":\"light\"}}",
+ "description": "Generate a professional report template with typical sections and default header/footer, styled in Times New Roman."
+ },
+ {
+ "inputJson": "{\"templateType\":\"invoice\",\"sections\":[\"Billing Details\",\"Itemized Charges\",\"Total\"],\"includeHeader\":true,\"includeFooter\":true,\"styleSettings\":{\"fontFamily\":\"Arial\",\"fontSize\":10,\"colorScheme\":\"dark\"}}",
+ "description": "Create an invoice template with billing and charges sections and dark theme styling."
+ },
+ {
+ "inputJson": "{\"templateType\":\"letter\",\"sections\":[\"Salutation\",\"Body\",\"Closing\"],\"includeHeader\":true,\"includeFooter\":false,\"styleSettings\":{\"fontFamily\":\"Calibri\",\"fontSize\":11,\"colorScheme\":\"light\"}}",
+ "description": "Generate a letter template with header but no footer, using Calibri font and light color scheme."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateBrief",
+ "description": "Generates a structured brief document based on provided project details, target audience, objectives, and key points. Accepts input parameters describing the scope and requirements, processes them to create a concise, clear summary brief suitable for internal or client use.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the project or initiative for which the brief is generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "objectives",
+ "type": "array",
+ "description": "An array of strings describing the main goals or objectives of the project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience or users of the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "List of key points, features, or ideas to be included in the brief.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "deadline",
+ "type": "string",
+ "description": "Optional deadline or timeline for project completion (ISO 8601 date or descriptive string).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "additionalNotes",
+ "type": "string",
+ "description": "Any additional information or context to include in the brief.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated brief text and a structured summary of key elements for easy integration."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a concise, structured brief document is needed to summarize project objectives, target users, and key points. It helps automate the initial documentation phase for projects across marketing, product development, or content creation by transforming raw input into a clear, usable brief.",
+ "limitations": "The tool cannot generate highly detailed project plans or technical specifications. It relies on the quality and completeness of input data and does not validate external factual accuracy.",
+ "examples": [
+ "Generate a marketing campaign brief based on objectives and target audience.",
+ "Create a project brief for a new software feature with key points and timeline.",
+ "Summarize client's requirements into a clear internal brief document."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "brief",
+ "summary",
+ "documentation",
+ "project-planning",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"Website Redesign\",\"objectives\":[\"Improve user engagement\",\"Increase mobile traffic\"],\"targetAudience\":\"Young professionals aged 25-35\",\"keyPoints\":[\"Responsive mobile design\",\"Faster loading times\"],\"deadline\":\"2024-09-30\",\"additionalNotes\":\"Focus on accessibility compliance.\"}",
+ "description": "Generating a project brief for a website redesign with specific goals, audience, and deadline."
+ },
+ {
+ "inputJson": "{\"projectName\":\"Social Media Campaign Q3\",\"objectives\":[\"Boost brand awareness\",\"Increase follower count by 20%\"],\"targetAudience\":\"Millennials and Gen Z\",\"keyPoints\":[\"Influencer partnerships\",\"Regular video content\"],\"deadline\":\"2024-07-15\",\"additionalNotes\":\"Align with new product launch.\"}",
+ "description": "Creating a marketing brief for a social media campaign with clear objectives and strategic points."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateFAQ",
+ "description": "Generates a formatted FAQ document based on provided information and topics. Accepts product or service details, common questions, and relevant keywords and outputs a structured FAQ text suitable for websites, manuals, or support portals.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "Main subject or product the FAQ focuses on, such as a software name or service category.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "questions",
+ "type": "array",
+ "description": "List of common questions or queries related to the topic that the FAQ should address.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "backgroundInfo",
+ "type": "string",
+ "description": "Detailed description or background information about the product or service to inform accurate answers.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en', 'es') in which the FAQ should be generated.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "maxQuestions",
+ "type": "number",
+ "description": "Maximum number of questions to include in the FAQ; if fewer questions provided, uses those.",
+ "required": false,
+ "defaultValue": "10"
+ },
+ {
+ "name": "includeIntro",
+ "type": "boolean",
+ "description": "Whether to generate a brief introduction paragraph before the FAQ list.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted FAQ text, including optional introduction and each question paired with its generated answer."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create or expand a Frequently Asked Questions document to assist users by providing clear answers about a product, service, or topic, especially when given domain-specific details and user questions. It's ideal for automating support content generation from knowledge bases or product documentation.",
+ "limitations": "Cannot verify factual accuracy beyond input data; may generate generic answers if background info is insufficient. Does not tailor answers for individual users or handle complex legal or medical advice.",
+ "examples": [
+ "Generate FAQ for a new software product from key features and common user questions.",
+ "Create an FAQ for a website's return policy based on policy text to help customer support.",
+ "Produce a bilingual FAQ where questions and answers are provided in specified language."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "document-generation",
+ "FAQ",
+ "support",
+ "customer-service",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"SuperApp Pro\",\"questions\":[\"How do I install SuperApp Pro?\",\"What are the system requirements?\",\"Is there a trial version available?\"],\"backgroundInfo\":\"SuperApp Pro is a productivity application compatible with Windows and Mac. Users require 4GB RAM and 500MB disk space. A 14-day free trial is offered.\",\"language\":\"en\",\"maxQuestions\":5,\"includeIntro\":true}",
+ "description": "Generate an English FAQ for a productivity app based on provided features and common questions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateChecklist",
+ "description": "Generates a structured checklist document based on provided topics, subtopics, and item details. Accepts input parameters to customize checklist title, sections, individual items with descriptions, and priorities. Outputs a JSON-formatted checklist suitable for task management or documentation purposes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title of the checklist document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "An array of section objects, each containing a section title and an array of checklist items.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includePriorities",
+ "type": "boolean",
+ "description": "Flag to indicate whether priority levels should be included in checklist items.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "defaultPriority",
+ "type": "string",
+ "description": "Default priority level assigned to checklist items if none specified (e.g., 'Medium').",
+ "required": false,
+ "defaultValue": "Medium"
+ },
+ {
+ "name": "formatAsMarkdown",
+ "type": "boolean",
+ "description": "If true, generate checklist output formatted as markdown text instead of JSON.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated checklist represented as JSON and optionally as a markdown string if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to create organized, multi-section checklists for project plans, quality assurance, event planning, or instructional guides based on user-provided topics and items. It helps automate production of clear, actionable checklist documents with customizable priorities and formatting.",
+ "limitations": "Does not generate checklist content from unstructured text or automatically infer checklist items. It requires structured input. It cannot handle real-time task tracking or integrations with external task management apps.",
+ "examples": [
+ "Generate a product launch checklist with sections for pre-launch, launch day, and post-launch tasks.",
+ "Create a QA checklist for software testing with items marked by priority and detailed descriptions.",
+ "Produce a markdown formatted event planning checklist including venue, catering, and invitations sections."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "checklist",
+ "document-generation",
+ "task-management",
+ "planning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Website Launch Checklist\",\"sections\":[{\"sectionTitle\":\"Pre-launch Tasks\",\"items\":[{\"description\":\"Complete final design review\",\"priority\":\"High\"},{\"description\":\"Set up hosting environment\",\"priority\":\"Medium\"}]},{\"sectionTitle\":\"Launch Day Tasks\",\"items\":[{\"description\":\"Deploy website to production\",\"priority\":\"High\"},{\"description\":\"Announce launch on social media\",\"priority\":\"Medium\"}]}],\"includePriorities\":true,\"formatAsMarkdown\":false}",
+ "description": "Generate a checklist for a website launch with prioritized tasks formatted as JSON."
+ },
+ {
+ "inputJson": "{\"title\":\"Event Planning Checklist\",\"sections\":[{\"sectionTitle\":\"Venue\",\"items\":[{\"description\":\"Book venue\",\"priority\":\"High\"},{\"description\":\"Arrange seating\",\"priority\":\"Low\"}]},{\"sectionTitle\":\"Catering\",\"items\":[{\"description\":\"Choose menu\",\"priority\":\"Medium\"},{\"description\":\"Confirm dietary restrictions\",\"priority\":\"High\"}]}],\"includePriorities\":true,\"formatAsMarkdown\":true}",
+ "description": "Create a markdown formatted event planning checklist including priorities."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateReleaseNotes",
+ "description": "Generates detailed and well-structured release notes documents from provided release metadata and change logs. Accepts inputs such as version number, release date, list of features, bug fixes, and known issues, and produces formatted release notes suitable for product documentation or publication.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "version",
+ "type": "string",
+ "description": "The version number of the release (e.g., 'v2.3.0').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "releaseDate",
+ "type": "string",
+ "description": "The release date in ISO 8601 format (e.g., '2024-05-01').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "features",
+ "type": "array",
+ "description": "An array of strings describing new features introduced in this release.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "bugFixes",
+ "type": "array",
+ "description": "An array of strings listing bug fixes included in this release.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "knownIssues",
+ "type": "array",
+ "description": "An array of strings to note known issues that remain in this release.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "additionalNotes",
+ "type": "string",
+ "description": "Optional additional notes or comments to include in the release notes.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format of the release notes document: 'markdown', 'html', or 'plaintext'.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted release notes string in the specified format, under the key 'releaseNotes'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create professional and consistent release notes documents automatically based on structured input data about a new product or software version. This helps streamline publishing, saves time, and ensures clarity for end users or stakeholders.",
+ "limitations": "This tool does not generate content beyond the input provided, such as interpreting code changes or creating summaries without explicit data. It also does not localize or translate contents automatically.",
+ "examples": [
+ "Generate release notes for a new software version including features and bug fixes.",
+ "Create HTML formatted release notes from a detailed change list.",
+ "Produce a simple plaintext release note summary for an internal patch."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "release-notes",
+ "documentation",
+ "software",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"version\":\"v3.1.0\",\"releaseDate\":\"2024-05-15\",\"features\":[\"Added user authentication support\",\"Improved performance of data queries\"],\"bugFixes\":[\"Fixed crash on startup\",\"Resolved memory leak issue\"],\"knownIssues\":[\"Minor UI glitch on settings page\"],\"format\":\"markdown\"}",
+ "description": "Generate markdown release notes for version v3.1.0 with features, fixes, and known issues."
+ },
+ {
+ "inputJson": "{\"version\":\"1.0.0\",\"releaseDate\":\"2024-01-01\",\"features\":[\"Initial release with core functionalities\"],\"format\":\"plaintext\"}",
+ "description": "Generate a plaintext release note for the initial release of a product."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "ReleaseNotes",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateTranscript",
+ "description": "Generates a textual transcript from an uploaded audio or video file, using speech-to-text processing. Accepts media file input and optional parameters for language and speaker diarization. Outputs a structured transcript with timestamps and speaker labels if enabled.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "mediaUrl",
+ "type": "string",
+ "description": "URL or path to the audio/video file to transcribe",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the spoken language in the media (e.g., 'en-US')",
+ "required": false,
+ "defaultValue": "en-US"
+ },
+ {
+ "name": "enableSpeakerDiarization",
+ "type": "boolean",
+ "description": "Whether to separate transcript by speaker voices",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "timestampInterval",
+ "type": "number",
+ "description": "Interval in seconds to insert timestamps in the transcript",
+ "required": false,
+ "defaultValue": "30"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format of the transcript, e.g., 'text' or 'json' with metadata",
+ "required": false,
+ "defaultValue": "text"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the full transcript text, optionally segmented by timestamps and speakers, plus metadata if requested"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert audio or video content into readable, searchable text. It is useful for meeting notes, content indexing, accessibility, and content repurposing. It supports multiple languages and can optionally separate speakers and add timestamps for clarity.",
+ "limitations": "This tool cannot generate transcripts without clear audio input or from files without speech (e.g., music only). It may have lower accuracy in noisy environments or with overlapping speech. It does not perform translations or summarize content.",
+ "examples": [
+ "Generate a transcript from an English podcast episode URL.",
+ "Create a diarized transcript with speaker labels for a recorded webinar.",
+ "Produce a JSON-formatted transcript with timestamps every 10 seconds from a video file URL."
+ ]
+ },
+ "tags": [
+ "transcription",
+ "speech-to-text",
+ "audio-processing",
+ "video-processing",
+ "content-creation",
+ "accessibility"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"mediaUrl\":\"https://example.com/meeting-recording.mp4\",\"language\":\"en-US\",\"enableSpeakerDiarization\":true,\"timestampInterval\":60,\"format\":\"json\"}",
+ "description": "Generate a JSON transcript with speaker labels and timestamps every 60 seconds from an English meeting video."
+ },
+ {
+ "inputJson": "{\"mediaUrl\":\"https://example.com/podcast-episode.mp3\",\"language\":\"en-US\",\"enableSpeakerDiarization\":false,\"format\":\"text\"}",
+ "description": "Generate plain text transcript from an English podcast audio without speaker separation."
+ },
+ {
+ "inputJson": "{\"mediaUrl\":\"https://example.com/webinar.mkv\",\"language\":\"es-ES\",\"enableSpeakerDiarization\":true,\"timestampInterval\":30,\"format\":\"json\"}",
+ "description": "Generate a diarized Spanish transcript with timestamps every 30 seconds from a webinar video."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateChangelog",
+ "description": "Generates a structured changelog document by parsing commit messages or a list of versioned changes. Accepts inputs such as raw commit logs or an array of change entries, processes to group changes by categories (e.g., Added, Fixed, Changed), and outputs a formatted markdown or plain text changelog suitable for release notes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "commitMessages",
+ "type": "array",
+ "description": "An array of commit message strings to extract changes from. Each message should be a conventional commit or descriptive note.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "changeEntries",
+ "type": "array",
+ "description": "An array of structured change objects with fields like type (Added, Fixed), description, and optional scope. Used if commitMessages not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "version",
+ "type": "string",
+ "description": "The version string for the release, e.g., '1.2.3'. This is included in the changelog heading.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "date",
+ "type": "string",
+ "description": "Release date in ISO 8601 format (YYYY-MM-DD). Included in the changelog heading.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The format for the output changelog: 'markdown' or 'text'. Defaults to markdown.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeUncategorized",
+ "type": "boolean",
+ "description": "Whether to include changes that do not fit into standard categories under an 'Uncategorized' section.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "categoriesOrder",
+ "type": "array",
+ "description": "Defines the order and names of categories in the changelog. Defaults to ['Added','Changed','Deprecated','Removed','Fixed','Security'].",
+ "required": false,
+ "defaultValue": "[\"Added\",\"Changed\",\"Deprecated\",\"Removed\",\"Fixed\",\"Security\"]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the changelog string under the 'changelog' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to automatically generate a standardized changelog document from commit logs or a list of changes for software releases or project updates. It helps in formatting and grouping changes by type, preparing release notes efficiently.",
+ "limitations": "The tool relies on structured commit messages or well-formed change entries. It cannot infer changes without descriptive inputs and does not automatically fetch commits from repositories.",
+ "examples": [
+ "Generate a markdown changelog from recent conventional commits for version 2.0.0.",
+ "Create a plain text changelog from an array of change entries without a date.",
+ "Produce a changelog including uncategorized changes and specifying a custom category order."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "changelog",
+ "release-notes",
+ "documentation",
+ "automation",
+ "project-management"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"commitMessages\":[\"feat: add user login feature\",\"fix: correct typo in README\",\"docs: update API documentation\"],\"version\":\"1.4.0\",\"date\":\"2024-05-15\",\"outputFormat\":\"markdown\"}",
+ "description": "Generate a markdown changelog for version 1.4.0 using commit messages including feature, fix, and docs updates."
+ },
+ {
+ "inputJson": "{\"changeEntries\":[{\"type\":\"Added\",\"description\":\"Support for multi-factor authentication\"},{\"type\":\"Fixed\",\"description\":\"Crash on startup on Windows devices\"},{\"type\":\"Changed\",\"description\":\"Updated database schema\"}],\"version\":\"2.0.0\",\"outputFormat\":\"text\",\"includeUncategorized\":false}",
+ "description": "Create a plain text changelog for version 2.0.0 from explicit change entries, excluding uncategorized changes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Changelog",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateMinutes",
+ "description": "Generates detailed meeting minutes from meeting transcripts or notes by extracting key points, decisions, action items, attendees, and summaries. Accepts plain text or structured input and outputs a formatted summary document suitable for distribution.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "meetingTranscript",
+ "type": "string",
+ "description": "Raw text transcript or detailed notes of the meeting to process for minutes generation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "meetingDate",
+ "type": "string",
+ "description": "Date of the meeting in ISO 8601 format (YYYY-MM-DD) to include in the minutes header.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "attendees",
+ "type": "array",
+ "description": "List of attendees' names who participated in the meeting.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeActionItems",
+ "type": "boolean",
+ "description": "Whether to extract and highlight action items from the meeting content.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language of the meeting content for accurate processing (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the generated minutes output, e.g., 'text', 'markdown', or 'json'.",
+ "required": false,
+ "defaultValue": "text"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted meeting minutes with structured sections such as summary, decisions, action items, attendees, and date."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have a meeting transcript or detailed notes and need to quickly generate clear, organized meeting minutes for sharing or archiving without manual summarization. It helps teams maintain records of decisions, tasks, and attendance efficiently.",
+ "limitations": "Cannot replace the accuracy of official meeting transcription; quality depends on the input transcript clarity. May miss nuances or implicit decisions not clearly stated in the input.",
+ "examples": [
+ "Generate meeting minutes from a text transcript capturing all key discussion points and action items.",
+ "Create a markdown formatted summary of meeting notes including the date and a list of attendees.",
+ "Extract and highlight action items from a raw meeting note document in JSON output format."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "meeting",
+ "minutes",
+ "document-generation",
+ "summarization",
+ "productivity"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"meetingTranscript\":\"Project kickoff meeting started with introductions. Decision to adopt Agile methodology was made. John will lead the development team.\",\"meetingDate\":\"2024-04-15\",\"attendees\":[\"Alice\",\"Bob\",\"John\"],\"includeActionItems\":true,\"language\":\"en\",\"outputFormat\":\"text\"}",
+ "description": "Generate text format meeting minutes from a short project kickoff meeting transcript including attendees and date."
+ },
+ {
+ "inputJson": "{\"meetingTranscript\":\"Discussed quarterly budget review and allocation. Decided to increase marketing budget by 10%. Action item assigned to Sarah to prepare new budget proposal.\",\"attendees\":[\"Mike\",\"Sarah\"],\"includeActionItems\":true,\"outputFormat\":\"markdown\"}",
+ "description": "Create markdown formatted minutes summarizing budget decisions and action items with attendee names."
+ },
+ {
+ "inputJson": "{\"meetingTranscript\":\"Review of last sprint goals. All goals met except for backend API updates. Action item: Dev team to prioritize API completion next sprint.\",\"includeActionItems\":true,\"outputFormat\":\"json\"}",
+ "description": "Produce json structured meeting minutes including identified action items from sprint review notes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateSummary",
+ "description": "Generates a concise, coherent summary from a provided text document or content. Accepts raw text input and optional parameters to control summary length and style. Outputs a summarized text capturing the key points, suitable for quick understanding or previews.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The full text content to be summarized. Required for summary generation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the summary in number of words. Optional; defaults to 100.",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "summaryStyle",
+ "type": "string",
+ "description": "Style of the summary; can be 'concise', 'detailed', or 'bulleted'. Defaults to 'concise'.",
+ "required": false,
+ "defaultValue": "concise"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the input text for accurate summarization. Defaults to 'en' for English.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the summary text, its word count, and the original language code."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create a brief, readable synopsis of long texts like articles, reports, or documents to enable quick comprehension or preview. It is useful for content summarization in content management, news aggregation, or research.",
+ "limitations": "Cannot replace specialized domain expert summaries. Quality depends on input text clarity and language support. May not capture nuanced or highly technical details accurately.",
+ "examples": [
+ "Summarize a research article into a concise paragraph.",
+ "Generate a bulleted summary of a product review.",
+ "Create a brief summary from a lengthy news report."
+ ]
+ },
+ "tags": [
+ "content",
+ "summarization",
+ "text",
+ "document",
+ "summary",
+ "content-creation",
+ "generate"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"The quick brown fox jumps over the lazy dog. This sentence is often used as a pangram in the English language to test fonts and keyboards.\",\"maxLength\":20,\"summaryStyle\":\"concise\"}",
+ "description": "Summarize a well-known pangram sentence with a concise summary limited to 20 words."
+ },
+ {
+ "inputJson": "{\"text\":\"In 2023, renewable energy sources saw unprecedented growth due to technological advances and policy changes worldwide.\",\"maxLength\":30,\"summaryStyle\":\"bulleted\"}",
+ "description": "Create a bulleted summary highlighting the main points about renewable energy growth in 2023."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateArticle",
+ "description": "Generates a coherent, structured article based on a given topic, intended audience, and desired length. Accepts inputs detailing topic, style, keywords, and language, then produces a formatted article text with an optional title and summary.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "Main subject or theme for the article to cover.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Target audience profile or demographic for tailoring content tone and complexity.",
+ "required": false,
+ "defaultValue": "general"
+ },
+ {
+ "name": "articleLength",
+ "type": "number",
+ "description": "Approximate desired length of the article in words.",
+ "required": false,
+ "defaultValue": "500"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for the article output, e.g., 'en' for English.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Writing style or tone, such as formal, casual, technical, or persuasive.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of important keywords or phrases that should be included in the article.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeSummary",
+ "type": "boolean",
+ "description": "Whether to include a brief summary paragraph at the start of the article.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete article text, including title, body, and optional summary."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create a full-length article on a specified topic for presentations, blogs, newsletters, or reports, customized by audience, length, and style. It helps quickly generate structured, coherent content ready for editing or publication.",
+ "limitations": "The tool may produce generic or overly formal content and might not replace expert-authored articles requiring deep domain knowledge or citations. It does not perform fact-checking or source attribution.",
+ "examples": [
+ "Generate a 1000-word article on climate change targeted to high school students in a casual style including keywords 'global warming', 'carbon emissions'.",
+ "Produce a technical article about machine learning in English, approx. 1500 words, formal tone, with a summary.",
+ "Create a brief persuasive article about the benefits of remote work for a general audience, around 700 words."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "article writing",
+ "text generation",
+ "writing assistant",
+ "blog content",
+ "AI writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of Urban Gardening\",\"audience\":\"home gardeners\",\"articleLength\":800,\"language\":\"en\",\"style\":\"casual\",\"keywords\":[\"sustainability\",\"health benefits\"],\"includeSummary\":true}",
+ "description": "Generate an 800-word casual article on urban gardening emphasizing sustainability and health benefits for home gardeners, including a summary."
+ },
+ {
+ "inputJson": "{\"topic\":\"Advancements in Renewable Energy Technologies\",\"articleLength\":1200,\"style\":\"technical\",\"includeSummary\":false}",
+ "description": "Generate a 1200-word technical article about recent advancements in renewable energy technologies without a summary."
+ },
+ {
+ "inputJson": "{\"topic\":\"Tips for Effective Remote Team Communication\",\"audience\":\"business professionals\",\"articleLength\":600,\"style\":\"formal\",\"includeSummary\":true}",
+ "description": "Generate a formal 600-word article with a summary on best practices for remote team communication aimed at business professionals."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateBlogPost",
+ "description": "Generates a detailed blog post based on a given topic, target audience, and style preferences. Accepts inputs including topic keywords, desired length, writing tone, and additional sections. Processes this data to create a structured, coherent blog post draft suitable for digital publishing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "Main subject or theme for the blog post to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended readers or demographic for tailoring language and style.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "postLength",
+ "type": "number",
+ "description": "Approximate length of the blog post in words.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Writing style or tone such as formal, casual, or conversational.",
+ "required": false,
+ "defaultValue": "conversational"
+ },
+ {
+ "name": "includeSections",
+ "type": "array",
+ "description": "Optional list of specific sections to include such as introduction, FAQ, conclusion.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of keywords or phrases to emphasize for SEO purposes.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated blog post content including title, formatted body text divided by sections, and a summary."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to quickly draft comprehensive blog posts tailored by topic, audience, tone, or length, especially for content marketing, SEO, or thought leadership. It supports generating content frameworks efficiently by providing structured text areas.",
+ "limitations": "Cannot replace expert domain-specific knowledge or fact-checking; generated posts may require review and editing for accuracy and style conformity.",
+ "examples": [
+ "Generate a 1000-word blog post about benefits of remote work for tech professionals in a formal tone.",
+ "Create a casual, 600-word blog entry introducing beginner yoga poses, including an FAQ section.",
+ "Write a conversational blog post on healthy meal prep tips targeting college students."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "generation",
+ "blog",
+ "writing",
+ "SEO",
+ "marketing",
+ "digital-content"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"sustainable travel\",\"targetAudience\":\"eco-conscious travelers\",\"postLength\":900,\"tone\":\"informative\",\"includeSections\":[\"introduction\",\"tips\",\"conclusion\"],\"keywords\":[\"eco-friendly travel\",\"carbon footprint\",\"green hotels\"]}",
+ "description": "Generate a 900-word informative blog post on sustainable travel for eco-conscious travelers including introduction, tips, and conclusion sections focusing on eco-friendly travel keywords."
+ },
+ {
+ "inputJson": "{\"topic\":\"home workout routines\",\"postLength\":700,\"tone\":\"casual\",\"keywords\":[\"no equipment\",\"quick workouts\"]}",
+ "description": "Create a 700-word casual blog post about home workout routines emphasizing quick workouts requiring no equipment."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateDocument",
+ "description": "Generates a structured digital document based on provided content, style preferences, and formatting options. Accepts text inputs such as title, sections, and optional images or tables, then produces a formatted document output in specified file formats such as PDF, DOCX, or HTML.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title of the document to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "An array of section objects containing headings and content paragraphs for the document body.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Optional design style for the document (e.g., formal, modern, minimalist).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to include a table of contents based on section headings.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The file format for the generated document output (pdf, docx, html).",
+ "required": true,
+ "defaultValue": "pdf"
+ },
+ {
+ "name": "authorName",
+ "type": "string",
+ "description": "Optional author name to include in the document metadata or header/footer.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated document as a base64 encoded string along with metadata such as file name and format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a well-structured document for reports, proposals, summaries, or presentations based on given textual content and formatting preferences. Ideal for automating document creation workflows and producing outputs in common file formats.",
+ "limitations": "Does not support complex media embedding such as videos or interactive content. Cannot perform extensive graphic design or layout customization beyond provided styles.",
+ "examples": [
+ "Create a business report document with sections and export as PDF.",
+ "Generate a project proposal in DOCX with a professional style and table of contents.",
+ "Produce an HTML formatted document for web publishing based on provided article text."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "document",
+ "generate",
+ "pdf",
+ "docx",
+ "report",
+ "automation",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Annual Sales Report\",\"sections\":[{\"heading\":\"Executive Summary\",\"content\":\"This year sales increased by 20%.\"},{\"heading\":\"Detailed Analysis\",\"content\":\"Our top performing region was...\"}],\"style\":\"formal\",\"includeTableOfContents\":true,\"outputFormat\":\"pdf\",\"authorName\":\"Jane Doe\"}",
+ "description": "Generate a formal PDF sales report with title, multiple sections, table of contents, and author name."
+ },
+ {
+ "inputJson": "{\"title\":\"Project Proposal\",\"sections\":[{\"heading\":\"Introduction\",\"content\":\"The project aims to...\"},{\"heading\":\"Budget\",\"content\":\"Estimated cost is...\"}],\"style\":\"modern\",\"includeTableOfContents\":false,\"outputFormat\":\"docx\"}",
+ "description": "Create a modern style project proposal document as a DOCX file without a table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createReference",
+ "description": "Creates a formatted bibliographic reference entry from structured input data. Accepts source details such as author names, title, publication date, and source type, then returns a properly formatted reference string in a selected citation style (e.g., APA, MLA, Chicago).",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of source to reference, such as book, journal, website, or report.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "authors",
+ "type": "array",
+ "description": "List of author objects, each with 'firstName' and 'lastName' strings.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the source or document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationDate",
+ "type": "string",
+ "description": "Publication date in ISO format (YYYY-MM-DD) or year only.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publisher",
+ "type": "string",
+ "description": "Name of the publisher or publishing organization.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL of the source if it is an online reference.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to format the reference (e.g. APA, MLA, Chicago).",
+ "required": true,
+ "defaultValue": "APA"
+ },
+ {
+ "name": "edition",
+ "type": "string",
+ "description": "Edition information if applicable (e.g. 2nd edition).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "volume",
+ "type": "string",
+ "description": "Volume number if applicable for journals or multi-volume works.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "issue",
+ "type": "string",
+ "description": "Issue number if applicable for journals.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted reference string under 'formattedReference' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating bibliographic references for academic papers, articles, reports, or digital content requiring standardized source citations. It automates the creation of properly styled references from detailed source metadata to ensure formatting accuracy and save time.",
+ "limitations": "This tool does not fetch or validate source metadata automatically; all input details must be provided accurately. It supports common citation styles but may not cover all niche or updated style variants.",
+ "examples": [
+ "Create an APA format reference for a book with authors, title, publication year, and publisher.",
+ "Generate an MLA citation for a journal article including volume and issue numbers.",
+ "Produce a Chicago style citation for an online report with URL and publication date."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "reference",
+ "citation",
+ "bibliography",
+ "academic",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceType\":\"book\",\"authors\":[{\"firstName\":\"John\",\"lastName\":\"Doe\"},{\"firstName\":\"Jane\",\"lastName\":\"Smith\"}],\"title\":\"Introduction to Testing\",\"publicationDate\":\"2018-05-01\",\"publisher\":\"Tech Press\",\"citationStyle\":\"APA\",\"edition\":\"2nd edition\"}",
+ "description": "Create an APA style reference for a book with two authors, publisher, and edition."
+ },
+ {
+ "inputJson": "{\"sourceType\":\"journal\",\"authors\":[{\"firstName\":\"Alice\",\"lastName\":\"Brown\"}],\"title\":\"Advances in AI Research\",\"publicationDate\":\"2023\",\"publisher\":\"Science Journal\",\"citationStyle\":\"MLA\",\"volume\":\"34\",\"issue\":\"2\"}",
+ "description": "Generate an MLA citation for a journal article with volume and issue numbers."
+ },
+ {
+ "inputJson": "{\"sourceType\":\"website\",\"authors\":[{\"firstName\":\"Mark\",\"lastName\":\"Lee\"}],\"title\":\"Understanding Web Security\",\"publicationDate\":\"2022-11-15\",\"url\":\"https://www.websec.com/article\",\"citationStyle\":\"Chicago\"}",
+ "description": "Produce a Chicago style citation for an online article with URL."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.generateReport",
+ "description": "Generates a structured written report based on user-provided data, topic, and formatting preferences. The tool accepts input content (text, data summary, or analytics), report type, and optional sections to include. It processes these inputs to produce a coherent report document in text or markdown format, suitable for business, technical, or summary purposes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the report to generate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contentData",
+ "type": "string",
+ "description": "Raw textual content, data summary, or analytics to incorporate into the report.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "reportType",
+ "type": "string",
+ "description": "The style or category of the report, such as business, technical, summary, or progress.",
+ "required": false,
+ "defaultValue": "summary"
+ },
+ {
+ "name": "includeSections",
+ "type": "array",
+ "description": "List of specific sections to include in the report, e.g., ['Introduction', 'Analysis', 'Conclusion'].",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The output format for the report, such as 'text' or 'markdown'.",
+ "required": false,
+ "defaultValue": "text"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code for the report content, e.g., 'en' for English.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "pageLength",
+ "type": "number",
+ "description": "Approximate desired length of the report in pages or sections.",
+ "required": false,
+ "defaultValue": "3"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated report text and metadata including topic and format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a concise, structured report is needed from provided data or content inputs, such as for generating business progress reports, technical reviews, or executive summaries automatically extracted from raw inputs. It aids in converting unstructured or semi-structured information into readable documents.",
+ "limitations": "This tool does not perform deep domain-specific analysis or data validation. It cannot replace expert-written reports needing complex domain knowledge or highly customized formatting beyond the basic templates.",
+ "examples": [
+ "Generate a business report summarizing quarterly sales data.",
+ "Create a technical report analyzing system performance logs.",
+ "Produce a concise project summary report with key milestones and risks."
+ ]
+ },
+ "tags": [
+ "content",
+ "report",
+ "generation",
+ "summary",
+ "business",
+ "technical",
+ "documentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Quarterly Sales Analysis\",\"contentData\":\"Sales increased by 15% compared to last quarter with significant growth in the EMEA region.\",\"reportType\":\"business\",\"includeSections\":[\"Introduction\",\"Data Analysis\",\"Conclusion\"],\"format\":\"markdown\",\"language\":\"en\",\"pageLength\":4}",
+ "description": "Generate a markdown formatted business report on quarterly sales with specified sections."
+ },
+ {
+ "inputJson": "{\"topic\":\"Server Performance Review\",\"contentData\":\"CPU usage spiked during peak hours causing latency issues. Memory usage remained stable.\",\"reportType\":\"technical\",\"format\":\"text\",\"language\":\"en\"}",
+ "description": "Create a plain text technical report focusing on server performance with provided observations."
+ },
+ {
+ "inputJson": "{\"topic\":\"Project Summary\",\"contentData\":\"All milestones met on time; budget usage at 95%. Minor risks associated with resource allocation.\",\"reportType\":\"summary\",\"pageLength\":2}",
+ "description": "Produce a brief project summary report with key achievements and risks."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createCitation",
+ "description": "Generates a properly formatted citation string based on provided bibliographic information and the specified citation style. Accepts details like author(s), title, publication year, publisher, and outputs the citation according to styles such as APA, MLA, or Chicago.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "authors",
+ "type": "array",
+ "description": "List of author names in 'LastName, FirstName' format for the citation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the work to be cited (e.g., book title, article title).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationYear",
+ "type": "number",
+ "description": "Year when the work was published.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publisher",
+ "type": "string",
+ "description": "Name of the publisher or journal name where the work was published.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to format the citation in (e.g., 'APA', 'MLA', 'Chicago').",
+ "required": true,
+ "defaultValue": "APA"
+ },
+ {
+ "name": "edition",
+ "type": "string",
+ "description": "Edition information of the work if applicable (e.g., '2nd edition').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL of online sources, if applicable, included in the citation.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "accessDate",
+ "type": "string",
+ "description": "Date when an online source was accessed, in YYYY-MM-DD format, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted citation string and the style used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate accurately formatted citations from bibliographic data for academic papers, articles, or digital content in various citation styles. It helps automate citation creation to ensure correctness and saves time compared to manual formatting.",
+ "limitations": "This tool cannot verify the factual accuracy of the bibliographic data provided or fetch missing metadata automatically. It also does not support highly specialized or less common citation styles beyond core popular ones.",
+ "examples": [
+ "Generate an APA style citation for a book with authors, title, year, and publisher.",
+ "Create an MLA format citation for an online article including URL and access date.",
+ "Produce a Chicago style citation with multiple authors and edition info."
+ ]
+ },
+ "tags": [
+ "citation",
+ "content-creation",
+ "academic-writing",
+ "bibliography",
+ "reference",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"authors\":[\"Smith, John\",\"Doe, Jane\"],\"title\":\"Understanding AI\",\"publicationYear\":2021,\"publisher\":\"Tech Publishers\",\"citationStyle\":\"APA\"}",
+ "description": "Generate an APA citation for a book with two authors, title, year, and publisher."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Brown, Lisa\"],\"title\":\"Advances in Machine Learning\",\"publicationYear\":2020,\"url\":\"https://example.com/article\",\"accessDate\":\"2023-04-12\",\"citationStyle\":\"MLA\"}",
+ "description": "Generate an MLA citation for an online article with one author, URL, and access date."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Green, Michael\",\"Taylor, Anne\"],\"title\":\"Data Science Handbook\",\"publicationYear\":2019,\"publisher\":\"Data Press\",\"edition\":\"3rd edition\",\"citationStyle\":\"Chicago\"}",
+ "description": "Generate a Chicago style citation for a third edition book with two authors."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createLink",
+ "description": "Generates a formatted hyperlink based on input parameters including URL, display text, and optional attributes such as title, target, and CSS classes. It validates the URL and outputs a properly constructed HTML anchor tag string for embedding in digital content.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The destination URL for the link. Must be a valid URL starting with http:// or https://",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "displayText",
+ "type": "string",
+ "description": "The text to display for the hyperlink. If empty, the URL itself will be used as the display text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional tooltip text that appears on hover over the link.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "openInNewTab",
+ "type": "boolean",
+ "description": "Whether the link should open in a new browser tab or window. Defaults to false.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "cssClasses",
+ "type": "array",
+ "description": "An array of CSS class names to apply to the anchor tag for styling purposes.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "rel",
+ "type": "string",
+ "description": "Optional value for the 'rel' attribute specifying the relationship between current page and the linked URL (e.g., 'nofollow', 'noopener').",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the full HTML anchor tag string as 'htmlString' representing the link ready for content embedding."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create standardized, well-formed HTML links programmatically from raw input parameters such as URL and link text, ensuring attributes like target and CSS classes are consistently applied for web content creation or editing.",
+ "limitations": "This tool does not verify the availability or safety of the URL beyond basic format checking, nor does it generate URLs or fetch metadata from the link target.",
+ "examples": [
+ "Create a link to https://example.com with the display text 'Example Website' opening in a new tab and styled with classes 'btn' and 'primary'.",
+ "Generate a simple link for the URL https://openai.com with no display text to default to showing the URL itself.",
+ "Build a link with title tooltip 'Go to Documentation', opening in the current tab, and rel attribute 'noopener' to ensure security."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "HTML",
+ "link generation",
+ "web",
+ "hyperlink",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://example.com\",\"displayText\":\"Example Website\",\"openInNewTab\":true,\"cssClasses\":[\"btn\",\"primary\"]}",
+ "description": "Creates a link to example.com with custom display text, that opens in a new tab and includes button styling classes."
+ },
+ {
+ "inputJson": "{\"url\":\"https://openai.com\",\"displayText\":\"\"}",
+ "description": "Generates a simple link using the URL itself as the display text, with default behavior opening in the same tab."
+ },
+ {
+ "inputJson": "{\"url\":\"https://docs.example.org\",\"displayText\":\"Documentation\",\"title\":\"Go to Documentation\",\"openInNewTab\":false,\"rel\":\"noopener\"}",
+ "description": "Creates a link to documentation with a title attribute, that opens in the same tab with a security-related rel attribute."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createQuote",
+ "description": "Generates a formatted inspirational or thematic quote based on provided text or keywords. Accepts input as a custom quote or keywords and outputs a styled quote object with text, author, and theme metadata.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The exact quote text to create. If empty, keywords will be used to generate a relevant quote.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Name of the person who said the quote. Defaults to 'Unknown' if not provided.",
+ "required": false,
+ "defaultValue": "\"Unknown\""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of keywords to generate a quote about if 'text' is empty. Ignored if 'text' is provided.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Theme or category of the quote such as 'motivation', 'love', or 'wisdom' for styling and context.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citation",
+ "type": "string",
+ "description": "Optional citation or source info for the quote (e.g., book title or speech).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted quote text, author, theme, and optional citation metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate or format quotes for content such as articles, social media posts, presentations, or creative projects. It assists in creating customized or generated quotes with metadata, suitable for inspirational or thematic contexts.",
+ "limitations": "The tool cannot verify the authenticity of quotes or provide real-time citations. Generated quotes based on keywords are approximations and not guaranteed to be original or accurate.",
+ "examples": [
+ "Create an inspirational quote about perseverance by specifying keywords ['perseverance', 'strength'].",
+ "Format a provided quote text with author and theme metadata.",
+ "Generate a quote with a custom citation from a famous speech."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "quote",
+ "inspirational",
+ "text generation",
+ "formatting",
+ "creative writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"The only limit to our realization of tomorrow is our doubts of today.\",\"author\":\"Franklin D. Roosevelt\",\"theme\":\"motivation\"}",
+ "description": "Format a known motivational quote with author and theme."
+ },
+ {
+ "inputJson": "{\"keywords\":[\"courage\",\"challenge\"],\"theme\":\"strength\"}",
+ "description": "Generate a custom quote about courage and challenge with a strength theme."
+ },
+ {
+ "inputJson": "{\"text\":\"To be, or not to be, that is the question.\",\"author\":\"William Shakespeare\",\"citation\":\"Hamlet, Act 3, Scene 1\",\"theme\":\"philosophy\"}",
+ "description": "Format a classic philosophical quote with citation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createHeading",
+ "description": "Generates a formatted heading string based on the provided text, heading level, and optional style attributes. It accepts plain text input and outputs a heading formatted for HTML or markdown, supporting customization of heading level (1-6), text alignment, and additional CSS classes or markdown syntax.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The text content to be used as the heading.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "level",
+ "type": "number",
+ "description": "Heading level from 1 to 6, indicating the importance and size of the heading.",
+ "required": true,
+ "defaultValue": "1"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format for the heading, e.g., 'html' or 'markdown'.",
+ "required": false,
+ "defaultValue": "html"
+ },
+ {
+ "name": "textAlign",
+ "type": "string",
+ "description": "Optional text alignment: 'left', 'center', or 'right'. Applies CSS styles in HTML or alignment hints in markdown.",
+ "required": false,
+ "defaultValue": "left"
+ },
+ {
+ "name": "cssClasses",
+ "type": "array",
+ "description": "Optional array of CSS class names to add to the heading element (only applicable in HTML format).",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted heading string as 'headingString'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating structured content documents, web pages, or markdown files where headings with specific levels and styles are required to organize content clearly and semantically. It helps format headings consistently across content types, supporting output customization.",
+ "limitations": "This tool only produces formatted heading strings and does not create full documents or validate surrounding content context. It does not support complex styling beyond text alignment and CSS classes in HTML or basic formatting in markdown.",
+ "examples": [
+ "Create a level 2 HTML heading titled 'Introduction' centered with a CSS class 'main-heading'.",
+ "Generate a markdown level 3 heading reading 'Features' with left alignment.",
+ "Produce a plain level 1 heading 'Welcome' in HTML with default left alignment and no extra classes."
+ ]
+ },
+ "tags": [
+ "content",
+ "heading",
+ "formatting",
+ "html",
+ "markdown",
+ "text",
+ "web"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"Introduction\",\"level\":2,\"format\":\"html\",\"textAlign\":\"center\",\"cssClasses\":[\"main-heading\"]}",
+ "description": "Create a centered level 2 HTML heading with class 'main-heading'."
+ },
+ {
+ "inputJson": "{\"text\":\"Features\",\"level\":3,\"format\":\"markdown\",\"textAlign\":\"left\"}",
+ "description": "Generate a left aligned level 3 heading in markdown format."
+ },
+ {
+ "inputJson": "{\"text\":\"Welcome\",\"level\":1}",
+ "description": "Produce a level 1 HTML heading with default alignment and no CSS classes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createConversion",
+ "description": "Generates a conversion analytics report by processing raw event or user interaction data. Accepts input datasets including visitor actions, timestamps, and outcomes, calculates conversion rates for specified goals or funnels, and outputs a detailed summary with key metrics and visualizations in JSON format.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "inputData",
+ "type": "array",
+ "description": "Array of event objects representing user interactions and outcomes, each with timestamp and event type.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "conversionGoal",
+ "type": "string",
+ "description": "The specific goal or event name that defines a conversion (e.g., 'purchase', 'signup').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeframeStart",
+ "type": "string",
+ "description": "ISO 8601 formatted start datetime for filtering events to analyze.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeframeEnd",
+ "type": "string",
+ "description": "ISO 8601 formatted end datetime for filtering events to analyze.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "funnelSteps",
+ "type": "array",
+ "description": "Ordered list of event names that define the conversion funnel steps, to calculate drop-off rates if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeVisualizations",
+ "type": "boolean",
+ "description": "Whether to include basic data visualizations (e.g., conversion rate over time) in output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "minEventsThreshold",
+ "type": "number",
+ "description": "Minimum number of events required to generate reliable metrics; below this, warnings are included.",
+ "required": false,
+ "defaultValue": "10"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing conversion metrics including total visitors, conversions count, conversion rate, funnel step drop-offs, and optional visualizations as base64 encoded images or data URLs."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to compute and report conversion metrics and funnel analytics from raw event data in marketing, sales, or user engagement scenarios. It is suitable for generating summaries that inform campaign effectiveness and optimize user journeys.",
+ "limitations": "This tool does not perform real-time data streaming analysis, advanced predictive modeling, or detailed user segmentation beyond funnel steps. It assumes input data is already cleaned and formatted appropriately.",
+ "examples": [
+ "Calculate the conversion rate for 'purchase' events between two dates.",
+ "Analyze funnel drop-off rates for a multi-step signup process.",
+ "Generate a conversion report including visual graphs from website clickstream data."
+ ]
+ },
+ "tags": [
+ "conversion",
+ "analytics",
+ "content-creation",
+ "reporting",
+ "marketing",
+ "funnel",
+ "metrics"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputData\":[{\"userId\":\"u1\",\"event\":\"pageView\",\"timestamp\":\"2024-06-01T10:00:00Z\"},{\"userId\":\"u1\",\"event\":\"signup\",\"timestamp\":\"2024-06-01T10:05:00Z\"},{\"userId\":\"u2\",\"event\":\"pageView\",\"timestamp\":\"2024-06-01T11:00:00Z\"}],\"conversionGoal\":\"signup\",\"timeframeStart\":\"2024-06-01T00:00:00Z\",\"timeframeEnd\":\"2024-06-02T00:00:00Z\",\"includeVisualizations\":true}",
+ "description": "Calculate sign-up conversion rate between June 1 and June 2 with visualizations."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Conversion",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createText",
+ "description": "Generates customized textual content based on user-provided prompts and content parameters. Accepts inputs like topic, style, length, and tone, then produces coherent and contextually appropriate text output suitable for articles, posts, or other written materials.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme for the generated text.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired length of the text in words.",
+ "required": false,
+ "defaultValue": "300"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The style or mood of the text, such as formal, casual, or persuasive.",
+ "required": false,
+ "defaultValue": "neutral"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The output format for the text, e.g. plain, markdown, or html.",
+ "required": false,
+ "defaultValue": "plain"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "A list of key terms or phrases to be included in the text.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated text content as a string and metadata about the generation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create coherent, contextually relevant written content from scratch based on a topic and style parameters. Ideal for generating articles, blog posts, summaries, or other textual content automatically.",
+ "limitations": "Cannot guarantee factual accuracy or up-to-date information; not suitable for complex technical writing requiring precise domain expertise or sensitive content.",
+ "examples": [
+ "Create an engaging blog post about climate change in a casual tone about 500 words.",
+ "Generate a formal summary of machine learning advancements including specified keywords.",
+ "Write a persuasive text encouraging reading of a new book with specified tone and length."
+ ]
+ },
+ "tags": [
+ "text-generation",
+ "content-creation",
+ "writing",
+ "article",
+ "blogging",
+ "copywriting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of daily meditation\",\"length\":400,\"tone\":\"informal\",\"format\":\"markdown\",\"keywords\":[\"mindfulness\",\"stress reduction\"]}",
+ "description": "Generate an informal 400-word markdown article on daily meditation and include keywords mindfulness and stress reduction."
+ },
+ {
+ "inputJson": "{\"topic\":\"Latest trends in AI\",\"length\":200,\"tone\":\"formal\",\"format\":\"plain\",\"keywords\":[]}",
+ "description": "Create a formal 200-word plain text summary discussing the latest AI trends without specific keywords."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createTrend",
+ "description": "Generates a data-driven trend report based on input datasets or keywords. Accepts time-series data or keyword lists related to a topic, analyzes frequency and growth patterns over a specified period, and outputs a structured summary of trend dynamics with relevant metrics and visualization pointers.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "dataSource",
+ "type": "string",
+ "description": "URL or identifier of the data source containing time-series or keyword frequency data to analyze for trend creation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of keywords or phrases to focus the trend analysis on when dataset contains multiple topics.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "ISO 8601 formatted date string to define the start of the analysis period.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "ISO 8601 formatted date string to define the end of the analysis period.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "granularity",
+ "type": "string",
+ "description": "Time granularity for trend analysis such as 'daily', 'weekly', or 'monthly'.",
+ "required": false,
+ "defaultValue": "weekly"
+ },
+ {
+ "name": "includeVisualHints",
+ "type": "boolean",
+ "description": "Flag indicating whether to include suggestions for visualizations that represent the trend clearly.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the trend analysis summary including trend strength metrics, growth rates, key data points, and optional visualization hints."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create a clear, data-based summary of trend patterns over time for specific keywords or topics from actual datasets. It helps synthesize complex frequency data into actionable insights, supporting content creation such as market reports, social media strategy, or research briefs.",
+ "limitations": "This tool does not fetch raw data automatically and requires properly formatted input data sources. It cannot perform real-time trend prediction beyond given data or analyze sentiment beyond frequency and growth patterns.",
+ "examples": [
+ "Generate a trend report for 'electric vehicles' keyword frequency on Twitter over the last year with weekly granularity.",
+ "Create a trend summary from a time-series dataset of product sales data from Jan 1 2023 to Jun 1 2023 to identify emerging consumer interests.",
+ "Analyze multiple keywords related to 'home fitness' for the past six months to spot rising trends and generate visualization suggestions."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "analytics",
+ "trend-analysis",
+ "data-driven",
+ "report-generation",
+ "time-series",
+ "keywords"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataSource\":\"https://example.com/datasets/twitter_keyword_freq.json\",\"keywords\":[\"electric vehicles\"],\"startDate\":\"2023-01-01\",\"endDate\":\"2023-12-31\",\"granularity\":\"weekly\",\"includeVisualHints\":true}",
+ "description": "Generate a weekly trend report on the popularity of 'electric vehicles' from Twitter data for 2023."
+ },
+ {
+ "inputJson": "{\"dataSource\":\"dataset://sales_2023_q1\",\"keywords\":[\"fitness tracker\",\"smartwatch\"],\"startDate\":\"2023-01-01\",\"endDate\":\"2023-03-31\",\"granularity\":\"daily\",\"includeVisualHints\":false}",
+ "description": "Create a detailed daily trend analysis for 'fitness tracker' and 'smartwatch' product sales in Q1 2023 without visualization hints."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Trend",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createEvent",
+ "description": "Creates a structured analytics event definition for digital content tracking. Accepts event name, properties, timestamp, user info, and optional metadata. Processes inputs to generate a standardized event object ready for logging or downstream analytics processing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "eventName",
+ "type": "string",
+ "description": "The name of the event to create, e.g., 'page_view' or 'button_click'",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "properties",
+ "type": "object",
+ "description": "Key-value pairs describing event attributes, e.g., {'buttonColor': 'red', 'page': 'homepage'}",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "timestamp",
+ "type": "string",
+ "description": "ISO 8601 formatted timestamp of when the event occurred (e.g., '2024-04-25T10:20:30Z'). Defaults to current time if omitted.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "userId",
+ "type": "string",
+ "description": "Unique identifier of the user who performed the event, if known",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sessionId",
+ "type": "string",
+ "description": "Session identifier to link related events from the same user session",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Additional optional metadata for the event (e.g., device info, app version)",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured event object containing all provided inputs normalized with standard fields: eventName, properties, timestamp, userId, sessionId, and metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to programmatically generate a structured event object to log or send to an analytics system, based on given details about the event, user, and context. It standardizes event creation to ensure consistency in analytics workflows.",
+ "limitations": "This tool does not send events to analytics platforms or ensure schema validity beyond basic structure. It also does not generate events from raw logs or infer missing data automatically.",
+ "examples": [
+ "Create an event for a user clicking a signup button with button color and page info.",
+ "Generate an event representing a page view with timestamp and session ID.",
+ "Build an event for a purchase completed with user ID and additional metadata like payment method."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "analytics",
+ "event-tracking",
+ "data-logging",
+ "user-interaction",
+ "digital-marketing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"eventName\":\"button_click\",\"properties\":{\"buttonColor\":\"blue\",\"buttonText\":\"Subscribe\"},\"timestamp\":\"2024-04-25T15:22:10Z\",\"userId\":\"user_1234\",\"sessionId\":\"session_5678\",\"metadata\":{\"device\":\"mobile\",\"appVersion\":\"1.5.2\"}}",
+ "description": "Create an event for a button click with detailed properties and user/session context."
+ },
+ {
+ "inputJson": "{\"eventName\":\"page_view\",\"properties\":{\"pageUrl\":\"https://example.com/home\"}}",
+ "description": "Generate a simple page view event with default timestamp and no user info."
+ },
+ {
+ "inputJson": "{\"eventName\":\"purchase\",\"properties\":{\"itemId\":\"sku_9876\",\"price\":29.99,\"currency\":\"USD\"},\"userId\":\"user_4321\",\"metadata\":{\"paymentMethod\":\"credit_card\"}}",
+ "description": "Create a purchase event with pricing details and user identity."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Event",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createDashboard",
+ "description": "Creates a customizable analytics dashboard by processing provided datasets and user preferences. Accepts data sources and configuration settings, processes metrics and visualizations, and outputs a structured dashboard layout with charts, tables, and summary widgets suitable for web or app integration.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "dashboardTitle",
+ "type": "string",
+ "description": "The title of the dashboard to be displayed prominently.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataSources",
+ "type": "array",
+ "description": "Array of objects representing data sources, each with identifiers and query details to fetch analytics data.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metrics",
+ "type": "array",
+ "description": "List of metrics to be calculated and displayed, such as total sales, user engagement, conversion rate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "widgets",
+ "type": "array",
+ "description": "Configuration of visual components like charts, tables, and summary cards including type and data binding info.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Visual theme for the dashboard UI (e.g., light, dark, corporate).",
+ "required": false,
+ "defaultValue": "light"
+ },
+ {
+ "name": "refreshInterval",
+ "type": "number",
+ "description": "Time interval in seconds for automatic data refresh on the dashboard; 0 to disable auto-refresh.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "includeFilters",
+ "type": "boolean",
+ "description": "Whether to include filter controls for users to dynamically query dashboard data.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the fully configured dashboard including layout, data bindings, and visual elements, ready for rendering or integration."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate an interactive and customizable analytics overview from multiple data sources, supporting various metrics and visualizations, to deliver insights in a user-friendly dashboard format.",
+ "limitations": "Does not perform raw data extraction or complex data cleaning; assumes input data sources are preprocessed and accessible. Does not implement rendering but provides structured layout and configuration only.",
+ "examples": [
+ "Create a sales performance dashboard showing total revenue, sales by region, and customer acquisition metrics.",
+ "Generate a user engagement dashboard with charts for daily active users and session duration.",
+ "Build a marketing campaign dashboard displaying conversion rates and ad spend with filters for date range."
+ ]
+ },
+ "tags": [
+ "dashboard",
+ "analytics",
+ "content-creation",
+ "visualization",
+ "data",
+ "metrics",
+ "business-intelligence"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dashboardTitle\":\"Sales Overview\",\"dataSources\":[{\"id\":\"ds1\",\"type\":\"database\",\"query\":\"SELECT * FROM sales_data\"}],\"metrics\":[\"totalSales\",\"salesByRegion\"],\"widgets\":[{\"type\":\"barChart\",\"metric\":\"salesByRegion\",\"title\":\"Sales by Region\"},{\"type\":\"summaryCard\",\"metric\":\"totalSales\",\"title\":\"Total Sales\"}],\"theme\":\"corporate\",\"refreshInterval\":300,\"includeFilters\":true}",
+ "description": "Create a corporate-themed sales overview dashboard with bar chart and summary card, auto-refresh every 5 minutes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Dashboard",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createAnomaly",
+ "description": "This tool accepts a dataset containing time-series or multi-dimensional metrics and applies anomaly detection algorithms to identify unusual patterns or deviations. It processes input data to highlight anomalies based on statistical thresholds, machine learning models, or user-defined criteria, and outputs a structured report listing detected anomalies with timestamps, severity scores, and contextual metadata.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "array",
+ "description": "Array of data points representing observations or metric values over time or related contexts. Each data point should be an object with timestamp and metric values.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "algorithm",
+ "type": "string",
+ "description": "The anomaly detection algorithm to apply, e.g., 'statistical', 'isolationForest', 'LSTM','seasonalHybrid'.",
+ "required": false,
+ "defaultValue": "statistical"
+ },
+ {
+ "name": "sensitivity",
+ "type": "number",
+ "description": "A number between 0 and 1 indicating how sensitive the anomaly detection should be; higher values detect more anomalies but may increase false positives.",
+ "required": false,
+ "defaultValue": "0.5"
+ },
+ {
+ "name": "timeField",
+ "type": "string",
+ "description": "The name of the field in data objects that represents the timestamp or time index for each metric record.",
+ "required": false,
+ "defaultValue": "timestamp"
+ },
+ {
+ "name": "metricsFields",
+ "type": "array",
+ "description": "List of field names in the data objects to analyze for anomalies. If empty, all numeric fields will be used.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "threshold",
+ "type": "number",
+ "description": "A specific threshold value to classify an anomaly if using statistical methods; overrides sensitivity thresholds if provided.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing an array of anomalies detected. Each anomaly includes a timestamp, the metric(s) involved, the anomaly score, and a severity level or classification."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to automatically identify irregular or unexpected patterns in metric data such as system logs, user activity, financial transactions, or sensor readings to support monitoring, alerting, or root cause analysis. It is suited for scenarios requiring scalable anomaly detection based on statistical or machine learning approaches, allowing configuration of detection sensitivity and algorithms.",
+ "limitations": "The tool requires input data to be well-structured and time-indexed. It may not perform well on highly sparse or unstructured data. Domain-specific contextual interpretation of anomalies is outside its scope. The tool does not automatically explain the cause of anomalies, only identifies them.",
+ "examples": [
+ "Detect anomalies in web server request counts to identify traffic spikes or drops.",
+ "Analyze sensor data from IoT devices for unusual readings that may indicate faults.",
+ "Scan financial transactions across multiple metrics to flag suspicious activities."
+ ]
+ },
+ "tags": [
+ "anomaly-detection",
+ "analytics",
+ "content-creation",
+ "machine-learning",
+ "time-series",
+ "monitoring"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":[{\"timestamp\":\"2024-06-01T00:00:00Z\",\"cpu\":20,\"memory\":30},{\"timestamp\":\"2024-06-01T01:00:00Z\",\"cpu\":85,\"memory\":32},{\"timestamp\":\"2024-06-01T02:00:00Z\",\"cpu\":22,\"memory\":31}],\"algorithm\":\"statistical\",\"sensitivity\":0.7,\"timeField\":\"timestamp\",\"metricsFields\":[\"cpu\"]}",
+ "description": "Detect CPU usage anomalies in hourly server metrics using default statistical method and a higher sensitivity."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Anomaly",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createSession",
+ "description": "Creates a new analytics session record based on input parameters including user ID, session start time, device info, and optional metadata. Validates inputs and returns a structured session object with a unique session ID and timestamps for tracking user activity.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "userId",
+ "type": "string",
+ "description": "Unique identifier for the user whose session is being created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startTime",
+ "type": "string",
+ "description": "ISO 8601 formatted timestamp indicating when the session started.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "deviceInfo",
+ "type": "object",
+ "description": "An object containing details about the user's device such as device type, operating system, and browser.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional additional data related to the session, such as campaign info or entry URL.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "isNewUser",
+ "type": "boolean",
+ "description": "Flag to indicate if this session belongs to a new user or returning user.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the newly created session including sessionId, userId, startTime, deviceInfo, metadata, and isNewUser flag."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create and record user interaction sessions for analytics purposes, including tracking start time, device context, and custom metadata. It's suitable for logging sessions in web or mobile applications to support analytics and activity monitoring.",
+ "limitations": "This tool only creates the session object but does not handle session updates or termination tracking. It does not store the session in a database; that requires external integration.",
+ "examples": [
+ "Create a session when a user logs in to start tracking their activity.",
+ "Log a session with device and campaign metadata on a marketing landing page visit.",
+ "Start a session for a new user with basic device info for analytics collection."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "session",
+ "analytics",
+ "user-tracking",
+ "data-collection"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"userId\":\"user_12345\",\"startTime\":\"2024-04-27T12:00:00Z\",\"deviceInfo\":{\"deviceType\":\"mobile\",\"os\":\"iOS 16\",\"browser\":\"Safari\"},\"metadata\":{\"campaign\":\"spring_sale\"},\"isNewUser\":true}",
+ "description": "Creating a session for a new iOS mobile user coming from a spring sale campaign."
+ },
+ {
+ "inputJson": "{\"userId\":\"user_67890\",\"startTime\":\"2024-04-27T15:30:00Z\"}",
+ "description": "Creating a simple session record for a returning user with minimal data."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Session",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createParagraph",
+ "description": "Generates a coherent paragraph of text based on a given topic and style. Accepts inputs like topic keywords and tone, and outputs a fully formed paragraph suitable for articles, blogs, or reports.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme the paragraph should focus on.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the paragraph, e.g., formal, casual, persuasive, informative.",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate number of sentences to generate in the paragraph.",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "Whether to include examples or illustrative details in the paragraph.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language for the generated paragraph, defaults to English.",
+ "required": false,
+ "defaultValue": "English"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated paragraph text as a string under the 'paragraph' property."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a focused paragraph of prose about a specific topic, adapting tone and length based on context for content creation tasks such as article writing, summarization, or report generation.",
+ "limitations": "The tool cannot generate highly specialized technical paragraphs requiring deep domain expertise, nor can it guarantee factual accuracy; it is best suited for general content creation and illustrative writing.",
+ "examples": [
+ "Create an informative 5-sentence paragraph about climate change.",
+ "Generate a casual paragraph about the benefits of meditation including examples.",
+ "Write a formal paragraph on data privacy in English, 7 sentences long."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "text generation",
+ "paragraph writing",
+ "creative writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"climate change\",\"tone\":\"informative\",\"length\":5,\"includeExamples\":false,\"language\":\"English\"}",
+ "description": "Generate an informative paragraph about climate change with 5 sentences."
+ },
+ {
+ "inputJson": "{\"topic\":\"benefits of meditation\",\"tone\":\"casual\",\"length\":6,\"includeExamples\":true,\"language\":\"English\"}",
+ "description": "Create a casual paragraph explaining meditation benefits with illustrative examples."
+ },
+ {
+ "inputJson": "{\"topic\":\"data privacy\",\"tone\":\"formal\",\"length\":7,\"includeExamples\":false,\"language\":\"English\"}",
+ "description": "Write a formal 7 sentence paragraph about data privacy in English."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createSentence",
+ "description": "Generates a coherent and contextually relevant sentence based on provided keywords, tone, and complexity level. Accepts keywords as an array of strings, a tone specifying the style (e.g., formal, casual), and a complexity level (simple, intermediate, advanced). Outputs a well-formed sentence incorporating the inputs.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "An array of keywords that should be included or reflected in the generated sentence.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone or style of the sentence, e.g., formal, casual, informative, persuasive.",
+ "required": false,
+ "defaultValue": "\"neutral\""
+ },
+ {
+ "name": "complexity",
+ "type": "string",
+ "description": "The complexity level of the sentence, such as simple, intermediate, or advanced vocabulary and structure.",
+ "required": false,
+ "defaultValue": "\"intermediate\""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of words allowed in the generated sentence.",
+ "required": false,
+ "defaultValue": "30"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated sentence as a string and metadata: word count and applied tone."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a single, clear, and contextually appropriate sentence based on specific keywords or desired writing style, such as for summarizing key points, writing prompts, or creative content generation.",
+ "limitations": "Cannot generate multiple sentences or paragraphs. May produce sentences that lack deep factual accuracy. Does not handle non-English languages or specialized jargon well.",
+ "examples": [
+ "Create a formal sentence including keywords 'climate change' and 'policy'.",
+ "Generate a casual sentence using keywords 'coffee' and 'morning'.",
+ "Produce a simple sentence with keywords 'dog' and 'park' and a max length of 10 words."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "sentence-generation",
+ "text",
+ "natural-language",
+ "writing",
+ "creative",
+ "AI"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"keywords\":[\"climate change\",\"policy\"],\"tone\":\"formal\",\"complexity\":\"advanced\"}",
+ "description": "Generate an advanced formal sentence containing 'climate change' and 'policy'."
+ },
+ {
+ "inputJson": "{\"keywords\":[\"coffee\",\"morning\"],\"tone\":\"casual\",\"complexity\":\"simple\"}",
+ "description": "Generate a simple casual sentence including 'coffee' and 'morning'."
+ },
+ {
+ "inputJson": "{\"keywords\":[\"dog\",\"park\"],\"maxLength\":10}",
+ "description": "Generate a sentence about 'dog' and 'park' with a maximum length of 10 words."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createWord",
+ "description": "Generates a new word based on specified linguistic properties such as length, parts of speech, or phonetic style. The tool accepts parameters defining the word's characteristics and produces either a neologism or a plausible word fitting the input criteria, useful for creative writing, branding, or language experiments.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Desired length of the generated word (number of characters). Ignored if zero or not provided.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "partOfSpeech",
+ "type": "string",
+ "description": "Target part of speech for the word (e.g., noun, verb, adjective). Optional parameter to guide generation.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "phoneticStyle",
+ "type": "string",
+ "description": "Preferred phonetic style or pattern (e.g., soft, harsh, harmonious). Helps shape word phonology, optional.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "seedWord",
+ "type": "string",
+ "description": "An optional existing word to influence or base the new word on, for inspiration or morphing.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "quantity",
+ "type": "number",
+ "description": "Number of unique words to generate in one call, from 1 to 10.",
+ "required": false,
+ "defaultValue": "1"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing a list of generated words that meet the specified criteria."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an agent needs to generate original or creative words for content such as brand names, fictional character names, or new terminology. It helps add originality and linguistic variety to digital content creation workflows.",
+ "limitations": "The tool does not guarantee that generated words exist in any language or their semantic meaning. It cannot generate full definitions or ensure words are suitable for all cultural contexts.",
+ "examples": [
+ "Generate a new brand name with 8 letters and a soft phonetic style.",
+ "Create three new adjectives related to speed.",
+ "Produce a single noun inspired by the word 'stream'."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "word-generation",
+ "creative-writing",
+ "branding",
+ "linguistics"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"length\":7,\"partOfSpeech\":\"noun\",\"phoneticStyle\":\"soft\",\"quantity\":1}",
+ "description": "Generate one soft-sounding noun of length 7."
+ },
+ {
+ "inputJson": "{\"seedWord\":\"light\",\"quantity\":3}",
+ "description": "Generate three words inspired by the seed word 'light'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createKPI",
+ "description": "Creates a customized Key Performance Indicator (KPI) definition based on specified business objectives and measurement parameters. Accepts input such as KPI name, target metrics, calculation logic, data sources, and reporting frequency, then outputs a structured KPI object that can be integrated into analytics dashboards or performance tracking systems.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "kpiName",
+ "type": "string",
+ "description": "The descriptive name of the KPI to be created (e.g., Monthly Revenue Growth)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Detailed explanation of what the KPI measures and its business relevance",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetMetric",
+ "type": "string",
+ "description": "The specific metric or data field this KPI will track (e.g., revenue, conversion rate)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "calculationFormula",
+ "type": "string",
+ "description": "The formula or logic used to calculate the KPI value from raw data (e.g., sum(revenue)/count(days))",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataSources",
+ "type": "array",
+ "description": "List of data source names or identifiers required to compute the KPI",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "reportingFrequency",
+ "type": "string",
+ "description": "How often the KPI should be updated or reported (e.g., daily, weekly, monthly)",
+ "required": true,
+ "defaultValue": "monthly"
+ },
+ {
+ "name": "thresholds",
+ "type": "object",
+ "description": "Optional performance thresholds defining success, warning, and failure levels (e.g., {\"success\":90,\"warning\":75})",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "owner",
+ "type": "string",
+ "description": "Person or team responsible for the KPI monitoring and actions",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured KPI object containing all defined attributes, ready for storage or integration into analytics platforms"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to formalize and create well-defined KPIs for monitoring performance against business objectives. It is ideal for generating standardized KPI definitions from user inputs to ensure consistent analytics and reporting setup.",
+ "limitations": "This tool does not collect or process raw performance data; it only creates the KPI definition structure. The calculation formula should be validated externally for correctness.",
+ "examples": [
+ "Create a KPI tracking the weekly active users with a formula counting unique user IDs per week and monthly reporting.",
+ "Define a sales conversion rate KPI using the ratio of completed purchases to total visits updated daily.",
+ "Generate a KPI to measure customer satisfaction using survey score averages with quarterly reporting."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "analytics",
+ "KPI",
+ "performance-metrics",
+ "business-intelligence",
+ "data-analytics",
+ "reporting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"kpiName\":\"Monthly Revenue Growth\",\"description\":\"Measures the percentage increase in revenue compared to the previous month.\",\"targetMetric\":\"revenue\",\"calculationFormula\":\"(current_month_revenue - previous_month_revenue) / previous_month_revenue * 100\",\"dataSources\":[\"salesDatabase\"],\"reportingFrequency\":\"monthly\",\"thresholds\":{\"success\":10,\"warning\":5},\"owner\":\"finance-team\"}",
+ "description": "Create a monthly revenue growth KPI with success and warning thresholds."
+ },
+ {
+ "inputJson": "{\"kpiName\":\"Weekly Active Users\",\"targetMetric\":\"activeUsers\",\"calculationFormula\":\"count(distinct userId) per week\",\"dataSources\":[\"userActivityLogs\"],\"reportingFrequency\":\"weekly\"}",
+ "description": "Define a weekly active users KPI based on unique user count."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "KPI",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createDatabase",
+ "description": "Creates a new database schema definition for content management systems. Accepts parameters such as database type, schema name, and table definitions including fields and data types. Processes these inputs to generate a JSON-structured database schema template suitable for integration with content creation platforms or CMS backends.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "databaseType",
+ "type": "string",
+ "description": "Type of the database to create schema for, e.g., SQL, NoSQL",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "schemaName",
+ "type": "string",
+ "description": "Name of the database schema or project",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tables",
+ "type": "array",
+ "description": "Array of table definitions, each with name, fields (name and data type), and optional indexes",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTimestamps",
+ "type": "boolean",
+ "description": "Whether to include standard created_at and updated_at timestamp fields in each table",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "primaryKeyType",
+ "type": "string",
+ "description": "Data type for primary keys in tables, e.g., integer, UUID",
+ "required": false,
+ "defaultValue": "integer"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated database schema as a JSON string and metadata about the schema such as total tables and example table definitions"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to design or scaffold a database schema for a content management system or digital content platform, based on user specifications about structure and data types. It helps automate the initial creation of structured, consistent database definitions, streamlining backend content infrastructure setup.",
+ "limitations": "This tool generates schema definitions but does not create the actual physical databases or manage migrations. It also does not perform data validation rules beyond basic types.",
+ "examples": [
+ "Create a database schema with tables for articles, authors, and categories including respective fields.",
+ "Generate a NoSQL database schema suitable for a content platform tracking posts and user metadata.",
+ "Produce a SQL schema with UUID primary keys and timestamp fields included for all tables."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "database",
+ "schema generation",
+ "CMS",
+ "infrastructure",
+ "backend"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"databaseType\":\"SQL\",\"schemaName\":\"ContentManagement\",\"tables\":[{\"name\":\"Articles\",\"fields\":[{\"name\":\"id\",\"type\":\"integer\"},{\"name\":\"title\",\"type\":\"string\"},{\"name\":\"content\",\"type\":\"text\"},{\"name\":\"authorId\",\"type\":\"integer\"}]},{\"name\":\"Authors\",\"fields\":[{\"name\":\"id\",\"type\":\"integer\"},{\"name\":\"name\",\"type\":\"string\"},{\"name\":\"email\",\"type\":\"string\"}]}],\"includeTimestamps\":true,\"primaryKeyType\":\"integer\"}",
+ "description": "Create a SQL database schema named ContentManagement with Articles and Authors tables, including timestamp fields and integer primary keys."
+ },
+ {
+ "inputJson": "{\"databaseType\":\"NoSQL\",\"schemaName\":\"BlogPlatform\",\"tables\":[{\"name\":\"Posts\",\"fields\":[{\"name\":\"_id\",\"type\":\"UUID\"},{\"name\":\"title\",\"type\":\"string\"},{\"name\":\"body\",\"type\":\"string\"},{\"name\":\"tags\",\"type\":\"array\"}]},{\"name\":\"Users\",\"fields\":[{\"name\":\"_id\",\"type\":\"UUID\"},{\"name\":\"username\",\"type\":\"string\"}]}],\"includeTimestamps\":false,\"primaryKeyType\":\"UUID\"}",
+ "description": "Generate a NoSQL schema named BlogPlatform with Posts and Users collections using UUIDs as primary keys and no timestamp fields."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Database",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createQueue",
+ "description": "Creates a managed message queue for content creation workflows. Accepts parameters defining queue name, type (e.g., FIFO or standard), visibility timeout, and optional metadata. Returns a queue object with a unique identifier and configuration details to enable buffering, ordering, and asynchronous processing of content creation tasks.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "queueName",
+ "type": "string",
+ "description": "The unique name for the queue to be created, used to identify it in the system.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "queueType",
+ "type": "string",
+ "description": "The type of queue to create; options include 'FIFO' for ordered processing or 'Standard' for best-effort ordering.",
+ "required": true,
+ "defaultValue": "Standard"
+ },
+ {
+ "name": "visibilityTimeout",
+ "type": "number",
+ "description": "The duration (in seconds) that a message received from the queue will be invisible to other consumers while being processed.",
+ "required": false,
+ "defaultValue": "30"
+ },
+ {
+ "name": "maxMessageSize",
+ "type": "number",
+ "description": "Maximum size (in bytes) of a message allowed in the queue.",
+ "required": false,
+ "defaultValue": "262144"
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional key-value pairs to attach metadata or tags to the queue for organizational purposes.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing queueId, queueName, queueType, creationTimestamp, visibilityTimeout, maxMessageSize, and any metadata provided."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI system needs to setup a dedicated message queue to manage asynchronous tasks or events related to content creation processes such as rendering, publishing, or moderation. It is suitable for orchestrating content workflows requiring reliability, ordering, and scalable throughput.",
+ "limitations": "This tool does not handle message publishing or consumption within the queue — it only sets up and configures the queue itself. It cannot manage queue monitoring or scaling dynamically.",
+ "examples": [
+ "Create a FIFO queue named 'ContentRenderQueue' with a visibility timeout of 60 seconds.",
+ "Set up a standard queue with a 256KB message size limit named 'PublishingTasks'.",
+ "Create a queue with custom metadata tags for department 'marketing' and project 'summer_campaign'."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "queue",
+ "infrastructure",
+ "message-queue",
+ "async-processing",
+ "workflow-management"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"queueName\":\"ContentRenderQueue\",\"queueType\":\"FIFO\",\"visibilityTimeout\":60}",
+ "description": "Creates a FIFO queue named ContentRenderQueue with a 60 seconds visibility timeout."
+ },
+ {
+ "inputJson": "{\"queueName\":\"PublishingTasks\",\"queueType\":\"Standard\",\"maxMessageSize\":131072}",
+ "description": "Creates a standard type queue with max message size of 128KB named PublishingTasks."
+ },
+ {
+ "inputJson": "{\"queueName\":\"MarketingQueue\",\"queueType\":\"Standard\",\"metadata\":{\"department\":\"marketing\",\"project\":\"summer_campaign\"}}",
+ "description": "Creates a standard queue with metadata tags for organizational purposes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Queue",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createCache",
+ "description": "Creates and manages an in-memory or persistent cache for digital content to speed up retrieval and reduce redundant processing. Accepts configuration parameters defining cache type, size limits, eviction policy, and optional persistence options. Returns a cache instance identifier and status indicating readiness.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "cacheName",
+ "type": "string",
+ "description": "Unique name identifier for the cache instance to create.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "cacheType",
+ "type": "string",
+ "description": "Type of cache to create, e.g., 'memory' for in-memory cache or 'disk' for persistent cache storage.",
+ "required": true,
+ "defaultValue": "memory"
+ },
+ {
+ "name": "maxSize",
+ "type": "number",
+ "description": "Maximum size of the cache in megabytes to limit memory or disk usage.",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "evictionPolicy",
+ "type": "string",
+ "description": "Cache eviction policy to use when the max size is reached, such as 'LRU' (Least Recently Used), 'FIFO' (First In First Out), or 'LFU' (Least Frequently Used).",
+ "required": false,
+ "defaultValue": "LRU"
+ },
+ {
+ "name": "persistencePath",
+ "type": "string",
+ "description": "File system path to store cache data if cacheType is 'disk'. Ignored otherwise.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "defaultTTL",
+ "type": "number",
+ "description": "Default time-to-live for cached items in seconds. Items expire and are removed after this time unless refreshed.",
+ "required": false,
+ "defaultValue": "3600"
+ },
+ {
+ "name": "enableCompression",
+ "type": "boolean",
+ "description": "Option to enable compression of cached content to reduce storage size at the cost of additional CPU usage.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the created cache's unique identifier and a status message confirming cache creation and configuration."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to establish a cache layer to improve performance in digital content generation or delivery pipelines. Typical scenarios include caching generated images, text snippets, or other frequently requested data to reduce recomputation or repeated fetches from slower storage.",
+ "limitations": "This tool does not handle distributed cache synchronization or multi-node cluster cache consistency. It also does not directly manage cache retrieval; it only creates and configures the cache instance.",
+ "examples": [
+ "Create a memory cache named 'imageCache' with max size 200MB and LRU eviction.",
+ "Create a persistent disk cache 'contentCache' stored at '/var/cache/content' with compression enabled.",
+ "Create a small 50MB cache for ephemeral data with a short TTL of 300 seconds."
+ ]
+ },
+ "tags": [
+ "cache",
+ "content-creation",
+ "performance",
+ "infrastructure",
+ "memory",
+ "disk",
+ "eviction",
+ "compression"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"cacheName\":\"imageCache\",\"cacheType\":\"memory\",\"maxSize\":200,\"evictionPolicy\":\"LRU\",\"defaultTTL\":3600}",
+ "description": "Create a memory cache named 'imageCache' with 200MB max size and LRU eviction policy."
+ },
+ {
+ "inputJson": "{\"cacheName\":\"contentCache\",\"cacheType\":\"disk\",\"maxSize\":500,\"evictionPolicy\":\"FIFO\",\"persistencePath\":\"/var/cache/content\",\"enableCompression\":true}",
+ "description": "Create a persistent disk cache called 'contentCache' at the specified path with FIFO eviction and compression enabled."
+ },
+ {
+ "inputJson": "{\"cacheName\":\"tempCache\",\"cacheType\":\"memory\",\"maxSize\":50,\"defaultTTL\":300}",
+ "description": "Create a small, short-lived memory cache for ephemeral data with 50MB size and 5 minutes TTL."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Cache",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createMetric",
+ "description": "Generates a customized analytic metric definition based on input parameters such as metric name, formula, description, data sources, and aggregation method. Processes these inputs to create a structured metric object usable in content analytics platforms for tracking and reporting purposes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "metricName",
+ "type": "string",
+ "description": "The unique name identifier for the metric to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formula",
+ "type": "string",
+ "description": "The calculation formula or expression defining how the metric value is computed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A human-readable explanation of what the metric measures and its significance.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataSources",
+ "type": "array",
+ "description": "List of data source identifiers used by this metric for calculation.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "aggregationMethod",
+ "type": "string",
+ "description": "The aggregation method applied to raw data (e.g., sum, average, count).",
+ "required": false,
+ "defaultValue": "sum"
+ },
+ {
+ "name": "timeFrame",
+ "type": "string",
+ "description": "The time interval over which the metric is calculated or aggregated, e.g., daily, weekly.",
+ "required": false,
+ "defaultValue": "daily"
+ },
+ {
+ "name": "filters",
+ "type": "object",
+ "description": "Optional filtering parameters defining subset of data used for metric calculation.",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured JSON object representing the metric definition including name, formula, description, sources, aggregation, timeframe, and filters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to define new analytic metrics for digital content performance measurement, for example, to track user engagement, conversion rates, or custom KPIs based on multiple data sources and aggregation rules.",
+ "limitations": "Cannot calculate or fetch real-time metric values; only generates metric definitions. The tool requires valid formula syntax and compatible data source identifiers to produce usable metrics.",
+ "examples": [
+ "Create a metric named 'AvgSessionDuration' with a formula calculating average session time from session logs, aggregated daily.",
+ "Define a custom conversion rate metric combining page views and signups data sources with a count aggregation.",
+ "Generate a metric measuring 'ContentShares' filtered by social media channels for weekly reporting."
+ ]
+ },
+ "tags": [
+ "analytics",
+ "metrics",
+ "content-creation",
+ "data-aggregation",
+ "performance-tracking"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"metricName\":\"UserEngagementScore\",\"formula\":\"(likes + comments + shares) / views\",\"description\":\"Engagement score representing user interactions per content view.\",\"dataSources\":[\"likesDB\",\"commentsDB\",\"sharesDB\",\"viewsDB\"],\"aggregationMethod\":\"sum\",\"timeFrame\":\"daily\",\"filters\":{}}",
+ "description": "Create a daily engagement score metric summing likes, comments, and shares normalized by views."
+ },
+ {
+ "inputJson": "{\"metricName\":\"WeeklyConversionRate\",\"formula\":\"conversions / visits\",\"description\":\"Rate of conversions per visit over a week.\",\"dataSources\":[\"conversionDB\",\"visitDB\"],\"aggregationMethod\":\"average\",\"timeFrame\":\"weekly\",\"filters\":{\"region\":\"NA\"}}",
+ "description": "Define a weekly average conversion rate metric filtered for North American region."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Metric",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createCluster",
+ "description": "This tool accepts configuration parameters to create and initialize a computing cluster tailored for content creation workflows. It processes inputs like cluster size, node specifications, software environment, and access settings to set up a scalable infrastructure cluster. The output confirms cluster creation status and provides connection details and resource summaries.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "clusterName",
+ "type": "string",
+ "description": "Unique name identifier for the cluster to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "nodeCount",
+ "type": "number",
+ "description": "Number of nodes to include in the cluster, determining its size and capacity.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "nodeType",
+ "type": "string",
+ "description": "Specification of node hardware or virtual machine type, defining compute and memory resources per node.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "softwareStack",
+ "type": "array",
+ "description": "List of software packages or environments to install on each cluster node relevant for content creation tasks.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "autoScalingEnabled",
+ "type": "boolean",
+ "description": "Whether to enable automatic scaling of cluster nodes based on workload demand.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "region",
+ "type": "string",
+ "description": "Geographic region where the cluster will be provisioned to optimize latency and compliance.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "accessControl",
+ "type": "object",
+ "description": "Defines users or groups with access permissions and their permission levels for managing the cluster.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "networkSettings",
+ "type": "object",
+ "description": "Network configuration details such as VPC, subnets, and firewall rules for the cluster.",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a clusterStatus object including clusterId, creationTimestamp, connectionEndpoints, nodeDetails array, and overall status message confirming the creation outcome."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to provision a dedicated computing cluster for content creation workloads, such as rendering farms, video processing clusters, or collaborative media editing environments. It helps automate infrastructure setup with specified configurations.",
+ "limitations": "Does not manage ongoing cluster monitoring or advanced orchestration beyond initial creation. It cannot modify clusters once created or handle integration with external resource managers.",
+ "examples": [
+ "Create a scalable render farm with 10 GPU nodes in US-West region.",
+ "Set up a small content creation cluster with predefined software for video editing and storage access.",
+ "Provision a development cluster with auto-scaling enabled in Europe region for collaborative media workflows."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "cluster",
+ "infrastructure",
+ "provisioning",
+ "automation",
+ "media",
+ "rendering",
+ "scalable"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"clusterName\":\"mediaRenderFarm\",\"nodeCount\":10,\"nodeType\":\"gpu-optimized\",\"softwareStack\":[\"ffmpeg\",\"blender\"],\"autoScalingEnabled\":true,\"region\":\"us-west\",\"accessControl\":{\"admin\":\"full\"},\"networkSettings\":{\"vpcId\":\"vpc-123\",\"subnets\":[\"subnet-1\",\"subnet-2\"]}}",
+ "description": "Create a GPU-optimized render farm cluster with auto-scaling in the US-West region configured for media rendering."
+ },
+ {
+ "inputJson": "{\"clusterName\":\"videoEditCluster\",\"nodeCount\":3,\"nodeType\":\"standard\",\"softwareStack\":[\"adobe-premiere\",\"davinci-resolve\"],\"autoScalingEnabled\":false,\"region\":\"eu-central\"}",
+ "description": "Set up a small content creation cluster for video editing software in the EU-Central region without auto-scaling."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Cluster",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createContainer",
+ "description": "Creates a digital content container that serves as a structured workspace or repository for organizing related media and documents. Accepts parameters defining container type, access controls, metadata tags, and initial contents, then provisions a container with corresponding storage and metadata for use in content workflows.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "containerType",
+ "type": "string",
+ "description": "Specifies the type of container to create, such as 'folder', 'album', or 'project'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "name",
+ "type": "string",
+ "description": "The display name for the container.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Optional descriptive text explaining the container’s purpose.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tags",
+ "type": "array",
+ "description": "Array of strings for categorizing or labeling the container for search and filtering.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "accessControl",
+ "type": "object",
+ "description": "Defines access permissions as an object specifying roles or users with read/write rights.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "initialContents",
+ "type": "array",
+ "description": "Optional array of identifiers or URLs for initial media or documents to include in the container.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the unique container ID, type, name, creation timestamp, and access control summary."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create a dedicated and organized container to store or manage digital content such as images, documents, or mixed media for projects or workflows. It suits scenarios requiring structured grouping with metadata and access permissions.",
+ "limitations": "Does not handle content editing or manipulation within the container; only creates and configures the container infrastructure.",
+ "examples": [
+ "Create a photo album container named 'Summer Vacation 2024' with tags 'travel','photos' and read access for user group 'friends'.",
+ "Set up a project folder container called 'Q3 Marketing' with description and access limited to the marketing team.",
+ "Create a generic container of type 'folder' named 'Archive' without initial contents and default access permissions."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "container",
+ "organization",
+ "media-management",
+ "access-control",
+ "metadata"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"containerType\":\"album\",\"name\":\"Summer Vacation 2024\",\"description\":\"Photos from the summer trip\",\"tags\":[\"travel\",\"photos\"],\"accessControl\":{\"read\":[\"group:friends\"],\"write\":[\"user:owner\"]},\"initialContents\":[\"img12345\",\"img67890\"]}",
+ "description": "Create a photo album container with specific tags and access controls, preloaded with two images."
+ },
+ {
+ "inputJson": "{\"containerType\":\"folder\",\"name\":\"Q3 Marketing\",\"description\":\"Marketing materials for Q3\",\"tags\":[\"project\",\"Q3\"],\"accessControl\":{\"read\":[\"group:marketing\"],\"write\":[\"group:marketing\"]},\"initialContents\":[]}",
+ "description": "Create a project folder container restricted to the marketing team for collaboration."
+ },
+ {
+ "inputJson": "{\"containerType\":\"folder\",\"name\":\"Archive\",\"tags\":[],\"accessControl\":{},\"initialContents\":[]}",
+ "description": "Create a generic folder container named Archive with default access and no initial contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Container",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createService",
+ "description": "Creates a new content creation service instance with specified configurations, such as service name, type (e.g., blog, video, podcast), target platform, and access permissions. It processes inputs to provision the service infrastructure and returns service details including endpoints and credentials.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "serviceName",
+ "type": "string",
+ "description": "The unique name identifier for the content creation service to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "serviceType",
+ "type": "string",
+ "description": "The type of content service to create, e.g., blog, videoChannel, podcast.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetPlatform",
+ "type": "string",
+ "description": "The platform where the content service will be deployed or integrated, e.g., YouTube, WordPress.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "accessPermissions",
+ "type": "object",
+ "description": "Object defining user roles and permissions for access control within the service.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "storageSizeGB",
+ "type": "number",
+ "description": "The allocated storage size in gigabytes for the service content.",
+ "required": false,
+ "defaultValue": "10"
+ },
+ {
+ "name": "enableAnalytics",
+ "type": "boolean",
+ "description": "Flag to enable or disable built-in analytics tracking for the content service.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with serviceId, serviceName, serviceType, endpoints, credentials, and status indicating the provisioning result."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to programmatically create and configure a new digital content creation service infrastructure, including setting roles, storage, and platform integration details. Ideal for automating setup in content management workflows.",
+ "limitations": "This tool cannot generate or upload actual content, nor manage ongoing service operations beyond initial creation and configuration.",
+ "examples": [
+ "Create a new video content channel service named 'TechReviews' targeting YouTube with default permissions.",
+ "Set up a podcast service called 'DailyNews' with specific access permissions and 50GB storage.",
+ "Provision a blogging service for WordPress platform with analytics disabled."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "service-provisioning",
+ "automation",
+ "infrastructure",
+ "media",
+ "platform-integration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"serviceName\":\"TechReviews\",\"serviceType\":\"videoChannel\",\"targetPlatform\":\"YouTube\",\"accessPermissions\":{\"admin\":[\"user1\"],\"editor\":[\"user2\",\"user3\"]},\"storageSizeGB\":20,\"enableAnalytics\":true}",
+ "description": "Creates a YouTube video channel service named TechReviews with specific admin and editor permissions, 20GB storage and analytics enabled."
+ },
+ {
+ "inputJson": "{\"serviceName\":\"DailyNews\",\"serviceType\":\"podcast\",\"accessPermissions\":{\"admin\":[\"hostUser\"]},\"storageSizeGB\":50,\"enableAnalytics\":true}",
+ "description": "Sets up a podcast content creation service called DailyNews with 50GB storage, admin access for hostUser, and analytics enabled."
+ },
+ {
+ "inputJson": "{\"serviceName\":\"FoodBlog\",\"serviceType\":\"blog\",\"targetPlatform\":\"WordPress\",\"enableAnalytics\":false}",
+ "description": "Creates a WordPress blog service named FoodBlog with default storage size and analytics disabled."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Service",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createInstance",
+ "description": "Creates a new digital content instance (e.g., blog post, article, page) by accepting metadata and content input. Processes the data to initialize a structured instance with tags and status, returning the created instance's ID and summary for management or publishing workflows.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title of the content instance to be created, representing the main heading or identifier.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contentBody",
+ "type": "string",
+ "description": "The main textual or markup content of the instance, containing the detailed information or narrative.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Name or identifier of the author or creator of the instance.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tags",
+ "type": "array",
+ "description": "List of tags or keywords associated with the content for categorization and search optimization.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "status",
+ "type": "string",
+ "description": "Current state of the instance such as 'draft', 'published', or 'archived'.",
+ "required": false,
+ "defaultValue": "\"draft\""
+ },
+ {
+ "name": "publishDate",
+ "type": "string",
+ "description": "Optional ISO 8601 date string indicating when the content should be or was published.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing unique instance ID, summary info including title, creation timestamp, author, tags, and current status of the created instance."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate or initialize a new digital content object within a content management or creation workflow, accepting basic metadata and body text to produce a managed instance ready for editing, tagging, or publishing.",
+ "limitations": "This tool does not itself perform content editing, formatting beyond plain input acceptance, or publishing automation; it only creates an instance with provided input data.",
+ "examples": [
+ "Create a new blog post instance titled 'Introduction to AI' with specified content and author.",
+ "Initialize a content page with tags for categorization and mark it as draft.",
+ "Generate a news article instance scheduled for future publication date."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "instance",
+ "creation",
+ "cms",
+ "digital-content",
+ "metadata"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Welcome to Our Platform\",\"contentBody\":\"This is the first page content.\",\"author\":\"Alice\",\"tags\":[\"welcome\",\"homepage\"],\"status\":\"draft\",\"publishDate\":\"\"}",
+ "description": "Create a draft homepage content instance authored by Alice with welcome tags."
+ },
+ {
+ "inputJson": "{\"title\":\"Deep Learning Basics\",\"contentBody\":\"Deep learning is a subset of ML...\",\"author\":\"Bob\",\"tags\":[\"AI\",\"machine learning\"],\"status\":\"published\",\"publishDate\":\"2024-06-01T08:00:00Z\"}",
+ "description": "Create a published article instance with tags and scheduled publish date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Instance",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createServer",
+ "description": "Creates and configures a virtual server instance based on specified parameters such as server type, operating system, and resource allocations. Accepts settings like CPU count, RAM size, storage, and network config, then provisions the server and returns its access details and status.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "serverType",
+ "type": "string",
+ "description": "Type of server to create, e.g., web, database, application (defines preset settings).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "operatingSystem",
+ "type": "string",
+ "description": "Operating system image to install on the server, e.g., Ubuntu 22.04, CentOS 8.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "cpuCores",
+ "type": "number",
+ "description": "Number of CPU cores allocated to the server.",
+ "required": true,
+ "defaultValue": "2"
+ },
+ {
+ "name": "ramGB",
+ "type": "number",
+ "description": "Amount of RAM in gigabytes allocated to the server.",
+ "required": true,
+ "defaultValue": "4"
+ },
+ {
+ "name": "storageGB",
+ "type": "number",
+ "description": "Disk storage size in gigabytes attached to the server.",
+ "required": true,
+ "defaultValue": "50"
+ },
+ {
+ "name": "networkConfig",
+ "type": "object",
+ "description": "Network configuration settings including firewall rules and public IP assignment.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "autoStart",
+ "type": "boolean",
+ "description": "Whether to start the server automatically after creation.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the server ID, IP address, access credentials, status, and creation timestamp."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to programmatically generate a new virtual server with specified resources and software environment for hosting or testing content dynamically. It automates infrastructure provisioning for content-related workflows.",
+ "limitations": "Does not configure application-level software or deploy content beyond OS and basic roles. Does not manage scaling or lifecycle beyond initial creation.",
+ "examples": [
+ "Create a Linux-based web server with 4 CPU cores and 8GB RAM.",
+ "Provision a database server with CentOS, 2 CPUs, and 16GB RAM.",
+ "Create a development server with Ubuntu and 100GB storage that starts automatically."
+ ]
+ },
+ "tags": [
+ "server",
+ "virtual-machine",
+ "provisioning",
+ "cloud",
+ "infrastructure",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"serverType\":\"web\",\"operatingSystem\":\"Ubuntu 22.04\",\"cpuCores\":4,\"ramGB\":8,\"storageGB\":100,\"networkConfig\":{\"publicIP\":true,\"firewallRules\":[{\"port\":80,\"protocol\":\"tcp\"}]}},",
+ "description": "Creates a web server running Ubuntu with 4 CPUs, 8GB RAM, 100GB disk, public IP and port 80 open."
+ },
+ {
+ "inputJson": "{\"serverType\":\"database\",\"operatingSystem\":\"CentOS 8\",\"cpuCores\":2,\"ramGB\":16,\"storageGB\":200,\"autoStart\":false}",
+ "description": "Provisions a database server with CentOS, 2 CPU cores, 16GB RAM, 200GB storage, set to not start automatically."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Server",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createMention",
+ "description": "This tool generates a formatted mention string for a user or entity to be embedded in digital content such as messages, posts, or comments. It accepts the mention target's type (user, group, or role), identifier, and optional display name, then outputs a standardized mention string or object suitable for platforms supporting mentions.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "mentionType",
+ "type": "string",
+ "description": "Type of the mention target, e.g., 'user', 'group', or 'role'",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "identifier",
+ "type": "string",
+ "description": "Unique identifier for the mention target, such as user ID or group ID",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "displayName",
+ "type": "string",
+ "description": "Optional name to display instead of default when mentioning",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "platform",
+ "type": "string",
+ "description": "Target platform to format the mention for (e.g., 'Slack', 'Discord', 'MicrosoftTeams')",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "asObject",
+ "type": "boolean",
+ "description": "Whether to return the mention as a structured object rather than a formatted string",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted mention string or structured mention object depending on parameters"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating or composing digital content that requires mentioning users, groups, or roles dynamically within messaging platforms or collaborative tools, ensuring proper mention formatting for the target platform.",
+ "limitations": "Cannot verify if the identifier is valid or if the target entity exists on the platform; does not send or post the mention but only generates the mention format.",
+ "examples": [
+ "Create a mention string for user with ID 'U123456' in Slack.",
+ "Generate a mention object for a group with ID 'G98765' to embed in Microsoft Teams message.",
+ "Produce a display name mention for role 'Admin' on Discord."
+ ]
+ },
+ "tags": [
+ "content",
+ "mention",
+ "communication",
+ "platform-formatting",
+ "digital-content"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"mentionType\":\"user\",\"identifier\":\"U123456\",\"displayName\":\"Alice\",\"platform\":\"Slack\",\"asObject\":false}",
+ "description": "Generate a Slack-formatted mention string for user Alice with ID U123456."
+ },
+ {
+ "inputJson": "{\"mentionType\":\"group\",\"identifier\":\"G98765\",\"platform\":\"MicrosoftTeams\",\"asObject\":true}",
+ "description": "Generate a Microsoft Teams mention object for a group with ID G98765."
+ },
+ {
+ "inputJson": "{\"mentionType\":\"role\",\"identifier\":\"Admin\",\"displayName\":\"Administrator\",\"platform\":\"Discord\",\"asObject\":false}",
+ "description": "Generate a Discord mention string for role Admin with a display name."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Mention",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createThread",
+ "description": "Creates a new communication thread for digital interactions such as forums, chat rooms, or discussion boards. Accepts inputs including a title, initial message content, creator information, and optional tags. Processes this information to initialize and return a thread object with a unique thread ID, timestamps, and metadata.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title or subject of the thread to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "initialMessage",
+ "type": "string",
+ "description": "The content of the first message initiating the thread.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "creatorId",
+ "type": "string",
+ "description": "Identifier for the user creating the thread (e.g., username or user ID).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tags",
+ "type": "array",
+ "description": "An array of tags or keywords to categorize or label the thread.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "isPrivate",
+ "type": "boolean",
+ "description": "Whether the thread is private (true) or public (false).",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the created thread, including a unique threadId (string), title (string), creatorId (string), createdAt timestamp (ISO string), initialMessage (string), tags (array of strings), and privacy status (boolean)."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to start a new communication or discussion context, such as initiating a forum topic, creating a new chat thread, or opening a conversation channel. It's useful for organizing messages under a cohesive subject and enabling subsequent user interactions within that thread.",
+ "limitations": "This tool does not handle posting subsequent messages in the thread or managing user permissions beyond the initial privacy flag. It also does not support multimedia content or rich formatting in the initial message.",
+ "examples": [
+ "Create a new forum thread titled \"Project Launch Updates\" with an initial welcome message, tagged with \"project\" and \"updates\".",
+ "Start a private chat thread for a support ticket with the user ID and the issue description as the first message.",
+ "Initiate a public discussion thread titled \"Book Club April Reads\" with a short introduction message."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "communication",
+ "thread management",
+ "discussion",
+ "forum",
+ "chat"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Project Launch Updates\",\"initialMessage\":\"Welcome to the project launch discussion! Share your updates here.\",\"creatorId\":\"user123\",\"tags\":[\"project\",\"updates\"],\"isPrivate\":false}",
+ "description": "Creating a public discussion thread for project updates."
+ },
+ {
+ "inputJson": "{\"title\":\"Support Ticket 5542\",\"initialMessage\":\"User reports an issue with login.\",\"creatorId\":\"supportAgent7\",\"tags\":[],\"isPrivate\":true}",
+ "description": "Creating a private support chat thread for a ticket."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Thread",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createReply",
+ "description": "Generates a contextually relevant and coherent reply message based on an input prompt or conversation history. Accepts a string or array of message objects representing previous dialogue, processes natural language understanding and generation, and outputs a structured reply text suitable for communication applications.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "conversationHistory",
+ "type": "array",
+ "description": "Array of message objects representing previous messages in the conversation, each with sender and content, to provide context for generating the reply.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "replyTone",
+ "type": "string",
+ "description": "Desired tone or style of the reply, such as formal, casual, friendly, or professional, to tailor the response accordingly.",
+ "required": false,
+ "defaultValue": "\"neutral\""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for the reply to keep responses concise and within limits.",
+ "required": false,
+ "defaultValue": "500"
+ },
+ {
+ "name": "includeReferences",
+ "type": "boolean",
+ "description": "Flag indicating whether to include references or citations in the reply if applicable.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated reply text that is contextually relevant and appropriately styled based on given parameters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate natural language replies in conversation or messaging systems that require coherent, context-aware responses. It helps automate and assist in communication by producing text replies based on prior messages and desired tone.",
+ "limitations": "Cannot guarantee perfect factual accuracy or domain-specific expert knowledge; may produce plausible but incorrect information. Not suitable for highly sensitive or legal communications without review.",
+ "examples": [
+ "Generate a friendly reply to this customer message about a delayed order.",
+ "Create a concise professional email response summarizing the project update.",
+ "Provide a casual text message reply continuing the ongoing chat conversation."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "reply-generation",
+ "natural-language-processing",
+ "communication",
+ "chatbot",
+ "dialogue",
+ "response"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"conversationHistory\":[{\"sender\":\"user\",\"content\":\"Hi, can you update me on the status of my order?\"}],\"replyTone\":\"friendly\",\"maxLength\":200,\"includeReferences\":false}",
+ "description": "Generate a friendly reply to a customer's query about order status."
+ },
+ {
+ "inputJson": "{\"conversationHistory\":[{\"sender\":\"client\",\"content\":\"Could you please send the final report by tomorrow?\"}],\"replyTone\":\"professional\",\"maxLength\":300,\"includeReferences\":true}",
+ "description": "Create a professional, formal response promising delivery of a report by the requested deadline."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createComment",
+ "description": "Generates a coherent and contextually relevant comment based on provided content and optional tone and length preferences. Accepts a text input or URL reference, analyzes the content, and produces a suitable comment string for use in discussions, reviews, or social media.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "contentText",
+ "type": "string",
+ "description": "The main text content the comment should relate to or respond to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contentUrl",
+ "type": "string",
+ "description": "Optional URL of the content source for context; if provided, the tool may fetch or consider this additional information.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Desired tone of the comment such as friendly, professional, casual, or critical.",
+ "required": false,
+ "defaultValue": "friendly"
+ },
+ {
+ "name": "length",
+ "type": "string",
+ "description": "Preferred length of the comment; valid options are short, medium, and long.",
+ "required": false,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "includeQuestion",
+ "type": "boolean",
+ "description": "Whether to include a question in the comment to encourage engagement.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated comment text suitable for posting or further processing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate natural language comments related to given content, such as for social media posts, article discussions, or review replies. It aids in producing human-like, context-aware commentary that aligns with the specified tone and length preferences.",
+ "limitations": "The tool cannot verify real-time external content or guarantee factual correctness. It assumes content relevance based on input text and may not handle ambiguous or incomplete contexts well.",
+ "examples": [
+ "Generate a friendly, medium-length comment responding to a product review text.",
+ "Create a short, casual comment that encourages discussion about a blog post.",
+ "Make a professional, long comment including a question based on the summary of an article."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "comment-generation",
+ "social-media",
+ "natural-language",
+ "engagement"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contentText\":\"I recently tried the new smartphone model and found its battery life disappointing.\",\"tone\":\"critical\",\"length\":\"medium\",\"includeQuestion\":true}",
+ "description": "Generate a critical comment of medium length that includes a question responding to user feedback about a smartphone battery."
+ },
+ {
+ "inputJson": "{\"contentText\":\"Check out my latest blog post about sustainable gardening techniques.\",\"tone\":\"friendly\",\"length\":\"short\",\"includeQuestion\":false}",
+ "description": "Create a short and friendly comment to promote engagement on a blog post about gardening."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Comment",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createNotification",
+ "description": "Creates a structured notification message based on input parameters such as title, message body, notification type, and target audience. Processes these inputs to format a consistent notification object that can be used for sending in-app alerts, emails, or push notifications.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The headline or title of the notification, briefly summarizing its purpose.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messageBody",
+ "type": "string",
+ "description": "Detailed content of the notification providing the main information to the recipient.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "notificationType",
+ "type": "string",
+ "description": "Category of notification (e.g., info, warning, success, error) to specify its intent and appearance.",
+ "required": true,
+ "defaultValue": "info"
+ },
+ {
+ "name": "targetAudience",
+ "type": "array",
+ "description": "List of recipient identifiers (user IDs, roles, or groups) for whom this notification is intended.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "channel",
+ "type": "string",
+ "description": "Delivery method for the notification such as email, push, or in-app. Defaults to in-app.",
+ "required": false,
+ "defaultValue": "in-app"
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Defines the urgency level of the notification (e.g., low, normal, high).",
+ "required": false,
+ "defaultValue": "normal"
+ },
+ {
+ "name": "sendTime",
+ "type": "string",
+ "description": "Optional ISO 8601 timestamp when the notification should be sent; if omitted, send immediately.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the finalized notification with metadata including ID, formatted content, target audience, channel, priority, and scheduled send time."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate user-facing notifications from dynamic content or system events, ensuring consistent structure and delivery information for different channels and audiences. It is ideal for creating alerts, reminders, or informational messages in apps or platforms.",
+ "limitations": "This tool does not handle the actual sending of notifications, user preferences management, or real-time delivery tracking.",
+ "examples": [
+ "Create a warning notification about upcoming maintenance targeted to admin users via email.",
+ "Generate a promotional in-app notification to all users highlighting a new feature.",
+ "Schedule a high priority error alert to be sent immediately to support staff via push notification."
+ ]
+ },
+ "tags": [
+ "notification",
+ "content-creation",
+ "messaging",
+ "alerts",
+ "communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Server Maintenance\",\"messageBody\":\"Scheduled maintenance will occur at 2 AM UTC.\",\"notificationType\":\"warning\",\"targetAudience\":[\"admin\",\"devops\"],\"channel\":\"email\",\"priority\":\"high\",\"sendTime\":\"2024-06-30T01:45:00Z\"}",
+ "description": "Create a high-priority warning email notification about server maintenance targeting admin and devops teams."
+ },
+ {
+ "inputJson": "{\"title\":\"Welcome!\",\"messageBody\":\"Thank you for joining our platform.\",\"notificationType\":\"info\",\"targetAudience\":[\"allUsers\"],\"channel\":\"in-app\"}",
+ "description": "Create a general informational in-app notification welcoming all users."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Notification",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createChannel",
+ "description": "Creates a new communication channel within a digital content platform or system. Accepts parameters like channel name, description, privacy settings, and initial members. Processes inputs to set up and configure the channel, then returns a summary of the created channel including its unique identifier and access info.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "channelName",
+ "type": "string",
+ "description": "The name to assign to the new communication channel.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A short description explaining the purpose of the channel.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "isPrivate",
+ "type": "boolean",
+ "description": "Determines if the channel is private (true) or public (false).",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "initialMembers",
+ "type": "array",
+ "description": "An array of user IDs to be added as initial members of the channel.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "Optional topic or subject the channel focuses on.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing details of the newly created channel, including channel ID, name, description, privacy status, member count, and creation timestamp."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to programmatically establish new communication channels for teams, content groups, or communities within a platform. It streamlines onboarding by configuring channel metadata, membership, and access settings automatically.",
+ "limitations": "This tool cannot send messages within the channel or manage channel content beyond initial creation. It also does not handle permissions beyond the basic public/private distinction.",
+ "examples": [
+ "Create a private channel named 'Project X' with the initial team members.",
+ "Set up a public discussion channel about 'AI Research' with a descriptive topic.",
+ "Make a general announcements channel that is public and has no initial members."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "communication",
+ "channel management",
+ "collaboration",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelName\":\"Project Phoenix\",\"description\":\"Channel for Project Phoenix team coordination.\",\"isPrivate\":true,\"initialMembers\":[\"user123\",\"user456\"],\"topic\":\"Development updates\"}",
+ "description": "Creates a private channel with initial members and topic for project coordination."
+ },
+ {
+ "inputJson": "{\"channelName\":\"General Announcements\",\"description\":\"Company-wide announcements.\",\"isPrivate\":false,\"initialMembers\":[],\"topic\":\"Company news\"}",
+ "description": "Sets up a public announcements channel without initial members."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Channel",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createMessage",
+ "description": "Generates a formatted message based on input parameters such as recipient, subject, body content, tone, and message type. Accepts plain text or structured inputs, processes them to create a coherent message suitable for email, SMS, or chat, and outputs the finalized message as a string.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "recipient",
+ "type": "string",
+ "description": "The primary recipient of the message, such as an email address or phone number.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "The subject or headline of the message, applicable mainly for emails.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "body",
+ "type": "string",
+ "description": "The main content or body text of the message to be sent.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone or style of the message, e.g., formal, casual, friendly, urgent, persuasive.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "messageType",
+ "type": "string",
+ "description": "The type of message to create, such as 'email', 'sms', or 'chat'. Determines formatting.",
+ "required": true,
+ "defaultValue": "email"
+ },
+ {
+ "name": "attachments",
+ "type": "array",
+ "description": "List of attachment URLs or filenames to reference within the message, if applicable.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "signature",
+ "type": "string",
+ "description": "A signature or sign-off text to append at the end of the message.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete formatted message string and metadata such as character count and message type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to compose a professional or casual message for communication via email, SMS, or chat. It helps generate coherent messages based on structured inputs, adjusting tone and formatting to fit the delivery method and context.",
+ "limitations": "This tool does not send messages or validate contact information. It does not generate responses or handle complex conversational flows independently.",
+ "examples": [
+ "Create a formal email to a client inviting them to a meeting.",
+ "Generate a short SMS message notifying a user about a delivery update.",
+ "Compose a friendly chat message to welcome a new team member."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "message-generation",
+ "communication",
+ "email",
+ "sms",
+ "chat",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipient\":\"jane.doe@example.com\",\"subject\":\"Meeting Invitation\",\"body\":\"Dear Jane, I would like to invite you to a project meeting scheduled for Monday at 10 am.\",\"tone\":\"formal\",\"messageType\":\"email\",\"attachments\":[],\"signature\":\"Best regards, John\"}",
+ "description": "Generate a formal email message inviting a recipient to a meeting."
+ },
+ {
+ "inputJson": "{\"recipient\":\"+1234567890\",\"body\":\"Your package has been shipped and will arrive tomorrow.\",\"tone\":\"informal\",\"messageType\":\"sms\",\"attachments\":[],\"signature\":\"\"}",
+ "description": "Generate a brief SMS notification about a delivery."
+ },
+ {
+ "inputJson": "{\"recipient\":\"team_channel\",\"body\":\"Welcome to the team, Alex! Looking forward to working together.\",\"tone\":\"friendly\",\"messageType\":\"chat\",\"attachments\":[],\"signature\":\"\"}",
+ "description": "Compose a friendly chat message welcoming a new team member."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Message",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createCertificate",
+ "description": "Generates a digitally signed certificate document based on user-provided details such as recipient name, issuer, date, and certificate type. It processes the inputs to create a formatted certificate in PDF or image format, optionally embedding a QR code linking to verification data, and returns the completed certificate file data and metadata.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "recipientName",
+ "type": "string",
+ "description": "Full name of the certificate recipient to appear on the certificate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "issuerName",
+ "type": "string",
+ "description": "Name of the organization or individual issuing the certificate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "certificateType",
+ "type": "string",
+ "description": "Type or title of the certificate (e.g., 'Completion', 'Achievement').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "issueDate",
+ "type": "string",
+ "description": "Date when the certificate is issued, in ISO 8601 format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "expiryDate",
+ "type": "string",
+ "description": "Optional expiration date for the certificate, in ISO 8601 format.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeQRCode",
+ "type": "boolean",
+ "description": "Whether to embed a QR code that links to certificate verification information.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output file format of the certificate, either 'PDF' or 'PNG'.",
+ "required": false,
+ "defaultValue": "PDF"
+ },
+ {
+ "name": "backgroundTemplate",
+ "type": "string",
+ "description": "Optional identifier or URL referencing a background template to use for styling the certificate.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the certificate content encoded as a base64 string, the MIME type, and metadata such as issue date, expiry date, and verification link if applicable."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create official-looking certificate documents for achievements, completions, or recognitions from provided participant and issuer information. It is suitable for generating digital certificates with optional verification QR codes for education, training programs, or events.",
+ "limitations": "This tool does not perform cryptographic signature validations or store certificates; it only generates the visual certificate file. It does not issue certificates on blockchain or securely manage certificate revocation.",
+ "examples": [
+ "Create a certificate of completion for a student named John Doe issued by ABC Training on 2024-05-01.",
+ "Generate an achievement certificate for Jane Smith with a QR code linking to verification data.",
+ "Produce a PDF certificate with a custom background for employee of the month."
+ ]
+ },
+ "tags": [
+ "certificate",
+ "content-creation",
+ "document-generation",
+ "digital-certificate",
+ "PDF",
+ "image-generation",
+ "verification"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientName\":\"John Doe\",\"issuerName\":\"ABC Training\",\"certificateType\":\"Completion\",\"issueDate\":\"2024-05-01\",\"includeQRCode\":true,\"outputFormat\":\"PDF\"}",
+ "description": "Create a PDF completion certificate for John Doe with a QR code for verification."
+ },
+ {
+ "inputJson": "{\"recipientName\":\"Jane Smith\",\"issuerName\":\"XYZ Corp\",\"certificateType\":\"Achievement\",\"issueDate\":\"2024-06-10\",\"expiryDate\":\"2026-06-10\",\"includeQRCode\":false,\"outputFormat\":\"PNG\",\"backgroundTemplate\":\"corporateTemplate1\"}",
+ "description": "Generate a PNG achievement certificate with a corporate background and expiration date for Jane Smith."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Certificate",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createAlert",
+ "description": "Generates a structured security alert message based on input parameters specifying the alert type, severity, affected systems, and message details. Processes the inputs to construct a standardized alert notification object that can be used for internal tracking, notifications, or incident response workflows.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "alertType",
+ "type": "string",
+ "description": "The category or type of the alert, e.g., 'Intrusion', 'Malware', or 'Unauthorized Access'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "severity",
+ "type": "string",
+ "description": "The severity level of the alert, such as 'Low', 'Medium', 'High', or 'Critical'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "affectedSystems",
+ "type": "array",
+ "description": "A list of system names or IDs that are affected by this alert.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "message",
+ "type": "string",
+ "description": "A detailed descriptive message explaining the alert and relevant context.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timestamp",
+ "type": "string",
+ "description": "The ISO 8601 formatted date-time string when the alert was generated. Defaults to current time if empty.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceIp",
+ "type": "string",
+ "description": "Optional IP address related to the alert source, such as an attacker IP or affected system IP.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "additionalData",
+ "type": "object",
+ "description": "Optional object containing any extra relevant data as key-value pairs to include in the alert.",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a structured alert object including all input details, a unique alert ID, and formatted timestamp for tracking and notification."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create a formal and structured security alert message from raw event data or summarized threat intelligence to inform monitoring teams or trigger incident response. It is particularly useful for generating standardized alerts for varied security domains.",
+ "limitations": "This tool does not perform any automatic threat analysis or validation of the alert data; it only constructs the alert object from given inputs. It also does not send or distribute the alert, which requires separate integration.",
+ "examples": [
+ "Create a high severity alert for an intrusion detected on multiple servers, including details about the attack and affected IPs.",
+ "Generate a malware alert with medium severity targeting specific systems with a detailed description.",
+ "Create a critical unauthorized access alert containing source IP and custom metadata for incident tracking."
+ ]
+ },
+ "tags": [
+ "security",
+ "alert",
+ "notification",
+ "incident-response",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"alertType\":\"Intrusion\",\"severity\":\"High\",\"affectedSystems\":[\"server01\",\"server02\"],\"message\":\"Multiple failed login attempts detected indicating potential brute force attack.\",\"timestamp\":\"2024-06-01T14:30:00Z\",\"sourceIp\":\"192.168.1.100\",\"additionalData\":{\"attackVector\":\"ssh\",\"detectedBy\":\"IDS\"}}",
+ "description": "Generate a high severity intrusion alert for servers 'server01' and 'server02' with source IP and extra metadata."
+ },
+ {
+ "inputJson": "{\"alertType\":\"Malware\",\"severity\":\"Medium\",\"affectedSystems\":[\"workstation05\"],\"message\":\"Malware signature detected in email attachment.\",\"timestamp\":\"2024-06-01T09:45:00Z\"}",
+ "description": "Create a medium severity malware alert for a single affected workstation without source IP or additional data."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Alert",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createKey",
+ "description": "Generates a cryptographic key for content encryption or signing. Accepts parameters defining key type (e.g., symmetric or asymmetric), algorithm, key size, and optional passphrase. Outputs the generated key material encoded in base64 along with metadata about the key.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "keyType",
+ "type": "string",
+ "description": "Type of key to generate, either 'symmetric' or 'asymmetric'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "algorithm",
+ "type": "string",
+ "description": "Cryptographic algorithm to use (e.g., AES, RSA, ECDSA).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keySize",
+ "type": "number",
+ "description": "Size of the key in bits, depends on algorithm (e.g., 256 for AES, 2048 for RSA).",
+ "required": false,
+ "defaultValue": "256"
+ },
+ {
+ "name": "passphrase",
+ "type": "string",
+ "description": "Optional passphrase to encrypt the generated key material.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "exportFormat",
+ "type": "string",
+ "description": "Format to export the key material, e.g., 'base64', 'hex', or 'pem'.",
+ "required": false,
+ "defaultValue": "base64"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing the generated key material as a string and metadata including algorithm, key size, key type, and export format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an agent needs to programmatically generate cryptographic keys for securing digital content via encryption, signing, or other cryptographic operations. It is suitable for creating keys for symmetric encryption like AES or asymmetric keys like RSA or ECDSA, with optional passphrase protection.",
+ "limitations": "This tool does not perform key storage or key management beyond generation and export. It does not manage key lifecycle or integrate with hardware security modules or external key stores.",
+ "examples": [
+ "Generate a 256-bit AES symmetric key for encrypting content.",
+ "Create a 2048-bit RSA key pair for digital signing.",
+ "Generate an ECDSA key with a passphrase and export it in PEM format."
+ ]
+ },
+ "tags": [
+ "security",
+ "key-generation",
+ "cryptography",
+ "content-protection",
+ "encryption",
+ "digital-signature"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"keyType\":\"symmetric\",\"algorithm\":\"AES\",\"keySize\":256,\"exportFormat\":\"base64\"}",
+ "description": "Generate a 256-bit AES symmetric key with base64 encoding."
+ },
+ {
+ "inputJson": "{\"keyType\":\"asymmetric\",\"algorithm\":\"RSA\",\"keySize\":2048,\"exportFormat\":\"pem\"}",
+ "description": "Generate a 2048-bit RSA key pair and export in PEM format."
+ },
+ {
+ "inputJson": "{\"keyType\":\"asymmetric\",\"algorithm\":\"ECDSA\",\"keySize\":256,\"passphrase\":\"mySecret123\",\"exportFormat\":\"pem\"}",
+ "description": "Generate a 256-bit ECDSA key encrypted with a passphrase and export as PEM."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Key",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createCredential",
+ "description": "Generates a digital security credential based on specified parameters including credential type, identity details, issuance and expiration dates, and optional metadata. Processes input to produce a signed, verifiable credential JSON object that can be used for authentication or authorization purposes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "credentialType",
+ "type": "string",
+ "description": "Type of the credential to be created, e.g., 'VerifiableCredential', 'AccessToken'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "identityData",
+ "type": "object",
+ "description": "Object containing identity attributes such as name, id, or email required for the credential subject.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "issuer",
+ "type": "string",
+ "description": "Identifier or DID of the credential issuer creating the credential.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "issuedAt",
+ "type": "string",
+ "description": "ISO 8601 formatted issuance date of the credential. If not provided, current date-time is used.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "expirationDate",
+ "type": "string",
+ "description": "Optional ISO 8601 formatted expiration date, after which the credential is no longer valid.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional additional metadata fields to include in the credential.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "signingKey",
+ "type": "string",
+ "description": "Private key or key reference used to cryptographically sign the credential ensuring authenticity.",
+ "required": true,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object representing the created credential, including all input data, digital signature, and metadata compliant with credential standards (e.g., W3C Verifiable Credentials)."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an application or agent needs to programmatically generate security credentials for identities, such as issuing verifiable credentials for user authentication, access tokens, or badges. It helps automate creation of standardized signed credentials with metadata and expiry.",
+ "limitations": "This tool does not handle key management or secure storage of signing keys and assumes valid keys are provided. It does not verify identity data correctness nor handle credential revocation. External infrastructure needed for full lifecycle management.",
+ "examples": [
+ "Create a verifiable credential for a user with name and email, issued by my organization, expiring in one year.",
+ "Generate an access token credential for API authorization with specific scope metadata.",
+ "Issue a badge credential for event attendance with issuance time but no expiration."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "security",
+ "credential",
+ "digital-identity",
+ "authentication",
+ "authorization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"credentialType\":\"VerifiableCredential\",\"identityData\":{\"name\":\"Alice Doe\",\"email\":\"alice@example.com\"},\"issuer\":\"did:example:12345\",\"issuedAt\":\"2024-06-01T12:00:00Z\",\"expirationDate\":\"2025-06-01T12:00:00Z\",\"metadata\":{\"role\":\"member\"},\"signingKey\":\"-----BEGIN PRIVATE KEY-----\\nMIIEv...\"}",
+ "description": "Create a verifiable credential for Alice with email and role member, issued on June 1, 2024, valid for one year."
+ },
+ {
+ "inputJson": "{\"credentialType\":\"AccessToken\",\"identityData\":{\"userId\":\"user-7890\"},\"issuer\":\"did:example:issuer456\",\"signingKey\":\"privkey123\"}",
+ "description": "Generate an access token credential for user ID 'user-7890' without expiration date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Credential",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createSecret",
+ "description": "Generates a secure secret string suitable for use as passwords, API keys, or cryptographic tokens. Accepts parameters defining secret length, character types to include, and whether to use symbols, digits, uppercase, and lowercase letters. Outputs the generated secret string ready for immediate use in secure applications.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Length of the secret string to generate, typically between 8 and 128 characters.",
+ "required": true,
+ "defaultValue": "32"
+ },
+ {
+ "name": "includeUppercase",
+ "type": "boolean",
+ "description": "Whether to include uppercase alphabetic characters in the secret.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeLowercase",
+ "type": "boolean",
+ "description": "Whether to include lowercase alphabetic characters in the secret.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeDigits",
+ "type": "boolean",
+ "description": "Whether to include numeric digits in the secret.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeSymbols",
+ "type": "boolean",
+ "description": "Whether to include symbol characters (e.g., !@#$%^&*) in the secret.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "excludeSimilarCharacters",
+ "type": "boolean",
+ "description": "Exclude characters that can be visually confused (like 0 and O, 1 and l).",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated secret string under the key 'secret'."
+ },
+ "aiAgent": {
+ "useCase": "This tool is useful when an AI agent needs to generate strong, customized secret strings for securing user accounts, API authentication, encryption keys, or other security-sensitive applications requiring random yet controlled character sets. It helps maintain best practices by enabling configurable complexity parameters to conform with password policies.",
+ "limitations": "Does not store or manage secrets after generation; it only produces secret strings. The tool cannot assess or guarantee the appropriateness of the secret for all security policies or environments.",
+ "examples": [
+ "Generate a 64-character API key including uppercase, lowercase, digits, and symbols, excluding similar characters.",
+ "Create a short 12-character password that uses only uppercase and digits without symbols.",
+ "Generate a 128-character cryptographic token including all character types for maximum entropy."
+ ]
+ },
+ "tags": [
+ "security",
+ "secret",
+ "password",
+ "token",
+ "key-generation",
+ "random",
+ "encryption",
+ "crypto"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"length\":64,\"includeUppercase\":true,\"includeLowercase\":true,\"includeDigits\":true,\"includeSymbols\":true,\"excludeSimilarCharacters\":true}",
+ "description": "Generate a 64-character secret with all character sets excluding ambiguous chars."
+ },
+ {
+ "inputJson": "{\"length\":12,\"includeUppercase\":true,\"includeLowercase\":false,\"includeDigits\":true,\"includeSymbols\":false,\"excludeSimilarCharacters\":true}",
+ "description": "Generate a 12-character secret with uppercase letters and digits only, no symbols."
+ },
+ {
+ "inputJson": "{\"length\":128,\"includeUppercase\":true,\"includeLowercase\":true,\"includeDigits\":true,\"includeSymbols\":true,\"excludeSimilarCharacters\":false}",
+ "description": "Generate a 128-character secret using all character types including similar looking characters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Secret",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createThreat",
+ "description": "Generates a detailed threat scenario description based on specified parameters such as threat type, target environment, and potential impact. Accepts inputs on threat characteristics and outputs a structured threat report useful for security analysis and risk assessment.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "threatType",
+ "type": "string",
+ "description": "Type of threat to describe, e.g., phishing, malware, DDoS, insider threat.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetEnvironment",
+ "type": "string",
+ "description": "The environment or system targeted by the threat, e.g., enterprise network, cloud service, IoT device.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "potentialImpact",
+ "type": "string",
+ "description": "Expected impact of the threat if successful, e.g., data theft, service disruption, financial loss.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "threatActor",
+ "type": "string",
+ "description": "Description of the attacker or threat actor type, e.g., criminal group, hacktivist, insider.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "attackVector",
+ "type": "string",
+ "description": "Means or method through which the threat is delivered or exploited, e.g., email, exploit kit, social engineering.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "urgencyLevel",
+ "type": "string",
+ "description": "Estimated urgency or immediacy of the threat, e.g., low, medium, high.",
+ "required": false,
+ "defaultValue": "medium"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured threat scenario report including a summary, attack details, potential impacts, and mitigation suggestions."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to construct realistic or hypothetical security threat scenarios for simulation, training, or risk assessment purposes. It helps generate detailed, coherent threat descriptions based on specified parameters to assist security analysis or preparedness planning.",
+ "limitations": "This tool does not perform actual threat detection or analysis on real-time data; it generates descriptive scenarios only based on input parameters. It cannot guarantee precise threat mitigation strategies or real-world accuracy beyond general descriptions.",
+ "examples": [
+ "Generate a detailed phishing threat targeting corporate email environments with potential data loss impact.",
+ "Create a DDoS threat scenario affecting cloud services with high urgency.",
+ "Describe an insider threat with social engineering attack vector causing financial fraud."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "security",
+ "threat modeling",
+ "risk assessment",
+ "scenario generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"threatType\":\"phishing\",\"targetEnvironment\":\"corporate email system\",\"potentialImpact\":\"data theft\",\"threatActor\":\"criminal group\",\"attackVector\":\"email link\",\"urgencyLevel\":\"high\"}",
+ "description": "Generate a high-urgency phishing threat scenario targeting corporate email that may lead to data theft."
+ },
+ {
+ "inputJson": "{\"threatType\":\"DDoS\",\"targetEnvironment\":\"cloud service platform\",\"potentialImpact\":\"service disruption\",\"urgencyLevel\":\"medium\"}",
+ "description": "Create a medium urgency DDoS threat scenario affecting a cloud service platform with possible disruption."
+ },
+ {
+ "inputJson": "{\"threatType\":\"insider threat\",\"targetEnvironment\":\"financial systems\",\"potentialImpact\":\"financial fraud\",\"threatActor\":\"disgruntled employee\",\"attackVector\":\"social engineering\",\"urgencyLevel\":\"low\"}",
+ "description": "Describe a low urgency insider threat scenario involving social engineering causing financial fraud."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Threat",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createIncident",
+ "description": "Creates a detailed security incident report based on provided information such as incident type, description, impact, affected systems, and timestamps. Processes input data to generate a structured incident record suitable for tracking and further analysis.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "incidentType",
+ "type": "string",
+ "description": "The category or type of the security incident (e.g., phishing, malware, data breach).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A detailed description of the incident, including observed behaviors and context.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "impactSeverity",
+ "type": "string",
+ "description": "Severity level of the incident impact (e.g., low, medium, high, critical).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "affectedSystems",
+ "type": "array",
+ "description": "List of system names, IP addresses, or components affected by the incident.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "detectedTime",
+ "type": "string",
+ "description": "Timestamp when the incident was detected, in ISO 8601 format.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "reportedBy",
+ "type": "string",
+ "description": "Name or identifier of the person or system reporting the incident.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "incidentStatus",
+ "type": "string",
+ "description": "Current status of the incident (e.g., open, in progress, resolved).",
+ "required": false,
+ "defaultValue": "open"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured incident record including a unique incident ID, summary, timestamps, and all provided details for tracking and management."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a comprehensive and structured security incident report based on raw incident details provided by users or monitoring systems. It helps standardize incident documentation to facilitate tracking, prioritization, and response coordination.",
+ "limitations": "This tool does not automatically detect or analyze incidents; it only formats and structures incident data that must be supplied as input. It also does not update or close existing incidents.",
+ "examples": [
+ "Create a new phishing incident with high impact affecting email servers.",
+ "Report a malware infection detected on multiple workstations with medium severity.",
+ "Log a data breach with detailed description and affected systems list."
+ ]
+ },
+ "tags": [
+ "incident",
+ "security",
+ "reporting",
+ "creation",
+ "content-creation",
+ "security-incident"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"incidentType\":\"Phishing\",\"description\":\"Multiple users reported suspicious emails requesting credentials.\",\"impactSeverity\":\"high\",\"affectedSystems\":[\"email-server-01\",\"user-mailbox-123\"],\"detectedTime\":\"2024-06-15T10:30:00Z\",\"reportedBy\":\"security-team\",\"incidentStatus\":\"open\"}",
+ "description": "Reporting a high severity phishing incident affecting email infrastructure."
+ },
+ {
+ "inputJson": "{\"incidentType\":\"Malware\",\"description\":\"Detected ransomware on several workstation endpoints.\",\"impactSeverity\":\"critical\",\"affectedSystems\":[\"workstation-101\",\"workstation-102\",\"workstation-103\"],\"detectedTime\":\"2024-06-14T22:15:00Z\",\"reportedBy\":\"endpoint-protection\",\"incidentStatus\":\"in progress\"}",
+ "description": "Logging a critical ransomware incident detected by security software."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Incident",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createVulnerability",
+ "description": "Generates a detailed vulnerability report based on provided technical inputs, including vulnerability type, affected software versions, severity, description, and remediation steps. Outputs a structured vulnerability report suitable for documentation or security advisories.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "vulnerabilityName",
+ "type": "string",
+ "description": "The concise name or identifier of the vulnerability (e.g., SQL Injection).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A detailed explanation of the vulnerability, including how it can be exploited.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "affectedSoftware",
+ "type": "array",
+ "description": "List of affected software products and versions (each entry is a string, e.g., 'WordPress 5.8').",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "severity",
+ "type": "string",
+ "description": "The severity classification (e.g., Low, Medium, High, Critical).",
+ "required": true,
+ "defaultValue": "Medium"
+ },
+ {
+ "name": "cvssScore",
+ "type": "number",
+ "description": "The CVSS (Common Vulnerability Scoring System) score as a numeric value (0.0 to 10.0).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "cweId",
+ "type": "string",
+ "description": "The Common Weakness Enumeration identifier related to the vulnerability (e.g., CWE-79).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "remediationSteps",
+ "type": "string",
+ "description": "Recommended remediation or mitigation measures to address the vulnerability.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "disclosureDate",
+ "type": "string",
+ "description": "Date when the vulnerability was first disclosed (ISO format, e.g., 2023-11-15).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured vulnerability report including all provided details and formatted fields for easy integration into security documentation systems."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate formal vulnerability reports from technical inputs, such as summarizing new security flaws, preparing advisories, or documenting findings consistently for developers and security teams. It standardizes vulnerability information into a coherent report format.",
+ "limitations": "This tool does not discover or detect vulnerabilities automatically; it requires accurate input details. It also does not validate CVSS scores or CWE identifiers but formats given data into a report.",
+ "examples": [
+ "Create a vulnerability report for a Cross-Site Scripting (XSS) flaw detected in web app versions 3.1 to 3.5.",
+ "Generate a detailed description and remediation steps for a buffer overflow vulnerability found in a networking library.",
+ "Produce a vulnerability advisory for a critical SQL Injection issue affecting multiple CMS platforms."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "security",
+ "vulnerability",
+ "reporting",
+ "documentation",
+ "remediation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"vulnerabilityName\":\"SQL Injection\",\"description\":\"Allows attackers to execute arbitrary SQL commands via input fields without proper sanitization.\",\"affectedSoftware\":[\"CMS v2.3\",\"WebApp v1.0 to v1.4\"],\"severity\":\"Critical\",\"cvssScore\":9.8,\"cweId\":\"CWE-89\",\"remediationSteps\":\"Implement parameterized queries and input validation.\",\"disclosureDate\":\"2024-05-10\"}",
+ "description": "Generate a vulnerability report for a critical SQL Injection issue on specific software versions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Vulnerability",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createRisk",
+ "description": "Generates a detailed risk report based on provided project or system information. Accepts inputs like risk type, description, likelihood, impact, affected components, and mitigation strategies. Processes these to create a structured risk assessment output, including risk severity and suggested actions.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "riskType",
+ "type": "string",
+ "description": "Category of the risk such as security, operational, financial, or compliance.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Detailed description of the identified risk and its context.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "likelihood",
+ "type": "string",
+ "description": "Estimated probability of the risk occurring (e.g., low, medium, high).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "impact",
+ "type": "string",
+ "description": "Potential impact level if the risk occurs (e.g., low, medium, high).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "affectedComponents",
+ "type": "array",
+ "description": "List of affected systems, processes, or business units.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "mitigationStrategies",
+ "type": "array",
+ "description": "Proposed strategies or actions to mitigate the risk.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "discoveryDate",
+ "type": "string",
+ "description": "Date the risk was identified in ISO 8601 format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a structured risk object including severity score, risk summary, and mitigation plan."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to create formal risk assessments from raw or summarized inputs about potential issues in projects, systems, or processes. It helps generate clear risk profiles with severity evaluation and mitigation suggestions to support risk management decisions.",
+ "limitations": "This tool does not perform real-time risk detection or dynamic threat analysis. It relies on input accuracy and does not replace expert risk evaluation or domain-specific risk modeling.",
+ "examples": [
+ "Create a security risk report for the new authentication system with high likelihood and medium impact.",
+ "Assess operational risk for the supply chain process with specified mitigation strategies.",
+ "Generate a compliance risk entry for missing regulatory documentation with low likelihood but high impact."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "risk-management",
+ "security",
+ "project-management",
+ "assessment",
+ "mitigation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"riskType\":\"security\",\"description\":\"Unauthorized access due to weak authentication controls.\",\"likelihood\":\"high\",\"impact\":\"high\",\"affectedComponents\":[\"Authentication System\",\"User Database\"],\"mitigationStrategies\":[\"Implement multi-factor authentication\",\"Regular access reviews\"],\"discoveryDate\":\"2024-06-15\"}",
+ "description": "Create a detailed security risk report concerning authentication vulnerabilities with mitigation steps."
+ },
+ {
+ "inputJson": "{\"riskType\":\"operational\",\"description\":\"Potential delay in supply chain delivery due to vendor disruptions.\",\"likelihood\":\"medium\",\"impact\":\"medium\",\"affectedComponents\":[\"Supply Chain\"],\"mitigationStrategies\":[\"Establish backup vendors\",\"Increase inventory buffer\"],\"discoveryDate\":\"2024-06-10\"}",
+ "description": "Generate an operational risk assessment for supply chain delays and propose mitigation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Risk",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createBudget",
+ "description": "Creates a detailed business budget document from given inputs including revenue streams, fixed and variable costs, and financial goals. Processes the inputs to calculate total income, expenses, net profit, and provides a structured budget overview as output.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the project or business for which the budget is being created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "currency",
+ "type": "string",
+ "description": "The currency code (e.g., USD, EUR) to format monetary values.",
+ "required": false,
+ "defaultValue": "USD"
+ },
+ {
+ "name": "timePeriod",
+ "type": "string",
+ "description": "The time period the budget covers, such as a month, quarter, or year.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "revenueStreams",
+ "type": "array",
+ "description": "An array of objects each containing name and amount representing sources of income.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "fixedCosts",
+ "type": "array",
+ "description": "An array of objects representing fixed costs with name and amount properties.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "variableCosts",
+ "type": "array",
+ "description": "An array of objects representing variable costs with name and estimated amount properties.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "financialGoals",
+ "type": "array",
+ "description": "Optional array of financial goals or targets to highlight in the budget report.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a structured budget summary including total revenue, total fixed and variable costs, net profit, breakdowns, and notes on financial goals."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating comprehensive business budgets from raw income and expense data. It helps produce clear financial reports for planning and analysis, supporting decisions with precise profit calculations and goal tracking. Ideal for startups, project planning, and financial reporting.",
+ "limitations": "Does not perform advanced financial forecasting or integrate real-time data feeds. It relies on accurate input data and does not handle tax calculations or investment analysis.",
+ "examples": [
+ "Create a monthly budget for a software startup with fixed office rent, variable cloud service costs, and multiple revenue streams.",
+ "Generate a quarterly budget report for a marketing project including expected sales and promotional expenses.",
+ "Build an annual budget outlining revenue goals and corresponding fixed and variable operational costs for a small business."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "budget",
+ "business",
+ "finance",
+ "reporting",
+ "planning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"EcoFriendly Startup\",\"currency\":\"USD\",\"timePeriod\":\"2024 Q2\",\"revenueStreams\":[{\"name\":\"Product Sales\",\"amount\":50000},{\"name\":\"Consulting Services\",\"amount\":15000}],\"fixedCosts\":[{\"name\":\"Office Rent\",\"amount\":7000},{\"name\":\"Salaries\",\"amount\":25000}],\"variableCosts\":[{\"name\":\"Marketing\",\"amount\":5000},{\"name\":\"Cloud Services\",\"amount\":2000}],\"financialGoals\":[\"Achieve 20% profit margin\"]}",
+ "description": "Creates a quarterly budget for a startup including revenue, fixed and variable costs, and financial goals."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Budget",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createForecast",
+ "description": "Generates a business forecast based on historical data and specified parameters. Accepts input data including time series sales or revenue figures, optional external factors, and forecasting horizon. Applies statistical or machine learning models to project future business metrics, and outputs a structured forecast with point estimates and confidence intervals.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "historicalData",
+ "type": "array",
+ "description": "Array of historical data points, each with timestamp and value, to use as input for forecasting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "forecastHorizon",
+ "type": "number",
+ "description": "Number of future periods (e.g., days, weeks, months) to forecast.",
+ "required": true,
+ "defaultValue": "12"
+ },
+ {
+ "name": "timeInterval",
+ "type": "string",
+ "description": "Time interval for the data points and forecast (e.g., daily, weekly, monthly).",
+ "required": true,
+ "defaultValue": "monthly"
+ },
+ {
+ "name": "modelType",
+ "type": "string",
+ "description": "Type of forecasting model to use, such as 'ARIMA', 'ExponentialSmoothing', or 'Prophet'.",
+ "required": false,
+ "defaultValue": "Prophet"
+ },
+ {
+ "name": "externalFactors",
+ "type": "object",
+ "description": "Optional object with external factors (e.g. marketing spend, holidays) keyed by date to improve forecast accuracy.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "confidenceLevel",
+ "type": "number",
+ "description": "Confidence level for forecast intervals as a decimal (e.g., 0.95 for 95%).",
+ "required": false,
+ "defaultValue": "0.95"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a forecast object containing predicted values for each period, confidence intervals, and metadata about the model applied."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate future business metric projections, such as sales or revenue, based on historical data and optional external factors. It helps in planning, budgeting, and decision-making by providing statistically sound forecasts with uncertainty quantification.",
+ "limitations": "This tool cannot access real-time data feeds automatically. It requires properly formatted historical data and assumes continuity in patterns unless external factors are well-defined. It does not replace expert human judgment or domain-specific adjustments.",
+ "examples": [
+ "Create a 6-month sales forecast using monthly sales data and holiday effects.",
+ "Generate a weekly revenue forecast for the next 12 weeks based on 3 years of weekly historical data.",
+ "Produce a revenue forecast with 95% confidence intervals applying the ARIMA model."
+ ]
+ },
+ "tags": [
+ "forecasting",
+ "business",
+ "content-creation",
+ "time-series",
+ "data-analysis",
+ "sales",
+ "revenue"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"historicalData\":[{\"timestamp\":\"2023-01\",\"value\":100},{\"timestamp\":\"2023-02\",\"value\":110},{\"timestamp\":\"2023-03\",\"value\":105},{\"timestamp\":\"2023-04\",\"value\":115}],\"forecastHorizon\":6,\"timeInterval\":\"monthly\",\"modelType\":\"Prophet\",\"confidenceLevel\":0.95}",
+ "description": "Monthly sales data for 4 months, forecasting next 6 months using Prophet with 95% confidence."
+ },
+ {
+ "inputJson": "{\"historicalData\":[{\"timestamp\":\"2023-01-01\",\"value\":2000},{\"timestamp\":\"2023-01-08\",\"value\":2500},{\"timestamp\":\"2023-01-15\",\"value\":2300}],\"forecastHorizon\":4,\"timeInterval\":\"weekly\",\"modelType\":\"ARIMA\",\"confidenceLevel\":0.90}",
+ "description": "Weekly revenue data for 3 weeks, forecasting next 4 weeks with ARIMA model and 90% confidence."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Forecast",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createPayment",
+ "description": "Creates a payment record by accepting details such as payer information, amount, currency, and payment method. The tool validates input parameters and outputs a structured payment object containing a unique payment ID, status, timestamp, and relevant transaction details for further processing or record-keeping.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "payerName",
+ "type": "string",
+ "description": "Full name of the payer initiating the payment",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "payerEmail",
+ "type": "string",
+ "description": "Email address of the payer for contact and receipt purposes",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "amount",
+ "type": "number",
+ "description": "The monetary amount to be paid, expressed as a positive number",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "currency",
+ "type": "string",
+ "description": "Three-letter ISO currency code representing the currency of the payment",
+ "required": true,
+ "defaultValue": "USD"
+ },
+ {
+ "name": "paymentMethod",
+ "type": "string",
+ "description": "Method of payment such as 'credit_card', 'bank_transfer', or 'paypal'",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Optional description or memo related to the payment",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional additional data related to the payment stored as key-value pairs",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the processed payment with ID, status, timestamp, and input details confirmed"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to programmatically generate a payment record during e-commerce transactions, invoicing workflows, or financial operations. It is useful for validating input payment details and creating a structured payment entity that integrates into broader payment processing pipelines.",
+ "limitations": "This tool does not process actual payment authorization or transaction clearing; it only creates and returns payment data records for further external handling.",
+ "examples": [
+ "Create a payment record for a buyer named John Doe paying $150 USD via credit_card.",
+ "Generate a payment entry with metadata for an invoice payment using PayPal.",
+ "Record a bank transfer payment of 500 EUR including a payment description."
+ ]
+ },
+ "tags": [
+ "payment",
+ "content-creation",
+ "business",
+ "transaction",
+ "finance",
+ "record-generation",
+ "e-commerce"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"payerName\":\"John Doe\",\"payerEmail\":\"john.doe@example.com\",\"amount\":150.00,\"currency\":\"USD\",\"paymentMethod\":\"credit_card\",\"description\":\"Order #12345 payment\",\"metadata\":{\"orderId\":\"12345\",\"customerType\":\"regular\"}}",
+ "description": "Creating a payment record for a credit card purchase by John Doe."
+ },
+ {
+ "inputJson": "{\"payerName\":\"Alice Smith\",\"payerEmail\":\"alice.smith@example.com\",\"amount\":500,\"currency\":\"EUR\",\"paymentMethod\":\"bank_transfer\",\"description\":\"Invoice payment for consulting services\"}",
+ "description": "Record a bank transfer payment including a descriptive memo."
+ },
+ {
+ "inputJson": "{\"payerName\":\"Bob Lee\",\"payerEmail\":\"bob.lee@example.com\",\"amount\":75.5,\"currency\":\"USD\",\"paymentMethod\":\"paypal\",\"metadata\":{\"invoiceId\":\"INV7890\"}}",
+ "description": "Generate a payment entry with PayPal payment method and additional metadata."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Payment",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createExpense",
+ "description": "Creates a detailed expense record based on input parameters such as amount, currency, category, date, description, and optionally attached receipts. Processes the input to generate a structured expense entry including metadata for accounting or reimbursement purposes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "amount",
+ "type": "number",
+ "description": "Monetary value of the expense.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "currency",
+ "type": "string",
+ "description": "Currency code in ISO 4217 format (e.g., USD, EUR) for the expense amount.",
+ "required": true,
+ "defaultValue": "USD"
+ },
+ {
+ "name": "category",
+ "type": "string",
+ "description": "Category of the expense, like Travel, Meals, Office Supplies.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "date",
+ "type": "string",
+ "description": "Date of the expense in ISO 8601 format (YYYY-MM-DD).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Detailed description or notes about the expense.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "merchant",
+ "type": "string",
+ "description": "Name of the merchant or payee where the expense occurred.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "receiptUrls",
+ "type": "array",
+ "description": "Optional list of URLs pointing to image or PDF receipts associated with the expense.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "taxAmount",
+ "type": "number",
+ "description": "Tax amount included in the expense, if applicable.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "paymentMethod",
+ "type": "string",
+ "description": "Payment method used, e.g., credit card, cash, company account.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the created expense record with a unique identifier, full details from input parameters, calculated fields if any, and timestamp of creation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create and log a new expense. This can be part of financial workflow automation, reimbursement processing, or expense tracking. The agent provides required and optional details and receives a structured expense record for subsequent handling.",
+ "limitations": "This tool does not perform currency conversion, receipt image processing (such as OCR), or validation against company policies. It creates the structured expense entry only.",
+ "examples": [
+ "Create an expense record for a business meal with a partner including receipts.",
+ "Log a travel expense with amount, category, date and specify payment method.",
+ "Add a new office supplies expense with a description and tax amount."
+ ]
+ },
+ "tags": [
+ "expense",
+ "finance",
+ "content-creation",
+ "create",
+ "accounting",
+ "reimbursement"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"amount\":123.45,\"currency\":\"USD\",\"category\":\"Meals\",\"date\":\"2024-05-01\",\"description\":\"Business lunch with client\",\"merchant\":\"The Seafood Place\",\"receiptUrls\":[\"https://example.com/receipts/123.pdf\"],\"paymentMethod\":\"Corporate Credit Card\"}",
+ "description": "Create a meal expense including metadata and receipt link."
+ },
+ {
+ "inputJson": "{\"amount\":2500,\"currency\":\"EUR\",\"category\":\"Travel\",\"date\":\"2024-04-20\",\"description\":\"Flight ticket to Conference\",\"paymentMethod\":\"Company Account\"}",
+ "description": "Record a travel expense for a flight ticket without receipt attachment."
+ },
+ {
+ "inputJson": "{\"amount\":87.5,\"currency\":\"GBP\",\"category\":\"Office Supplies\",\"date\":\"2024-03-30\",\"taxAmount\":7.5,\"description\":\"Printer ink purchase\",\"merchant\":\"Stationery Store\"}",
+ "description": "Add an office supply expense including tax and merchant information."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Expense",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createOrder",
+ "description": "This tool accepts order details including customer info, item list, quantities, prices, and shipping data to generate a structured order record. It validates and processes the input to produce a standardized order output suitable for use in content management or e-commerce workflows.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "customerName",
+ "type": "string",
+ "description": "Full name of the customer placing the order",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "customerEmail",
+ "type": "string",
+ "description": "Email address of the customer for notifications",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "items",
+ "type": "array",
+ "description": "List of ordered items, each with product ID, quantity, and unit price",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "shippingAddress",
+ "type": "object",
+ "description": "Shipping address details including street, city, postal code, and country",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "orderDate",
+ "type": "string",
+ "description": "Date when the order was placed in ISO 8601 format",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "notes",
+ "type": "string",
+ "description": "Optional special instructions or notes related to the order",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured order object including order ID, customer info, itemized list with totals, shipping info, order date, and status"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to programmatically create and structure orders for customers in digital content systems, online stores, or CRM platforms. It ensures the necessary fields are collected and a complete order record is produced for further processing, integration, or communication.",
+ "limitations": "This tool does not perform payment processing or inventory management. It only creates and formats the order record; additional services are needed to handle fulfillment or payment.",
+ "examples": [
+ "Create a new customer order with two items, shipping details, and optional notes.",
+ "Generate an order record from a customer's purchase including email and delivery address.",
+ "Produce an order summary object with calculated totals ready for export to a system."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "order-management",
+ "e-commerce",
+ "business",
+ "customer",
+ "purchase"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"customerName\":\"Alice Johnson\",\"customerEmail\":\"alice.johnson@example.com\",\"items\":[{\"productId\":\"P1001\",\"quantity\":2,\"unitPrice\":29.99},{\"productId\":\"P2054\",\"quantity\":1,\"unitPrice\":99.95}],\"shippingAddress\":{\"street\":\"123 Elm St\",\"city\":\"Springfield\",\"postalCode\":\"62704\",\"country\":\"USA\"},\"orderDate\":\"2024-06-15T10:30:00Z\",\"notes\":\"Leave package at front door.\"}",
+ "description": "Create an order for Alice Johnson with two distinct products, including full shipping info and a delivery note."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Order",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createAccount",
+ "description": "Creates a new business account profile by accepting essential details such as company name, contact information, industry, and optional metadata. Processes and validates input to generate a standardized account record including a unique identifier, timestamps, and profile status. Returns the created account details for integration or further processing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "companyName",
+ "type": "string",
+ "description": "The official name of the business entity to create an account for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactEmail",
+ "type": "string",
+ "description": "Primary email address for account contact and notifications.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactPhone",
+ "type": "string",
+ "description": "Optional phone number for additional contact method.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "industry",
+ "type": "string",
+ "description": "The industry sector to which the business belongs, e.g., Technology, Retail.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "address",
+ "type": "object",
+ "description": "Physical address details including street, city, state, postal code, and country.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional key-value pairs for additional customizable data related to the account.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "isActive",
+ "type": "boolean",
+ "description": "Flag to specify if the account should be created as active or inactive.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the detailed created account, including generated accountId, input data, timestamps for creation, and current account status."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool whenever a new business entity profile needs to be created within a content management or CRM system. Suitable for automating account onboarding based on provided business data inputs, ensuring records are consistently structured and validated before further processing.",
+ "limitations": "This tool does not verify the legal existence of the business or validate contact details beyond basic formatting checks. It also does not assign permissions or link accounts to users; those must be handled separately.",
+ "examples": [
+ "Create a new account for a tech startup with contact email and industry classification.",
+ "Add a retail store profile including full address and optional metadata for marketing preferences.",
+ "Set up an inactive account entry for a business partner pending verification."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "account",
+ "business",
+ "profile",
+ "onboarding",
+ "crm",
+ "data-entry"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"companyName\":\"GreenTech Solutions\",\"contactEmail\":\"contact@greentech.com\",\"contactPhone\":\"+1234567890\",\"industry\":\"Technology\",\"address\":{\"street\":\"456 Elm St\",\"city\":\"Springfield\",\"state\":\"IL\",\"postalCode\":\"62701\",\"country\":\"USA\"},\"metadata\":{\"preferredLanguage\":\"en\",\"segment\":\"SMB\"},\"isActive\":true}",
+ "description": "Create an active account for a technology company with contact details and address."
+ },
+ {
+ "inputJson": "{\"companyName\":\"FreshMart Grocery\",\"contactEmail\":\"info@freshmart.com\",\"industry\":\"Retail\",\"metadata\":{\"loyaltyMember\":true},\"isActive\":false}",
+ "description": "Create an inactive retail account with minimal contact info and metadata indicating loyalty membership."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Account",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createDeal",
+ "description": "Generates a comprehensive deal document based on input parameters including deal title, parties involved, financial terms, deal duration, confidentiality clauses, and special conditions. The tool processes these inputs to produce a structured deal summary or contract draft as an output, suitable for review or further editing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "dealTitle",
+ "type": "string",
+ "description": "The title or name of the deal.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "partiesInvolved",
+ "type": "array",
+ "description": "A list of parties involved in the deal, each with name and role.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "financialTerms",
+ "type": "object",
+ "description": "Key financial details such as price, payment schedule, currency.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dealDurationMonths",
+ "type": "number",
+ "description": "Duration of the deal in months.",
+ "required": false,
+ "defaultValue": "12"
+ },
+ {
+ "name": "confidentialityClause",
+ "type": "boolean",
+ "description": "Whether to include a confidentiality clause in the deal document.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "specialConditions",
+ "type": "array",
+ "description": "Any special terms or conditions to be included in the deal as text entries.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted deal document text, a summary of key terms, and a status flag indicating success or errors."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a formalized deal or contract draft from structured input data for business negotiations, contract reviews, or proposal creation. Ideal for automating routine deal creation or generating standardized contract drafts based on user inputs.",
+ "limitations": "This tool does not perform legal validation or compliance checking and cannot customize highly complex legal language beyond templated clauses. It is intended for draft generation and requires human review.",
+ "examples": [
+ "Create a deal draft between two companies for software licensing with payment terms and confidentiality.",
+ "Generate a short-term service agreement including special conditions and no confidentiality clause.",
+ "Draft a purchase deal for equipment with detailed financial terms and 24-month duration."
+ ]
+ },
+ "tags": [
+ "deal",
+ "contract",
+ "business",
+ "content-generation",
+ "document-creation",
+ "legal-draft"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dealTitle\":\"Software Licensing Agreement\",\"partiesInvolved\":[{\"name\":\"Alpha Corp\",\"role\":\"Licensor\"},{\"name\":\"Beta LLC\",\"role\":\"Licensee\"}],\"financialTerms\":{\"price\":50000,\"paymentSchedule\":\"quarterly\",\"currency\":\"USD\"},\"dealDurationMonths\":12,\"confidentialityClause\":true,\"specialConditions\":[\"Support included for first 12 months\",\"Renewal on mutual agreement\"]}",
+ "description": "Creating a software license deal between two companies including payment terms and confidentiality."
+ },
+ {
+ "inputJson": "{\"dealTitle\":\"Consulting Services Deal\",\"partiesInvolved\":[{\"name\":\"Gamma Consulting\",\"role\":\"Service Provider\"},{\"name\":\"Delta Inc\",\"role\":\"Client\"}],\"financialTerms\":{\"price\":20000,\"paymentSchedule\":\"monthly\",\"currency\":\"USD\"},\"dealDurationMonths\":6,\"confidentialityClause\":false,\"specialConditions\":[]}",
+ "description": "Drafting a consulting service agreement without confidentiality clause for six months duration."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Deal",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createGraph",
+ "description": "Creates a customizable graph image based on provided data points and configuration. Accepts an array of data sets with labels and values, graph type (e.g., line, bar, pie), axis labels, colors, title, and other stylistic options. Generates and returns a graph image URL or base64-encoded image for use in presentations, reports, or web content.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "graphType",
+ "type": "string",
+ "description": "Type of graph to create, e.g., 'line', 'bar', 'pie', 'scatter'.",
+ "required": true,
+ "defaultValue": "line"
+ },
+ {
+ "name": "dataSets",
+ "type": "array",
+ "description": "An array of data objects each containing a label (string) and values (array of numbers) to plot.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "xAxisLabel",
+ "type": "string",
+ "description": "Label for the X-axis (ignored for pie charts).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "yAxisLabel",
+ "type": "string",
+ "description": "Label for the Y-axis (ignored for pie charts).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title text to display above the graph.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "colors",
+ "type": "array",
+ "description": "Array of color strings to use for each data set or pie slice.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the generated graph image in pixels.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the generated graph image in pixels.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "showLegend",
+ "type": "boolean",
+ "description": "Whether to display a legend describing the data sets.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the graph image data, including a URL or a base64-encoded PNG image string for embedding."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal when needing to visualize numeric data in various common graph formats for reports, dashboards, or content creation. Agents should use it to transform structured data inputs into clear graphical representations for enhanced comprehension.",
+ "limitations": "The tool generates standard graph types and supports basic customization but cannot create highly complex or interactive charts (e.g., 3D graphs or real-time data streaming charts).",
+ "examples": [
+ "Create a bar graph showing quarterly sales for three products.",
+ "Generate a pie chart displaying market share percentages across segments.",
+ "Produce a line graph tracking website traffic over a year with monthly data points."
+ ]
+ },
+ "tags": [
+ "graph",
+ "chart",
+ "data-visualization",
+ "content-creation",
+ "image-generation",
+ "reporting",
+ "analytics"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"graphType\":\"bar\",\"dataSets\":[{\"label\":\"Product A\",\"values\":[120,150,180,200]},{\"label\":\"Product B\",\"values\":[80,90,100,110]}],\"xAxisLabel\":\"Quarter\",\"yAxisLabel\":\"Sales ($k)\",\"title\":\"Quarterly Sales Comparison\",\"colors\":[\"#1f77b4\",\"#ff7f0e\"],\"width\":800,\"height\":600,\"showLegend\":true}",
+ "description": "Generate a bar chart comparing sales of two products over four quarters with labeled axes and legend."
+ },
+ {
+ "inputJson": "{\"graphType\":\"pie\",\"dataSets\":[{\"label\":\"North America\",\"values\":[40]},{\"label\":\"Europe\",\"values\":[30]},{\"label\":\"Asia\",\"values\":[20]},{\"label\":\"Other\",\"values\":[10]}],\"title\":\"Regional Market Share\",\"colors\":[\"#4daf4a\",\"#377eb8\",\"#ff7f00\",\"#984ea3\"],\"width\":600,\"height\":600,\"showLegend\":true}",
+ "description": "Create a pie chart illustrating market share by region with distinct colors and a legend."
+ },
+ {
+ "inputJson": "{\"graphType\":\"line\",\"dataSets\":[{\"label\":\"Website Visitors\",\"values\":[1000,1200,1500,1700,1600,1800,2000,2200,2100,2300,2500,2700]}],\"xAxisLabel\":\"Month\",\"yAxisLabel\":\"Visitors\",\"title\":\"Monthly Website Traffic 2023\",\"width\":900,\"height\":500,\"showLegend\":false}",
+ "description": "Produce a line graph showing the monthly visitor counts throughout the year with axis labels, no legend."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Graph",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createOpportunity",
+ "description": "Creates a detailed business opportunity record based on provided inputs such as title, description, target market, expected revenue, and timeline. The tool processes the inputs to generate a structured opportunity object that can be used for tracking, evaluation, or inclusion in CRM systems.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The name or title of the business opportunity.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A detailed description of the opportunity including key features and value proposition.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetMarket",
+ "type": "string",
+ "description": "The primary market or customer segment the opportunity is aimed at.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "expectedRevenue",
+ "type": "number",
+ "description": "Estimated revenue in USD that this opportunity is expected to generate.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "timelineStart",
+ "type": "string",
+ "description": "Start date of the opportunity timeline in ISO 8601 format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "timelineEnd",
+ "type": "string",
+ "description": "End date of the opportunity timeline in ISO 8601 format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "priority",
+ "type": "string",
+ "description": "Priority level of the opportunity (e.g., Low, Medium, High).",
+ "required": false,
+ "defaultValue": "Medium"
+ },
+ {
+ "name": "tags",
+ "type": "array",
+ "description": "Tags or keywords associated with the opportunity for categorization or search.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured business opportunity object containing all input data plus a generated unique identifier and creation timestamp."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to create clear, consistent records of new business opportunities whenever the AI agent identifies a user intent to propose, log, or document potential business ventures or sales leads. It helps in organizing opportunity data systematically for follow-up or analysis.",
+ "limitations": "This tool does not validate financial accuracy or market feasibility; it creates structured data based solely on input parameters without assessing opportunity viability.",
+ "examples": [
+ "Create a new sales opportunity for a cloud software product targeting SMBs with expected revenue $100,000 starting next month.",
+ "Add an opportunity for a partnership deal with a vendor including timeline and priority information.",
+ "Generate a detailed entry of a new market expansion opportunity with relevant tags."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "business",
+ "opportunity",
+ "CRM",
+ "lead-management",
+ "sales",
+ "marketing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Cloud Migration Service\",\"description\":\"Offering cloud migration consulting and managed services for SMBs.\",\"targetMarket\":\"Small and Medium Businesses\",\"expectedRevenue\":100000,\"timelineStart\":\"2024-07-01\",\"timelineEnd\":\"2024-12-31\",\"priority\":\"High\",\"tags\":[\"cloud\",\"migration\",\"SMB\"]}",
+ "description": "Creating a high priority cloud migration service opportunity for small and medium businesses with expected revenue and timeline."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Opportunity",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createLead",
+ "description": "Generates a new business lead record based on provided contact details, company information, and lead qualification data. Processes the input to structure a standardized lead profile suitable for CRM ingestion or marketing outreach, outputting a complete lead object with unique ID, contact info, status, and tags.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "firstName",
+ "type": "string",
+ "description": "Lead's first name",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "lastName",
+ "type": "string",
+ "description": "Lead's last name",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "email",
+ "type": "string",
+ "description": "Lead's email address",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "phoneNumber",
+ "type": "string",
+ "description": "Lead's phone number",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "company",
+ "type": "string",
+ "description": "Lead's company name",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "jobTitle",
+ "type": "string",
+ "description": "Lead's job title or role",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "leadSource",
+ "type": "string",
+ "description": "Origin of the lead (e.g., conference, website, referral)",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "status",
+ "type": "string",
+ "description": "Current lead status (e.g., new, contacted, qualified)",
+ "required": false,
+ "defaultValue": "new"
+ },
+ {
+ "name": "tags",
+ "type": "array",
+ "description": "Optional list of tags to categorize the lead",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Standardized lead object including unique leadId, full contact info, status, and metadata"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create a structured business lead from raw contact and company data. Ideal for automating CRM entry or preparing leads for marketing/sales outreach. It helps standardize disparate input details into a usable lead entity.",
+ "limitations": "Does not verify contact validity or enrich lead data with third party sources. It assumes input correctness and completeness for best results.",
+ "examples": [
+ "Create a lead from conference sign-up data",
+ "Generate a new lead from website form submission",
+ "Add a new sales lead with contact and company details"
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "lead-generation",
+ "business",
+ "crm",
+ "marketing",
+ "sales",
+ "contact-management"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"firstName\":\"Jane\",\"lastName\":\"Doe\",\"email\":\"jane.doe@example.com\",\"phoneNumber\":\"+1234567890\",\"company\":\"ExampleCorp\",\"jobTitle\":\"Marketing Manager\",\"leadSource\":\"webinar\",\"status\":\"new\",\"tags\":[\"webinar\",\"marketing\"]}",
+ "description": "Create a new marketing lead from webinar signup data with basic contact and company info."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Lead",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createCustomer",
+ "description": "Creates a new customer profile for a business by accepting essential details such as name, contact info, address, and optional metadata. Validates inputs and returns the created customer's unique identifier and summary.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "firstName",
+ "type": "string",
+ "description": "Customer's first name",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "lastName",
+ "type": "string",
+ "description": "Customer's last name",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "email",
+ "type": "string",
+ "description": "Customer's email address for communication",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "phoneNumber",
+ "type": "string",
+ "description": "Customer's phone number",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "address",
+ "type": "object",
+ "description": "Physical address including street, city, state, postalCode, and country",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional key-value pairs for additional customer attributes or tags",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the unique customer ID, full name, contact info, and stored metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to register or update a new customer profile within a CRM or business system by providing required personal and contact details. Helpful for onboarding, account creation workflows, or customer data management scenarios.",
+ "limitations": "This tool does not handle customer authentication, credit checks, or complex validations beyond basic input format checks. It also does not integrate with payment systems or external databases automatically.",
+ "examples": [
+ "Create a new customer profile for John Doe with email and address.",
+ "Register a customer with metadata tags for marketing segmentation.",
+ "Add a phone number to a new customer profile creation request."
+ ]
+ },
+ "tags": [
+ "customer",
+ "creation",
+ "profile",
+ "contact",
+ "crm",
+ "business",
+ "management"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"firstName\":\"Jane\",\"lastName\":\"Smith\",\"email\":\"jane.smith@example.com\",\"phoneNumber\":\"123-456-7890\",\"address\":{\"street\":\"123 Main St\",\"city\":\"Anytown\",\"state\":\"CA\",\"postalCode\":\"12345\",\"country\":\"USA\"},\"metadata\":{\"preferredContactMethod\":\"email\",\"customerTier\":\"gold\"}}",
+ "description": "Create a complete customer profile with contact info and metadata tags."
+ },
+ {
+ "inputJson": "{\"firstName\":\"Mike\",\"lastName\":\"Brown\",\"email\":\"mike.brown@example.com\"}",
+ "description": "Create a minimal customer profile with just required fields."
+ },
+ {
+ "inputJson": "{\"firstName\":\"Anna\",\"lastName\":\"Lee\",\"email\":\"anna.lee@example.com\",\"metadata\":{\"newsletterSubscribed\":true}}",
+ "description": "Create customer profile including a subscription metadata flag."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Customer",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createChart",
+ "description": "Generates a customizable chart image based on provided data and parameters. Accepts data series, chart type, labels, and styling options to produce a chart in PNG or SVG format suitable for embedding in documents or web pages.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "chartType",
+ "type": "string",
+ "description": "Type of chart to create, e.g., 'bar', 'line', 'pie'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "data",
+ "type": "array",
+ "description": "Array of data series objects {name:string, values:number[]} representing datasets to plot.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "labels",
+ "type": "array",
+ "description": "Array of strings labeling the data points on the axis or pie slices.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the chart shown prominently above the chart area.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the output chart image in pixels.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the output chart image in pixels.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "colorScheme",
+ "type": "array",
+ "description": "Array of color strings to style each data series distinctively.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output image format, either 'png' or 'svg'.",
+ "required": false,
+ "defaultValue": "png"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the base64-encoded chart image string and its MIME type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating visual data representations like bar charts, line graphs, or pie charts from structured numeric data to embed as images in reports, presentations, or web content.",
+ "limitations": "Does not support interactive or animated charts, limited to standard chart types, and assumes data is numeric and properly preprocessed.",
+ "examples": [
+ "Create a bar chart comparing monthly sales figures for multiple products.",
+ "Generate a pie chart showing market share percentages for different brands.",
+ "Produce a line chart illustrating temperature changes over time."
+ ]
+ },
+ "tags": [
+ "chart",
+ "visualization",
+ "image",
+ "data",
+ "content",
+ "creation",
+ "graph",
+ "report"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"chartType\":\"bar\",\"data\":[{\"name\":\"Q1 Sales\",\"values\":[150,200,170]},{\"name\":\"Q2 Sales\",\"values\":[180,210,160]}],\"labels\":[\"January\",\"February\",\"March\"],\"title\":\"Quarterly Sales Comparison\",\"width\":800,\"height\":600,\"colorScheme\":[\"#4caf50\",\"#2196f3\"],\"outputFormat\":\"png\"}",
+ "description": "Bar chart comparing Q1 and Q2 sales across three months."
+ },
+ {
+ "inputJson": "{\"chartType\":\"pie\",\"data\":[{\"name\":\"Share\",\"values\":[40,30,20,10]}],\"labels\":[\"Brand A\",\"Brand B\",\"Brand C\",\"Brand D\"],\"title\":\"Market Share Distribution\",\"outputFormat\":\"svg\"}",
+ "description": "Pie chart illustrating market share distribution for four brands."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Chart",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createScreenshot",
+ "description": "Captures a screenshot of a specified web page or screen area on a device. Accepts URL or screen coordinates and optional viewport size, delay, and image format parameters. Returns the screenshot image encoded as base64 along with metadata such as dimensions and format.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "targetUrl",
+ "type": "string",
+ "description": "The full URL of the web page to capture a screenshot from. Required if areaCoordinates is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "areaCoordinates",
+ "type": "object",
+ "description": "An object defining the rectangular screen area to capture with top, left, width, and height properties in pixels. Required if targetUrl is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "viewportWidth",
+ "type": "number",
+ "description": "Width of the virtual viewport to render the page for screenshot, in pixels. Defaults to 1280.",
+ "required": false,
+ "defaultValue": "1280"
+ },
+ {
+ "name": "viewportHeight",
+ "type": "number",
+ "description": "Height of the virtual viewport to render the page for screenshot, in pixels. Defaults to 720.",
+ "required": false,
+ "defaultValue": "720"
+ },
+ {
+ "name": "delaySeconds",
+ "type": "number",
+ "description": "Time in seconds to wait after page load or before capturing area to allow dynamic content to render. Defaults to 0.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "imageFormat",
+ "type": "string",
+ "description": "The image format to output: png or jpeg. Defaults to png.",
+ "required": false,
+ "defaultValue": "png"
+ },
+ {
+ "name": "quality",
+ "type": "number",
+ "description": "Quality of the output image for jpeg format, from 0 to 100. Defaults to 80. Ignored for png.",
+ "required": false,
+ "defaultValue": "80"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the captured screenshot image as a base64 string, the image format, width, and height in pixels."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to visually capture the current state of a web page or a specific area on a screen for documentation, analysis, or content creation purposes. It works well for generating visual data from URLs or screen coordinates, supporting optional viewport sizing and delays for dynamic content.",
+ "limitations": "Cannot capture screenshots of local files or pages behind authentication without additional setup. Does not support video or interactive content capture. Image quality depends on viewport and format settings.",
+ "examples": [
+ "Capture a full-page screenshot of https://example.com in PNG format with default viewport.",
+ "Capture a 300x200 pixel area at coordinates (100,100) on the screen, output as JPEG with quality 70.",
+ "Capture https://news.example.com screenshot waiting 2 seconds after load to allow ads to appear."
+ ]
+ },
+ "tags": [
+ "screenshot",
+ "image",
+ "web-capture",
+ "content-creation",
+ "media"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"targetUrl\":\"https://example.com\",\"viewportWidth\":1280,\"viewportHeight\":720,\"imageFormat\":\"png\"}",
+ "description": "Capture a full-page screenshot of example.com in PNG with default viewport."
+ },
+ {
+ "inputJson": "{\"areaCoordinates\":{\"top\":100,\"left\":100,\"width\":300,\"height\":200},\"imageFormat\":\"jpeg\",\"quality\":70}",
+ "description": "Capture a 300x200 pixels area on screen at (100,100) output as JPEG with quality 70."
+ },
+ {
+ "inputJson": "{\"targetUrl\":\"https://news.example.com\",\"delaySeconds\":2,\"imageFormat\":\"png\"}",
+ "description": "Capture https://news.example.com with 2 seconds delay after load to ensure dynamic content is rendered."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Screenshot",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createDiagram",
+ "description": "Generates vector-based diagrams from structured input defining nodes, edges, styles, and layout preferences. Accepts JSON to specify diagram type (flowchart, network, UML), elements, and design options. Outputs a scalable SVG or PNG image file representing the constructed diagram suitable for embedding or download.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "diagramType",
+ "type": "string",
+ "description": "Type of diagram to create (e.g., flowchart, network, UML)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "nodes",
+ "type": "array",
+ "description": "Array of node objects each with id, label, and optional properties like shape or color",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "edges",
+ "type": "array",
+ "description": "Array of edge objects defining source and target node ids, labels, and optional style attributes",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "layout",
+ "type": "string",
+ "description": "Preferred layout style (e.g., hierarchical, radial, force-directed) to arrange the diagram automatically",
+ "required": false,
+ "defaultValue": "hierarchical"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output image format: 'svg' (default) or 'png'",
+ "required": false,
+ "defaultValue": "svg"
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the output image in pixels",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the output image in pixels",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "includeLegend",
+ "type": "boolean",
+ "description": "Whether to include a legend describing node and edge types",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing the diagram image as a base64 string and metadata describing format, width, height, and type"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to programmatically generate clear, structured diagrams for documentation, reports, visual explanations, or presentations from defined node and edge data. It is ideal when you require vector output with customizable styling and layout from raw data inputs.",
+ "limitations": "This tool does not perform freeform drawing or recognize hand-drawn shapes; it requires structured input data. It cannot generate complex animations or interactive diagrams but static images only.",
+ "examples": [
+ "Create a flowchart diagram from a list of steps and connections.",
+ "Generate a UML class diagram representing classes and their relationships.",
+ "Produce a network topology visualization from node and edge lists with specified layout."
+ ]
+ },
+ "tags": [
+ "diagram",
+ "visualization",
+ "content-creation",
+ "flowchart",
+ "UML",
+ "network",
+ "vector-graphics"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"diagramType\":\"flowchart\",\"nodes\":[{\"id\":\"start\",\"label\":\"Start\",\"shape\":\"circle\",\"color\":\"green\"},{\"id\":\"step1\",\"label\":\"Do Task A\",\"shape\":\"rectangle\"},{\"id\":\"end\",\"label\":\"End\",\"shape\":\"circle\",\"color\":\"red\"}],\"edges\":[{\"source\":\"start\",\"target\":\"step1\"},{\"source\":\"step1\",\"target\":\"end\"}],\"layout\":\"hierarchical\",\"outputFormat\":\"svg\",\"width\":800,\"height\":600,\"includeLegend\":true}",
+ "description": "Generate a simple flowchart diagram illustrating a process from start to end with a single task."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Diagram",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createHTML",
+ "description": "Generates customizable HTML code based on specified parameters such as title, body content, styles, and scripts. Accepts input for key HTML components and outputs a complete HTML document string that can be used directly in web pages or projects.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title text for the HTML document's tag, displayed in the browser tab.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "bodyContent",
+ "type": "string",
+ "description": "HTML content to be placed inside the <body> tag, including text, images, or other HTML elements.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "inlineCSS",
+ "type": "string",
+ "description": "CSS styles to be included within a <style> tag inside the <head> section for custom styling.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "externalCSSLinks",
+ "type": "array",
+ "description": "Array of URLs linking to external CSS stylesheets to include via <link> tags.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "inlineScripts",
+ "type": "string",
+ "description": "JavaScript code to be embedded inside <script> tags just before the closing </body> tag.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "externalScriptLinks",
+ "type": "array",
+ "description": "Array of URLs linking to external JavaScript files to include via <script src=\"...\"> tags before </body>.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code to set the lang attribute on the <html> element (e.g., 'en').",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single 'html' string with the fully constructed HTML document."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to create complete, ready-to-use HTML documents dynamically from structured inputs for websites, prototypes, or content generation when needing custom titles, body content, styles, and scripts added automatically.",
+ "limitations": "Does not render or execute the HTML, does not validate input HTML or scripts for security or correctness, and expects well-formed inputs; complex dynamic behavior (e.g., interactive single-page apps) should be handled separately.",
+ "examples": [
+ "Create a simple HTML page titled 'My Page' with a welcome message in the body.",
+ "Generate an HTML page with inline CSS for styling and external JavaScript files included.",
+ "Produce an HTML document in Spanish with localized language attribute and a custom inline script."
+ ]
+ },
+ "tags": [
+ "content",
+ "HTML",
+ "web",
+ "generate",
+ "static-page",
+ "template"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Welcome\",\"bodyContent\":\"<h1>Hello World</h1><p>This is a test page.</p>\",\"inlineCSS\":\"body { font-family: Arial; color: #333; } h1 { color: blue; }\",\"externalCSSLinks\":[],\"inlineScripts\":\"console.log('Page loaded');\",\"externalScriptLinks\":[],\"language\":\"en\"}",
+ "description": "Creates a basic HTML page with styled header and a console log script."
+ },
+ {
+ "inputJson": "{\"title\":\"Gallery\",\"bodyContent\":\"<div><img src='photo.jpg' alt='Photo'><p>Photo Caption</p></div>\",\"inlineCSS\":\"div { border: 1px solid #ccc; padding: 10px; } img { max-width: 100%; }\",\"externalCSSLinks\":[\"https://cdnjs.cloudflare.com/ajax/libs/normalize/8.0.1/normalize.min.css\"],\"inlineScripts\":\"\",\"externalScriptLinks\":[\"https://code.jquery.com/jquery-3.6.0.min.js\"],\"language\":\"en\"}",
+ "description": "Generates an HTML page displaying an image with caption, uses external normalize CSS and jQuery script."
+ },
+ {
+ "inputJson": "{\"title\":\"Página Principal\",\"bodyContent\":\"<h1>Bienvenidos a mi sitio</h1><p>Contenido en español.</p>\",\"inlineCSS\":\"body { background-color: #fafafa; }\",\"externalCSSLinks\":[],\"inlineScripts\":\"alert('Bienvenido!');\",\"externalScriptLinks\":[],\"language\":\"es\"}",
+ "description": "Creates a Spanish language page with inline styles and an alert script."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "HTML",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createFile",
+ "description": "Generates a new digital file of specified type and content. Accepts parameters including file type (e.g., text, markdown, json, image), content data, optional metadata like filename and encoding. Produces a file object with contents encoded appropriately, ready for storage or further processing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "fileType",
+ "type": "string",
+ "description": "The type of file to create, such as 'txt', 'md', 'json', 'png', or 'jpg'. Determines expected content format and encoding.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "content",
+ "type": "string",
+ "description": "The raw content to put inside the file. For text-based files, plain string content; for image files, a base64 encoded string representation of the image data.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "fileName",
+ "type": "string",
+ "description": "Optional custom filename without extension. If omitted, a default name will be generated.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "encoding",
+ "type": "string",
+ "description": "Character encoding for text files, e.g., 'utf-8'. Ignored for binary files like images.",
+ "required": false,
+ "defaultValue": "utf-8"
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional additional metadata to attach to the file, such as description or tags.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the created file, including the full filename, content encoded suitably, fileType, encoding used, and any metadata attached."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create and output a digital file containing user-specified content. This applies to generating text documents, code files, JSON data files, or base64-encoded images for storage, transmission, or further manipulation. It supports both textual content and encoded binary content.",
+ "limitations": "This tool cannot generate complex binary files from raw data aside from base64 strings, nor can it validate or parse content. It does not handle file uploading or persistent storage itself.",
+ "examples": [
+ "Create a markdown file with notes about a project",
+ "Generate a JSON config file with provided settings",
+ "Create a PNG image file from a base64 string of image data"
+ ]
+ },
+ "tags": [
+ "file",
+ "creation",
+ "content-generation",
+ "text",
+ "image",
+ "encoding",
+ "document",
+ "media"
+ ],
+ "examples": [
+ {
+ "inputJson": "{ \"fileType\": \"md\", \"content\": \"# Project Title\\nThis is a markdown file.\", \"fileName\": \"project_notes\" }",
+ "description": "Creates a markdown (.md) file named 'project_notes.md' containing a simple header and text."
+ },
+ {
+ "inputJson": "{ \"fileType\": \"json\", \"content\": \"{\\\"theme\\\": \\\"dark\\\", \\\"version\\\": 1}\", \"fileName\": \"config\" }",
+ "description": "Creates a JSON file named 'config.json' with configuration data."
+ },
+ {
+ "inputJson": "{ \"fileType\": \"png\", \"content\": \"iVBORw0KGgoAAAANSUhEUgAAAAUA\", \"fileName\": \"image1\" }",
+ "description": "Creates a PNG image file named 'image1.png' from a base64 encoded image content string."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "File",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createAttachment",
+ "description": "Creates a media attachment object from provided content and metadata. Accepts raw media content or a URL, along with metadata like filename, content type, and description. Processes input to generate an attachment object with accessible link, file details, and optional thumbnail or preview data.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "content",
+ "type": "string",
+ "description": "Base64-encoded raw media content or empty if using url. Required if url is empty.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL pointing to the media resource, used if raw content is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fileName",
+ "type": "string",
+ "description": "Name of the file including extension (e.g., 'photo.jpg').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contentType",
+ "type": "string",
+ "description": "MIME type of the attachment (e.g., 'image/jpeg', 'application/pdf').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Optional textual description or caption for the attachment.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "thumbnailBase64",
+ "type": "string",
+ "description": "Optional base64-encoded thumbnail image for preview purposes.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the created attachment including accessible URL, filename, content-type, description, and optional thumbnail data."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating or uploading media attachments within content creation workflows, such as adding images, documents, or videos to posts, messages, or content records. It helps consolidate provided content or external URLs into a standardized attachment object for downstream use.",
+ "limitations": "This tool does not perform media content validation, virus scanning, or storage. It does not upload content to remote servers by itself and depends on externally hosted URLs or pre-uploaded content encoded in base64.",
+ "examples": [
+ "Create an image attachment from base64 content with a description.",
+ "Generate a PDF attachment that references an external URL.",
+ "Add a video attachment including a thumbnail preview image."
+ ]
+ },
+ "tags": [
+ "content",
+ "media",
+ "attachment",
+ "creation",
+ "upload",
+ "file",
+ "base64",
+ "url"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"content\":\"iVBORw0KGgoAAAANSUhEUgAAA...\",\"url\":\"\",\"fileName\":\"example.png\",\"contentType\":\"image/png\",\"description\":\"Screenshot of the chart\",\"thumbnailBase64\":\"iVBORw0KGgoAAAANSUhEUgAAA...\"}",
+ "description": "Creating a PNG image attachment from raw base64 content with description and thumbnail."
+ },
+ {
+ "inputJson": "{\"content\":\"\",\"url\":\"https://example.com/files/document.pdf\",\"fileName\":\"document.pdf\",\"contentType\":\"application/pdf\",\"description\":\"Annual report PDF attachment.\",\"thumbnailBase64\":\"\"}",
+ "description": "Creating a PDF attachment referencing an external URL, no raw content included."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Attachment",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createVideo",
+ "description": "Creates a video from given media inputs including images, audio clips, and video clips. It allows specification of durations, transitions, and overlay text to produce a cohesive output video file in popular formats. Inputs are processed sequentially and compiled into a single rendered video output path or URL.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "mediaItems",
+ "type": "array",
+ "description": "An ordered list of media objects (images, audio, or video) with timing and effects to include in the video. Each item specifies type, source URL or path, duration (seconds), and optional text overlay.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output video format such as mp4, mov, or webm.",
+ "required": false,
+ "defaultValue": "mp4"
+ },
+ {
+ "name": "resolution",
+ "type": "string",
+ "description": "Output video resolution in WIDTHxHEIGHT format, e.g., 1920x1080.",
+ "required": false,
+ "defaultValue": "1920x1080"
+ },
+ {
+ "name": "frameRate",
+ "type": "number",
+ "description": "Frames per second for the output video.",
+ "required": false,
+ "defaultValue": "30"
+ },
+ {
+ "name": "backgroundColor",
+ "type": "string",
+ "description": "Hex code or named color for background areas if media does not fill frames.",
+ "required": false,
+ "defaultValue": "#000000"
+ },
+ {
+ "name": "transitionType",
+ "type": "string",
+ "description": "Type of transition between media items, e.g., fade, slide, cut.",
+ "required": false,
+ "defaultValue": "fade"
+ },
+ {
+ "name": "transitionDuration",
+ "type": "number",
+ "description": "Duration in seconds of transitions between media items.",
+ "required": false,
+ "defaultValue": "1"
+ },
+ {
+ "name": "muteAudio",
+ "type": "boolean",
+ "description": "If true, all audio tracks will be muted in the output video.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing output video file URL or path and metadata like duration and format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to programmatically compose and generate custom videos combining images, audio, and video clips with control over timing, transitions, resolutions, and overlays. Ideal for generating promotional videos, slideshows, tutorials, or social media content when dynamic video creation is required.",
+ "limitations": "This tool does not perform advanced video editing like motion tracking, color grading, or 3D effects. It requires properly formatted media inputs and does not generate original video content from scratch.",
+ "examples": [
+ "Create a promotional video from product images and background music with smooth fades.",
+ "Generate a slideshow video from vacation photos with captions and upbeat audio.",
+ "Compile multiple video clips into one video with uniform resolution and crossfade transitions."
+ ]
+ },
+ "tags": [
+ "video",
+ "creation",
+ "media",
+ "editing",
+ "content",
+ "slideshow",
+ "promotional"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"mediaItems\":[{\"type\":\"image\",\"source\":\"https://example.com/image1.jpg\",\"duration\":5,\"overlayText\":\"Welcome to Our Product\"},{\"type\":\"audio\",\"source\":\"https://example.com/music.mp3\"},{\"type\":\"video\",\"source\":\"https://example.com/clip1.mp4\",\"duration\":10}],\"outputFormat\":\"mp4\",\"resolution\":\"1280x720\",\"frameRate\":30,\"backgroundColor\":\"#ffffff\",\"transitionType\":\"fade\",\"transitionDuration\":1,\"muteAudio\":false}",
+ "description": "Create a 1280x720 mp4 video combining an image with overlay text, background music, and a short video clip using fade transitions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Video",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createAudio",
+ "description": "Generates a digital audio file from provided text or audio parameters. Accepts text to synthesize speech or musical note sequences to produce sound. Processes input through synthesis engines to output audio in specified format.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "inputText",
+ "type": "string",
+ "description": "Text content to be converted to speech audio.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "musicalNotes",
+ "type": "array",
+ "description": "Array of musical notes and durations for melody generation.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "voiceType",
+ "type": "string",
+ "description": "Type of voice for speech synthesis (e.g., male, female, robot).",
+ "required": false,
+ "defaultValue": "female"
+ },
+ {
+ "name": "audioFormat",
+ "type": "string",
+ "description": "Desired output audio file format (e.g., mp3, wav, ogg).",
+ "required": true,
+ "defaultValue": "mp3"
+ },
+ {
+ "name": "sampleRate",
+ "type": "number",
+ "description": "Sample rate in Hz for the output audio file.",
+ "required": false,
+ "defaultValue": "44100"
+ },
+ {
+ "name": "bitRate",
+ "type": "number",
+ "description": "Bitrate in kbps for the output audio quality.",
+ "required": false,
+ "defaultValue": "192"
+ },
+ {
+ "name": "includeBackgroundMusic",
+ "type": "boolean",
+ "description": "Whether to add background music under synthesized speech.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing a base64 encoded audio file and metadata including format, duration, and sample rate."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate speech audio from text for narration, audiobooks, or voice responses, or to create simple musical audio from note sequences. Useful in content creation workflows that require audio generation without manual recording.",
+ "limitations": "Cannot produce complex multi-instrument compositions or understand intent/context beyond text-to-speech and basic note-to-audio synthesis. Background music options are limited and not customizable beyond a preset selection.",
+ "examples": [
+ "Create an mp3 speech audio narrating a paragraph of text with a female voice.",
+ "Generate a wav audio clip playing a simple melody from given musical notes.",
+ "Produce an ogg file with speech and soft background music included."
+ ]
+ },
+ "tags": [
+ "audio",
+ "content-creation",
+ "text-to-speech",
+ "music-synthesis",
+ "media-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputText\":\"Hello, welcome to our podcast!\",\"voiceType\":\"female\",\"audioFormat\":\"mp3\",\"sampleRate\":44100}",
+ "description": "Create a female voiced mp3 speech audio from input text."
+ },
+ {
+ "inputJson": "{\"musicalNotes\":[{\"note\":\"C4\",\"duration\":1},{\"note\":\"E4\",\"duration\":1},{\"note\":\"G4\",\"duration\":2}],\"audioFormat\":\"wav\"}",
+ "description": "Generate a wav audio clip singing a C major chord progression from notes."
+ },
+ {
+ "inputJson": "{\"inputText\":\"This is an announcement.\",\"audioFormat\":\"ogg\",\"includeBackgroundMusic\":true}",
+ "description": "Produce an ogg speech audio with background music included."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Audio",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createImage",
+ "description": "Generates a digital image based on textual prompts and customization parameters. Accepts description text, style options, dimensions, and optional color schemes, then processes these inputs using generative AI models to produce an image file output in PNG or JPEG format.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "prompt",
+ "type": "string",
+ "description": "Text describing the content and style of the image to generate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the generated image in pixels. Common sizes: 256, 512, 1024.",
+ "required": false,
+ "defaultValue": "512"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the generated image in pixels. Common sizes: 256, 512, 1024.",
+ "required": false,
+ "defaultValue": "512"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Artistic style or theme for the image (e.g., 'photorealistic', 'cartoon', 'abstract').",
+ "required": false,
+ "defaultValue": "photorealistic"
+ },
+ {
+ "name": "colorScheme",
+ "type": "string",
+ "description": "Preferred color scheme or palette (e.g., 'vibrant', 'monochrome', 'pastel').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output image file format: 'png' or 'jpeg'.",
+ "required": false,
+ "defaultValue": "png"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Output object containing the image data as a Base64-encoded string and metadata about the generated image (width, height, format)."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a customized digital image from a textual description, such as for marketing visuals, story illustrations, concept art, or UI design mockups. It supports flexible input parameters to tailor image style, size, colors, and format to specific needs.",
+ "limitations": "Cannot produce images with copyrighted content or highly detailed photographic accuracy beyond model capabilities. May generate artifacts or unintended elements depending on prompt clarity.",
+ "examples": [
+ "Generate a 512x512 photorealistic image of a red sports car.",
+ "Create a pastel-colored cartoon-style illustration of a cat playing piano.",
+ "Produce a 1024x1024 abstract image with monochrome color scheme."
+ ]
+ },
+ "tags": [
+ "image generation",
+ "AI art",
+ "digital content",
+ "creative tools",
+ "media creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"prompt\":\"A futuristic cityscape at sunset, photorealistic style\",\"width\":1024,\"height\":768,\"style\":\"photorealistic\",\"colorScheme\":\"vibrant\",\"format\":\"png\"}",
+ "description": "Generate a large photorealistic vibrant image of a futuristic cityscape at sunset."
+ },
+ {
+ "inputJson": "{\"prompt\":\"Cute cartoon puppy with a blue collar\",\"style\":\"cartoon\",\"format\":\"jpeg\"}",
+ "description": "Create a cartoon-style JPEG image of a cute puppy wearing a blue collar with default size."
+ },
+ {
+ "inputJson": "{\"prompt\":\"Abstract geometric shapes\",\"width\":512,\"height\":512,\"style\":\"abstract\",\"colorScheme\":\"monochrome\"}",
+ "description": "Produce a 512x512 abstract monochrome image with geometric shapes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Image",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createYAML",
+ "description": "Generates a YAML formatted string from structured input data. Accepts objects or arrays representing data structures, processes them into YAML syntax with optional formatting preferences, and outputs a valid YAML string ready for configuration files, data exchange, or documentation.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "object",
+ "description": "The JSON-compatible object or array to convert into YAML format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentation",
+ "type": "number",
+ "description": "Number of spaces used for indentation in the YAML output; default is 2 spaces.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "includeDocumentStart",
+ "type": "boolean",
+ "description": "Whether to include the YAML document start marker '---' at the beginning.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "lineWidth",
+ "type": "number",
+ "description": "Maximum line width for folded text strings; use 0 for no line folding.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "sortKeys",
+ "type": "boolean",
+ "description": "Whether to sort object keys alphabetically in the output YAML.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated YAML string under the key 'yamlString'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate clean, human-readable YAML files from in-memory data structures, such as for configuration files, data serialization, or communication with systems that consume YAML. It is ideal in automation, templating, or code generation contexts where YAML output is required.",
+ "limitations": "Does not support advanced YAML features like custom tags, anchors/references, or binary data. It only converts standard JSON-compatible data types to YAML.",
+ "examples": [
+ "Generate a YAML file for a configuration object with nested dictionaries and lists.",
+ "Create a YAML string from an array of objects sorted by keys for documentation.",
+ "Produce a compact YAML output without the document start marker for embedding in another file."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "yaml",
+ "data serialization",
+ "configuration",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":{\"name\":\"exampleConfig\",\"version\":1,\"features\":[\"featureA\",\"featureB\"],\"settings\":{\"enabled\":true,\"threshold\":10}},\"indentation\":4,\"includeDocumentStart\":true,\"lineWidth\":80,\"sortKeys\":false}",
+ "description": "Generate YAML from a nested configuration object with 4-space indentation and document start marker."
+ },
+ {
+ "inputJson": "{\"data\":[{\"id\":3,\"name\":\"Charlie\"},{\"id\":1,\"name\":\"Alice\"},{\"id\":2,\"name\":\"Bob\"}],\"indentation\":2,\"includeDocumentStart\":false,\"lineWidth\":0,\"sortKeys\":true}",
+ "description": "Create YAML string from array of objects with keys sorted alphabetically, no document start marker, and no line folding."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "YAML",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createXML",
+ "description": "Generates a well-formed XML string from a nested JavaScript object input. It accepts an object representing XML elements with their attributes and child elements, processes this structure recursively, and outputs a valid XML string representation ready for storage, transmission, or further processing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "xmlObject",
+ "type": "object",
+ "description": "A nested object representing the XML structure to generate. Each key is an element name; its value can be a string (element text), object (attributes and children), or array (multiple elements).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "rootElementName",
+ "type": "string",
+ "description": "The name of the root XML element to wrap the generated content. If empty, the highest-level keys in xmlObject become root elements.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeDeclaration",
+ "type": "boolean",
+ "description": "Whether to include the XML declaration header (e.g. '<?xml version=\"1.0\" encoding=\"UTF-8\"?>').",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "indent",
+ "type": "string",
+ "description": "String used for indentation of nested elements for readability, e.g., '\\t' or ' '. Use empty string for no indentation.",
+ "required": false,
+ "defaultValue": " "
+ },
+ {
+ "name": "encoding",
+ "type": "string",
+ "description": "XML encoding to specify in the declaration, e.g., 'UTF-8'. Ignored if includeDeclaration is false.",
+ "required": false,
+ "defaultValue": "UTF-8"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object with a single property 'xmlString' containing the generated XML document as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert structured data from JavaScript objects into a formatted XML document for configuration, data exchange, or storage purposes. It is ideal for generating custom XML outputs from complex nested data, supporting attributes and mixed content, ensuring well-formedness and optional declaration headers.",
+ "limitations": "This tool does not perform XML schema validation, entity resolution, or advanced XML transformations like XSLT. It assumes valid input structure representing XML. It does not support XML namespaces or processing instructions beyond the declaration.",
+ "examples": [
+ "Create an XML document representing a book catalog from nested objects.",
+ "Generate configuration XML with attributes and multiple nested elements.",
+ "Produce XML feed data from a structured JSON-like object input."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "XML generation",
+ "data serialization",
+ "structured data",
+ "format conversion"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"xmlObject\":{\"catalog\":{\"book\":[{\"@id\":\"bk101\",\"author\":\"Gambardella, Matthew\",\"title\":\"XML Developer's Guide\",\"genre\":\"Computer\"},{\"@id\":\"bk102\",\"author\":\"Ralls, Kim\",\"title\":\"Midnight Rain\",\"genre\":\"Fantasy\"}]}},\"rootElementName\":\"catalog\",\"includeDeclaration\":true,\"indent\":\" \",\"encoding\":\"UTF-8\"}",
+ "description": "Generate a catalog XML document with multiple book entries, including attributes for book ids and child elements for author, title, and genre."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "XML",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createMarkdown",
+ "description": "Generates a Markdown formatted document from structured input. Accepts a title, optional sections with headers and paragraphs, bullet and numbered lists, and inline formatting options, then outputs a correctly formatted Markdown string representing the content.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Main title of the Markdown document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "Array of section objects, each with optional header, content paragraphs, and lists.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to generate a table of contents based on section headers.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Markdown flavor/style to apply (e.g., 'GitHub', 'CommonMark').",
+ "required": false,
+ "defaultValue": "GitHub"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the full Markdown string output under the 'markdown' property."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce well-structured, formatted documentation, README files, or content summaries in Markdown format from raw or structured text input. It helps standardize output for technical writing, blog posts, or quick documentation generation.",
+ "limitations": "Does not validate external Markdown syntax extensions or embedded multimedia; complex tables, diagrams, or advanced Markdown features may require manual adjustment.",
+ "examples": [
+ "Create a README with project title and sections with bullet points.",
+ "Generate a Markdown summary with a table of contents for a user guide.",
+ "Produce documentation notes with different Markdown flavors."
+ ]
+ },
+ "tags": [
+ "content",
+ "markdown",
+ "document-generation",
+ "text-formatting",
+ "documentation",
+ "readme"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Project Apollo\",\"sections\":[{\"header\":\"Introduction\",\"paragraphs\":[\"This is the Apollo project.\"],\"bulletList\":[\"Goal 1\",\"Goal 2\"]},{\"header\":\"Installation\",\"paragraphs\":[\"Follow the steps to install.\"],\"numberedList\":[\"Download\",\"Install\",\"Run\"]}],\"includeTableOfContents\":true,\"theme\":\"GitHub\"}",
+ "description": "Generate a README file with title, sections, bullet and numbered lists, and a table of contents using GitHub markdown style."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Markdown",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createJSON",
+ "description": "Generates a well-structured JSON object from provided key-value pairs or nested data definitions. Accepts input as a flat or nested object with string keys and various JSON-compatible value types, validates format, and returns a formatted JSON string for use in APIs, configs, or data exchange.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "dataObject",
+ "type": "object",
+ "description": "The main data object containing key-value pairs or nested objects to be converted into JSON format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentation",
+ "type": "number",
+ "description": "Number of spaces to use for JSON indentation to improve readability. Use 0 for compact JSON.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "sortKeys",
+ "type": "boolean",
+ "description": "Specifies whether to sort the keys in the output JSON alphabetically for consistency.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "stripNulls",
+ "type": "boolean",
+ "description": "If true, properties with null values will be omitted from the resulting JSON output.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated JSON string under 'jsonString' key and a 'success' boolean indicating format validity."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert structured data or nested key-value definitions into valid JSON format, suitable for API requests, configuration files, or data interchange. It ensures proper formatting, optional key sorting, and null value handling.",
+ "limitations": "Does not perform schema validation or complex data type conversions beyond standard JSON types. Cannot merge multiple dataObjects or resolve references inside the data.",
+ "examples": [
+ "Create a JSON string from configuration settings with indentation 4 and sorted keys.",
+ "Generate compact JSON from nested user profile data, stripping null properties.",
+ "Convert a simple key-value mapping into JSON without indentation."
+ ]
+ },
+ "tags": [
+ "json",
+ "content-creation",
+ "data-formatting",
+ "json-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataObject\":{\"name\":\"Alice\",\"age\":30,\"email\":null},\"indentation\":4,\"sortKeys\":true,\"stripNulls\":true}",
+ "description": "Generates indented JSON from a user object, sorts keys alphabetically, and removes null email field."
+ },
+ {
+ "inputJson": "{\"dataObject\":{\"task\":\"Write report\",\"completed\":false},\"indentation\":0,\"sortKeys\":false,\"stripNulls\":false}",
+ "description": "Creates compact JSON output from a simple task object preserving all fields."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "JSON",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createWorkflow",
+ "description": "Creates a customized content creation workflow by accepting a sequence of tasks, conditions, and roles. Input includes task definitions, dependencies, and assignment details. The tool processes these inputs to generate a structured workflow plan outlining the order of content creation steps with responsibilities, ready for integration or execution.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "workflowName",
+ "type": "string",
+ "description": "A descriptive name for the workflow being created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tasks",
+ "type": "array",
+ "description": "An array of task objects defining each step, including task id, description, and estimated duration.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dependencies",
+ "type": "array",
+ "description": "List of dependency pairs indicating task order, each with fromTaskId and toTaskId.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "roles",
+ "type": "array",
+ "description": "List of roles or user groups that can be assigned tasks within the workflow.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "assignments",
+ "type": "object",
+ "description": "Mapping of task ids to roles or users responsible for completing them.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "conditionalLogic",
+ "type": "array",
+ "description": "Optional conditions to control branching in the workflow based on task outcomes or variables.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Optional detailed description or purpose of the workflow.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A detailed representation of the workflow including tasks, dependencies, assignments, and execution order as a structured plan."
+ },
+ "aiAgent": {
+ "useCase": "When an AI agent needs to plan and automate sequences of content creation tasks including task order, dependencies, role assignments, and conditional steps, this tool helps by generating a structured workflow plan. Ideal for coordinating collaborative content projects or managing complex content pipelines.",
+ "limitations": "This tool does not execute the workflow or connect directly to task management systems; it only generates the structured workflow plan. It cannot infer tasks, dependencies, or assignments without explicit input data.",
+ "examples": [
+ "Create a workflow for blog content creation with tasks like research, writing, editing, approval, and publishing, including role assignments.",
+ "Design a conditional content production workflow that includes a review step only if the draft is marked incomplete.",
+ "Generate a workflow with dependencies and multiple roles for a video production and scriptwriting team."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "workflow management",
+ "task planning",
+ "automation",
+ "collaboration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"workflowName\":\"Blog Post Creation\",\"tasks\":[{\"id\":\"t1\",\"description\":\"Research topic\",\"duration\":2},{\"id\":\"t2\",\"description\":\"Write draft\",\"duration\":4},{\"id\":\"t3\",\"description\":\"Edit draft\",\"duration\":2},{\"id\":\"t4\",\"description\":\"Publish post\",\"duration\":1}],\"dependencies\":[{\"fromTaskId\":\"t1\",\"toTaskId\":\"t2\"},{\"fromTaskId\":\"t2\",\"toTaskId\":\"t3\"},{\"fromTaskId\":\"t3\",\"toTaskId\":\"t4\"}],\"roles\":[\"Researcher\",\"Writer\",\"Editor\",\"Publisher\"],\"assignments\":{\"t1\":\"Researcher\",\"t2\":\"Writer\",\"t3\":\"Editor\",\"t4\":\"Publisher\"},\"description\":\"Workflow for producing a blog post from research to publication.\"}",
+ "description": "A standard blog content creation workflow with defined tasks, dependencies, and role assignments."
+ },
+ {
+ "inputJson": "{\"workflowName\":\"Conditional Review Workflow\",\"tasks\":[{\"id\":\"draft\",\"description\":\"Write draft\",\"duration\":3},{\"id\":\"review\",\"description\":\"Review draft\",\"duration\":2},{\"id\":\"finalize\",\"description\":\"Finalize content\",\"duration\":1}],\"dependencies\":[{\"fromTaskId\":\"draft\",\"toTaskId\":\"review\"},{\"fromTaskId\":\"review\",\"toTaskId\":\"finalize\"}],\"roles\":[\"Author\",\"Reviewer\"],\"assignments\":{\"draft\":\"Author\",\"review\":\"Reviewer\",\"finalize\":\"Author\"},\"conditionalLogic\":[{\"condition\":\"reviewOutcome == 'incomplete'\",\"taskToExecute\":\"review\"}],\"description\":\"Content workflow with conditional review step based on review outcome.\"}",
+ "description": "Workflow including conditional logic to perform review step only if necessary."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Workflow",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createCSV",
+ "description": "Generates a CSV-formatted string from structured data input. Accepts an array of objects where each object represents a row, using specified keys as columns. Outputs a CSV string with configurable delimiter, quote character, and header inclusion options.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "array",
+ "description": "Array of objects representing rows of data to be converted to CSV. Each object's keys correspond to CSV columns.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "columns",
+ "type": "array",
+ "description": "Optional array of strings specifying the order and names of columns to include in the CSV. Defaults to keys from the first row.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "delimiter",
+ "type": "string",
+ "description": "Character used to separate columns in the CSV output, default is comma (,).",
+ "required": false,
+ "defaultValue": ","
+ },
+ {
+ "name": "quoteChar",
+ "type": "string",
+ "description": "Character used to quote fields containing delimiters or special characters, default is double quote (\").",
+ "required": false,
+ "defaultValue": "\""
+ },
+ {
+ "name": "includeHeader",
+ "type": "boolean",
+ "description": "Whether to include a header row with column names in the CSV output, default is true.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "string",
+ "description": "A string representing the input data formatted as a CSV file, ready for saving or transmission."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert structured JSON-like data into CSV format for interoperability, data export, or preparation for spreadsheet applications. It is especially useful when working with tabular data stored in objects and you want a quickly generated, properly escaped CSV string.",
+ "limitations": "This tool does not support nested objects or arrays within the data rows beyond simple key-value pairs. It assumes flat structures for reliable CSV generation.",
+ "examples": [
+ "Generate CSV from an array of user record objects to export user data.",
+ "Create CSV with a custom delimiter and without header for special import requirements.",
+ "Export a subset of fields by specifying the columns parameter."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "CSV",
+ "data export",
+ "format conversion",
+ "spreadsheet"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":[{\"name\":\"Alice\",\"age\":30,\"city\":\"New York\"},{\"name\":\"Bob\",\"age\":25,\"city\":\"Los Angeles\"}]}",
+ "description": "Basic CSV generation from array of user data objects with default comma delimiter and header."
+ },
+ {
+ "inputJson": "{\"data\":[{\"product\":\"Widget\",\"price\":9.99,\"qty\":100},{\"product\":\"Gadget\",\"price\":19.95,\"qty\":50}],\"delimiter\":\";\",\"includeHeader\":true}",
+ "description": "CSV with semicolon delimiter from product inventory data, including header row."
+ },
+ {
+ "inputJson": "{\"data\":[{\"name\":\"Alice\",\"age\":30,\"city\":\"New York\"},{\"name\":\"Bob\",\"age\":25,\"city\":\"Los Angeles\"}],\"columns\":[\"name\",\"city\"],\"includeHeader\":false}",
+ "description": "CSV output with only selected columns and no header row."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "CSV",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createTable",
+ "description": "Generates a structured data table from provided headers and rows. Accepts table column headers and an array of data rows matching those headers. Outputs a JSON representation of the table, with rows as objects keyed by header names, suitable for display or further processing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "headers",
+ "type": "array",
+ "description": "An array of strings representing the column headers of the table.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "rows",
+ "type": "array",
+ "description": "An array of arrays, where each inner array represents a row of data corresponding to the headers.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "caption",
+ "type": "string",
+ "description": "Optional descriptive caption for the table.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeIndex",
+ "type": "boolean",
+ "description": "Flag indicating whether to include an index column numbering the rows starting at 1.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with 'headers', 'rows', and optional 'caption', representing the structured table data. Each row is an object mapping header keys to respective cell values. If includeIndex is true, an 'index' key is added to each row."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to create or structure tabular data from raw arrays or textual lists, such as generating display tables for reports, summaries, or embedding structured content in documents or applications. It is useful for converting loose data into a consistent table format.",
+ "limitations": "Does not generate table layouts, styles, or visual rendering. It only structures data logically. It assumes rows match headers in length and does not validate data types beyond basic alignment.",
+ "examples": [
+ "Create a table with user info headers and user list rows.",
+ "Generate a product inventory table with headers and data rows, including index.",
+ "Add a caption and produce JSON table from sales data arrays."
+ ]
+ },
+ "tags": [
+ "content",
+ "table",
+ "data-structure",
+ "generation",
+ "json",
+ "tabular",
+ "rows",
+ "headers"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"headers\":[\"Name\",\"Age\",\"City\"],\"rows\":[[\"Alice\",30,\"New York\"],[\"Bob\",25,\"Chicago\"]],\"caption\":\"User Information\",\"includeIndex\":true}",
+ "description": "Create a user table with name, age, city columns, including row index and caption."
+ },
+ {
+ "inputJson": "{\"headers\":[\"Product\",\"Price\",\"Quantity\"],\"rows\":[[\"Widget\",19.99,10],[\"Gadget\",29.99,5]],\"includeIndex\":false}",
+ "description": "Generate a product list table without an index or caption."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Table",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createDataset",
+ "description": "Generates a structured dataset based on user-defined schema and data sources. Accepts parameters for dataset fields, data types, number of records, and optional data source URLs or seed data. Outputs a JSON-formatted dataset with the specified structure and content.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "schema",
+ "type": "array",
+ "description": "Array of field definitions where each field specifies a name and data type for dataset columns.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recordCount",
+ "type": "number",
+ "description": "Number of records to create in the dataset.",
+ "required": true,
+ "defaultValue": "100"
+ },
+ {
+ "name": "includeHeaders",
+ "type": "boolean",
+ "description": "Whether to include a header row with field names in the output dataset.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "seedData",
+ "type": "array",
+ "description": "Optional array of sample data objects to influence or seed dataset generation for realistic outputs.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "dataSources",
+ "type": "array",
+ "description": "Optional list of URLs or references to external data sources to enrich or populate dataset fields.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated dataset as an array of records under the key 'data', matching the specified schema and record count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a synthetic or custom-structured dataset for testing, training machine learning models, or simulating data environments based on user-specified field schemas and optional seed data or external sources.",
+ "limitations": "Cannot generate highly complex relational datasets with multi-table relations or enforce complex data integrity constraints beyond the defined simple schema. Quality of generated data depends on seed data and schema accuracy.",
+ "examples": [
+ "Create a dataset with 500 records containing fields for name (string), age (number), and email (string).",
+ "Generate a dataset seeded with customer data from a given URL with 1000 records.",
+ "Produce a small dataset of 50 entries defining custom fields for product name, price, and stock availability."
+ ]
+ },
+ "tags": [
+ "dataset",
+ "generation",
+ "content-creation",
+ "synthetic-data",
+ "schema-driven",
+ "json"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"schema\":[{\"name\":\"name\",\"type\":\"string\"},{\"name\":\"age\",\"type\":\"number\"},{\"name\":\"email\",\"type\":\"string\"}],\"recordCount\":500,\"includeHeaders\":true}",
+ "description": "Generate 500 records with name, age, and email fields"
+ },
+ {
+ "inputJson": "{\"schema\":[{\"name\":\"productName\",\"type\":\"string\"},{\"name\":\"price\",\"type\":\"number\"},{\"name\":\"inStock\",\"type\":\"boolean\"}],\"recordCount\":50}",
+ "description": "Generate 50 product records with name, price, and stock status"
+ },
+ {
+ "inputJson": "{\"schema\":[{\"name\":\"customerId\",\"type\":\"string\"},{\"name\":\"purchaseAmount\",\"type\":\"number\"}],\"recordCount\":1000,\"dataSources\":[\"https://example.com/api/customers\"]}",
+ "description": "Generate 1000 records seeded with external customer data source"
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Dataset",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createIssue",
+ "description": "Creates a new issue in a specified code repository by accepting repository identifiers, issue title, detailed description, labels, assignees, and optional metadata. It processes inputs to format and submit an issue to the repository's issue tracker, returning the created issue's details including ID and URL.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "repositoryOwner",
+ "type": "string",
+ "description": "Owner of the repository (user or organization) where the issue will be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "repositoryName",
+ "type": "string",
+ "description": "Name of the repository where the issue will be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the issue to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "body",
+ "type": "string",
+ "description": "Detailed description or body content of the issue.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "labels",
+ "type": "array",
+ "description": "List of labels to assign to the issue, aiding categorization and filtering.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "assignees",
+ "type": "array",
+ "description": "List of repository usernames to assign the issue to for tracking responsibility.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "milestone",
+ "type": "string",
+ "description": "Optional milestone identifier to associate this issue with a project milestone.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing details of the newly created issue, including its unique ID, URL, title, body, labels, assignees, and milestone if set."
+ },
+ "aiAgent": {
+ "useCase": "This tool should be used when an AI agent needs to programmatically create a new issue in a code repository to track bugs, feature requests, or tasks based on user input or analysis results. It helps automate the issue creation workflow integrating with repositories on platforms like GitHub, GitLab, or Bitbucket.",
+ "limitations": "The tool does not handle authentication or permission checks; it assumes valid credentials are managed externally. It cannot update or close issues once created, nor does it support complex issue templates or project board automation.",
+ "examples": [
+ "Create a bug report issue in the 'example-repo' owned by 'devteam' with error logs attached.",
+ "Open a feature request issue assigning it to 'alice' and 'bob' with 'enhancement' label.",
+ "Create a task issue with title and milestone but no assignees or labels."
+ ]
+ },
+ "tags": [
+ "issue",
+ "repository",
+ "bug-tracking",
+ "feature-request",
+ "automation",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"repositoryOwner\":\"devteam\",\"repositoryName\":\"example-repo\",\"title\":\"Bug: Crash on login\",\"body\":\"App crashes when user attempts to login with valid credentials.\",\"labels\":[\"bug\",\"urgent\"],\"assignees\":[\"alice\"],\"milestone\":\"v1.0\"}",
+ "description": "Create a critical bug issue assigned to Alice for milestone v1.0."
+ },
+ {
+ "inputJson": "{\"repositoryOwner\":\"opensource\",\"repositoryName\":\"libproject\",\"title\":\"Feature: Add dark mode support\",\"body\":\"Submit request to add dark mode UI option for better usability at night.\",\"labels\":[\"enhancement\"],\"assignees\":[],\"milestone\":\"\"}",
+ "description": "Open a feature request for dark mode without assignees or milestone."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Issue",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createPullRequest",
+ "description": "Creates a pull request on a specified repository branch with given title, description, and optional reviewers. Accepts repository info, source and target branches, and metadata; interacts with version control hosting services (e.g., GitHub) to generate the pull request and outputs its URL and ID.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "repositoryOwner",
+ "type": "string",
+ "description": "Owner or organization name of the repository where the PR will be created",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "repositoryName",
+ "type": "string",
+ "description": "Name of the repository to create the pull request in",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceBranch",
+ "type": "string",
+ "description": "Name of the branch that contains the changes to merge",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetBranch",
+ "type": "string",
+ "description": "Name of the branch you want to merge the changes into",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the pull request summarizing the changes",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Detailed description or body of the pull request explaining the changes",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "reviewers",
+ "type": "array",
+ "description": "List of usernames to request review from (optional)",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "draft",
+ "type": "boolean",
+ "description": "Whether to create the pull request as a draft",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the pull request ID, URL, and status information"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create a pull request on a version control hosting platform by providing repo details, branches, and metadata, such as when automating CI/CD workflows or integrating with project management systems.",
+ "limitations": "This tool does not modify branch contents or create branches; it requires existing branches. It also does not handle authentication internally; credentials must be managed externally.",
+ "examples": [
+ "Create a pull request from feature branch to main with title and description.",
+ "Open a draft pull request for code review requesting two specific reviewers.",
+ "Generate a simple pull request without reviewers to merge a bugfix branch."
+ ]
+ },
+ "tags": [
+ "version-control",
+ "pull-request",
+ "automation",
+ "code-review",
+ "git",
+ "repository"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"repositoryOwner\":\"octocat\",\"repositoryName\":\"Hello-World\",\"sourceBranch\":\"feature-branch\",\"targetBranch\":\"main\",\"title\":\"Add new feature\",\"description\":\"This PR adds a new feature to improve performance.\",\"reviewers\":[\"reviewer1\",\"reviewer2\"],\"draft\":false}",
+ "description": "Create a pull request from feature-branch to main with specified reviewers"
+ },
+ {
+ "inputJson": "{\"repositoryOwner\":\"org\",\"repositoryName\":\"project\",\"sourceBranch\":\"bugfix\",\"targetBranch\":\"develop\",\"title\":\"Fix issue #123\",\"description\":\"Fixes a critical bug\",\"reviewers\":[],\"draft\":true}",
+ "description": "Create a draft pull request for a bugfix branch requesting no reviewers"
+ },
+ {
+ "inputJson": "{\"repositoryOwner\":\"user\",\"repositoryName\":\"repo\",\"sourceBranch\":\"update-docs\",\"targetBranch\":\"main\",\"title\":\"Update documentation\",\"description\":\"Improves README and adds API docs.\",\"reviewers\":[],\"draft\":false}",
+ "description": "Simple pull request without reviewers to merge documentation updates"
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "PullRequest",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createPipeline",
+ "description": "Creates a customizable content creation pipeline by defining a sequence of processing steps to generate or transform digital content. Accepts an ordered list of content manipulation modules (e.g., text generation, image processing, formatting), configures parameters for each, and outputs an executable pipeline specification or script that automates end-to-end content generation workflows.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "pipelineName",
+ "type": "string",
+ "description": "A unique name identifying the pipeline to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "steps",
+ "type": "array",
+ "description": "An ordered array of processing step objects, each specifying its type, configuration parameters, and dependencies.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired output format of the pipeline, e.g., 'script', 'json', or 'yaml'.",
+ "required": false,
+ "defaultValue": "json"
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Optional textual description summarizing the pipeline's purpose and functionality.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the pipeline specification in the chosen format along with metadata including step order and configuration."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to construct repeatable, modular workflows to automate complex content creation tasks by chaining multiple processing modules with user-defined parameters. Ideal for generating structured pipelines to systematically transform or generate digital content.",
+ "limitations": "This tool does not execute or simulate the pipeline; it only creates the pipeline definition. The correctness and compatibility of individual processing steps must be verified separately. It does not provide real-time validation of each step's internal logic.",
+ "examples": [
+ "Create a content creation pipeline with steps for text generation, image embedding, and PDF formatting.",
+ "Define a pipeline with conditional branching for dynamic content selection based on metadata.",
+ "Generate a JSON specification of a pipeline including SEO keyword insertion and social media formatting."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "pipeline",
+ "automation",
+ "workflow",
+ "digital-content"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"pipelineName\":\"BlogPostGenerator\",\"steps\":[{\"type\":\"textGeneration\",\"params\":{\"prompt\":\"Write a 500-word blog about AI.\"}},{\"type\":\"imageInsertion\",\"params\":{\"imageSource\":\"stockAIImages\",\"placement\":\"header\"}},{\"type\":\"formatting\",\"params\":{\"format\":\"markdown\"}}],\"outputFormat\":\"json\",\"description\":\"Pipeline to automate AI blog post creation including text, image, and markdown formatting.\"}",
+ "description": "Create a pipeline that generates blog text, inserts header images, and formats output as markdown."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Pipeline",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createCommit",
+ "description": "Creates a new git commit in a specified repository by applying provided file changes with a commit message, author information, and optional parent commit references. Accepts repository path, file modifications, commit message, author name and email, and returns the commit SHA hash on success.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "repositoryPath",
+ "type": "string",
+ "description": "File system path to the git repository where the commit will be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "fileChanges",
+ "type": "array",
+ "description": "List of file changes to include in the commit. Each change includes file path and new content as string. Files will be added or updated accordingly.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "commitMessage",
+ "type": "string",
+ "description": "The commit message describing the changes made in this commit.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "authorName",
+ "type": "string",
+ "description": "The name of the author for the commit metadata.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "authorEmail",
+ "type": "string",
+ "description": "The email of the author for commit metadata.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "parentCommitSha",
+ "type": "string",
+ "description": "Optional SHA(s) of parent commit(s) to base the new commit on. Defaults to HEAD if empty.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns the commit SHA string identifying the newly created commit in the repository."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to programmatically create a git commit by applying specified file changes with a descriptive message and author metadata. Ideal for automating commits in code generation, updates, or content versioning workflows within a local or accessible repository.",
+ "limitations": "Cannot create commits in remote repositories directly; repository must exist locally and be a valid git repository; does not handle conflicts or merges; cannot remove files (only add/update) using fileChanges; assumes git environment is properly configured.",
+ "examples": [
+ "Create a commit adding two new files with specified content and author info.",
+ "Update an existing file and commit with a detailed message, no author specified (defaults to system git config).",
+ "Create a commit with multiple parent SHAs to support merge commits programmatically."
+ ]
+ },
+ "tags": [
+ "git",
+ "commit",
+ "version-control",
+ "code",
+ "content",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"repositoryPath\":\"/home/user/myrepo\",\"fileChanges\":[{\"filePath\":\"README.md\",\"content\":\"# Project README\\nUpdated with new instructions.\"},{\"filePath\":\"src/main.py\",\"content\":\"print(\\\"Hello World\\\")\\n\"}],\"commitMessage\":\"Update README and add main.py script\",\"authorName\":\"Alice Developer\",\"authorEmail\":\"alice@example.com\",\"parentCommitSha\":\"\"}",
+ "description": "Create a commit that updates README.md and adds a new Python script with author metadata."
+ },
+ {
+ "inputJson": "{\"repositoryPath\":\"/repo\",\"fileChanges\":[{\"filePath\":\"docs/usage.txt\",\"content\":\"Usage instructions updated.\"}],\"commitMessage\":\"Update usage instructions\",\"authorName\":\"\",\"authorEmail\":\"\",\"parentCommitSha\":\"abc123def456\"}",
+ "description": "Commit a single file change referencing a specific parent commit SHA without specifying author information."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Commit",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createBranch",
+ "description": "Creates a new code branch in a specified Git repository. Accepts repository URL or local path, branch name, and optional base branch name. Clones or uses existing repo, creates the new branch from the base, and returns branch details including confirmation of creation.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "repositoryUrl",
+ "type": "string",
+ "description": "URL of the remote Git repository or local path to the repository.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "branchName",
+ "type": "string",
+ "description": "Name of the new branch to create.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "baseBranchName",
+ "type": "string",
+ "description": "Name of the branch to base the new branch on. Defaults to 'main' if not specified.",
+ "required": false,
+ "defaultValue": "main"
+ },
+ {
+ "name": "localPath",
+ "type": "string",
+ "description": "Local file system path to clone the repo or where the repo exists. If empty, a temporary directory is used.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "pushToRemote",
+ "type": "boolean",
+ "description": "Whether to push the new branch to the remote repository after creation.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing confirmation of branch creation including branchName, baseBranchName, repositoryUrl, and success status."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create a new Git branch as part of a development workflow or automation sequence. It supports creating branches locally and optionally pushing them to remote repositories, facilitating CI/CD pipelines, feature branch management, or automated code updates.",
+ "limitations": "Does not handle repository authentication beyond provided URL accessibility; assumes the repository is accessible and valid. It cannot resolve merge conflicts or complex Git operations beyond branch creation.",
+ "examples": [
+ "Create a feature branch 'feature/login' based on 'develop' in a GitHub repo URL.",
+ "Create a new branch 'hotfix/issue-123' locally without pushing to remote.",
+ "Create a branch using the default base branch 'main' in a local repo path."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "git",
+ "branch",
+ "version-control",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"repositoryUrl\":\"https://github.com/example/project.git\",\"branchName\":\"feature/login\",\"baseBranchName\":\"develop\",\"pushToRemote\":true}",
+ "description": "Create a feature branch 'feature/login' from 'develop' branch in a GitHub repository and push it to remote."
+ },
+ {
+ "inputJson": "{\"repositoryUrl\":\"/Users/alex/repos/project\",\"branchName\":\"hotfix/issue-123\",\"pushToRemote\":false}",
+ "description": "Create a new branch 'hotfix/issue-123' based on 'main' locally without pushing to remote in an existing local repository."
+ },
+ {
+ "inputJson": "{\"repositoryUrl\":\"https://gitlab.com/example/repo.git\",\"branchName\":\"release/v1.2\",\"baseBranchName\":\"main\",\"localPath\":\"/tmp/repo\"}",
+ "description": "Create a branch 'release/v1.2' from 'main' in the specified local path cloned from the remote GitLab repository."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Branch",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createConfig",
+ "description": "Generates a structured configuration file in JSON or YAML format based on given settings and templates. Accepts input parameters defining configurations such as environment variables, feature flags, and metadata, then outputs a ready-to-use config file string for use in applications or deployment.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "configName",
+ "type": "string",
+ "description": "Name or identifier for the configuration file to generate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "environment",
+ "type": "string",
+ "description": "Target environment for the configuration (e.g., development, production).",
+ "required": false,
+ "defaultValue": "development"
+ },
+ {
+ "name": "settings",
+ "type": "object",
+ "description": "Key-value pairs defining configuration options such as flags, URLs, API keys, or thresholds.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format of configuration file, either 'json' or 'yaml'.",
+ "required": false,
+ "defaultValue": "json"
+ },
+ {
+ "name": "includeComments",
+ "type": "boolean",
+ "description": "Whether to include descriptive comments in the generated config file if supported by the format.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "template",
+ "type": "string",
+ "description": "Optional template string or reference that defines the structure/layout of the config output.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated configuration file content as a string and the output format used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically generate configuration files for applications or deployment environments, customizing settings based on input parameters. Ideal for automating setup, creating environment-specific configs, or templating config formats.",
+ "limitations": "This tool does not validate the correctness or semantic appropriateness of configuration values for specific software; it only formats and assembles provided data. It does not generate executable scripts or binary configs.",
+ "examples": [
+ "Create a JSON config for production environment with specific API keys and flags.",
+ "Generate a YAML config for development environment including comments describing each setting.",
+ "Produce a custom config with a provided template string to structure output."
+ ]
+ },
+ "tags": [
+ "configuration",
+ "content-creation",
+ "automation",
+ "json",
+ "yaml",
+ "templating"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"configName\":\"appConfig\",\"environment\":\"production\",\"settings\":{\"apiUrl\":\"https://api.example.com\",\"enableFeatureX\":true,\"retryCount\":5},\"format\":\"json\",\"includeComments\":false}",
+ "description": "Generate a production environment JSON config without comments including API URL and feature flag."
+ },
+ {
+ "inputJson": "{\"configName\":\"devConfig\",\"environment\":\"development\",\"settings\":{\"debug\":true,\"logLevel\":\"verbose\"},\"format\":\"yaml\",\"includeComments\":true}",
+ "description": "Create a development YAML config including comments, enabling debug and verbose logging."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Config",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createVariable",
+ "description": "Creates a code variable representation with specified name, type, initial value, and optional scope and description. Accepts inputs defining variable details, processes to validate and format, and outputs a structured object representing the variable for use in code generation or analysis.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "variableName",
+ "type": "string",
+ "description": "The name of the variable to create, following identifier conventions.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "variableType",
+ "type": "string",
+ "description": "The data type of the variable, such as string, number, boolean, array, or object.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "initialValue",
+ "type": "string",
+ "description": "The initial value assigned to the variable; must be compatible with the variableType.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "scope",
+ "type": "string",
+ "description": "The scope of the variable (e.g., local, global, or function) to define its accessibility.",
+ "required": false,
+ "defaultValue": "local"
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "An optional textual description or comment about the variable's purpose or usage.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured object detailing the variable's name, type, initial value, scope, and description suitable for code generation or documentation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create or represent a variable with specific attributes in a code context, such as during automated code generation or documentation workflows. It ensures that the variable details are well-structured and validated before use.",
+ "limitations": "Does not generate actual code syntax beyond structured variable representation; does not validate complex type correctness beyond basic type naming; does not manage variable usage or lifecycle in code.",
+ "examples": [
+ "Create a number variable named 'count' initialized to 0 with local scope.",
+ "Define a global string variable 'username' without an initial value and add description.",
+ "Generate a boolean variable 'isActive' initialized to true used in function scope."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "variable",
+ "code-generation",
+ "programming",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"variableName\":\"count\",\"variableType\":\"number\",\"initialValue\":\"0\",\"scope\":\"local\",\"description\":\"Tracks the number of iterations.\"}",
+ "description": "Create a local number variable 'count' with initial value 0 and a description."
+ },
+ {
+ "inputJson": "{\"variableName\":\"username\",\"variableType\":\"string\",\"initialValue\":\"\",\"scope\":\"global\",\"description\":\"Stores the current user's name.\"}",
+ "description": "Create a global string variable 'username' without initial value and with description."
+ },
+ {
+ "inputJson": "{\"variableName\":\"isActive\",\"variableType\":\"boolean\",\"initialValue\":\"true\",\"scope\":\"function\",\"description\":\"Indicates active state.\"}",
+ "description": "Create a boolean variable 'isActive' initialized true in function scope."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Variable",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createPackage",
+ "description": "Creates a code package by generating a standardized package structure based on input parameters like package name, version, description, dependencies, and license. It outputs the structured package files and metadata ready for usage or publishing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "packageName",
+ "type": "string",
+ "description": "Name of the package to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "version",
+ "type": "string",
+ "description": "Initial version of the package, following semantic versioning.",
+ "required": false,
+ "defaultValue": "\"1.0.0\""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Short description of the package's purpose.",
+ "required": false,
+ "defaultValue": "\"\""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Name of the package's author or maintainer.",
+ "required": false,
+ "defaultValue": "\"\""
+ },
+ {
+ "name": "license",
+ "type": "string",
+ "description": "License type for the package (e.g., MIT, Apache-2.0).",
+ "required": false,
+ "defaultValue": "\"MIT\""
+ },
+ {
+ "name": "dependencies",
+ "type": "object",
+ "description": "Key-value pairs of package dependencies and their versions.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "includeReadme",
+ "type": "boolean",
+ "description": "Whether to generate a README.md file with basic info.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeGitignore",
+ "type": "boolean",
+ "description": "Whether to include a standard .gitignore file for code projects.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the generated package structure, including metadata (package.json or equivalent), source folder paths, and optional files content like README.md and .gitignore."
+ },
+ "aiAgent": {
+ "useCase": "This tool is useful when an AI agent needs to bootstrap or scaffold a new code package with proper structure and metadata based on user requirements, such as starting a new project or library. It accelerates project initialization by producing ready-to-use package files.",
+ "limitations": "Does not publish the package to package registries nor install dependencies; it only creates the local package structure and files.",
+ "examples": [
+ "Create a new npm package named 'my-library' with version 0.1.0 and dependencies lodash@^4.17.0.",
+ "Generate a package scaffold for a Python project with MIT license and an author specified.",
+ "Create a package structure without README and gitignore files for a quick prototype."
+ ]
+ },
+ "tags": [
+ "code",
+ "package",
+ "scaffold",
+ "generator",
+ "project initialization",
+ "software development"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"packageName\":\"my-library\",\"version\":\"0.1.0\",\"description\":\"A utility library for string manipulation.\",\"author\":\"Jane Doe\",\"license\":\"MIT\",\"dependencies\":{\"lodash\":\"^4.17.21\"},\"includeReadme\":true,\"includeGitignore\":true}",
+ "description": "Generate a new npm package scaffold named 'my-library' with lodash dependency and standard files."
+ },
+ {
+ "inputJson": "{\"packageName\":\"py-utils\",\"version\":\"0.0.1\",\"description\":\"Python utilities package.\",\"author\":\"John Smith\",\"license\":\"Apache-2.0\",\"dependencies\":{},\"includeReadme\":true,\"includeGitignore\":false}",
+ "description": "Create a Python utilities package structure without .gitignore but with a README."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Package",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createChecklist",
+ "description": "Generates a structured checklist document based on user-defined task items and metadata. Accepts title, description, ordered list of tasks with optional details and completion status. Produces a formatted checklist object suitable for display or export in common content workflows.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title of the checklist.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A brief description or introduction for the checklist.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tasks",
+ "type": "array",
+ "description": "An ordered array of tasks to include in the checklist. Each task can have text, details, and completion status.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "allowPartialCompletion",
+ "type": "boolean",
+ "description": "Indicates whether tasks can be marked as partially completed.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "dueDate",
+ "type": "string",
+ "description": "Optional ISO 8601 formatted due date for the checklist.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A checklist object containing title, description, tasks with status, and metadata suitable for rendering or further processing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce clear, structured checklists for task organization, project planning, or content management that require labeled items and optional completion tracking. Ideal when users want a ready-to-use checklist to guide workflows or share with teams.",
+ "limitations": "This tool does not manage checklist collaboration, real-time updates, or integration with external task management systems. It only formats checklist data and metadata.",
+ "examples": [
+ "Create a checklist titled \"Project Launch\" with steps to complete and mark initial tasks as done.",
+ "Generate a packing checklist with task details and set a due date for trip preparation.",
+ "Make a household chores checklist where tasks can be partially completed."
+ ]
+ },
+ "tags": [
+ "checklist",
+ "content-creation",
+ "task-management",
+ "document-generation",
+ "productivity"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Project Launch Checklist\",\"description\":\"Tasks to finalize before launch.\",\"tasks\":[{\"text\":\"Finalize requirements document\",\"details\":\"Review with all stakeholders\",\"completed\":true},{\"text\":\"Complete UI design\",\"details\":\"Ensure user feedback incorporation\",\"completed\":false},{\"text\":\"Setup production environment\",\"details\":\"Configure servers and monitoring\",\"completed\":false}],\"allowPartialCompletion\":false,\"dueDate\":\"2024-07-15T17:00:00Z\"}",
+ "description": "Create a project launch checklist with tasks and completion status."
+ },
+ {
+ "inputJson": "{\"title\":\"Vacation Packing List\",\"description\":\"Essential items to pack for vacation.\",\"tasks\":[{\"text\":\"Passport and travel documents\",\"details\":\"Check expiration dates\",\"completed\":false},{\"text\":\"Clothing\",\"details\":\"Pack according to weather forecast\",\"completed\":false}],\"allowPartialCompletion\":false,\"dueDate\":\"2024-08-01\"}",
+ "description": "Generate a packing checklist with due date for vacation preparation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createDependency",
+ "description": "Generates a code dependency descriptor file (e.g., package.json, requirements.txt) based on input specifications such as project language, dependencies list, versions, and optional metadata. Outputs a structured dependency configuration file content suitable for use in project management and build tools.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "projectType",
+ "type": "string",
+ "description": "The programming language or project type (e.g., 'nodejs', 'python', 'java') determining dependency file format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dependencies",
+ "type": "array",
+ "description": "List of dependency objects each with 'name' and optional 'version' specifying packages to include.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "devDependencies",
+ "type": "array",
+ "description": "Optional list of development-only dependencies with 'name' and optional 'version'.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional extra metadata such as project name, version, description, author details.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "includeScripts",
+ "type": "boolean",
+ "description": "Whether to include script commands (like start, test) if applicable to the project type.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated dependency file content as a string and format identifier (e.g., 'package.json', 'requirements.txt')."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to automatically create or update a project's dependency manifest file for various programming ecosystems based on a structured input list of dependencies, facilitating automated build or deployment processes.",
+ "limitations": "Currently supports major project types like Node.js (package.json), Python (requirements.txt), and Java (pom.xml is not supported), and does not resolve transitive dependencies or validate semantic version correctness.",
+ "examples": [
+ "Create a Node.js package.json with dependencies express@4.17.1 and lodash latest.",
+ "Generate a Python requirements.txt listing Django==3.2 and requests>=2.25.",
+ "Add devDependencies jest@26.6.0 to a Node.js project configuration."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "dependency",
+ "code",
+ "project-management",
+ "package",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectType\":\"nodejs\",\"dependencies\":[{\"name\":\"express\",\"version\":\"4.17.1\"},{\"name\":\"lodash\"}],\"devDependencies\":[{\"name\":\"jest\",\"version\":\"26.6.0\"}],\"metadata\":{\"name\":\"my-app\",\"version\":\"1.0.0\"},\"includeScripts\":true}",
+ "description": "Generate a package.json for a Node.js project with express and lodash dependencies, jest devDependency, project metadata and scripts placeholder."
+ },
+ {
+ "inputJson": "{\"projectType\":\"python\",\"dependencies\":[{\"name\":\"Django\",\"version\":\"3.2\"},{\"name\":\"requests\",\"version\":\"\"}],\"devDependencies\":[],\"metadata\":{},\"includeScripts\":false}",
+ "description": "Create a requirements.txt for a Python project listing Django 3.2 and latest requests as dependencies."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Dependency",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createSchema",
+ "description": "Generates a JSON Schema based on provided field definitions and metadata. Accepts an array of field objects describing name, type, and constraints, and produces a complete JSON Schema object representing the structure, types, and validation rules for content data.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The title for the JSON Schema document, describing the overall object.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Detailed description of the schema's purpose or data it represents.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fields",
+ "type": "array",
+ "description": "An array of field definitions with each field specifying name, data type, and optional validation constraints.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "requiredFields",
+ "type": "array",
+ "description": "List of field names to mark as required in the schema.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "additionalProperties",
+ "type": "boolean",
+ "description": "Indicates if properties not explicitly defined in fields are allowed (true) or disallowed (false).",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A valid JSON Schema object representing the content structure, including properties, types, required fields, and validation rules."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create formal JSON Schema definitions for structured content models based on dynamic or user-provided field specifications. It enables validation of content by producing a full JSON Schema document defining properties, data types, constraints, and required fields, useful for input validation, API documentation, or configuration.",
+ "limitations": "Cannot infer complex conditional schemas or dependencies between fields beyond required and basic type constraints. Does not support generation of schemas for recursive or highly nested complex data without explicit field definitions. Does not generate example data.",
+ "examples": [
+ "Generate a JSON Schema for user profile data with fields for username (string), age (integer, minimum 0), and email (string, format email), marking username and email as required.",
+ "Create a schema for a blog post content type with title (string), body (string), tags (array of strings), and publishedDate (string, format date-time).",
+ "Produce schema for product item with name (string), price (number, minimum 0), inStock (boolean), and categories (array of strings), making name and price required."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "json-schema",
+ "schema-generation",
+ "validation",
+ "content-modeling"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"User Profile\",\"description\":\"Schema for user profile data\",\"fields\":[{\"name\":\"username\",\"type\":\"string\"},{\"name\":\"age\",\"type\":\"integer\",\"minimum\":0},{\"name\":\"email\",\"type\":\"string\",\"format\":\"email\"}],\"requiredFields\":[\"username\",\"email\"],\"additionalProperties\":false}",
+ "description": "Generate a JSON Schema for a user profile with username, age, and email, requiring username and email."
+ },
+ {
+ "inputJson": "{\"title\":\"Blog Post\",\"fields\":[{\"name\":\"title\",\"type\":\"string\"},{\"name\":\"body\",\"type\":\"string\"},{\"name\":\"tags\",\"type\":\"array\",\"itemsType\":\"string\"},{\"name\":\"publishedDate\",\"type\":\"string\",\"format\":\"date-time\"}],\"requiredFields\":[\"title\",\"body\"],\"additionalProperties\":true}",
+ "description": "Create a schema for blog post content including title, body, tags, and published date, with title and body required."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Schema",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createTest",
+ "description": "Generates automated code test cases based on input specifications. Accepts programming language, test framework, function or module code snippet, and testing criteria to produce sample unit or integration test code output in the desired format.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "The programming language for which the test code should be generated (e.g., 'JavaScript', 'Python').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "testFramework",
+ "type": "string",
+ "description": "The testing framework to use, compatible with the programming language (e.g., 'Jest', 'Mocha', 'PyTest').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "codeSnippet",
+ "type": "string",
+ "description": "The source code snippet (function or module) to be tested, provided as a string.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "testCriteria",
+ "type": "object",
+ "description": "An object defining what aspects to test (e.g., input-output pairs, edge cases, exceptions).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "testType",
+ "type": "string",
+ "description": "Type of test to generate: 'unit', 'integration', or 'functional'. Default is 'unit'.",
+ "required": false,
+ "defaultValue": "unit"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing generated test code as a string and optional metadata such as language and framework."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to automatically generate code test cases from code snippets and testing criteria to speed up software validation and quality assurance. It helps generate boilerplate or example tests in specified languages/frameworks.",
+ "limitations": "Cannot replace tests requiring complex domain knowledge or external dependencies. May produce generic tests that need manual refinement for full correctness or coverage.",
+ "examples": [
+ "Generate unit tests for a JavaScript function using Jest with input-output test cases.",
+ "Create integration tests for a Python module using PyTest focused on handling exceptions.",
+ "Produce functional tests for a Java method using JUnit targeting key workflows."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "testing",
+ "code-generation",
+ "automation",
+ "unit-test",
+ "integration-test"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"programmingLanguage\":\"JavaScript\",\"testFramework\":\"Jest\",\"codeSnippet\":\"function add(a, b) { return a + b; }\",\"testCriteria\":{\"cases\":[{\"input\":[1,2],\"expected\":3},{\"input\":[-1,1],\"expected\":0}]},\"testType\":\"unit\"}",
+ "description": "Generates unit tests in Jest for a simple add function in JavaScript, testing multiple input-output cases."
+ },
+ {
+ "inputJson": "{\"programmingLanguage\":\"Python\",\"testFramework\":\"PyTest\",\"codeSnippet\":\"def divide(x, y):\\n return x / y\",\"testCriteria\":{\"cases\":[{\"input\":[10,2],\"expected\":5},{\"input\":[5,0],\"expectedException\":\"ZeroDivisionError\"}]},\"testType\":\"unit\"}",
+ "description": "Generates Python unit tests with PyTest for a divide function including exception test case."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Test",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createQuery",
+ "description": "This tool generates structured database query strings for various query languages (SQL, GraphQL, etc.) based on user-provided parameters. Input includes the target database type, table or collection names, fields to select, optional filters, and sorting instructions. The output is a ready-to-use query string matching the specified syntax.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "databaseType",
+ "type": "string",
+ "description": "Target database type or query language, e.g., 'SQL', 'GraphQL'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tableName",
+ "type": "string",
+ "description": "Name of the table (or collection) to query from.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "fields",
+ "type": "array",
+ "description": "Array of fields (columns) to select in the query.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "filters",
+ "type": "object",
+ "description": "Optional filter conditions as key-value pairs or nested objects to apply in WHERE or equivalent clause.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "sortBy",
+ "type": "array",
+ "description": "Optional array of fields to sort the results by, each can be an object with field and direction ('asc'/'desc').",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "limit",
+ "type": "number",
+ "description": "Optional maximum number of records to return.",
+ "required": false,
+ "defaultValue": "0"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated query string in the specified query language."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate database queries dynamically based on user criteria or application logic, without manually writing query syntax. Supports multiple query languages and can process filters, selections, sorting, and limits to produce correct queries.",
+ "limitations": "Cannot validate database schema or guarantee semantic correctness beyond basic syntax generation. Complex nested queries or joins are not supported yet.",
+ "examples": [
+ "Generate a SQL SELECT query fetching 'id' and 'name' from 'users' where 'age' is above 20, sorted by 'created_at' descending.",
+ "Create a GraphQL query selecting 'title' and 'author' fields from 'books' with filter 'published' equals true."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "query-generation",
+ "database",
+ "sql",
+ "graphql",
+ "dynamic-query"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"databaseType\":\"SQL\",\"tableName\":\"employees\",\"fields\":[\"id\",\"name\",\"department\"],\"filters\":{\"department\":\"Sales\",\"active\":true},\"sortBy\":[{\"field\":\"name\",\"direction\":\"asc\"}],\"limit\":100}",
+ "description": "Generate a SQL query selecting id, name, department from employees where department is Sales and active=true, ordered by name ascending, limit 100 records."
+ },
+ {
+ "inputJson": "{\"databaseType\":\"GraphQL\",\"tableName\":\"posts\",\"fields\":[\"title\",\"author\"],\"filters\":{\"published\":true},\"sortBy\":[],\"limit\":0}",
+ "description": "Create a GraphQL query fetching title and author fields from posts where published is true, no sorting or limit."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Query",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createComponent",
+ "description": "Generates a reusable UI component code snippet based on provided specifications including type (e.g., React, Vue), properties, state management, styles, and behavior. Accepts a detailed configuration object and outputs clean, ready-to-use component code as a string.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "componentName",
+ "type": "string",
+ "description": "The desired name for the new component, following valid identifier rules.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "framework",
+ "type": "string",
+ "description": "The frontend framework for which the component should be generated, e.g., 'React', 'Vue', or 'Angular'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "props",
+ "type": "object",
+ "description": "An object defining the prop names and their types that the component should receive.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "state",
+ "type": "object",
+ "description": "An object defining the internal state variables and their initial values if the component is stateful.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "styles",
+ "type": "string",
+ "description": "CSS or CSS-in-JS style definitions to be included with the component.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "behavior",
+ "type": "string",
+ "description": "Description or code snippets for component-specific event handlers or methods to be included.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "useTypescript",
+ "type": "boolean",
+ "description": "Whether to generate the component using TypeScript syntax.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated code string and metadata about the component."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a detailed, ready-to-use UI component is needed based on specified framework, props, state, styles, and behaviors, enabling rapid front-end development and prototyping. Ideal for generating components without manually coding boilerplate and structure.",
+ "limitations": "Cannot generate complex business logic or backend-integrated code. Styling is limited to provided styles or basic patterns. May not support all framework versions or advanced patterns like hooks or composition API beyond standard usage.",
+ "examples": [
+ "Create a React button component with onClick behavior and primary styling.",
+ "Generate a Vue component named 'UserCard' with props for user data and scoped CSS.",
+ "Produce a TypeScript Angular component with input bindings and basic state."
+ ]
+ },
+ "tags": [
+ "code-generation",
+ "frontend",
+ "UI-component",
+ "react",
+ "vue",
+ "angular",
+ "typescript"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"componentName\":\"Button\",\"framework\":\"React\",\"props\":{\"label\":\"string\",\"onClick\":\"function\"},\"state\":{},\"styles\":\".btn { background-color: blue; color: white; padding: 8px; border-radius: 4px; }\",\"behavior\":\"Handles onClick event by calling props.onClick.\",\"useTypescript\":false}",
+ "description": "Generate a React button component with label prop, onClick handler, and basic styles."
+ },
+ {
+ "inputJson": "{\"componentName\":\"UserCard\",\"framework\":\"Vue\",\"props\":{\"user\":\"object\"},\"state\":{\"expanded\":false},\"styles\":\".card { border: 1px solid #ccc; padding: 10px; border-radius: 6px; }\",\"behavior\":\"Toggle expanded state on card click to show more user details.\",\"useTypescript\":false}",
+ "description": "Create a Vue UserCard component with user prop, internal expanded state, scoped CSS, and toggle behavior."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Component",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createEndpoint",
+ "description": "Creates a fully defined REST API endpoint based on provided specifications such as HTTP method, path, request parameters, request/response schema, and authentication requirements. Inputs include endpoint path, HTTP method, input/output JSON schemas, and optional authentication info. Outputs generated endpoint code snippet and a summary of the endpoint definition.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "endpointPath",
+ "type": "string",
+ "description": "URL path for the API endpoint (e.g., /users/{id}).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "httpMethod",
+ "type": "string",
+ "description": "HTTP method for the endpoint (GET, POST, PUT, DELETE, PATCH).",
+ "required": true,
+ "defaultValue": "GET"
+ },
+ {
+ "name": "requestSchema",
+ "type": "object",
+ "description": "JSON Schema describing the expected request body format (optional for GET requests).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "responseSchema",
+ "type": "object",
+ "description": "JSON Schema describing the response body format to be returned by the endpoint.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "authenticationRequired",
+ "type": "boolean",
+ "description": "Indicates whether this endpoint requires authentication.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A short description of the endpoint's purpose and behavior.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated source code snippet for the endpoint (e.g., in Express.js) and a human-readable summary of the endpoint details."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate backend API endpoint code dynamically based on user specifications. Ideal for rapid prototyping or assisting developers by producing boilerplate code and endpoint definitions from structured input. Helps automate tedious code creation and ensures consistency in API design.",
+ "limitations": "This tool does not implement full backend logic beyond endpoint scaffolding, nor does it validate business logic or connect to databases. It cannot handle non-REST API protocols or generate complex middleware beyond authentication enforcement.",
+ "examples": [
+ "Create a POST endpoint at /users to accept user data and return the created user object with authentication.",
+ "Generate a GET endpoint at /products/{id} that returns product details without authentication.",
+ "Create a PUT endpoint at /orders/{orderId} that accepts order updates with authentication required."
+ ]
+ },
+ "tags": [
+ "api",
+ "endpoint",
+ "rest",
+ "generate",
+ "backend",
+ "code",
+ "automation",
+ "scaffolding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"endpointPath\":\"/users\",\"httpMethod\":\"POST\",\"requestSchema\":{\"type\":\"object\",\"properties\":{\"name\":{\"type\":\"string\"},\"email\":{\"type\":\"string\"}},\"required\":[\"name\",\"email\"]},\"responseSchema\":{\"type\":\"object\",\"properties\":{\"id\":{\"type\":\"string\"},\"name\":{\"type\":\"string\"},\"email\":{\"type\":\"string\"}},\"required\":[\"id\",\"name\",\"email\"]},\"authenticationRequired\":true,\"description\":\"Create a new user account\"}",
+ "description": "Generate a POST endpoint /users for creating a user with authentication."
+ },
+ {
+ "inputJson": "{\"endpointPath\":\"/products/{id}\",\"httpMethod\":\"GET\",\"responseSchema\":{\"type\":\"object\",\"properties\":{\"id\":{\"type\":\"string\"},\"name\":{\"type\":\"string\"},\"price\":{\"type\":\"number\"}},\"required\":[\"id\",\"name\",\"price\"]},\"authenticationRequired\":false,\"description\":\"Retrieve product details by ID\"}",
+ "description": "Generate a GET endpoint /products/{id} to fetch product info without auth."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Endpoint",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createModule",
+ "description": "Generates a reusable software module based on specified programming language, functionality description, and optional dependencies. Accepts inputs defining the module's purpose, code style guidelines, and dependency list, then outputs the generated module's source code and metadata for integration.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "moduleName",
+ "type": "string",
+ "description": "The desired name of the module to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "The programming language for the generated module (e.g., JavaScript, Python).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "functionalityDescription",
+ "type": "string",
+ "description": "A detailed description of the module's functionality and features to implement.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dependencies",
+ "type": "array",
+ "description": "List of external libraries or modules the generated module depends on (if any).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "codeStyle",
+ "type": "string",
+ "description": "Preferred coding style or conventions to follow (e.g., Airbnb, PEP8).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTests",
+ "type": "boolean",
+ "description": "Whether to generate accompanying unit tests for the module.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated module's source code, filename, and any test code if generated."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an agent needs to generate a code module fulfilling specific functionality requirements in a given programming language, optionally with dependencies and style guides, to accelerate software development or prototyping.",
+ "limitations": "The tool cannot execute or validate the generated code for correctness or runtime errors; complex modules requiring specialized domain knowledge might need manual refinement.",
+ "examples": [
+ "Create a JavaScript module for validating email addresses with no dependencies.",
+ "Generate a Python data processing module using pandas with unit tests.",
+ "Produce a TypeScript utility module following Airbnb style guide including Lodash dependency."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "code-generation",
+ "module",
+ "software-development",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"moduleName\":\"emailValidator\",\"programmingLanguage\":\"JavaScript\",\"functionalityDescription\":\"Checks if a given string is a valid email address using regex.\",\"dependencies\":[],\"codeStyle\":\"Airbnb\",\"includeTests\":true}",
+ "description": "Generate a JavaScript email validation module with unit tests adhering to Airbnb style."
+ },
+ {
+ "inputJson": "{\"moduleName\":\"dataProcessor\",\"programmingLanguage\":\"Python\",\"functionalityDescription\":\"Processes CSV files to filter rows by user-specified criteria.\",\"dependencies\":[\"pandas\"],\"codeStyle\":\"PEP8\",\"includeTests\":false}",
+ "description": "Create a Python data processing module using pandas without unit tests, following PEP8 style."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Module",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createAPI",
+ "description": "Generates boilerplate code for a RESTful API based on user-specified endpoints, HTTP methods, request/response schemas, and optional authentication settings. Accepts detailed API specifications and outputs structured source code files in the chosen programming language and framework.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "apiName",
+ "type": "string",
+ "description": "The name of the API project or service to generate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming language for the generated API code (e.g., 'Node.js', 'Python', 'Java').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "framework",
+ "type": "string",
+ "description": "Web framework to use (e.g., Express for Node.js, Flask for Python, Spring Boot for Java).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "endpoints",
+ "type": "array",
+ "description": "An array of endpoint definitions including path, HTTP method, request and response JSON schemas.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "authentication",
+ "type": "object",
+ "description": "Optional authentication settings including type (e.g., 'JWT', 'OAuth2') and config parameters.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeErrorHandling",
+ "type": "boolean",
+ "description": "Whether to include standard error handling middleware or mechanisms.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "databaseIntegration",
+ "type": "string",
+ "description": "Optional database integration type (e.g., 'MongoDB', 'MySQL') or empty if none.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated API source code files keyed by filename, including README and configuration files if applicable."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to rapidly scaffold a RESTful API backend based on user input specifications, enabling quick prototyping or bootstrapping backend services without manual coding. Ideal for scenarios where multiple endpoints with request/response models and optional auth must be established programmatically.",
+ "limitations": "This tool cannot implement complex business logic beyond the generated boilerplate, nor does it handle frontend code generation or deployment automation.",
+ "examples": [
+ "Generate a Node.js Express API with three endpoints managing user data, including JWT authentication.",
+ "Create a Python Flask API that handles products with MySQL integration, including error handling.",
+ "Produce a Java Spring Boot API with OAuth2 authentication and CRUD endpoints for orders."
+ ]
+ },
+ "tags": [
+ "API",
+ "code-generation",
+ "backend",
+ "REST",
+ "scaffolding",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"apiName\":\"UserService\",\"language\":\"Node.js\",\"framework\":\"Express\",\"endpoints\":[{\"path\":\"/users\",\"method\":\"GET\",\"requestSchema\":{},\"responseSchema\":{\"type\":\"array\",\"items\":{\"type\":\"object\",\"properties\":{\"id\":{\"type\":\"string\"},\"name\":{\"type\":\"string\"}}}}},{\"path\":\"/users\",\"method\":\"POST\",\"requestSchema\":{\"type\":\"object\",\"properties\":{\"name\":{\"type\":\"string\"},\"email\":{\"type\":\"string\"}},\"required\":[\"name\",\"email\"]},\"responseSchema\":{\"type\":\"object\",\"properties\":{\"id\":{\"type\":\"string\"},\"name\":{\"type\":\"string\"},\"email\":{\"type\":\"string\"}}}}],\"authentication\":{\"type\":\"JWT\"},\"includeErrorHandling\":true,\"databaseIntegration\":\"MongoDB\"}",
+ "description": "Create a Node.js Express API named UserService with GET and POST /users endpoints, JWT auth, error handling, and MongoDB integration."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "API",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createMigration",
+ "description": "Generates a database migration script based on schema changes provided as input. Accepts a description or object defining table modifications like create, update, delete, columns added or changed. Outputs a structured migration code script compatible with common ORM frameworks or plain SQL.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "migrationName",
+ "type": "string",
+ "description": "A descriptive name for the migration to identify its purpose (e.g., AddUsersTable).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "schemaChanges",
+ "type": "object",
+ "description": "An object detailing the schema changes including tables to create, update, or delete with column definitions.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "databaseType",
+ "type": "string",
+ "description": "Target database type for which to generate the migration script (e.g., postgres, mysql, sqlite).",
+ "required": true,
+ "defaultValue": "postgres"
+ },
+ {
+ "name": "useORM",
+ "type": "boolean",
+ "description": "Flag indicating whether to generate migration using ORM-specific syntax or raw SQL.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated migration script as a string and optional metadata such as dependencies or warnings."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create or update database structure by generating migration scripts from high-level schema change descriptions, enabling automated schema versioning and safe application deployment.",
+ "limitations": "Cannot execute the migration against a live database; only generates migration scripts. Does not handle complex data migrations or business logic within migrations.",
+ "examples": [
+ "Generate a migration script to add a users table with id, name, email columns.",
+ "Create a migration to add a nullable 'birthdate' column to the existing 'customers' table.",
+ "Produce a drop table migration for a deprecated 'sessions' table."
+ ]
+ },
+ "tags": [
+ "database",
+ "migration",
+ "schema",
+ "sql",
+ "orm",
+ "code-generation",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"migrationName\":\"AddUsersTable\",\"schemaChanges\":{\"create\":[{\"tableName\":\"users\",\"columns\":[{\"name\":\"id\",\"type\":\"integer\",\"primaryKey\":true,\"autoIncrement\":true},{\"name\":\"name\",\"type\":\"string\"},{\"name\":\"email\",\"type\":\"string\",\"unique\":true}]}]},\"databaseType\":\"postgres\",\"useORM\":true}",
+ "description": "Create a migration script to add a new 'users' table with id, name, and email columns for a PostgreSQL database using ORM syntax."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Migration",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createFunction",
+ "description": "Generates a complete programming language function based on provided specifications including name, parameters, return type, and logic description. Accepts input details about the function and returns structured code in the specified language, ready for use in software projects.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "functionName",
+ "type": "string",
+ "description": "The desired name of the function to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "parameters",
+ "type": "array",
+ "description": "An array of objects describing each parameter with name and type.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "returnType",
+ "type": "string",
+ "description": "The return type of the function (e.g., int, string, void).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "logicDescription",
+ "type": "string",
+ "description": "A clear textual description of the logic the function should implement.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "programmingLanguage",
+ "type": "string",
+ "description": "The target programming language for the function code (e.g., JavaScript, Python, Java).",
+ "required": true,
+ "defaultValue": "JavaScript"
+ },
+ {
+ "name": "includeComments",
+ "type": "boolean",
+ "description": "Whether to include explanatory comments in the generated code.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated function code as a string and metadata such as language and function signature."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate or scaffold code functions from high-level descriptions, automating boilerplate creation and ensuring consistent syntax in the specified programming language.",
+ "limitations": "Cannot guarantee complex algorithmic correctness or optimized performance. Not suitable for multi-function modules or full classes, focuses on single function generation.",
+ "examples": [
+ "Create a function named 'calculateSum' that takes two integers and returns their sum in Python.",
+ "Generate a JavaScript function 'formatDate' that accepts a date object and returns a formatted string.",
+ "Build a function 'isPrime' in JavaScript that checks if a number is prime, including comments."
+ ]
+ },
+ "tags": [
+ "code-generation",
+ "function",
+ "programming",
+ "automation",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"functionName\":\"calculateSum\",\"parameters\":[{\"name\":\"a\",\"type\":\"number\"},{\"name\":\"b\",\"type\":\"number\"}],\"returnType\":\"number\",\"logicDescription\":\"Return the sum of two numbers a and b.\",\"programmingLanguage\":\"Python\",\"includeComments\":true}",
+ "description": "Create a Python function 'calculateSum' adding two numbers with comments."
+ },
+ {
+ "inputJson": "{\"functionName\":\"formatDate\",\"parameters\":[{\"name\":\"dateObj\",\"type\":\"Date\"}],\"returnType\":\"string\",\"logicDescription\":\"Convert the dateObj to a string in 'YYYY-MM-DD' format.\",\"programmingLanguage\":\"JavaScript\",\"includeComments\":false}",
+ "description": "Generate a JavaScript function 'formatDate' that formats a Date object to string, without comments."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Function",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createCode",
+ "description": "Generates structured source code snippets based on a natural language description of desired functionality. Accepts the target programming language, a detailed textual specification of the code to generate, and optional parameters such as code style guidelines and libraries to include. Produces syntactically valid code ready for integration or review.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The programming language for the generated code (e.g., Python, JavaScript, Java).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "specification",
+ "type": "string",
+ "description": "A natural language description specifying the functionality, features, or behavior the generated code should implement.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleGuidelines",
+ "type": "string",
+ "description": "Optional coding style or conventions to follow in the generated code (e.g., naming conventions, formatting rules).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "libraries",
+ "type": "array",
+ "description": "Optional list of external libraries or modules to include or use in the generated code.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeComments",
+ "type": "boolean",
+ "description": "Whether to include explanatory comments in the generated code.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "targetFramework",
+ "type": "string",
+ "description": "Optional specific framework or environment that the generated code should target (e.g., React for JavaScript, Flask for Python).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated code as a string and optional metadata such as warnings or style adherence notes."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate initial code implementations from descriptive requirements or to prototype functionality quickly in a specified programming language. It is especially useful for transforming high-level feature descriptions into executable code snippets that can serve as starting points for development.",
+ "limitations": "The tool cannot guarantee fully optimized or production-ready code. Generated code may require testing, debugging, and adaptation to fit into existing codebases and comply fully with all project-specific requirements or best practices.",
+ "examples": [
+ "Create a Python function that calculates the factorial of a number recursively.",
+ "Generate a JavaScript component using React that displays a to-do list with add and remove functionality.",
+ "Produce Java code implementing a basic bank account class with deposit, withdraw, and balance retrieval methods."
+ ]
+ },
+ "tags": [
+ "code generation",
+ "programming",
+ "automation",
+ "developer tools",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"language\":\"Python\",\"specification\":\"Create a function to compute the factorial of a given non-negative integer using recursion.\",\"styleGuidelines\":\"Use PEP8 conventions.\",\"libraries\":[],\"includeComments\":true,\"targetFramework\":\"\"}",
+ "description": "Generate a Python recursive factorial function with comments and following PEP8 style."
+ },
+ {
+ "inputJson": "{\"language\":\"JavaScript\",\"specification\":\"Build a React component for a shopping list with add and remove item functionality.\",\"styleGuidelines\":\"Use camelCase for variable names.\",\"libraries\":[\"react\"],\"includeComments\":false,\"targetFramework\":\"React\"}",
+ "description": "Generate a React component in JavaScript for a shopping list without comments, using camelCase variables."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Code",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createSpec",
+ "description": "Generates a detailed specification document for a software project or module based on provided requirements, features, and constraints. Accepts inputs like project name, version, description, features list, and technical requirements, then produces a structured spec document as markdown or JSON to guide development and communication.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the project or module for which the specification is being created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "version",
+ "type": "string",
+ "description": "The current version or release number of the specification document.",
+ "required": false,
+ "defaultValue": "1.0.0"
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A brief overview describing the purpose and scope of the project or module.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "features",
+ "type": "array",
+ "description": "A list of key features or functionality that the project or module must implement.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "technicalRequirements",
+ "type": "array",
+ "description": "List of technical constraints, environment details, or dependencies relevant to the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The format in which the specification document should be returned, e.g. 'markdown' or 'json'.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated specification document as a string in the requested format, plus metadata such as project name and version."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create or standardize a software specification document from structured input data including features and technical requirements. It helps automate documentation generation to improve clarity and speed up the planning phase.",
+ "limitations": "This tool cannot validate the correctness or feasibility of the features or requirements; it only synthesizes the provided input into a formatted spec document. It also does not handle complex natural language understanding beyond structured input.",
+ "examples": [
+ "Generate a spec document for a new mobile app given a feature list and technical constraints.",
+ "Create a formal spec for a software module including version and description to share with the dev team.",
+ "Convert a set of high-level requirements into a markdown spec document for onboarding new developers."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "documentation",
+ "specification",
+ "software development",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"TaskManagerApp\",\"version\":\"0.9.1\",\"description\":\"A mobile application to manage daily tasks and reminders.\",\"features\":[\"User authentication\",\"Task creation and editing\",\"Push notifications\",\"Task categorization\"],\"technicalRequirements\":[\"iOS and Android support\",\"Offline mode\",\"Data sync with cloud backend\"],\"outputFormat\":\"markdown\"}",
+ "description": "Create a markdown spec document for a mobile task manager app including features and technical requirements."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Spec",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createReadme",
+ "description": "Generates a comprehensive README.md file for software projects based on project details input by the user. It processes inputs like project name, description, installation instructions, usage examples, license, and contributor info to output a well-structured Markdown readme document suitable for GitHub or other repositories.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the software project to be documented.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "A brief overview that describes the purpose and features of the project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "installationInstructions",
+ "type": "string",
+ "description": "Step-by-step commands or procedures needed to install the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageExamples",
+ "type": "string",
+ "description": "Code snippets or usage scenarios illustrating how to use the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "license",
+ "type": "string",
+ "description": "The license under which the project is released (e.g., MIT, Apache 2.0).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contributingGuidelines",
+ "type": "string",
+ "description": "Information about how others can contribute to the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactInfo",
+ "type": "string",
+ "description": "Contact details or links for users to reach the maintainers for support or questions.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated README content as a single string in Markdown format with sections populated from the input parameters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create a standard and well-organized README.md file for a software project repository from structured project information, enabling quick documentation generation without manual Markdown authoring.",
+ "limitations": "This tool does not verify the correctness or completeness of the input data and cannot generate project-specific diagrams or advanced documentation beyond text-based README sections.",
+ "examples": [
+ "Create a README for a new CLI tool including installation and usage instructions.",
+ "Generate a README with licensing and contributing guidelines after project initialization.",
+ "Produce a README with contact info and a project overview for a library repository."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "documentation",
+ "README",
+ "Markdown",
+ "project setup",
+ "developer tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"AwesomeLib\",\"projectDescription\":\"A JavaScript library for awesome tasks.\",\"installationInstructions\":\"npm install awesomelib\",\"usageExamples\":\"const al = require('awesomelib');\\nal.doAwesome();\",\"license\":\"MIT\",\"contributingGuidelines\":\"Please open issues and pull requests.\",\"contactInfo\":\"contact@awesomelib.org\"}",
+ "description": "README for a JavaScript library including all common sections."
+ },
+ {
+ "inputJson": "{\"projectName\":\"DataCruncher\",\"projectDescription\":\"Data analytics tool for big data.\",\"installationInstructions\":\"pip install datacruncher\",\"usageExamples\":\"from datacruncher import analyze\\nresults = analyze(data)\",\"license\":\"Apache 2.0\",\"contributingGuidelines\":\"Contributions welcome via GitHub.\",\"contactInfo\":\"dev@datacruncher.com\"}",
+ "description": "Generating README for a Python data analytics project with detailed usage and licensing."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createTemplate",
+ "description": "Creates customizable document templates by accepting a template name, an optional description, specified fields with their types and placeholders, and output format preferences. Processes inputs to generate reusable template metadata that can be used for consistent content generation or form creation.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "templateName",
+ "type": "string",
+ "description": "The name identifying the template to create.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Optional detailed description of the template’s purpose or content.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fields",
+ "type": "array",
+ "description": "An array of objects defining each field's name, type, placeholder, and optional default value included in the template.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired format of the generated template metadata, e.g., JSON, YAML, or XML.",
+ "required": false,
+ "defaultValue": "JSON"
+ },
+ {
+ "name": "includeValidation",
+ "type": "boolean",
+ "description": "Flag indicating if validation rules should be included for the fields.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object representing the structured template definition including metadata and fields configuration, formatted as specified."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically create structured document or form templates defining standardized fields and metadata to reuse in content generation or collection workflows. Ideal for creating configurable templates for reports, surveys, emails, or contracts without manual formatting.",
+ "limitations": "This tool does not generate populated documents or handle content filling; it only creates the template schema. It does not support highly complex layout or styling beyond basic field definitions.",
+ "examples": [
+ "Create a survey template named 'Customer Feedback' with fields for rating and comments.",
+ "Generate an email template with placeholders for recipient name and date.",
+ "Build a JSON structured template for a product specification sheet with validation rules."
+ ]
+ },
+ "tags": [
+ "template",
+ "document",
+ "content creation",
+ "form",
+ "schema",
+ "metadata",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"templateName\":\"Customer Survey\",\"description\":\"Template for customer satisfaction surveys\",\"fields\":[{\"name\":\"customerName\",\"type\":\"string\",\"placeholder\":\"Enter customer name\"},{\"name\":\"rating\",\"type\":\"number\",\"placeholder\":\"Rate from 1 to 5\",\"defaultValue\":\"3\"},{\"name\":\"comments\",\"type\":\"string\",\"placeholder\":\"Additional feedback\"}],\"outputFormat\":\"JSON\",\"includeValidation\":true}",
+ "description": "Creates a customer survey template with name, rating, and comments fields formatted as JSON including validation."
+ },
+ {
+ "inputJson": "{\"templateName\":\"Email Follow-up\",\"fields\":[{\"name\":\"recipientName\",\"type\":\"string\",\"placeholder\":\"Recipient's full name\"},{\"name\":\"meetingDate\",\"type\":\"string\",\"placeholder\":\"Date of the meeting\"}],\"outputFormat\":\"YAML\"}",
+ "description": "Generates an email follow-up template with recipient name and meeting date placeholders formatted as YAML."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createFAQ",
+ "description": "Generates a structured FAQ (Frequently Asked Questions) document based on provided thematic area and related questions and answers. Accepts a topic title and an array of question-answer pairs, then formats them into an organized FAQ list suitable for websites or documentation.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the FAQ document, providing context for the questions.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "questionsAndAnswers",
+ "type": "array",
+ "description": "An array of objects each containing a 'question' and an 'answer' field, representing the FAQ entries.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language for the FAQ content, specified by standard language code (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "\"en\""
+ },
+ {
+ "name": "includeIntroduction",
+ "type": "boolean",
+ "description": "If true, prepends a brief introduction to the FAQ document summarizing the topic.",
+ "required": false,
+ "defaultValue": "\"false\""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with a string 'faqDocument' containing the formatted FAQ content, including the topic heading, optional introduction, and the list of question-answer pairs."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate a clear, structured FAQ document from a set of questions and answers about a specific subject, useful for customer support sites, product documentation, or educational content. It simplifies creating well-organized FAQs based on input data.",
+ "limitations": "Does not generate the questions or answers automatically; it requires all questions and answers to be provided. The tool formats content but does not translate or validate factual accuracy.",
+ "examples": [
+ "Create an FAQ document about a new software product with given user questions and expert answers.",
+ "Generate an FAQ for common company HR policies based on provided Q&A data.",
+ "Format a set of technical support Q&A into a website-ready FAQ section."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "FAQ",
+ "documentation",
+ "question-answer",
+ "support",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Software Installation\",\"questionsAndAnswers\":[{\"question\":\"How do I install the software?\",\"answer\":\"Download the installer from our website and run the setup file.\"},{\"question\":\"What are the system requirements?\",\"answer\":\"The software requires Windows 10 or later and at least 4GB RAM.\"}],\"language\":\"en\",\"includeIntroduction\":true}",
+ "description": "Generate an English FAQ document on Software Installation with an introduction and two Q&A pairs."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createBrief",
+ "description": "Generates a concise brief document based on provided topic, audience, and objectives. Accepts textual inputs describing context and key points, then synthesizes them into a structured brief outlining purpose, scope, and recommended actions.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title or heading of the brief document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "Main subject or theme the brief will cover.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Intended readers or recipients of the brief to tailor tone and content.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "objectives",
+ "type": "array",
+ "description": "List of goals or desired outcomes the brief should address.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "backgroundInfo",
+ "type": "string",
+ "description": "Additional background information or context to include for completeness.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "lengthLimit",
+ "type": "number",
+ "description": "Maximum word count for the brief to ensure brevity and focus.",
+ "required": false,
+ "defaultValue": "300"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated brief text, structured with sections like introduction, key points, and conclusion."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create a focused, readable briefing document summarizing key information and goals for stakeholders, decision makers, or team members. Ideal for transforming raw inputs about a topic into a professional short report.",
+ "limitations": "The tool cannot replace expert domain knowledge or generate highly technical content without sufficient input data; it may also not create visuals or detailed attachments.",
+ "examples": [
+ "Create a brief outlining a project launch plan for the marketing team.",
+ "Generate a concise brief summarizing quarterly sales performance for executives.",
+ "Produce a summary brief on new security policies for all employees."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "brief",
+ "document",
+ "summary",
+ "business",
+ "writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Q2 Marketing Strategy Brief\",\"topic\":\"Marketing strategy for Q2\",\"audience\":\"Marketing Team\",\"objectives\":[\"Outline campaign goals\",\"Identify key channels\",\"Set KPIs\"],\"backgroundInfo\":\"Previous quarter results included 15% growth.\",\"lengthLimit\":250}",
+ "description": "Generate a concise brief to guide the marketing team on Q2 strategy focusing on goals and key performance indicators."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createSummary",
+ "description": "Generates a concise summary from a given text document or content string. Accepts raw text input and processes it using natural language processing techniques to produce a coherent summary, highlighting key points and main ideas, suitable for quick understanding or briefing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The raw input text content to summarize, can be a paragraph, article, or document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of words or characters for the summary output. Defines summary length.",
+ "required": false,
+ "defaultValue": "150"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code of the input text to optimize summarization quality.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeKeyPoints",
+ "type": "boolean",
+ "description": "Whether to include bullet-point key insights along with the summary paragraph.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the summary text and optionally an array of key points if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a quick summary of large or complex textual content for easier consumption, such as summarizing articles, reports, or meeting notes.",
+ "limitations": "Cannot guarantee perfect accuracy or cover all nuances of the original text; quality depends on input clarity and language. Not suitable for very short inputs or texts requiring deep semantic understanding beyond key information extraction.",
+ "examples": [
+ "Summarize the latest quarterly financial report into 100 words.",
+ "Create a summary with key bullet points from a product review article.",
+ "Provide a brief summary in French of a news story text."
+ ]
+ },
+ "tags": [
+ "summarization",
+ "content-creation",
+ "NLP",
+ "text-processing",
+ "document-summary",
+ "briefing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"The climate change report highlights increasing global temperatures, rising sea levels, and extreme weather events. It calls for urgent action to reduce greenhouse gas emissions and shift towards renewable energy sources.\",\"maxLength\":50,\"includeKeyPoints\":true}",
+ "description": "Summarizes a climate change report and extracts key points."
+ },
+ {
+ "inputJson": "{\"text\":\"In this article, the author reviews recent advances in AI, focusing on deep learning breakthroughs, ethical considerations, and future research directions.\",\"maxLength\":100}",
+ "description": "Generates a concise summary of an AI research article."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createTranscript",
+ "description": "Generates a structured text transcript from audio or video files, optionally enriched with timestamps and speaker labels. Accepts media files or URLs and outputs a clean, readable transcript in text format or JSON, facilitating content review, accessibility, or editing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "mediaUrl",
+ "type": "string",
+ "description": "URL of the audio or video file to transcribe; required if mediaContent is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "mediaContent",
+ "type": "string",
+ "description": "Base64-encoded content of audio or video media for transcription; required if mediaUrl is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the spoken content (e.g., 'en-US') to enhance transcription accuracy.",
+ "required": true,
+ "defaultValue": "en-US"
+ },
+ {
+ "name": "enableTimestamps",
+ "type": "boolean",
+ "description": "Whether to include timestamps for each segment or sentence in the transcript.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "enableSpeakerLabels",
+ "type": "boolean",
+ "description": "Whether to identify and label different speakers in the transcript when multiple voices are detected.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the transcript: plain text ('text') or structured JSON ('json').",
+ "required": false,
+ "defaultValue": "text"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the transcript text or structured JSON transcription data, including optional timestamps and speaker labels depending on inputs."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate a readable transcript from audio or video inputs, useful for meeting notes, captions, content indexing, or accessibility compliance. Ideal when the source media is available as a URL or direct content and when a textual or JSON transcript is desired.",
+ "limitations": "This tool does not perform punctuation correction beyond basic speech-to-text capabilities, nor does it handle complex audio separation beyond basic speaker labeling. It requires clear audio and a supported language code. It does not translate content or summarize transcripts.",
+ "examples": [
+ "Transcribe an English video from URL with timestamps enabled.",
+ "Create a plain text transcript from an uploaded audio file without speaker labels.",
+ "Generate a JSON transcript of a meeting recording with speaker identification."
+ ]
+ },
+ "tags": [
+ "transcription",
+ "content-creation",
+ "audio",
+ "video",
+ "accessibility",
+ "speech-to-text"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"mediaUrl\":\"https://example.com/audio/meeting.mp3\",\"language\":\"en-US\",\"enableTimestamps\":true,\"enableSpeakerLabels\":true,\"outputFormat\":\"json\"}",
+ "description": "Transcribe an English audio meeting file with speaker labels and timestamps, outputting JSON format."
+ },
+ {
+ "inputJson": "{\"mediaContent\":\"<base64-encoded-audio-data>\",\"language\":\"en-US\",\"enableTimestamps\":false,\"enableSpeakerLabels\":false,\"outputFormat\":\"text\"}",
+ "description": "Transcribe provided base64 audio content into plain text without timestamps or speaker labels."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createReleaseNotes",
+ "description": "Generates a structured release notes document from given version details, change summaries, and optional metadata. Accepts inputs like version number, release date, list of changes categorized by type, and links, then produces formatted release notes suitable for publication or distribution.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "version",
+ "type": "string",
+ "description": "The version identifier for the release, e.g., 'v2.4.1' or '1.0.0'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "releaseDate",
+ "type": "string",
+ "description": "The release date in ISO format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "changes",
+ "type": "array",
+ "description": "An array of change objects representing the updates included in this release. Each change includes type (e.g., 'Added', 'Fixed'), description, and optional component.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The optional title for the release notes document.",
+ "required": false,
+ "defaultValue": "Release Notes"
+ },
+ {
+ "name": "includeFooter",
+ "type": "boolean",
+ "description": "Whether to include a standard footer with the release note, such as contact info or support links.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "links",
+ "type": "array",
+ "description": "Optional array of link objects with text and URL to be included in the notes for further reference (e.g., issue trackers, documentation).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted release notes as a string and a structured summary object with categorized changes."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate professional and structured release notes from raw change data for software or product updates. Ideal for product managers, developers, or agents automating release documentation. It creates a human-readable document and a structured summary.",
+ "limitations": "This tool does not fetch or validate data from external sources; all input must be provided. It formats but does not publish release notes.",
+ "examples": [
+ "Create release notes for version 1.2.0 including added features, fixed bugs, and documentation improvements.",
+ "Generate a release notes document with a specific release date and additional reference links.",
+ "Produce release notes including a custom document title and without a footer."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "release notes",
+ "software documentation",
+ "versioning",
+ "change log"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"version\":\"2.1.0\",\"releaseDate\":\"2024-05-15\",\"changes\":[{\"type\":\"Added\",\"description\":\"Support for multi-language input.\"},{\"type\":\"Fixed\",\"description\":\"Bug causing crash on startup.\",\"component\":\"core\"},{\"type\":\"Improved\",\"description\":\"Enhanced UI responsiveness.\"}],\"title\":\"New Features and Fixes in v2.1.0\",\"includeFooter\":true,\"links\":[{\"text\":\"Full changelog\",\"url\":\"https://example.com/changelog\"}]}",
+ "description": "Generate release notes for version 2.1.0 including various change types and a footer with a changelog link."
+ },
+ {
+ "inputJson": "{\"version\":\"1.0.5\",\"changes\":[{\"type\":\"Fixed\",\"description\":\"Security patch in authentication module.\"}],\"includeFooter\":false}",
+ "description": "Minimal release notes for a patch version without footer or release date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "ReleaseNotes",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createMinutes",
+ "description": "Generates structured meeting minutes from provided meeting details including agenda, participant inputs, and notes. It organizes the content into sections such as decisions made, action items assigned, and summary notes, outputting a clear, formatted minutes document in text or JSON.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "meetingTitle",
+ "type": "string",
+ "description": "The title or subject of the meeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "meetingDate",
+ "type": "string",
+ "description": "Date of the meeting in ISO format (YYYY-MM-DD).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "participants",
+ "type": "array",
+ "description": "List of participant names involved in the meeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "agendaItems",
+ "type": "array",
+ "description": "List of agenda points or topics planned for discussion.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "discussionNotes",
+ "type": "object",
+ "description": "Mapping of agenda items to notes or summaries discussed under each topic.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "decisions",
+ "type": "array",
+ "description": "Key decisions made during the meeting.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "actionItems",
+ "type": "array",
+ "description": "Action items assigned, each with a description, assignee, and due date.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format of the minutes, either 'text' or 'json'.",
+ "required": false,
+ "defaultValue": "text"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted meeting minutes in the requested format, ready for review or distribution."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to generate a clear and comprehensive summary of a meeting's key points, including agenda coverage, decisions, and next steps, from raw input data provided by participants or meeting records. It streamlines producing professional minutes suitable for distribution.",
+ "limitations": "This tool does not transcribe from audio or video automatically; it requires textual input data. It cannot interpret ambiguous or incomplete meeting inputs without user clarification.",
+ "examples": [
+ "Create minutes for a project status meeting with agenda, discussion notes, decisions, and assigned action items.",
+ "Generate meeting minutes in JSON format for use in a project management app.",
+ "Summarize discussion points and decisions from a client call with listed participants and agenda."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "meeting",
+ "minutes",
+ "documentation",
+ "productivity",
+ "summary",
+ "action-items"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"meetingTitle\":\"Project Sync\",\"meetingDate\":\"2024-06-01\",\"participants\":[\"Alice\",\"Bob\",\"Charlie\"],\"agendaItems\":[\"Progress update\",\"Risks discussion\",\"Next steps\"],\"discussionNotes\":{\"Progress update\":\"Alice reported 80% completion.\",\"Risks discussion\":\"Bob highlighted potential delays due to resource shortage.\",\"Next steps\":\"Agree to hire contractors.\"},\"decisions\":[\"Approve contractor hiring\"],\"actionItems\":[{\"description\":\"Prepare budget proposal\",\"assignee\":\"Charlie\",\"dueDate\":\"2024-06-10\"}],\"format\":\"text\"}",
+ "description": "Generate comprehensive text minutes for a project sync meeting including agenda, notes, decisions, and action items."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createEmail",
+ "description": "Generates a professional email message based on user inputs such as recipient information, subject, body content, and optional signature and formatting preferences. The tool composes the complete email text output ready for sending or further editing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "recipientName",
+ "type": "string",
+ "description": "The name of the email recipient, used for greeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientEmail",
+ "type": "string",
+ "description": "The recipient's email address for reference or formatting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "The subject line text for the email message.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "body",
+ "type": "string",
+ "description": "The main content of the email message to communicate the intended information.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "senderName",
+ "type": "string",
+ "description": "The name of the sender to be included in the signature or closing line.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSignature",
+ "type": "boolean",
+ "description": "Whether to append a signature block with sender information at the end of the email.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone or style of email (e.g., formal, friendly, persuasive) to tailor language and style accordingly.",
+ "required": false,
+ "defaultValue": "formal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete formatted email, including subject and body as a text string ready for sending."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate a complete, context-appropriate email message based on specified parameters like recipient, subject, and body content. It helps create polished email drafts for various professional or casual communication needs.",
+ "limitations": "This tool does not send emails, validate email addresses, or handle attachments. It focuses solely on composing text content for emails.",
+ "examples": [
+ "Create a formal follow-up email to a client named Sarah regarding a project update.",
+ "Generate a friendly thank-you email to a coworker named John after a meeting.",
+ "Write a persuasive sales inquiry email to a prospect named Alex with specific product details."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "email",
+ "communication",
+ "text generation",
+ "business writing",
+ "professional communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientName\":\"Sarah\",\"recipientEmail\":\"sarah@example.com\",\"subject\":\"Project Update\",\"body\":\"I wanted to provide you with the latest status on the project. We have completed the initial phase and are on track for the next milestones.\",\"senderName\":\"Michael\",\"includeSignature\":true,\"tone\":\"formal\"}",
+ "description": "A formal project update email to a client named Sarah including signature."
+ },
+ {
+ "inputJson": "{\"recipientName\":\"John\",\"recipientEmail\":\"john@example.com\",\"subject\":\"Thank You!\",\"body\":\"Thanks so much for your help during yesterday's meeting. I really appreciate your insights and support.\",\"senderName\":\"Emily\",\"includeSignature\":false,\"tone\":\"friendly\"}",
+ "description": "A friendly thank-you email without a signature to a coworker named John."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createInvoice",
+ "description": "Generates a professional invoice document based on provided client details, itemized services or products, pricing, tax rates, and payment terms. Accepts structured inputs and outputs a formatted invoice in PDF or JSON format ready for distribution or record keeping.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "clientName",
+ "type": "string",
+ "description": "Full name or company name of the invoice recipient.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "clientAddress",
+ "type": "string",
+ "description": "Address of the client to appear on the invoice header.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "invoiceDate",
+ "type": "string",
+ "description": "Date of invoice issuance in ISO format (YYYY-MM-DD).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dueDate",
+ "type": "string",
+ "description": "Payment due date in ISO format (YYYY-MM-DD).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "items",
+ "type": "array",
+ "description": "List of invoice items, each including description, quantity, unitPrice, and optionally, taxRate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "currency",
+ "type": "string",
+ "description": "Currency code as per ISO 4217 (e.g., USD, EUR) used for all monetary values.",
+ "required": true,
+ "defaultValue": "USD"
+ },
+ {
+ "name": "taxRate",
+ "type": "number",
+ "description": "Default tax rate percentage to apply to all items without specific taxRate (e.g., 10 for 10%).",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "paymentTerms",
+ "type": "string",
+ "description": "Description of payment terms (e.g., 'Net 30 days', 'Due on receipt').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "invoiceNumber",
+ "type": "string",
+ "description": "Unique invoice identifier for tracking (auto-generated if empty).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the generated invoice document: 'PDF' or 'JSON'.",
+ "required": false,
+ "defaultValue": "PDF"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the invoice data and the generated document as a base64-encoded string with metadata including total amount and invoice number."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate professional invoices for clients programmatically, for billing or record-keeping purposes, by providing details like client info, line items, pricing, and payment terms. It helps in automating invoice creation for freelance work, business transactions, or ecommerce.",
+ "limitations": "This tool does not send invoices, handle payments, or manage accounting entries. It assumes accurate input data and does not perform validation beyond format checks.",
+ "examples": [
+ "Generate an invoice for a client with three service items, including taxes, in PDF format.",
+ "Create an invoice JSON object for an ecommerce order with product details and due date set to 30 days from invoice date.",
+ "Produce an invoice with default tax applied and specify payment terms for tracking."
+ ]
+ },
+ "tags": [
+ "invoice",
+ "document-generation",
+ "billing",
+ "finance",
+ "pdf",
+ "json",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"clientName\":\"Acme Corporation\",\"clientAddress\":\"123 Market St, Springfield\",\"invoiceDate\":\"2024-05-01\",\"dueDate\":\"2024-05-31\",\"items\":[{\"description\":\"Consulting Services\",\"quantity\":10,\"unitPrice\":150.00,\"taxRate\":8},{\"description\":\"Software License\",\"quantity\":5,\"unitPrice\":200.00}],\"currency\":\"USD\",\"taxRate\":10,\"paymentTerms\":\"Net 30 days\",\"invoiceNumber\":\"INV-20240501-001\",\"outputFormat\":\"PDF\"}",
+ "description": "Generate a PDF invoice for Acme Corporation with two items, applying item-specific and default tax rates, and specifying payment terms and invoice number."
+ },
+ {
+ "inputJson": "{\"clientName\":\"Jane Doe\",\"invoiceDate\":\"2024-06-10\",\"dueDate\":\"2024-06-25\",\"items\":[{\"description\":\"Graphic Design Work\",\"quantity\":15,\"unitPrice\":50}],\"currency\":\"USD\",\"taxRate\":7.5,\"outputFormat\":\"JSON\"}",
+ "description": "Create a JSON format invoice for an individual client with one design service line and a 7.5% tax rate applied to the entire invoice."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Invoice",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createResume",
+ "description": "Generates a professional resume document based on detailed user input including personal details, skills, work experience, education, and other relevant sections. Processes structured data to produce well-formatted resume content in a widely accepted format such as PDF or Word.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "fullName",
+ "type": "string",
+ "description": "Applicant's full name as it should appear on the resume",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactInfo",
+ "type": "object",
+ "description": "Contact details including email, phone number, and optionally address or LinkedIn URL",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "summary",
+ "type": "string",
+ "description": "A brief professional summary or objective statement highlighting career goals or skills",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "skills",
+ "type": "array",
+ "description": "List of relevant professional skills or technologies the applicant possesses",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "workExperience",
+ "type": "array",
+ "description": "Array of work experience entries including job title, company, start/end dates, and descriptions",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "education",
+ "type": "array",
+ "description": "Educational history entries including degrees, institutions, and graduation dates",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "certifications",
+ "type": "array",
+ "description": "Optional list of professional certifications or licenses",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output file format, e.g., 'pdf' or 'docx'",
+ "required": true,
+ "defaultValue": "pdf"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated resume as a base64-encoded string and metadata such as filename and format"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a polished, structured resume document from user-provided data to assist job seekers or professionals in creating job applications. Suitable for automating resume creation with customizable sections and output formats.",
+ "limitations": "Cannot evaluate or improve quality of input content; formatting customization options are limited; output depends entirely on accuracy and completeness of provided input data.",
+ "examples": [
+ "Generate a resume PDF for a software engineer with 5 years of experience and specific skills in JavaScript and AWS.",
+ "Create a resume document including education, certifications, and a professional summary for a recent graduate.",
+ "Produce a Word format resume highlighting project management experience and communication skills."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "resume",
+ "document-generation",
+ "career",
+ "job-application"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"fullName\":\"Jane Doe\",\"contactInfo\":{\"email\":\"jane.doe@example.com\",\"phone\":\"555-123-4567\"},\"summary\":\"Experienced software developer specializing in front-end technologies.\",\"skills\":[\"JavaScript\",\"React\",\"CSS\"],\"workExperience\":[{\"jobTitle\":\"Front-End Developer\",\"company\":\"Tech Solutions Inc.\",\"startDate\":\"2018-06-01\",\"endDate\":\"2023-03-01\",\"description\":\"Developed interactive web applications using React.\"}],\"education\":[{\"degree\":\"B.Sc. Computer Science\",\"institution\":\"State University\",\"graduationDate\":\"2018\"}],\"certifications\":[\"Certified JavaScript Developer\"],\"outputFormat\":\"pdf\"}",
+ "description": "Generate a PDF resume for a front-end developer including work experience and education."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Resume",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createChangelog",
+ "description": "Generates a structured changelog document from provided release metadata including version, date, and categorized changes. Accepts version string, release date, and an object listing added, changed, fixed, and removed items. Outputs a formatted changelog text suitable for release notes.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "version",
+ "type": "string",
+ "description": "The version number of the release (e.g., '1.2.0').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "releaseDate",
+ "type": "string",
+ "description": "The release date in ISO format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "changes",
+ "type": "object",
+ "description": "An object containing categorized arrays of changes: added, changed, fixed, removed. Each key maps to an array of strings describing each change.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Custom title for the changelog document; defaults to 'Changelog' if omitted.",
+ "required": false,
+ "defaultValue": "Changelog"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single 'changelog' string property with the formatted changelog text."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating user-readable changelog documents based on structured release notes data to maintain consistent formatting and clarity in software release documentation.",
+ "limitations": "This tool does not extract change information from code repositories or commit logs; it requires structured input data. It also does not support multilingual changelogs or rich media.",
+ "examples": [
+ "Create a changelog for version 2.0.0 including features added, bugs fixed, and items removed.",
+ "Generate a formatted changelog with a custom title and release date for internal documentation.",
+ "Produce a changelog from categorized entries with no release date provided."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "changelog",
+ "release-notes",
+ "documentation",
+ "software-development"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"version\":\"1.4.3\",\"releaseDate\":\"2023-12-15\",\"changes\":{\"added\":[\"New dashboard analytics module\",\"Support for OAuth2 authentication\"],\"fixed\":[\"Crash on startup under certain conditions\",\"Minor UI glitches in settings panel\"],\"changed\":[\"Updated third-party libraries to latest versions\"],\"removed\":[\"Deprecated legacy API endpoints\"]},\"title\":\"Release Notes\"}",
+ "description": "Standard release notes for version 1.4.3 with all categories of changes and a custom title."
+ },
+ {
+ "inputJson": "{\"version\":\"0.9.0\",\"changes\":{\"added\":[\"Initial beta release features\"],\"fixed\":[],\"changed\":[],\"removed\":[]}}",
+ "description": "Minimal changelog for an initial beta release without a release date and default title."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Changelog",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createBlogPost",
+ "description": "Generates a structured blog post based on a given topic, target audience, and style preferences. Accepts inputs such as title, key points, desired tone, and keywords. Processes these inputs to produce a full blog post draft including introduction, body sections, and conclusion, suitable for digital publishing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title of the blog post to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An array of strings listing the main points or ideas to cover in the blog post.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers to tailor content language and complexity, e.g., 'beginners', 'tech professionals'.",
+ "required": false,
+ "defaultValue": "general audience"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The tone or style of writing, such as 'informative', 'casual', 'professional', or 'persuasive'.",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "A list of SEO keywords to organically integrate within the blog content.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for the blog post output, e.g., 'en' for English.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "wordCount",
+ "type": "number",
+ "description": "Approximate desired word count for the blog post.",
+ "required": false,
+ "defaultValue": "800"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A detailed blog post object containing a title string, an array of paragraphs representing the body, and metadata such as estimated reading time."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate complete, coherent blog posts from a set of topics or ideas, customized for a specific audience or style. Especially useful for content marketing, educational articles, or informative posts.",
+ "limitations": "The tool may not perfectly capture highly specialized expert knowledge or very recent events. It cannot replace human editing for accuracy or compliance with editorial guidelines.",
+ "examples": [
+ "Create a blog post about climate change impacts aimed at high school students in a friendly tone.",
+ "Generate a professional blog post on cybersecurity best practices targeting IT professionals.",
+ "Write a casual blog post about travel tips incorporating given keywords for SEO."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "blog post",
+ "writing",
+ "SEO",
+ "digital marketing",
+ "article generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"The Future of Renewable Energy\",\"keyPoints\":[\"solar advancements\",\"wind power growth\",\"government policies\"],\"targetAudience\":\"general audience\",\"tone\":\"informative\",\"keywords\":[\"renewable energy\",\"solar power\",\"wind energy\"],\"language\":\"en\",\"wordCount\":900}",
+ "description": "Generate an informative blog post about future renewable energy trends for a general audience."
+ },
+ {
+ "inputJson": "{\"title\":\"Top 10 JavaScript Frameworks in 2024\",\"keyPoints\":[\"React\",\"Vue\",\"Angular\",\"Svelte\"],\"targetAudience\":\"web developers\",\"tone\":\"professional\",\"keywords\":[\"JavaScript\",\"frameworks\",\"web development\"],\"language\":\"en\",\"wordCount\":1200}",
+ "description": "Create a professional, detailed blog post comparing popular JavaScript frameworks for developers."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createArticle",
+ "description": "Generates a structured article based on a given topic, optional subtopics, target audience, desired length, and style preferences. Accepts input parameters describing the article requirements, processes them using content generation techniques, and produces a formatted text article including title, headings, and content paragraphs.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the article to write about.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subtopics",
+ "type": "array",
+ "description": "Optional list of subtopics or key points the article should cover.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended readers of the article to tailor language and tone accordingly.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Desired approximate length of the article in words.",
+ "required": false,
+ "defaultValue": "1000"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Writing style preference, e.g., formal, conversational, technical, or persuasive.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "includeReferences",
+ "type": "boolean",
+ "description": "Whether to include references or citations when applicable.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated article including title, an array of sections with headings and paragraph text, and metadata about word count."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal for AI agents tasked with producing complete, readable articles for blogs, educational sites, newsletters, or marketing content. It helps automate content creation from high-level parameters describing the topic and audience, ensuring consistent structure and style.",
+ "limitations": "The tool cannot guarantee factual accuracy or up-to-date information; it does not perform external research or verify facts. It may produce generic or repetitive content if inputs are too broad or vague.",
+ "examples": [
+ "Create a 1500-word technical article on quantum computing targeting early-career researchers.",
+ "Write a conversational blog post about sustainable living including subtopics on recycling and energy conservation.",
+ "Generate a formal summary article about recent space exploration missions for a general audience."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "article generation",
+ "writing",
+ "automated content",
+ "natural language generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of mindfulness meditation\",\"subtopics\":[\"stress reduction\",\"improved focus\"],\"targetAudience\":\"general public\",\"length\":800,\"style\":\"conversational\",\"includeReferences\":true}",
+ "description": "Generate an 800-word conversational article about mindfulness meditation benefits for the general public, including references."
+ },
+ {
+ "inputJson": "{\"topic\":\"Electric vehicles technology\",\"targetAudience\":\"technical enthusiasts\",\"length\":1200,\"style\":\"technical\",\"includeReferences\":false}",
+ "description": "Create a 1200-word technical article on electric vehicle technology targeted at technology enthusiasts."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createContract",
+ "description": "Generates a customized legal contract document based on provided contract type and terms. Accepts contract type (e.g., NDA, Service Agreement), parties involved, key terms, and optional clauses. Processes inputs to produce a clear, formatted contract text suitable for review and use.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "contractType",
+ "type": "string",
+ "description": "Type of contract to create, e.g., NDA, Service Agreement, Employment Agreement.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "parties",
+ "type": "array",
+ "description": "Array of party objects involved in the contract, each with name and role (e.g., {\"name\":\"Alice Corp\",\"role\":\"Disclosing Party\"}).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyTerms",
+ "type": "object",
+ "description": "Key terms and conditions to include, such as duration, payment amount, confidentiality terms, and termination clauses.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "optionalClauses",
+ "type": "array",
+ "description": "Additional optional clauses to include if needed, can be standard clauses like arbitration, governing law, or customized text.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language of the contract output, default is English.",
+ "required": false,
+ "defaultValue": "\"English\""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the fully generated contract text and a summary of included sections."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an agent needs to produce a legal contract document dynamically based on client specifications, ensuring clear and formal contracting text without manually drafting from scratch. Ideal for automating contract creation workflows or assisting users with draft contracts.",
+ "limitations": "This tool does not provide legal advice or guarantee legal enforceability. Complex or jurisdiction-specific contracts may require review by a qualified attorney.",
+ "examples": [
+ "Generate an NDA between Company A and Company B with a 2-year confidentiality term.",
+ "Create a Service Agreement outlining payment terms, deliverables, and termination conditions between Client and Provider.",
+ "Draft an Employment Agreement specifying roles, salary, benefits, and non-compete clauses."
+ ]
+ },
+ "tags": [
+ "contract",
+ "legal",
+ "document-generation",
+ "content-creation",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contractType\":\"NDA\",\"parties\":[{\"name\":\"Alice Corp\",\"role\":\"Disclosing Party\"},{\"name\":\"Bob LLC\",\"role\":\"Receiving Party\"}],\"keyTerms\":{\"duration\":\"2 years\",\"confidentiality\":\"absolute\",\"governingLaw\":\"California\"},\"optionalClauses\":[\"arbitration\"]}",
+ "description": "Create a nondisclosure agreement between two companies with a 2-year confidentiality term and arbitration clause."
+ },
+ {
+ "inputJson": "{\"contractType\":\"Service Agreement\",\"parties\":[{\"name\":\"Client Inc.\",\"role\":\"Client\"},{\"name\":\"ServicePro Ltd.\",\"role\":\"Provider\"}],\"keyTerms\":{\"paymentAmount\":\"5000 USD\",\"deliverables\":\"Monthly reports\",\"terminationNotice\":\"30 days\"},\"optionalClauses\":[]}",
+ "description": "Generate a service agreement specifying payment, deliverables, and termination conditions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Contract",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createDocument",
+ "description": "Generates a structured digital document based on user-provided content, format, and metadata. Accepts inputs including document title, body content, format type (e.g., markdown, HTML, plain text), and optional metadata such as author and creation date. Produces a formatted document string and metadata summary suitable for storage, display, or further processing.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title of the document to be created.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "bodyContent",
+ "type": "string",
+ "description": "The primary content/body text of the document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The desired document output format (e.g., 'markdown', 'html', 'plaintext').",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Name of the author of the document (optional).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "creationDate",
+ "type": "string",
+ "description": "ISO 8601 formatted date string indicating when the document was created (optional).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted document string and associated metadata including title, author, and creation date."
+ },
+ "aiAgent": {
+ "useCase": "Use when generating new digital documents with defined structure and format from raw textual content and metadata. Ideal for creating notes, reports, or articles programmatically in common formats for display, export, or storage.",
+ "limitations": "Does not perform advanced content editing or natural language generation; requires raw content input. Does not support embedded media like images or complex layouts beyond supported text formats.",
+ "examples": [
+ "Create a markdown document with a given title and body for blog post preparation.",
+ "Generate a plain text report with specified author and creation date metadata.",
+ "Produce an HTML formatted article from supplied textual content and metadata."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "document",
+ "generate",
+ "formatting",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Project Update\",\"bodyContent\":\"The team completed the first development sprint.\",\"format\":\"markdown\",\"author\":\"Alice Johnson\",\"creationDate\":\"2024-06-15T09:00:00Z\"}",
+ "description": "Creating a markdown document titled 'Project Update' with author and creation date metadata."
+ },
+ {
+ "inputJson": "{\"title\":\"Meeting Notes\",\"bodyContent\":\"Discussed action items and deadlines.\",\"format\":\"plaintext\"}",
+ "description": "Generating a plain text document from meeting notes without specifying author or date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createProposal",
+ "description": "Generates a structured project or business proposal document based on user-provided inputs including title, objectives, background, methods, budget, and timeline. Accepts key proposal elements and outputs a formatted proposal text suitable for presentations or submissions.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title or subject of the proposal.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "summary",
+ "type": "string",
+ "description": "A brief summary or abstract of the proposal.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "objectives",
+ "type": "array",
+ "description": "List of key objectives or goals the proposal aims to achieve.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "background",
+ "type": "string",
+ "description": "Background information or context motivating the proposal.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "methods",
+ "type": "string",
+ "description": "Description of the proposed methods, strategies or approaches to achieve objectives.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "budget",
+ "type": "string",
+ "description": "Financial budget details or cost estimates related to the proposal.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeline",
+ "type": "string",
+ "description": "Expected timeline or schedule for the project or work outlined in the proposal.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "The target audience or recipients of the proposal, to tailor tone and content.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the full formatted proposal text as a string, ready for use or export."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a comprehensive, structured proposal document from provided key points and inputs, such as for business plans, project funding requests, or research project outlines. It helps in converting raw content into a coherent professional proposal format.",
+ "limitations": "The tool does not generate domain-specific technical content or detailed financial models; it relies on user inputs to provide accurate data and context. It does not format visual elements like charts or images.",
+ "examples": [
+ "Create a project proposal for a new community garden initiative including objectives, budget, and timeline.",
+ "Generate a business proposal summary for a startup seeking seed funding.",
+ "Draft a research proposal outline highlighting background, objectives, and methods for academic submission."
+ ]
+ },
+ "tags": [
+ "content-creation",
+ "proposal",
+ "document-generation",
+ "business",
+ "project",
+ "writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Community Garden Project Proposal\",\"summary\":\"A project to establish a community garden to promote sustainability.\",\"objectives\":[\"Engage local residents\",\"Create productive green spaces\",\"Educate about sustainable practices\"],\"background\":\"Many urban areas lack green spaces. This project addresses this gap.\",\"methods\":\"Site selection, community outreach, planting workshops.\",\"budget\":\"$10,000 for materials and events.\",\"timeline\":\"6 month implementation from planning to harvest.\",\"audience\":\"Local city council and community stakeholders.\"}",
+ "description": "Generate a proposal document for a community garden project targeting local stakeholders."
+ },
+ {
+ "inputJson": "{\"title\":\"Seed Funding Business Proposal\",\"summary\":\"Proposal to secure seed funding for a tech startup.\",\"objectives\":[\"Develop MVP\",\"Launch a marketing campaign\",\"Expand user base\"],\"budget\":\"$200,000 for development and marketing.\",\"timeline\":\"12 months with quarterly milestones.\",\"audience\":\"Angel investors and venture capitalists.\"}",
+ "description": "Create a business proposal summary for a startup seeking seed funding."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Proposal",
+ "context": null
+ }
+ },
+ {
+ "name": "content-creation.createReport",
+ "description": "Generates a structured report document based on provided data, report type, and formatting preferences. Accepts inputs including title, sections with content in text or data format, and output format (e.g., PDF or DOCX). Processes the inputs to compile and format a comprehensive report with sections, summaries, and optional graphs, returning a downloadable report file URL or binary data.",
+ "category": "content-creation",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title of the report to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "An array of sections, each with a header and content (text or data) to include in the report.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "reportType",
+ "type": "string",
+ "description": "The type of report to generate, e.g., 'financial', 'project', 'research'. Determines template and styling.",
+ "required": false,
+ "defaultValue": "general"
+ },
+ {
+ "name": "includeSummary",
+ "type": "boolean",
+ "description": "Whether to include a summary section at the beginning of the report.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired output file format of the report, e.g., PDF, DOCX, HTML.",
+ "required": false,
+ "defaultValue": "PDF"
+ },
+ {
+ "name": "authorName",
+ "type": "string",
+ "description": "Optional author name to display in the report metadata or header.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the report document as a downloadable URL or as base64 encoded content with metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate detailed, structured reports from raw data, text inputs, or summarized content, such as business reports, research summaries, or project updates. It's useful when delivering formatted documents in common formats like PDF or DOCX for presentation or distribution.",
+ "limitations": "This tool does not perform data analysis or interpretation; it assumes input content is pre-analyzed. It cannot generate complex visualizations beyond basic charts or tables. It also does not support collaborative editing or real-time updates.",
+ "examples": [
+ "Create a financial report summarizing quarterly earnings with sections for overview, revenue, expenses, and forecasts.",
+ "Generate a research summary report from provided study data including methodology, results, and conclusion sections.",
+ "Produce a project status report with sections for milestones, risks, next steps, and an executive summary."
+ ]
+ },
+ "tags": [
+ "content creation",
+ "report generation",
+ "document",
+ "PDF",
+ "DOCX",
+ "business",
+ "summary"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Q1 Financial Report\",\"sections\":[{\"header\":\"Overview\",\"content\":\"This quarter saw strong revenue growth across all divisions.\"},{\"header\":\"Revenue\",\"content\":\"Total revenue reached $5M, up 15% from last quarter.\"},{\"header\":\"Expenses\",\"content\":\"Operating expenses increased by 5%, mainly due to marketing investments.\"},{\"header\":\"Forecast\",\"content\":\"Projected growth for Q2 is 10% based on current market trends.\"}],\"reportType\":\"financial\",\"includeSummary\":true,\"outputFormat\":\"PDF\",\"authorName\":\"Finance Team\"}",
+ "description": "Generate a financial quarterly report with summary and key sections in PDF format, authored by Finance Team."
+ },
+ {
+ "inputJson": "{\"title\":\"Project Alpha Status Update\",\"sections\":[{\"header\":\"Milestones\",\"content\":\"Completed initial design and prototype phases.\"},{\"header\":\"Risks\",\"content\":\"Potential delays due to vendor supply chain issues.\"},{\"header\":\"Next Steps\",\"content\":\"Begin user testing and feedback collection.\"}],\"reportType\":\"project\",\"includeSummary\":false,\"outputFormat\":\"DOCX\",\"authorName\":\"Project Manager\"}",
+ "description": "Create a project status update report without summary, formatted as DOCX, authored by Project Manager."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "create",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderQuote",
+ "description": "This tool takes a textual quote and author information as input, optionally applying formatting styles such as citation style, emphasis, and including source details. It outputs a nicely formatted quote block suitable for embedding into documentation, web pages, or publications, ensuring consistent and professional presentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "quoteText",
+ "type": "string",
+ "description": "The main content of the quote to be rendered.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Name of the person who said or wrote the quote.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "source",
+ "type": "string",
+ "description": "Optional source or context where the quote originated (e.g., book, speech).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to format the quote (e.g., \"APA\", \"MLA\", \"Chicago\").",
+ "required": false,
+ "defaultValue": "\"APA\""
+ },
+ {
+ "name": "emphasize",
+ "type": "boolean",
+ "description": "Flag to apply emphasis styling (italic or bold) to the quote text.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "includeQuotationMarks",
+ "type": "boolean",
+ "description": "Whether to enclose the quote text with quotation marks.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a formatted quote string ready for embedding, including optional author and source attribution formatted according to the chosen citation style."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to present a styled, formatted quote block in documentation or content, ensuring the quote is clear, properly attributed, and adheres to stylistic guidelines. It is ideal for automated content generation workflows that require consistent quote presentation.",
+ "limitations": "The tool does not generate the quote content itself and does not validate the authenticity or correctness of quote attributions or citation formatting beyond common styles.",
+ "examples": [
+ "Render a famous quote with author and source in APA style.",
+ "Format a motivational quote with emphasis and without quotation marks.",
+ "Create a blockquote with MLA citation style including source details."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "quote",
+ "formatting",
+ "citation",
+ "content-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"quoteText\":\"The only limit to our realization of tomorrow is our doubts of today.\",\"author\":\"Franklin D. Roosevelt\",\"source\":\"Speech, 1945\",\"citationStyle\":\"APA\",\"emphasize\":true,\"includeQuotationMarks\":true}",
+ "description": "Render an emphasized quote with author and source using APA style, including quotation marks."
+ },
+ {
+ "inputJson": "{\"quoteText\":\"Code is like humor. When you have to explain it, it’s bad.\",\"author\":\"Cory House\",\"citationStyle\":\"MLA\",\"emphasize\":false,\"includeQuotationMarks\":false}",
+ "description": "Render a quote without quotation marks or emphasis with MLA citation and author attribution only."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderCitation",
+ "description": "Renders formatted citations from structured bibliographic data in various citation styles (e.g., APA, MLA, Chicago). Accepts input metadata such as author names, title, publication date, and outputs a correctly styled citation string for embedding in documents or references.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "citationData",
+ "type": "object",
+ "description": "Structured bibliographic information including fields like authors, title, year, journal, publisher, etc.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Citation style to render the citation in (e.g., APA, MLA, Chicago, IEEE).",
+ "required": true,
+ "defaultValue": "APA"
+ },
+ {
+ "name": "locale",
+ "type": "string",
+ "description": "Locale code to adjust citation formatting according to regional conventions (e.g., en-US, en-GB).",
+ "required": false,
+ "defaultValue": "en-US"
+ },
+ {
+ "name": "includeUrl",
+ "type": "boolean",
+ "description": "Whether to include a URL or DOI if present in the citation data.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "truncateAuthors",
+ "type": "number",
+ "description": "Maximum number of authors to show before using 'et al.'; 0 means no truncation.",
+ "required": false,
+ "defaultValue": "0"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing 'formattedCitation': the citation string formatted according to the requested style and options."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to generate accurate, styled citations for bibliographic entries to embed in documentation, academic papers, or reference lists. It helps ensure compliance with citation standards without manual formatting.",
+ "limitations": "This tool cannot validate the correctness of bibliographic data; it assumes input data is accurate. It also may not support highly specialized or very new citation styles not included in common style sets.",
+ "examples": [
+ "Generate an APA citation string from provided author and journal info.",
+ "Render a citation in MLA style for a book reference.",
+ "Create a Chicago style citation for a conference paper including a DOI URL."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "citation",
+ "formatting",
+ "bibliography",
+ "academic",
+ "reference"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"citationData\":{\"authors\":[{\"firstName\":\"John\",\"lastName\":\"Doe\"},{\"firstName\":\"Jane\",\"lastName\":\"Smith\"}],\"title\":\"Understanding AI Tools\",\"year\":2024,\"journal\":\"Journal of AI Research\",\"volume\":\"15\",\"issue\":\"3\",\"pages\":\"123-145\",\"doi\":\"10.1234/jairesearch.2024.0153\"},\"style\":\"APA\",\"locale\":\"en-US\",\"includeUrl\":true,\"truncateAuthors\":0}",
+ "description": "Render an APA style citation with full authors and DOI URL."
+ },
+ {
+ "inputJson": "{\"citationData\":{\"authors\":[{\"firstName\":\"Alice\",\"lastName\":\"Brown\"},{\"firstName\":\"Bob\",\"lastName\":\"Green\"},{\"firstName\":\"Carol\",\"lastName\":\"White\"}],\"title\":\"Machine Learning Basics\",\"publisher\":\"Tech Books\",\"year\":2023},\"style\":\"MLA\",\"truncateAuthors\":2}",
+ "description": "Render an MLA style book citation truncating authors after two with et al."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderSentence",
+ "description": "Renders a single sentence into formatted documentation text based on specified style and context parameters. Accepts raw sentence text and options such as text style (e.g., plain, bold, italic), target documentation format (Markdown, HTML, plain text), and optional language or domain context. Outputs the sentence string formatted accordingly for inclusion in documentation files.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "sentence",
+ "type": "string",
+ "description": "The raw sentence text to be rendered into documentation format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The target documentation format to render the sentence into (e.g., \"markdown\", \"html\", \"plain\").",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Text style to apply to the sentence, such as \"plain\", \"bold\", or \"italic\".",
+ "required": false,
+ "defaultValue": "plain"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Optional language code (e.g., \"en\", \"fr\") to apply locale-specific rendering rules or text normalization.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "Optional domain or context hint (e.g., \"api\", \"user-guide\") to adapt formatting or vocabulary appropriately.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "string",
+ "description": "The formatted sentence string ready for inclusion in documentation, matching the specified format and style."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating documentation content that requires transforming raw sentences into specific markup or plain text formats for consistent style and readability across documents, such as API references, guides, or manuals. It helps render sentences with correct emphasis or styling and adapts formatting to target documentation standards like Markdown or HTML.",
+ "limitations": "This tool only renders single sentences and does not handle paragraphs, multi-sentence formatting, or complex document structure. It does not perform language translation or deep linguistic analysis beyond basic locale adjustments.",
+ "examples": [
+ "Render a sentence bolded in Markdown format.",
+ "Create an italicized sentence in HTML for an API guide.",
+ "Convert a plain sentence into plain text without formatting."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "rendering",
+ "formatting",
+ "sentence",
+ "markdown",
+ "html",
+ "text-style"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sentence\":\"This function initializes the user session.\",\"format\":\"markdown\",\"style\":\"bold\"}",
+ "description": "Render a sentence as bold Markdown text."
+ },
+ {
+ "inputJson": "{\"sentence\":\"Supports multiple languages.\",\"format\":\"html\",\"style\":\"italic\",\"language\":\"en\"}",
+ "description": "Render a sentence italicized in HTML format with English context."
+ },
+ {
+ "inputJson": "{\"sentence\":\"Use admin privileges to access this endpoint.\",\"format\":\"plain\"}",
+ "description": "Render a sentence as plain text without additional styling."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderLink",
+ "description": "Renders an HTML anchor tag as a string based on input URL, display text, and optional attributes like target or CSS classes. Accepts parameters for URL, link text, and attributes, and outputs the complete HTML link element string that can be embedded in documentation or web content.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The URL to link to. Must be a valid HTTP/HTTPS or relative URL.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "linkText",
+ "type": "string",
+ "description": "The text displayed for the link. If empty, the URL is used as the text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "openInNewTab",
+ "type": "boolean",
+ "description": "If true, adds target=\"_blank\" and rel=\"noopener noreferrer\" to open link in a new browser tab securely.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "cssClass",
+ "type": "string",
+ "description": "Optional CSS class(es) to apply to the anchor tag for styling.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "id",
+ "type": "string",
+ "description": "Optional id attribute for the anchor element.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single property 'html' which is a string representing the fully rendered HTML anchor element."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate well-formed HTML links for documentation pages, markdown conversion, or web content automatically. It ensures correct syntax and allows customization of attributes like opening in a new tab or adding CSS classes.",
+ "limitations": "This tool only generates the anchor tag HTML string and does not validate URL accessibility or sanitize inputs beyond basic escaping.",
+ "examples": [
+ "Create a link to 'https://example.com' with display text 'Example Website'.",
+ "Generate a link to '/docs/setup' with CSS class 'doc-link' opening in a new tab.",
+ "Render a link with just the URL, using it as the link text too."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "html",
+ "link rendering",
+ "web",
+ "string generation",
+ "markup"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://example.com\",\"linkText\":\"Example Website\",\"openInNewTab\":false,\"cssClass\":\"\",\"id\":\"\"}",
+ "description": "Basic link to example.com with custom text."
+ },
+ {
+ "inputJson": "{\"url\":\"/docs/setup\",\"linkText\":\"Setup Guide\",\"openInNewTab\":true,\"cssClass\":\"doc-link\",\"id\":\"setup-link\"}",
+ "description": "Link to a relative docs path that opens in a new tab with styling and ID."
+ },
+ {
+ "inputJson": "{\"url\":\"https://openai.com\",\"linkText\":\"\",\"openInNewTab\":false,\"cssClass\":\"\",\"id\":\"\"}",
+ "description": "Link with URL as the link text by default."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderHeading",
+ "description": "Renders a formatted heading string in Markdown, HTML, or plain text based on the specified heading level and style. Accepts heading text, level (1-6), output format, and optional inline styling parameters. Outputs a string representing the formatted heading suitable for documentation content.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The heading text content to render.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "level",
+ "type": "number",
+ "description": "Heading level from 1 (highest) to 6 (lowest).",
+ "required": true,
+ "defaultValue": "1"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format: markdown, html, or plain.",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "inlineStyle",
+ "type": "string",
+ "description": "Optional inline CSS style string to apply (only valid for HTML format).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "id",
+ "type": "string",
+ "description": "Optional id attribute for the heading (used only in HTML format).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single field 'renderedHeading' which is the formatted heading string according to the specified format and parameters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to generate a properly formatted heading string for documentation or content generation in supported formats like Markdown or HTML. It facilitates consistent, semantically correct heading rendering based on level and customization.",
+ "limitations": "Cannot generate complex heading components beyond text (e.g., icons). Inline styles apply only to HTML output; Markdown and plain text do not support styling.",
+ "examples": [
+ "Render a level 2 heading in Markdown with text 'Introduction'.",
+ "Generate a level 3 heading in HTML with custom inline style and id.",
+ "Output a plain text heading level 1 with a given title."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "rendering",
+ "heading",
+ "markdown",
+ "html",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"Project Overview\",\"level\":1,\"format\":\"markdown\"}",
+ "description": "Render a top-level heading in Markdown."
+ },
+ {
+ "inputJson": "{\"text\":\"Features\",\"level\":3,\"format\":\"html\",\"inlineStyle\":\"color:blue; font-weight:bold;\",\"id\":\"features-section\"}",
+ "description": "Generate a styled HTML h3 with an ID attribute."
+ },
+ {
+ "inputJson": "{\"text\":\"Summary\",\"level\":2,\"format\":\"plain\"}",
+ "description": "Create a plain text heading at level 2."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderReference",
+ "description": "Renders structured reference documentation from input source data such as JSON objects or markdown content. Processes the input to format sections like definitions, parameters, examples, and notes into clean HTML or markdown output suitable for technical documentation sites or wikis.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "inputData",
+ "type": "object",
+ "description": "A structured object containing reference content such as definitions, parameters, return types, and examples.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The format to render the reference documentation in, e.g., 'html' or 'markdown'.",
+ "required": true,
+ "defaultValue": "html"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Optional styling theme to apply, such as 'light' or 'dark'.",
+ "required": false,
+ "defaultValue": "light"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "Whether to include code or usage examples in the output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming or markup language for syntax highlighting in examples, e.g., 'json', 'javascript'.",
+ "required": false,
+ "defaultValue": "json"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a string 'renderedContent' with the formatted reference documentation ready to be integrated or published."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate clean, well-structured technical reference documentation from raw structured data or annotated source content. It's ideal for dynamically creating docs pages, API references, or SDK guides in different formats and themes.",
+ "limitations": "The tool does not scrape or extract references automatically from unstructured text; input must be pre-structured. It also does not support advanced interactive elements or live code execution.",
+ "examples": [
+ "Render a JSON-based function reference into HTML with a light theme including usage examples.",
+ "Generate markdown documentation for a set of API parameters without examples, using syntax highlight for JavaScript.",
+ "Produce a dark-themed HTML output of SDK method references from input data including all examples."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "rendering",
+ "reference",
+ "technical-writing",
+ "api-docs",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputData\":{\"title\":\"createUser\",\"description\":\"Creates a new user in the system.\",\"parameters\":[{\"name\":\"username\",\"type\":\"string\",\"description\":\"Unique username for the user.\"},{\"name\":\"password\",\"type\":\"string\",\"description\":\"Password for the user.\"}],\"returns\":{\"type\":\"UserObject\",\"description\":\"The newly created user object.\"},\"examples\":[{\"description\":\"Basic usage example.\",\"code\":\"createUser('alice','password123')\"}]},\"outputFormat\":\"html\",\"theme\":\"light\",\"includeExamples\":true,\"language\":\"javascript\"}",
+ "description": "Render a function reference into HTML format with light theme including examples."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderWord",
+ "description": "This tool takes a word or phrase along with optional formatting instructions and renders it as styled content suitable for documentation or presentation. It accepts input text, font style, size, color, and weight, processing these to generate a formatted word output as HTML or Markdown snippet. The output can be embedded in documents or web pages.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The word or phrase to render.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "fontStyle",
+ "type": "string",
+ "description": "Optional font style such as normal, italic, or oblique.",
+ "required": false,
+ "defaultValue": "normal"
+ },
+ {
+ "name": "fontSize",
+ "type": "number",
+ "description": "Optional font size in pixels to apply to the word.",
+ "required": false,
+ "defaultValue": "14"
+ },
+ {
+ "name": "color",
+ "type": "string",
+ "description": "Optional color value (CSS color name or hex code) for the rendered word.",
+ "required": false,
+ "defaultValue": "#000000"
+ },
+ {
+ "name": "fontWeight",
+ "type": "string",
+ "description": "Optional font weight such as normal, bold, bolder, or numerical values (e.g., 400).",
+ "required": false,
+ "defaultValue": "normal"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The format for rendered output: 'html' for HTML snippet or 'markdown' for Markdown formatted text.",
+ "required": false,
+ "defaultValue": "html"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered word as a string in the specified format. Includes the formattedContent string and the outputFormat used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate styled textual content for documentation, readmes, or web-based help pages where specific font styling for glossary terms, keywords, or labels is required. It helps automate consistent formatting of keywords in generated documentation outputs.",
+ "limitations": "Does not perform advanced text layout beyond basic inline styling. Not suitable for rendering paragraphs, images, or complex document structures. Output is limited to HTML or Markdown formats for a single styled word or phrase.",
+ "examples": [
+ "Render the word 'API' in bold and blue color as HTML.",
+ "Render the phrase 'function name' italic and in 16px font size in Markdown.",
+ "Generate the word 'Error' in red and bold for embedding in documentation."
+ ]
+ },
+ "tags": [
+ "render",
+ "word",
+ "documentation",
+ "formatting",
+ "html",
+ "markdown",
+ "text-style"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"API\",\"fontWeight\":\"bold\",\"color\":\"blue\",\"outputFormat\":\"html\"}",
+ "description": "Render the word 'API' in bold blue text as an HTML snippet."
+ },
+ {
+ "inputJson": "{\"text\":\"function name\",\"fontStyle\":\"italic\",\"fontSize\":16,\"outputFormat\":\"markdown\"}",
+ "description": "Render the phrase 'function name' in italic with 16px font size using Markdown format."
+ },
+ {
+ "inputJson": "{\"text\":\"Error\",\"color\":\"#FF0000\",\"fontWeight\":\"bolder\",\"outputFormat\":\"html\"}",
+ "description": "Render the word 'Error' in bright red color with bolder font weight as HTML."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderText",
+ "description": "Renders input text content into formatted HTML or Markdown based on specified formatting options and templates. Accepts raw text along with format specifications and returns the rendered string ready for documentation pages or previews.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The raw text content to be rendered. Required.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The target output format: 'html' or 'markdown'. Defaults to 'html'.",
+ "required": false,
+ "defaultValue": "html"
+ },
+ {
+ "name": "template",
+ "type": "string",
+ "description": "Optional template name or string to apply around the text for consistent styling or layout. If empty, no template is applied.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "sanitizeHtml",
+ "type": "boolean",
+ "description": "Whether to sanitize the output HTML to prevent XSS or unwanted tags. Applies only if format is 'html'. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "customStyles",
+ "type": "string",
+ "description": "Optional CSS styles to embed or include in the rendered output for additional customization. Ignored if format is 'markdown'.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered content as a string in the requested format, ready for use in documentation or previews."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert plain or lightly formatted text into rich documentation-ready HTML or Markdown output. Suitable for generating previews, rendering marked-up instructions, or embedding styled text within documentation sites.",
+ "limitations": "This tool does not perform natural language understanding or content generation. It does not convert other formats like PDF or Word documents. Sanitization applies only to HTML output and does not fix semantic markdown errors.",
+ "examples": [
+ "Render a simple Markdown snippet for a software API doc section.",
+ "Convert raw text into safe HTML with embedded custom CSS styles for a documentation page.",
+ "Apply a predefined template around text before rendering it as HTML for consistent branding in docs."
+ ]
+ },
+ "tags": [
+ "render",
+ "documentation",
+ "text formatting",
+ "html",
+ "markdown",
+ "template",
+ "sanitize",
+ "styles"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"# API Reference\\nThis is the main API documentation section.\",\"format\":\"markdown\",\"template\":\"\",\"sanitizeHtml\":true,\"customStyles\":\"\"}",
+ "description": "Render a Markdown heading and paragraph as Markdown output without a template."
+ },
+ {
+ "inputJson": "{\"text\":\"<h1>Welcome</h1><p>API Docs Content</p>\",\"format\":\"html\",\"template\":\"<div class=\\\"doc-container\\\">{{content}}</div>\",\"sanitizeHtml\":true,\"customStyles\":\".doc-container { font-family: Arial; }\"}",
+ "description": "Render HTML content wrapped in a custom template container with CSS styling and sanitization."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderChart",
+ "description": "Renders a customizable chart image based on input dataset and chart configuration parameters. Accepts data points, chart type, labels, colors, and style options; processes them to generate a visual chart rendering output as a base64-encoded PNG image or SVG markup, suitable for embedding in documentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "array",
+ "description": "Array of objects representing data points with x and y values or category and value pairs, required to plot the chart.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "chartType",
+ "type": "string",
+ "description": "Type of chart to render, such as 'line', 'bar', 'pie', or 'scatter'.",
+ "required": true,
+ "defaultValue": "line"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title displayed on top of the chart.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "xAxisLabel",
+ "type": "string",
+ "description": "Label for the X axis, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "yAxisLabel",
+ "type": "string",
+ "description": "Label for the Y axis, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "colors",
+ "type": "array",
+ "description": "Array of color strings to be used in the chart for different series or slices.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the output chart image or SVG in pixels.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the output chart image or SVG in pixels.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the rendered output, either 'png' for base64 PNG image or 'svg' for SVG markup.",
+ "required": false,
+ "defaultValue": "png"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the chart image data: base64-encoded PNG string or SVG markup string, along with metadata such as width, height, and format."
+ },
+ "aiAgent": {
+ "useCase": "Use when generating visual charts for inclusion in software documentation, reports, or technical articles from raw or structured data to improve readability and explanation of concepts. Ideal for automated documentation generation requiring charts illustrating numerical or categorical data trends.",
+ "limitations": "Cannot render highly interactive charts or export other formats like PDF. Complex multi-axis or 3D charts are not supported. Input data must be well-structured arrays with appropriate fields.",
+ "examples": [
+ "Render a line chart for monthly sales data.",
+ "Generate a pie chart showing market share percentages with custom colors.",
+ "Create a bar chart to display survey results with axis labels and title."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "chart",
+ "rendering",
+ "visualization",
+ "image",
+ "svg",
+ "png"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":[{\"x\":\"Jan\",\"y\":120},{\"x\":\"Feb\",\"y\":150},{\"x\":\"Mar\",\"y\":170}],\"chartType\":\"line\",\"title\":\"Monthly Sales\",\"xAxisLabel\":\"Month\",\"yAxisLabel\":\"Sales\",\"colors\":[\"#4a90e2\"],\"width\":600,\"height\":400,\"outputFormat\":\"png\"}",
+ "description": "Render a line chart for monthly sales with axis labels and title in PNG format."
+ },
+ {
+ "inputJson": "{\"data\":[{\"category\":\"Apple\",\"value\":40},{\"category\":\"Samsung\",\"value\":35},{\"category\":\"Others\",\"value\":25}],\"chartType\":\"pie\",\"title\":\"Market Share Q1\",\"colors\":[\"#ff6384\",\"#36a2eb\",\"#cc65fe\"],\"width\":500,\"height\":500,\"outputFormat\":\"svg\"}",
+ "description": "Generate a pie chart showing market share with custom colors in SVG format."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Chart",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderParagraph",
+ "description": "Renders a formatted documentation paragraph from raw input text, optionally applying markdown or HTML styling. Accepts plain text input along with formatting options and produces a styled paragraph string for documentation systems.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The raw text content of the paragraph to render.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format for rendering the paragraph: 'plain', 'markdown', or 'html'.",
+ "required": false,
+ "defaultValue": "plain"
+ },
+ {
+ "name": "alignment",
+ "type": "string",
+ "description": "Text alignment for the paragraph: 'left', 'right', 'center', or 'justify'.",
+ "required": false,
+ "defaultValue": "left"
+ },
+ {
+ "name": "includeHeader",
+ "type": "boolean",
+ "description": "Whether to include a header above the paragraph (e.g., a section title).",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "headerText",
+ "type": "string",
+ "description": "Text to include as the header above the paragraph if includeHeader is true.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered paragraph as a formatted string under 'renderedParagraph'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to produce a styled paragraph for documentation outputs, converting raw text input into formatted Markdown, HTML, or plain text paragraphs optionally with headers and alignment. It helps in generating presentable document sections dynamically.",
+ "limitations": "Does not support complex layouts, images, or embedded multimedia. Does not generate multiple paragraphs or large documents, only a single paragraph block.",
+ "examples": [
+ "Render a simple plain text paragraph with default alignment.",
+ "Render a paragraph in markdown with center alignment.",
+ "Render a HTML paragraph with a header title included."
+ ]
+ },
+ "tags": [
+ "rendering",
+ "documentation",
+ "text formatting",
+ "paragraph",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"This is a sample documentation paragraph.\",\"format\":\"plain\"}",
+ "description": "Render a basic plain text paragraph."
+ },
+ {
+ "inputJson": "{\"text\":\"This paragraph explains the API usage.\",\"format\":\"markdown\",\"alignment\":\"center\"}",
+ "description": "Render a centered markdown paragraph."
+ },
+ {
+ "inputJson": "{\"text\":\"Details of the component.\",\"format\":\"html\",\"includeHeader\":true,\"headerText\":\"Component Details\"}",
+ "description": "Render an HTML paragraph with a header."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderAttachment",
+ "description": "Renders an attachment file for inclusion in documentation by converting it to an embeddable or preview format. Accepts an attachment URL or raw file data, processes conversion or resizing, and outputs HTML or markdown snippets for displaying image, audio, video, or document previews within documentation pages.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "attachmentUrl",
+ "type": "string",
+ "description": "URL of the attachment file to render (image, audio, video, document). Required if rawFileData is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "rawFileData",
+ "type": "string",
+ "description": "Base64-encoded content of the attachment file. Used if attachmentUrl is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "fileType",
+ "type": "string",
+ "description": "Optional MIME type or file extension of the attachment (e.g., 'image/png', 'pdf'). Helps determine rendering method.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxWidth",
+ "type": "number",
+ "description": "Maximum width in pixels for rendering images or document previews to keep them fit within documentation layout.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "maxHeight",
+ "type": "number",
+ "description": "Maximum height in pixels for rendering images or document previews to keep them fit within documentation layout.",
+ "required": false,
+ "defaultValue": "400"
+ },
+ {
+ "name": "renderFormat",
+ "type": "string",
+ "description": "Output rendering format: 'html' for HTML snippet or 'markdown' for markdown compatible snippet.",
+ "required": false,
+ "defaultValue": "html"
+ },
+ {
+ "name": "enablePreview",
+ "type": "boolean",
+ "description": "If true, generates a preview (thumbnail or playable embedded player) instead of just a download link.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered snippet as a string and metadata about the rendered attachment, including embed type and sanitized file details."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to embed or display various types of attachment files within documentation pages or markdown files, enabling rich media previews or download links to enhance documentation clarity and engagement. It supports images, audio, video, and document formats, converting or resizing as needed.",
+ "limitations": "This tool does not perform OCR or content extraction from attachments, nor does it handle live streaming media. Large files may have performance limitations, and unsupported file types will return a simple download link without preview.",
+ "examples": [
+ "Render an image attachment from a URL as an embeddable HTML snippet with a max width of 500px.",
+ "Render a PDF document from base64 data as a preview thumbnail in markdown format.",
+ "Generate an audio player preview for an MP3 file attachment URL to embed in documentation."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "attachment",
+ "rendering",
+ "media",
+ "preview",
+ "embed",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"attachmentUrl\":\"https://example.com/images/logo.png\",\"fileType\":\"image/png\",\"maxWidth\":500,\"renderFormat\":\"html\",\"enablePreview\":true}",
+ "description": "Render a PNG image from URL as an HTML snippet with preview and max width 500px."
+ },
+ {
+ "inputJson": "{\"rawFileData\":\"JVBERi0xLjQKJcfs...base64encodedpdf...\",\"fileType\":\"application/pdf\",\"maxWidth\":400,\"maxHeight\":400,\"renderFormat\":\"markdown\",\"enablePreview\":true}",
+ "description": "Render a PDF from base64 string as a markdown preview thumbnail of max 400x400."
+ },
+ {
+ "inputJson": "{\"attachmentUrl\":\"https://example.com/audio/tutorial.mp3\",\"fileType\":\"audio/mpeg\",\"renderFormat\":\"html\",\"enablePreview\":true}",
+ "description": "Render an MP3 audio file from URL as an embeddable audio player in HTML."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Attachment",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderScreenshot",
+ "description": "This tool captures a screenshot of a specified webpage or user interface element. It accepts a URL or CSS selector as input, optionally allows setting capture dimensions and device emulation, and returns a high-quality screenshot image in PNG or JPEG format encoded as a base64 string for embedding in documentation or reports.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The URL of the webpage to capture the screenshot from. Required if selector is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "selector",
+ "type": "string",
+ "description": "CSS selector identifying a specific element on the webpage to capture instead of the full page. Required if url is provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "The width in pixels of the viewport or capture area. Defaults to 1280.",
+ "required": false,
+ "defaultValue": "1280"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "The height in pixels of the viewport or capture area. Defaults to 720.",
+ "required": false,
+ "defaultValue": "720"
+ },
+ {
+ "name": "deviceScaleFactor",
+ "type": "number",
+ "description": "Device pixel ratio for high resolution captures, e.g., 2 for retina displays.",
+ "required": false,
+ "defaultValue": "1"
+ },
+ {
+ "name": "fullPage",
+ "type": "boolean",
+ "description": "Whether to capture the entire scrollable page when selector is not specified. Defaults to false.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Image format of the output screenshot: png or jpeg. Defaults to png.",
+ "required": false,
+ "defaultValue": "png"
+ },
+ {
+ "name": "quality",
+ "type": "number",
+ "description": "Quality of the image from 0 to 100, applicable only for jpeg format. Defaults to 80.",
+ "required": false,
+ "defaultValue": "80"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the base64 encoded screenshot image string and its metadata"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically capture screenshots of webpages or specific UI elements to embed them in documentation, bug reports, or visual guides. It supports setting viewport size, high-res captures, partial element snapshots, and image format options for flexible documentation needs.",
+ "limitations": "Cannot capture screenshots of webpages that require authentication or have dynamic content that changes after load without additional scripting. Does not support video capture or interactive content snapshots.",
+ "examples": [
+ "Capture a full page screenshot of a documentation homepage in PNG format.",
+ "Capture a specific component from a webpage using a CSS selector in JPEG format with quality 75.",
+ "Capture a viewport-sized screenshot emulating a retina device for high-resolution images."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "screenshot",
+ "rendering",
+ "webpage",
+ "ui",
+ "capture",
+ "image"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://example.com/docs\",\"fullPage\":true,\"format\":\"png\"}",
+ "description": "Capture a full-page PNG screenshot of the example.com docs homepage."
+ },
+ {
+ "inputJson": "{\"url\":\"https://example.com/app\",\"selector\":\"#main-header\",\"width\":800,\"height\":200,\"format\":\"jpeg\",\"quality\":75}",
+ "description": "Capture a JPEG screenshot of the main header element on the example app webpage with custom size and quality."
+ },
+ {
+ "inputJson": "{\"url\":\"https://example.com/dashboard\",\"width\":1280,\"height\":720,\"deviceScaleFactor\":2,\"format\":\"png\"}",
+ "description": "Capture a 1280x720 viewport screenshot with retina scale factor for a dashboard page."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Screenshot",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderDashboard",
+ "description": "Renders an interactive analytics dashboard based on provided documentation usage and engagement data. Accepts structured input data including metrics, configuration options for visualization style and layout, and user preferences. Produces a fully assembled dashboard view as HTML or JSON widget output ready for embedding in documentation portals.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "metricsData",
+ "type": "object",
+ "description": "Structured analytics data object representing various documentation usage metrics and events to visualize.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "visualizationType",
+ "type": "string",
+ "description": "The style of visualization to render, e.g., 'barChart', 'lineGraph', 'heatMap', or 'summaryStats'.",
+ "required": false,
+ "defaultValue": "barChart"
+ },
+ {
+ "name": "layoutConfig",
+ "type": "object",
+ "description": "Configuration object specifying dashboard layout preferences such as widget arrangement, size, and theme.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the rendered dashboard output, e.g., 'html', 'jsonWidget'.",
+ "required": false,
+ "defaultValue": "html"
+ },
+ {
+ "name": "includeFilters",
+ "type": "boolean",
+ "description": "Whether to include interactive filters and controls to allow end-user data exploration within the dashboard.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered dashboard content as a string, and metadata such as content type and generation timestamp."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate a visual analytic dashboard summarizing documentation engagement metrics, such as page views, user feedback, or search terms. Ideal for embedding within documentation portals or reporting interfaces.",
+ "limitations": "This tool does not perform raw data analytics or data cleaning; input data must be preprocessed and validated. It also does not support real-time streaming data or complex custom visualizations beyond predefined templates.",
+ "examples": [
+ "Render a bar chart dashboard of page views and user ratings as HTML for internal docs portal.",
+ "Generate a JSON widget displaying a line graph of weekly documentation search trends with interactive filters enabled.",
+ "Create a summary statistics dashboard in HTML showing documentation usage patterns with a default layout and theme."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "dashboard",
+ "analytics",
+ "rendering",
+ "visualization",
+ "reporting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"metricsData\":{\"pageViews\":[100,150,200],\"userRatings\":[4.5,4.7,4.8]},\"visualizationType\":\"barChart\",\"layoutConfig\":{\"theme\":\"light\"},\"outputFormat\":\"html\",\"includeFilters\":true}",
+ "description": "Render a bar chart dashboard with page views and user ratings metrics as an interactive HTML dashboard."
+ },
+ {
+ "inputJson": "{\"metricsData\":{\"searchTerms\":[{\"term\":\"API\",\"count\":120},{\"term\":\"authentication\",\"count\":80}]},\"visualizationType\":\"lineGraph\",\"outputFormat\":\"jsonWidget\",\"includeFilters\":false}",
+ "description": "Generate a line graph JSON widget visualizing documentation search term counts without filters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Dashboard",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderGraph",
+ "description": "Renders a visual graph from structured graph data provided as nodes and edges. Accepts input in JSON format describing graph components, processes layout and styling options, and outputs a rendered graph image or SVG suitable for embedding in documentation or reports.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "graphData",
+ "type": "object",
+ "description": "The graph data containing nodes and edges to render, structured as {nodes: [...], edges: [...]}. Each node and edge should include required properties (e.g., id, label).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "layout",
+ "type": "string",
+ "description": "The graph layout algorithm to use (e.g., 'force-directed', 'circular', 'tree').",
+ "required": false,
+ "defaultValue": "force-directed"
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "The width in pixels of the rendered graph image.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "The height in pixels of the rendered graph image.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The image format for output, such as 'svg' or 'png'.",
+ "required": false,
+ "defaultValue": "svg"
+ },
+ {
+ "name": "nodeStyle",
+ "type": "object",
+ "description": "Optional styling options for nodes, including color, shape, and size.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "edgeStyle",
+ "type": "object",
+ "description": "Optional styling options for edges, including color and width.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered graph as a base64 encoded image string and the image format used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool whenever an AI needs to produce visual representations of graph data to embed in documentation or reports. It is ideal for rendering dependency graphs, organizational charts, flow diagrams, or network topologies from JSON data describing nodes and edges.",
+ "limitations": "Cannot process unstructured or incomplete graph data; limited to common graph layouts and standard styling; does not provide interactive or animated graphs.",
+ "examples": [
+ "Render a force-directed graph showing module dependencies for a software project.",
+ "Generate a hierarchical tree diagram to illustrate organization structure.",
+ "Create a circular layout graph to represent network device connections."
+ ]
+ },
+ "tags": [
+ "visualization",
+ "graph",
+ "rendering",
+ "documentation",
+ "diagram",
+ "svg",
+ "png"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"graphData\":{\"nodes\":[{\"id\":\"1\",\"label\":\"Node 1\"},{\"id\":\"2\",\"label\":\"Node 2\"}],\"edges\":[{\"from\":\"1\",\"to\":\"2\"}]},\"layout\":\"force-directed\",\"width\":800,\"height\":600,\"outputFormat\":\"svg\"}",
+ "description": "Render a simple force-directed graph with two connected nodes as SVG image."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Graph",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderDiagram",
+ "description": "Renders visual diagrams from structured diagram description inputs such as flowcharts, UML diagrams, or network graphs, producing SVG or PNG image outputs suitable for embedding in documentation or presentations.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "diagramType",
+ "type": "string",
+ "description": "Type of diagram to render (e.g., flowchart, UML, network).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "diagramData",
+ "type": "string",
+ "description": "Structured diagram description in JSON or a recognized DSL format defining nodes, edges, and styling.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output image format, either 'svg' or 'png'. Defaults to 'svg'.",
+ "required": false,
+ "defaultValue": "svg"
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Optional width of the output diagram image in pixels.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Optional height of the output diagram image in pixels.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Optional visual theme to apply (e.g., 'light', 'dark').",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing the base64-encoded image data string of the rendered diagram and format metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate precise, professional diagrams programmatically from structured description formats during documentation creation, presentations, or technical reports. It is effective for converting diagram definitions into embeddable images directly, ensuring consistency and integration with documentation workflows.",
+ "limitations": "This tool cannot interpret unstructured natural language descriptions into diagrams or edit diagrams interactively. It requires a structured input format describing the diagram elements explicitly.",
+ "examples": [
+ "Render a UML class diagram specified in JSON to SVG for embedding in API docs.",
+ "Generate a flowchart illustrating a process workflow from a defined DSL input in PNG format for training materials.",
+ "Create a network topology diagram from a JSON description applying a dark theme for system architecture documentation."
+ ]
+ },
+ "tags": [
+ "rendering",
+ "diagram",
+ "documentation",
+ "visualization",
+ "svg",
+ "png",
+ "flowchart",
+ "uml"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"diagramType\":\"flowchart\",\"diagramData\":\"{\\\"nodes\\\":[{\\\"id\\\":\\\"start\\\",\\\"label\\\":\\\"Start\\\"},{\\\"id\\\":\\\"end\\\",\\\"label\\\":\\\"End\\\"}],\\\"edges\\\":[{\\\"from\\\":\\\"start\\\",\\\"to\\\":\\\"end\\\"}]}\",\"outputFormat\":\"svg\",\"width\":800,\"height\":600,\"theme\":\"light\"}",
+ "description": "Render a simple flowchart with a Start and End node into an 800x600 SVG using a light theme."
+ },
+ {
+ "inputJson": "{\"diagramType\":\"uml\",\"diagramData\":\"{\\\"classes\\\":[{\\\"name\\\":\\\"User\\\",\\\"attributes\\\":[\\\"id: int\\\",\\\"name: string\\\"],\\\"methods\\\":[\\\"login()\\\",\\\"logout()\\\"]}]}\"}",
+ "description": "Render a UML class diagram with one class 'User' showing attributes and methods as SVG."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Diagram",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderFile",
+ "description": "Renders a documentation file from various input formats (Markdown, HTML, plain text) into a specified output format such as PDF, HTML page, or image. It accepts the file content or path, processes formatting and styling options, and produces a rendered file output accessible via a path or as a binary buffer.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "inputContent",
+ "type": "string",
+ "description": "The raw content of the file to render, for example Markdown or HTML text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputFilePath",
+ "type": "string",
+ "description": "Path or URL to the source file to render. Used if inputContent is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputFormat",
+ "type": "string",
+ "description": "Format of the input content. Supported values: 'markdown', 'html', 'plaintext'.",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired format of the rendered output file. Supported values: 'pdf', 'html', 'png'.",
+ "required": true,
+ "defaultValue": "pdf"
+ },
+ {
+ "name": "styleTheme",
+ "type": "string",
+ "description": "Optional name of the style theme or CSS to apply during rendering for formatting consistency.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to generate and include a table of contents in the output (only applicable for pdf and html).",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "outputFilePath",
+ "type": "string",
+ "description": "Optional path to save the rendered output file. If empty, output is returned as a data buffer.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with output file path if saved, or binary data buffer if not, plus info about the rendering process."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert documentation files from common source formats into publishable rendered documents such as PDF reports, styled HTML pages, or static images for embedding or sharing. It supports styling and table of contents generation for better presentation.",
+ "limitations": "Does not perform content translation or editing. Does not support interactive web features beyond static HTML output. Output quality depends on correctness of input format and style definitions.",
+ "examples": [
+ "Render a Markdown README into a styled PDF report file.",
+ "Convert an HTML documentation page into a PNG image for quick preview.",
+ "Render plaintext notes into an HTML page with a custom style theme."
+ ]
+ },
+ "tags": [
+ "rendering",
+ "documentation",
+ "file",
+ "conversion",
+ "pdf",
+ "html",
+ "markdown"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputContent\":\"# Project Title\\n\\nThis is an example documentation file in Markdown.\",\"inputFormat\":\"markdown\",\"outputFormat\":\"pdf\",\"includeTableOfContents\":true,\"outputFilePath\":\"/tmp/project_documentation.pdf\"}",
+ "description": "Render a markdown content string into a PDF file with a table of contents saved to a specified path."
+ },
+ {
+ "inputJson": "{\"inputFilePath\":\"./docs/manual.html\",\"inputFormat\":\"html\",\"outputFormat\":\"png\",\"styleTheme\":\"dark\",\"outputFilePath\":\"./outputs/manual_preview.png\"}",
+ "description": "Render an HTML documentation file into a PNG image using a dark style theme."
+ },
+ {
+ "inputJson": "{\"inputContent\":\"Documentation plain text content.\",\"inputFormat\":\"plaintext\",\"outputFormat\":\"html\",\"styleTheme\":\"clean\"}",
+ "description": "Render plain text content into a clean styled HTML page returning the data buffer since no outputFilePath specified."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "File",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderVideo",
+ "description": "Renders a video from provided documentation assets such as images, text overlays, voice narration, and animations. Accepts input files and configuration options, processes and composes them into a finalized video output file ready for use in tutorials or presentations.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "imageAssets",
+ "type": "array",
+ "description": "Array of image file paths or URLs to include as frames or slides in the video.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "textOverlays",
+ "type": "array",
+ "description": "Array of text overlay objects containing text content and timing information to be rendered on video frames.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "audioNarration",
+ "type": "string",
+ "description": "File path or URL to an audio narration file to synchronize with the video content.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired video output format like mp4, mov, or avi.",
+ "required": true,
+ "defaultValue": "mp4"
+ },
+ {
+ "name": "resolution",
+ "type": "string",
+ "description": "Video resolution to output, e.g., '1920x1080' or '1280x720'.",
+ "required": false,
+ "defaultValue": "1920x1080"
+ },
+ {
+ "name": "frameRate",
+ "type": "number",
+ "description": "Frame rate of the output video, frames per second.",
+ "required": false,
+ "defaultValue": "30"
+ },
+ {
+ "name": "backgroundMusic",
+ "type": "string",
+ "description": "Optional background music file to mix with narration audio.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "animationStyles",
+ "type": "object",
+ "description": "Configuration object for applying animations or transitions between frames.",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the file path or URL of the rendered video, and metadata like duration and size."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating video tutorials, explainer videos, or demo reels from static documentation assets including images, voice narration, and text overlays for enhanced multimedia documentation. It automates composition and encoding.",
+ "limitations": "Cannot create video content from scratch without assets; does not perform speech synthesis or image generation; limited to provided assets and simple animations only.",
+ "examples": [
+ "Generate a video tutorial from a set of screenshots with narrated instructions.",
+ "Render an explainer video combining animated text overlays and background music from the doc assets.",
+ "Compose a product demo video by arranging images with voice narration and output as mp4."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "video",
+ "rendering",
+ "media",
+ "tutorial",
+ "multimedia"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"imageAssets\":[\"slide1.png\",\"slide2.png\"],\"textOverlays\":[{\"text\":\"Step 1: Setup\",\"startTime\":0,\"endTime\":5}],\"audioNarration\":\"narration.mp3\",\"outputFormat\":\"mp4\",\"resolution\":\"1280x720\",\"frameRate\":24,\"backgroundMusic\":\"bgmusic.mp3\",\"animationStyles\":{\"transition\":\"fade\"}}",
+ "description": "Render a 720p mp4 video from two slides with text overlay and narration plus background music and fade transitions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Video",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderImage",
+ "description": "Renders an image with optional overlays such as captions, highlights, and annotations for embedding in documentation. Accepts image source, overlay details, and output format, processes rendering accordingly, and generates an image file or data URI for use in documents.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "imageSource",
+ "type": "string",
+ "description": "URL or base64 string of the source image to render.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width in pixels to render the output image. Maintains aspect ratio if only width is specified.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height in pixels to render the output image. Maintains aspect ratio if only height is specified.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "caption",
+ "type": "string",
+ "description": "Optional caption text to overlay at the bottom of the image.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "annotations",
+ "type": "array",
+ "description": "Array of objects defining annotations to overlay on the image (each with x,y coords, text, and optional style).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "highlightAreas",
+ "type": "array",
+ "description": "Array of rectangular areas to highlight on the image, each with x,y,width,height, and color.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired output image format, e.g., png, jpeg, or svg.",
+ "required": false,
+ "defaultValue": "png"
+ },
+ {
+ "name": "returnDataUri",
+ "type": "boolean",
+ "description": "Whether to return the rendered image as a base64 data URI instead of a binary file URL.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered image output. Includes either 'imageUrl' as a string URL to the rendered image or 'dataUri' as base64 encoded string if requested, plus metadata like width, height, and format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate or modify images with documentation-focused overlays such as captions, annotations, or highlights to embed into technical docs, tutorials, or guides. It helps produce ready-to-use image files with precise rendering tailored to documentation needs.",
+ "limitations": "This tool does not perform complex image editing like retouching or advanced graphic design. It is limited to static image rendering with overlays and highlights. It also does not extract text from images or perform OCR.",
+ "examples": [
+ "Render a screenshot with a highlighted button area and caption for user guide embedding.",
+ "Generate a diagram image with multiple annotations at specified coordinates for API documentation.",
+ "Produce a resized version of a diagram in JPEG format returned as a data URI for inline embedding."
+ ]
+ },
+ "tags": [
+ "rendering",
+ "image",
+ "documentation",
+ "overlay",
+ "annotation",
+ "caption"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"imageSource\":\"https://example.com/screenshot.png\",\"width\":1024,\"caption\":\"Step 3: Click the highlighted button.\",\"highlightAreas\":[{\"x\":150,\"y\":200,\"width\":100,\"height\":50,\"color\":\"#FF0000\"}],\"outputFormat\":\"png\",\"returnDataUri\":false}",
+ "description": "Render an external screenshot image, resize to 1024px width, add a caption below, highlight a rectangular area in red, output as PNG file URL."
+ },
+ {
+ "inputJson": "{\"imageSource\":\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA...\",\"annotations\":[{\"x\":50,\"y\":40,\"text\":\"Important\",\"style\":{\"fontSize\":14,\"color\":\"blue\"}}],\"outputFormat\":\"jpeg\",\"returnDataUri\":true}",
+ "description": "Render a base64-encoded PNG input, add a blue text annotation at coordinates, output as JPEG format and return as base64 data URI."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Image",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderBrief",
+ "description": "Renders a concise, structured brief document from provided content or data inputs. Accepts text snippets, key points, or structured data, processes to organize and summarize them into a formatted brief that highlights essential information. Outputs a document string suitable for executive summaries, reports, or briefing notes.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title of the brief document to display at the top.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "content",
+ "type": "array",
+ "description": "An array of text paragraphs or bullet points to include in the body of the brief.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "summary",
+ "type": "string",
+ "description": "A short summary section to introduce or encapsulate the brief’s main messages.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The output format of the brief, such as 'markdown', 'html', or 'plaintext'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeDate",
+ "type": "boolean",
+ "description": "Whether to include the current date stamp in the brief header.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length for the generated brief to ensure brevity.",
+ "required": false,
+ "defaultValue": "1000"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted brief as a string under 'document' key and metadata such as length and format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create clear, concise briefing documents highlighting essential information from input content or data, suitable for business, academic, or executive contexts. It helps produce ready-to-use summaries or briefs for presentation or distribution.",
+ "limitations": "This tool cannot generate original content or infer information beyond the supplied input; it solely organizes and formats provided data into a brief. It does not support complex multimedia or interactive formats.",
+ "examples": [
+ "Render a markdown brief titled 'Project Update' summarizing key progress points.",
+ "Create a plaintext brief with a summary introduction and content bullets for a meeting recap.",
+ "Generate an HTML formatted brief limited to 500 characters including the current date."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "render",
+ "brief",
+ "summary",
+ "formatting",
+ "reporting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Weekly Marketing Brief\",\"content\":[\"Increased social media engagement by 15%.\",\"Campaign leads up 10% this week.\",\"Prepared budget forecast for next quarter.\"],\"summary\":\"Key highlights of this week's marketing efforts.\",\"format\":\"markdown\",\"includeDate\":true,\"maxLength\":800}",
+ "description": "Generate a markdown brief summarizing weekly marketing highlights including date."
+ },
+ {
+ "inputJson": "{\"title\":\"Executive Summary\",\"content\":[\"Company revenue rose 8% compared to last quarter.\",\"New product launch scheduled next month.\",\"Cost optimization measures reduced expenses by 5%.\"],\"summary\":\"Quick overview of quarterly financial and operational status.\",\"format\":\"plaintext\",\"includeDate\":false,\"maxLength\":500}",
+ "description": "Create a plaintext executive summary brief without date display, concise and under 500 characters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderAudio",
+ "description": "Renders audio content into embeddable HTML audio players or generates audio files from text inputs using speech synthesis. Accepts audio file URLs, raw audio data, or text to generate speech, and outputs HTML snippets or audio files suitable for documentation embedding or playback.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "inputType",
+ "type": "string",
+ "description": "Type of input provided: 'audioFile', 'audioUrl', or 'textToSpeech'. Determines processing method.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputContent",
+ "type": "string",
+ "description": "The actual content to process: audio file data as base64 (for audioFile), URL string (for audioUrl), or text string (for textToSpeech).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "voice",
+ "type": "string",
+ "description": "Voice profile to use for text-to-speech synthesis (when inputType is 'textToSpeech').",
+ "required": false,
+ "defaultValue": "en-US"
+ },
+ {
+ "name": "autoplay",
+ "type": "boolean",
+ "description": "Whether the rendered audio player should start playback automatically.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "controls",
+ "type": "boolean",
+ "description": "Whether the rendered audio player should display playback controls.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "loop",
+ "type": "boolean",
+ "description": "Whether the audio playback should loop.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing an HTML string for embedding the audio player or a URL to the generated audio file if text-to-speech was used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to embed playable audio content or generate narration audio for documentation pages, tutorials, or guides from audio files, URLs, or plain text. It simplifies audio rendering and generation with customizable playback options.",
+ "limitations": "Cannot perform advanced audio editing, format conversions beyond supported types, or provide highly customized voice synthesis beyond basic parameters.",
+ "examples": [
+ "Render an HTML audio player for an audio file base64 data.",
+ "Generate narration audio from text input using speech synthesis and get embeddable HTML.",
+ "Embed an audio URL as a playable element with controls and looping enabled."
+ ]
+ },
+ "tags": [
+ "audio",
+ "rendering",
+ "documentation",
+ "text-to-speech",
+ "media",
+ "embedding"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputType\":\"audioUrl\",\"inputContent\":\"https://example.com/audio/tutorial.mp3\",\"autoplay\":false,\"controls\":true,\"loop\":false}",
+ "description": "Embed an audio player for an external MP3 file URL with controls enabled."
+ },
+ {
+ "inputJson": "{\"inputType\":\"textToSpeech\",\"inputContent\":\"Welcome to the documentation tutorial.\",\"voice\":\"en-US\",\"autoplay\":false,\"controls\":true,\"loop\":false}",
+ "description": "Generate speech audio from text and get an embeddable audio player HTML snippet."
+ },
+ {
+ "inputJson": "{\"inputType\":\"audioFile\",\"inputContent\":\"data:audio/wav;base64,UklGRiQAAABXQVZFZm10IBAAAAABAAEA...\",\"autoplay\":true,\"controls\":false,\"loop\":true}",
+ "description": "Embed a base64-encoded audio file as an auto-playing looping audio player without controls."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Audio",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderDocument",
+ "description": "Renders a structured document from markdown or HTML input into various output formats such as PDF, HTML, or plain text. Accepts source content and formatting options, processes the content applying styles and layout, and produces a formatted document file or string ready for distribution or display.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "sourceContent",
+ "type": "string",
+ "description": "The input document content in markdown or HTML format to be rendered.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceFormat",
+ "type": "string",
+ "description": "Format of the input content: 'markdown' or 'html'. Determines parsing strategy.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format: 'pdf', 'html', or 'text'. Specifies the rendering target format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "stylesheet",
+ "type": "string",
+ "description": "Optional CSS stylesheet or path to style file to apply during rendering for consistent formatting.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "If true and supported by outputFormat, include a generated table of contents in the rendered document.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "pageSize",
+ "type": "string",
+ "description": "Page size for formats like PDF (e.g., 'A4', 'Letter'). Defaults to 'A4' if not specified.",
+ "required": false,
+ "defaultValue": "A4"
+ },
+ {
+ "name": "orientation",
+ "type": "string",
+ "description": "Page orientation for formats like PDF: 'portrait' or 'landscape'. Defaults to 'portrait'.",
+ "required": false,
+ "defaultValue": "portrait"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the rendered document and metadata including format and optional table of contents info. The 'content' field contains the rendered output as base64 string for binary formats like PDF, or as string for HTML/text."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool to convert authored documentation in markdown or HTML into polished documents in common formats consumable by end users or for distribution, such as PDFs for offline use, styled HTML for web publication, or plain text for simple sharing. It facilitates automated rendering in documentation workflows.",
+ "limitations": "Does not perform content validation or syntax checking of markdown/html input; complex interactive features like embedding videos or scripting are not supported. Stylesheet application is limited to CSS compatible with the rendering engine.",
+ "examples": [
+ "Render markdown user guide into a styled PDF document for printing.",
+ "Convert HTML API reference with embedded styles into a clean HTML page for web hosting.",
+ "Generate plain text summary from a markdown document for quick email sharing."
+ ]
+ },
+ "tags": [
+ "rendering",
+ "documentation",
+ "markdown",
+ "html",
+ "pdf",
+ "formatting",
+ "document generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceContent\":\"# Introduction\\nThis is a sample document.\",\"sourceFormat\":\"markdown\",\"outputFormat\":\"pdf\",\"stylesheet\":\"\",\"includeTableOfContents\":true,\"pageSize\":\"A4\",\"orientation\":\"portrait\"}",
+ "description": "Render a simple markdown document into PDF with a table of contents."
+ },
+ {
+ "inputJson": "{\"sourceContent\":\"<h1>API Reference</h1><p>Details of endpoints.</p>\",\"sourceFormat\":\"html\",\"outputFormat\":\"html\",\"stylesheet\":\"body { font-family: Arial; }\",\"includeTableOfContents\":false}",
+ "description": "Render an HTML snippet into styled HTML output applying a CSS stylesheet."
+ },
+ {
+ "inputJson": "{\"sourceContent\":\"# Summary\\nList of items.\",\"sourceFormat\":\"markdown\",\"outputFormat\":\"text\",\"includeTableOfContents\":false}",
+ "description": "Convert markdown content into plain text format without table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderSummary",
+ "description": "This tool accepts a structured documentation object or markdown text and generates a concise, well-organized summary of the document's main points, headings, and key information. It extracts and condenses content to produce a readable summary suitable for quick understanding or inclusion in overview sections.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "documentContent",
+ "type": "string",
+ "description": "The full text content of the document to summarize, in plain text or markdown format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxSummaryLength",
+ "type": "number",
+ "description": "The approximate maximum number of words for the generated summary. If omitted, defaults to 150 words.",
+ "required": false,
+ "defaultValue": "150"
+ },
+ {
+ "name": "includeHeadings",
+ "type": "boolean",
+ "description": "Whether to structure the summary with document headings for clarity. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code of the document content, such as 'en' for English. Used for proper processing. Defaults to 'en'.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a summary string that concisely represents the key points and headings of the original document."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a brief, readable summary of lengthy documentation content to help users quickly grasp essential information without reading full documents. It's ideal for creating overview snippets, executive summaries, or documentation abstracts.",
+ "limitations": "This tool cannot replace in-depth analysis or interpret implicit content; it summarizes explicit textual content only. It may not perform well on documents with highly technical jargon or non-text elements like images or code that require specialized summarization.",
+ "examples": [
+ "Summarize a long user manual into a 150-word overview.",
+ "Generate a summary of API documentation with headings preserved.",
+ "Create a concise abstract of a markdown specification document."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "summary",
+ "rendering",
+ "text-processing",
+ "markdown",
+ "overview",
+ "abstraction"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"documentContent\":\"# User Guide\\nThis guide explains how to set up the device.\\n## Installation\\nFollow these steps...\\n## Usage\\nImportant commands are...\",\"maxSummaryLength\":100,\"includeHeadings\":true,\"language\":\"en\"}",
+ "description": "Summarize a markdown user guide including headings for a concise overview."
+ },
+ {
+ "inputJson": "{\"documentContent\":\"This document provides detailed API endpoint descriptions and example requests/responses.\",\"maxSummaryLength\":150,\"includeHeadings\":false,\"language\":\"en\"}",
+ "description": "Generate a plain text summary of API documentation without headings for simplicity."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.renderReport",
+ "description": "Renders a detailed report document from structured data inputs (e.g., JSON object or array). It processes content, applies formatting templates, and outputs a fully formatted report in PDF or HTML format for distribution or printing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "reportData",
+ "type": "object",
+ "description": "Structured data representing the report content including sections, tables, charts, and text blocks.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "template",
+ "type": "string",
+ "description": "The identifier or path of the formatting template to apply for styling the report output.",
+ "required": false,
+ "defaultValue": "default"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired output format of the report, such as 'pdf' or 'html'.",
+ "required": true,
+ "defaultValue": "pdf"
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Flag to include an automatically generated table of contents at the start of the report.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "authorName",
+ "type": "string",
+ "description": "Name of the report author to include in the report metadata and cover page if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "pageSize",
+ "type": "string",
+ "description": "Page size for the report output (e.g., A4, Letter). Only applies to PDF format.",
+ "required": false,
+ "defaultValue": "A4"
+ },
+ {
+ "name": "orientation",
+ "type": "string",
+ "description": "Page orientation for the report output, either 'portrait' or 'landscape'.",
+ "required": false,
+ "defaultValue": "portrait"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a 'fileData' base64 encoded string of the generated report file, its filename, and MIME type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate formal reports from structured data for business, technical, or project documentation. It is ideal for automating production of PDF or HTML reports that require consistent formatting and optional elements like table of contents or author metadata.",
+ "limitations": "Cannot generate reports from unstructured plain text without formatting instructions. Limited to supported templates and standard page sizes/orientations. Does not include advanced data visualization beyond predefined chart embeddings.",
+ "examples": [
+ "Generate a PDF sales report from monthly sales JSON data using 'corporate' template with a table of contents.",
+ "Produce an HTML formatted project status report with author's name included and default styling.",
+ "Create a landscape-oriented A4 PDF report summarizing survey data without a table of contents."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "report",
+ "rendering",
+ "pdf",
+ "html",
+ "automation",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"reportData\":{\"title\":\"Monthly Sales Report\",\"sections\":[{\"heading\":\"Executive Summary\",\"content\":\"Sales increased by 10% compared to last month.\"},{\"heading\":\"Detailed Sales Data\",\"tables\":[{\"headers\":[\"Product\",\"Units Sold\",\"Revenue\"],\"rows\":[[\"Widget A\",100,5000],[\"Widget B\",150,7500]]}]}]},\"template\":\"corporate\",\"outputFormat\":\"pdf\",\"includeTableOfContents\":true,\"authorName\":\"Jane Doe\",\"pageSize\":\"A4\",\"orientation\":\"portrait\"}",
+ "description": "Generate a corporate-themed PDF sales report with table of contents and author name."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "render",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatQuote",
+ "description": "Formats a given quote text by applying specified styling options and including optional attribution. Accepts quote content, author, citation, and formatting preferences to produce a well-structured, styled quote string suitable for inclusion in documentation or presentations.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "quoteText",
+ "type": "string",
+ "description": "The main text content of the quote to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Name of the person who originally said or wrote the quote. Optional.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citation",
+ "type": "string",
+ "description": "Source of the quote such as book, speech, or article. Optional.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The formatting style for the quote output. Supported options: \"blockquote\", \"inline\", \"fancy\".",
+ "required": false,
+ "defaultValue": "blockquote"
+ },
+ {
+ "name": "includeAttribution",
+ "type": "boolean",
+ "description": "Whether to append author and citation information to the quote output if provided.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum allowed length for the formatted quote output. If exceeded, the quote is truncated with an ellipsis.",
+ "required": false,
+ "defaultValue": "500"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted quote string, ready for use in documentation or presentations, with the applied styles and attribution included if specified."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate properly styled and formatted quotes for documentation pages, articles, or presentations to maintain consistency and readability. Ideal for formatting quotes with optional author and citation info into HTML or markdown styled blocks or inline display.",
+ "limitations": "Cannot verify the factual accuracy of the quote or automatically fetch missing attribution. Formatting is limited to predefined styles and basic truncation; complex rich text or multimedia formatting is not supported.",
+ "examples": [
+ "Format a motivational quote with author attribution as a blockquote.",
+ "Generate an inline styled quote without author or citation.",
+ "Create a fancy styled quote including citation with length limit to 100 characters."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "quotes",
+ "documentation",
+ "styling",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"quoteText\":\"The only limit to our realization of tomorrow is our doubts of today.\",\"author\":\"Franklin D. Roosevelt\",\"citation\":\"Speech, 1939\",\"style\":\"blockquote\",\"includeAttribution\":true,\"maxLength\":300}",
+ "description": "Format a blockquote with author and citation included."
+ },
+ {
+ "inputJson": "{\"quoteText\":\"Simplicity is the ultimate sophistication.\",\"style\":\"inline\",\"includeAttribution\":false}",
+ "description": "Format an inline quote without attribution."
+ },
+ {
+ "inputJson": "{\"quoteText\":\"Imagination is more important than knowledge.\",\"author\":\"Albert Einstein\",\"style\":\"fancy\",\"includeAttribution\":true,\"maxLength\":50}",
+ "description": "Create a fancy styled quote truncated to 50 characters with attribution."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatReference",
+ "description": "Formats raw reference data into structured, consistent citation styles commonly used in documentation, such as APA, MLA, or Chicago. Accepts raw reference details as input and outputs a properly formatted citation string according to the selected style.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "referenceData",
+ "type": "object",
+ "description": "An object containing raw reference information such as author(s), title, publication year, publisher, journal name, volume, issue, pages, URL, etc.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The citation style to format the reference in (e.g., 'APA', 'MLA', 'Chicago').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeDOI",
+ "type": "boolean",
+ "description": "Whether to include the DOI or URL in the formatted reference if available.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language for formatting conventions, affects date and name order (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted reference string under 'formattedReference' key, ready for inclusion in documentation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert raw bibliographic data into consistent, publication-ready citation formats appropriate for technical documentation, reports, or academic referencing. It helps maintain uniformity and correctness in references across documents.",
+ "limitations": "Does not validate the completeness or factual correctness of input reference data. It supports common citation styles but may not cover every niche or custom style variation.",
+ "examples": [
+ "Format a raw journal article reference to APA style including DOI.",
+ "Convert a book reference to MLA style without including URL.",
+ "Generate a Chicago style citation from raw author and publication data."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "citations",
+ "references",
+ "bibliography",
+ "APA",
+ "MLA",
+ "Chicago"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"referenceData\":{\"author\":[\"Smith, John\"],\"title\":\"The Art of Documentation\",\"year\":2020,\"publisher\":\"Tech Press\"},\"style\":\"APA\",\"includeDOI\":true,\"language\":\"en\"}",
+ "description": "Formats a book reference in APA style including publisher info."
+ },
+ {
+ "inputJson": "{\"referenceData\":{\"author\":[\"Doe, Jane\",\"Roe, Richard\"],\"title\":\"Advances in AI\",\"journal\":\"AI Journal\",\"year\":2023,\"volume\":\"12\",\"issue\":\"2\",\"pages\":\"45-67\",\"doi\":\"10.1234/aij.2023.12.2.45\"},\"style\":\"MLA\",\"includeDOI\":false}",
+ "description": "Formats a journal article reference for MLA style excluding DOI."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatCitation",
+ "description": "Formats bibliographic citation data into specified citation styles such as APA, MLA, or Chicago. Accepts citation details as structured input, processes according to chosen style rules, and outputs a correctly formatted citation string for use in academic or professional documents.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "citationData",
+ "type": "object",
+ "description": "Structured bibliographic information including author, title, year, publisher, etc.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "The citation style to format into (e.g., 'APA', 'MLA', 'Chicago').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeUrl",
+ "type": "boolean",
+ "description": "Whether to include URL or DOI if available in the output citation.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code for citation output localization (e.g., 'en','es') if supported.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted citation string and the style used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating or converting bibliographic citations from raw source details to styled citation strings for academic papers, reports, or documentation. It is ideal for ensuring citation consistency and correctness according to popular formats like APA, MLA, or Chicago.",
+ "limitations": "Does not validate correctness of input metadata (e.g., author names, publication year). Some niche or less common citation styles or complex cases like multiple authors with equal contribution might not be fully supported.",
+ "examples": [
+ "Format a journal article citation into APA style",
+ "Convert book metadata to an MLA style citation",
+ "Add URL information in a Chicago style citation if DOI is present"
+ ]
+ },
+ "tags": [
+ "documentation",
+ "citation",
+ "formatting",
+ "bibliography",
+ "academic",
+ "reference",
+ "style"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"citationData\":{\"author\":\"Smith, John\",\"title\":\"The Study of AI\",\"year\":2021,\"publisher\":\"Tech Press\",\"type\":\"book\"},\"citationStyle\":\"APA\",\"includeUrl\":false,\"language\":\"en\"}",
+ "description": "Format a book citation in APA style without URL."
+ },
+ {
+ "inputJson": "{\"citationData\":{\"author\":\"Doe, Jane\",\"title\":\"Neural Networks Explained\",\"journal\":\"Computing Today\",\"year\":2020,\"volume\":15,\"issue\":4,\"pages\":\"45-60\",\"doi\":\"10.1234/ct2020.045\"},\"citationStyle\":\"Chicago\",\"includeUrl\":true,\"language\":\"en\"}",
+ "description": "Format a journal article citation in Chicago style including DOI as URL."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatLink",
+ "description": "Formats a given URL and display text into a properly escaped Markdown or HTML link, ensuring correct syntax and safe characters. Accepts raw URL and optional display text, and produces formatted link string suitable for documentation files or web content.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The raw URL to be formatted as a link.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "displayText",
+ "type": "string",
+ "description": "Optional display text for the link. If empty, the URL itself is used as display text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatType",
+ "type": "string",
+ "description": "The desired output format for the link: 'markdown' or 'html'. Defaults to 'markdown'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "escapeEntities",
+ "type": "boolean",
+ "description": "Whether to escape HTML entities in URL and display text to ensure safe output. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single string property 'formattedLink' with the correctly formatted and escaped link."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating or updating documentation files that include hyperlinks, such as README files or HTML docs. It helps format raw URLs into properly escaped Markdown or HTML links, avoiding syntax errors or unsafe characters. Perfect for agents automating documentation preparation or enhancing text with links.",
+ "limitations": "Does not validate whether the URL is reachable or correct, does not shorten URLs, and does not generate link previews or metadata.",
+ "examples": [
+ "Format URL to Markdown link with display text",
+ "Format URL as HTML link without display text",
+ "Generate a Markdown link that escapes HTML entities in URL and text"
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "link",
+ "markdown",
+ "html",
+ "escaping"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://example.com/page?query=test&sort=asc\",\"displayText\":\"Example Page\",\"formatType\":\"markdown\",\"escapeEntities\":true}",
+ "description": "Format a complex URL with query parameters into a Markdown link with display text, escaping entities."
+ },
+ {
+ "inputJson": "{\"url\":\"https://example.com\",\"displayText\":\"\",\"formatType\":\"html\",\"escapeEntities\":false}",
+ "description": "Format a simple URL as an HTML link using the URL itself as the display text, without escaping."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatHeading",
+ "description": "Formats a text string into a styled heading suitable for markdown or HTML documentation. Accepts raw heading text and formatting options such as heading level and style type, then outputs the heading string formatted accordingly for inclusion in documentation files.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The raw text content of the heading to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "level",
+ "type": "number",
+ "description": "The heading level indicating importance (1-6), where 1 is the highest-level heading.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The style of heading format, e.g., 'markdown' for # headings, 'html' for <h> tags, or 'underline' for underlined style.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "capitalize",
+ "type": "boolean",
+ "description": "Whether to automatically capitalize the heading text.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "string",
+ "description": "A formatted heading string according to the specified style and level, ready to insert into documentation content."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating or modifying documentation content programmatically and a properly formatted heading is required. Ideal for converting plain text headings to consistent markdown, HTML, or underlined headings with specified levels for clear document structure.",
+ "limitations": "This tool formats headings but does not analyze or generate heading content meaningfully, nor does it handle multi-language localization or complex inline styling.",
+ "examples": [
+ "Format the heading 'Introduction' as a markdown level 1 heading.",
+ "Create an HTML level 3 heading for the text 'Usage Notes'.",
+ "Generate an underlined heading with level 2 style for 'API Reference'."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "heading",
+ "markdown",
+ "html",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"Introduction to the Tool\",\"level\":1,\"style\":\"markdown\",\"capitalize\":true}",
+ "description": "Format a top-level markdown heading with capitalization."
+ },
+ {
+ "inputJson": "{\"text\":\"Usage Instructions\",\"level\":3,\"style\":\"html\",\"capitalize\":false}",
+ "description": "Format a level 3 HTML heading without capitalizing text."
+ },
+ {
+ "inputJson": "{\"text\":\"API Reference\",\"level\":2,\"style\":\"underline\",\"capitalize\":true}",
+ "description": "Generate a capitalized level 2 underlined heading style commonly used in plain text docs."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatParagraph",
+ "description": "This tool formats a given paragraph of text according to specified style options such as alignment, indentation, line spacing, and text casing. It accepts raw text input and formatting parameters, then returns the formatted paragraph as a string ready for insertion into documentation or reports.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The raw paragraph text to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "alignment",
+ "type": "string",
+ "description": "Text alignment within the paragraph: 'left', 'right', 'center', or 'justify'.",
+ "required": false,
+ "defaultValue": "left"
+ },
+ {
+ "name": "indentation",
+ "type": "number",
+ "description": "Number of spaces to indent the first line of the paragraph.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "lineSpacing",
+ "type": "number",
+ "description": "Line spacing multiplier for the paragraph (e.g., 1 for single spacing, 1.5 for one and a half).",
+ "required": false,
+ "defaultValue": "1"
+ },
+ {
+ "name": "textCase",
+ "type": "string",
+ "description": "Text casing style applied to the paragraph: 'none', 'uppercase', 'lowercase', or 'titlecase'.",
+ "required": false,
+ "defaultValue": "none"
+ },
+ {
+ "name": "maxLineWidth",
+ "type": "number",
+ "description": "Maximum number of characters per line to wrap text appropriately.",
+ "required": false,
+ "defaultValue": "80"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted paragraph as a single string with applied styles."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to prepare or reformat paragraph text before inserting it into technical documentation, README files, or reports. It is especially useful for adjusting text layout, ensuring consistent line widths, and applying textual style conventions to improve readability and presentation quality.",
+ "limitations": "This tool does not apply advanced typography features such as font styles, colors, or markdown syntax. It also does not process embedded images or handle multi-paragraph inputs; it is strictly for formatting single paragraphs of plain text.",
+ "examples": [
+ "Format a paragraph with justified alignment, 4 space indentation, and 1.5 line spacing.",
+ "Convert the paragraph text to uppercase and wrap lines at 60 characters.",
+ "Create a left-aligned paragraph with titlecase text and no indentation."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "text",
+ "paragraph",
+ "style",
+ "layout"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"This is a sample paragraph that will be formatted by the tool to demonstrate text wrapping and alignment.\",\"alignment\":\"justify\",\"indentation\":4,\"lineSpacing\":1.5,\"textCase\":\"none\",\"maxLineWidth\":50}",
+ "description": "Format a paragraph with justified alignment, 4 space indentation, and line width wrapping at 50 characters."
+ },
+ {
+ "inputJson": "{\"text\":\"Here is another example paragraph to be converted entirely to uppercase text and wrapped at sixty characters.\",\"alignment\":\"left\",\"indentation\":0,\"lineSpacing\":1,\"textCase\":\"uppercase\",\"maxLineWidth\":60}",
+ "description": "Convert paragraph to uppercase with left alignment and wrap lines at 60 chars."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatSentence",
+ "description": "This tool formats an input sentence according to specified style options such as capitalization style, punctuation enforcement, and trimming whitespace. It accepts raw sentence text and formatting preferences, then outputs a cleaned and consistently styled sentence.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "sentence",
+ "type": "string",
+ "description": "The input sentence text to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "capitalizeStyle",
+ "type": "string",
+ "description": "Specifies the capitalization style to apply. Options: 'none', 'firstLetter', 'allCaps', 'allLower'.",
+ "required": false,
+ "defaultValue": "none"
+ },
+ {
+ "name": "ensurePeriod",
+ "type": "boolean",
+ "description": "If true, ensures the sentence ends with a period '.' character. If false, end punctuation is left unchanged.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "trimWhitespace",
+ "type": "boolean",
+ "description": "If true, trims leading and trailing whitespace from the sentence.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted sentence as a string with all specified style transformations applied."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to normalize or standardize individual sentence strings in documentation or text processing workflows, ensuring consistent punctuation, capitalization, and whitespace. Useful for generating cleaner, stylistically uniform text content or polishing sentences before insertion into larger documents.",
+ "limitations": "Cannot perform complex grammatical correction or syntax analysis; only simple formatting transformations on individual sentences.",
+ "examples": [
+ "Format this sentence to start with a capital letter and end with a period.",
+ "Ensure no leading/trailing spaces in a sentence and make all letters lowercase.",
+ "Make the entire sentence uppercase without altering punctuation."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "text-processing",
+ "documentation",
+ "sentence",
+ "capitalization",
+ "punctuation",
+ "cleanup"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sentence\":\" hello world \",\"capitalizeStyle\":\"firstLetter\",\"ensurePeriod\":true,\"trimWhitespace\":true}",
+ "description": "Capitalize only the first letter, add a period at the end, and trim spaces."
+ },
+ {
+ "inputJson": "{\"sentence\":\"Check THIS Sentence!\",\"capitalizeStyle\":\"allLower\",\"ensurePeriod\":false,\"trimWhitespace\":true}",
+ "description": "Convert entire sentence to lowercase, keep existing punctuation, trim spaces."
+ },
+ {
+ "inputJson": "{\"sentence\":\"another example\",\"capitalizeStyle\":\"allCaps\",\"ensurePeriod\":true,\"trimWhitespace\":false}",
+ "description": "Convert entire sentence to uppercase and ensure the sentence ends with a period, preserving original whitespace."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatWord",
+ "description": "Formats a single word according to specified style options such as capitalization (e.g., uppercase, lowercase, capitalize), replacement of certain characters, or adding prefixes/suffixes. Accepts the word as input and outputs the formatted word as a string.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "word",
+ "type": "string",
+ "description": "The input word to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "The style to apply for formatting: 'uppercase', 'lowercase', 'capitalize', or 'none' for no change.",
+ "required": false,
+ "defaultValue": "none"
+ },
+ {
+ "name": "prefix",
+ "type": "string",
+ "description": "String to prepend to the word (optional).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "suffix",
+ "type": "string",
+ "description": "String to append to the word (optional).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "replaceCharacters",
+ "type": "object",
+ "description": "An object specifying character replacements, e.g. {\"-\":\"_\", \"@\":\"at\"} to replace specified characters.",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted word as a string under the key 'formattedWord'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a single word in documentation needs to be programmatically adjusted for consistency, such as enforcing capitalization, adding standard prefixes or suffixes, or sanitizing characters for style or formatting reasons.",
+ "limitations": "This tool only processes single words; it does not process phrases or sentences and does not perform complex linguistic transformations or grammar checks.",
+ "examples": [
+ "Format the word 'example' to uppercase.",
+ "Capitalize the first letter of the word 'documentation'.",
+ "Replace dashes with underscores in the word 'end-to-end' and add a suffix '_v2'."
+ ]
+ },
+ "tags": [
+ "format",
+ "documentation",
+ "text-processing",
+ "word",
+ "capitalization",
+ "sanitization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"word\":\"example\",\"formatStyle\":\"uppercase\"}",
+ "description": "Converts the word 'example' to uppercase resulting in 'EXAMPLE'."
+ },
+ {
+ "inputJson": "{\"word\":\"documentation\",\"formatStyle\":\"capitalize\"}",
+ "description": "Capitalizes the first letter of the word 'documentation' resulting in 'Documentation'."
+ },
+ {
+ "inputJson": "{\"word\":\"end-to-end\",\"replaceCharacters\":{\"-\":\"_\"},\"suffix\":\"_v2\"}",
+ "description": "Replaces dashes with underscores and appends '_v2' resulting in 'end_to_end_v2'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatText",
+ "description": "Formats given text content according to specified style guidelines such as indentation, line width, and markdown or HTML formatting. Accepts raw text input and returns the text formatted with consistent spacing, line breaks, and optionally converted to desired markup language output formats.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "text",
+ "type": "string",
+ "description": "The raw text content to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "The style or markup language to format the text into, e.g. 'markdown', 'html', or 'plaintext'.",
+ "required": false,
+ "defaultValue": "plaintext"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum number of characters per line to wrap text appropriately.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "indentationSpaces",
+ "type": "number",
+ "description": "Number of spaces to use for indentation in formatted output.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "convertHeaders",
+ "type": "boolean",
+ "description": "Whether to convert header syntax to the target format's style (e.g., markdown headers).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "trimTrailingWhitespace",
+ "type": "boolean",
+ "description": "Remove trailing whitespace from each line in the output.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted text as a string and the format style applied."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal when AI agents or users need to clean up raw or unformatted text for documentation purposes, ensuring consistent styling, line wrapping, indentation, and optional conversion to markdown or HTML formatting before publishing or presenting. It helps maintain readability and professional formatting standards.",
+ "limitations": "The tool does not perform semantic editing, spelling or grammar corrections, or content rewriting. It also does not support complex document structures like tables or embedded elements beyond basic text formatting.",
+ "examples": [
+ "Format raw documentation notes into markdown with 80 character line width and 4 spaces indentation.",
+ "Convert plain text to HTML formatted paragraphs with 2 spaces indentation.",
+ "Clean up text by trimming trailing whitespace and limiting line length to 100 characters."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "text",
+ "markdown",
+ "html",
+ "styling"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"text\":\"This is a sample raw text. It has inconsistent spacing and long lines that need to be wrapped properly for documentation purposes.\",\"formatStyle\":\"markdown\",\"maxLineLength\":80,\"indentationSpaces\":4,\"convertHeaders\":true,\"trimTrailingWhitespace\":true}",
+ "description": "Format raw text into markdown with 80-char wrapping and 4 space indentation."
+ },
+ {
+ "inputJson": "{\"text\":\"Simple plain text content with header\\nHeader text\\nMore content.\",\"formatStyle\":\"html\",\"maxLineLength\":100,\"indentationSpaces\":2,\"convertHeaders\":true,\"trimTrailingWhitespace\":true}",
+ "description": "Convert text containing headers to HTML format with line wrapping and indentation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatMarkdown",
+ "description": "Formats given markdown content according to specified style options such as line width, heading style, bullet style, and code block formatting. Accepts raw markdown text as input and outputs the formatted markdown text reflowed and styled for readability and consistency.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "markdownContent",
+ "type": "string",
+ "description": "Raw markdown text input to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "lineWidth",
+ "type": "number",
+ "description": "Maximum line width for reflowing text paragraphs. Lines will be wrapped at this length.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "headingStyle",
+ "type": "string",
+ "description": "Preferred style for markdown headings: 'atx' (using #) or 'setext' (underlines).",
+ "required": false,
+ "defaultValue": "atx"
+ },
+ {
+ "name": "bulletStyle",
+ "type": "string",
+ "description": "Bullet list style character: '-', '*', or '+'.",
+ "required": false,
+ "defaultValue": "-"
+ },
+ {
+ "name": "codeBlockStyle",
+ "type": "string",
+ "description": "Code block style: 'fenced' (using triple backticks) or 'indented'.",
+ "required": false,
+ "defaultValue": "fenced"
+ },
+ {
+ "name": "trimTrailingWhitespace",
+ "type": "boolean",
+ "description": "Whether to remove trailing whitespace on each line.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted markdown text under the key 'formattedMarkdown'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent receives unformatted or inconsistently formatted markdown text that needs to be standardized for readability, style consistency, or publishing. It helps in maintaining clean and professional documentation by applying consistent formatting rules automatically.",
+ "limitations": "This tool does not perform markdown syntax validation or fix semantic errors in markdown content. It cannot add missing markdown elements or correct logical structure mistakes beyond stylistic formatting.",
+ "examples": [
+ "Format this long markdown content to a 72 character line width and use setext style headings.",
+ "Convert bullet lists from * to - with fenced code blocks formatting.",
+ "Trim trailing whitespace and reformat markdown with default settings."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "markdown",
+ "text-processing",
+ "style",
+ "cleaning"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"markdownContent\":\"#Title\\nThis is a sample markdown text with inconsistent spacing. It has multiple lines and bullet points:\\n* item one\\n*item two\\nSome code:\\n console.log('hello');\",\"lineWidth\":60,\"headingStyle\":\"atx\",\"bulletStyle\":\"-\",\"codeBlockStyle\":\"fenced\",\"trimTrailingWhitespace\":true}",
+ "description": "Format markdown to 60 characters max line width with atx headings, dashes for bullets, fenced code blocks, and trimming trailing whitespace."
+ },
+ {
+ "inputJson": "{\"markdownContent\":\"Heading\\n=======\\nParagraph that is quite long and should be wrapped accordingly.\n- bullet1\n- bullet2\n```\ncode block\n```\",\"lineWidth\":80,\"headingStyle\":\"setext\",\"bulletStyle\":\"*\",\"codeBlockStyle\":\"indented\",\"trimTrailingWhitespace\":false}",
+ "description": "Format markdown using setext headings, asterisks for bullets, indented code blocks, without trimming trailing whitespace."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Markdown",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatHTML",
+ "description": "Formats raw HTML code to improve readability and consistency. Accepts unformatted or minified HTML as input, applies indentation and optional beautification settings, and outputs clean, properly indented HTML code suitable for documentation or web content maintenance.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "htmlContent",
+ "type": "string",
+ "description": "The raw HTML code string that needs formatting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentSize",
+ "type": "number",
+ "description": "Number of spaces to use for indentation per level.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "useTabs",
+ "type": "boolean",
+ "description": "Whether to use tab characters for indentation instead of spaces.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum number of characters per line before wrapping occurs. Set 0 to disable wrapping.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "preserveNewlines",
+ "type": "boolean",
+ "description": "Whether to preserve existing newlines in text nodes.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "string",
+ "description": "Formatted and indented HTML code string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to clean up or standardize raw or minified HTML code within documentation projects, improving readability and maintainability of web content or docs that embed HTML snippets.",
+ "limitations": "Does not validate HTML correctness or fix broken markup; purely formats indentation and whitespace. Complex inline scripts or styles may not be optimally formatted.",
+ "examples": [
+ "Format minified HTML snippet for clearer presentation in project documentation.",
+ "Indent raw HTML output from another tool for easier human reading and editing.",
+ "Wrap lines in HTML code blocks to fit predefined width constraints in output documents."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "html",
+ "documentation",
+ "beautify",
+ "indentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"htmlContent\":\"<div><p>Hello,<span>world!</span></p></div>\",\"indentSize\":4,\"useTabs\":false,\"maxLineLength\":0,\"preserveNewlines\":true}",
+ "description": "Format compact HTML with 4 spaces indentation, no line wrapping, preserve newlines."
+ },
+ {
+ "inputJson": "{\"htmlContent\":\"<ul><li>Item 1</li><li>Item 2</li></ul>\",\"indentSize\":2,\"useTabs\":true,\"maxLineLength\":40,\"preserveNewlines\":true}",
+ "description": "Format HTML using tabs for indentation and wrap lines at 40 characters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "HTML",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatYAML",
+ "description": "This tool accepts a YAML string input and formats it according to specified style options such as indent size and line width, producing a consistently styled, validated YAML output string. It ensures that the YAML content is properly indented, aligned, and human-readable, suitable for maintaining clean documentation or configuration files.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "yamlString",
+ "type": "string",
+ "description": "The raw YAML content string to be formatted and validated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentSize",
+ "type": "number",
+ "description": "Number of spaces to use for indentation of nested elements.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "lineWidth",
+ "type": "number",
+ "description": "Maximum line width for folded or wrapped lines in the output YAML.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "sortKeys",
+ "type": "boolean",
+ "description": "If true, keys in mapping nodes will be sorted alphabetically to maintain order consistency.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "convertTabsToSpaces",
+ "type": "boolean",
+ "description": "If true, tabs in input will be converted to spaces before formatting.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted YAML string and any validation errors found during processing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to cleanly format and validate YAML content for documentation, configuration files, or data serialization purposes, ensuring consistent indentation, key sorting, and line wrapping to enhance readability and standards compliance.",
+ "limitations": "This tool cannot fix YAML semantic errors beyond basic validation and does not perform YAML schema validation or transformation beyond formatting. It also cannot handle streaming YAML input.",
+ "examples": [
+ "Please reformat this YAML document with an indent size of 4 spaces and ensure keys are sorted.",
+ "Format this YAML string with default settings and report any validation errors found.",
+ "Convert tabs to spaces and format the YAML content with a line width of 100 characters."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "yaml",
+ "documentation",
+ "config",
+ "validation",
+ "indentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"yamlString\":\"name: John\\nage: 30\\nchildren:\\n - name: Alice\\n age: 5\\n - name: Bob\\n age: 8\",\"indentSize\":4,\"lineWidth\":80,\"sortKeys\":true,\"convertTabsToSpaces\":true}",
+ "description": "Format a YAML string with 4-space indentation, sorted keys, and default line width."
+ },
+ {
+ "inputJson": "{\"yamlString\":\"products:\\n\\t- id: 1\\n\\t name: \"\"Gadget\"\"\\n\\t- id: 2\\n\\t name: \"\"Widget\"\"\",\"indentSize\":2,\"lineWidth\":60,\"sortKeys\":false,\"convertTabsToSpaces\":true}",
+ "description": "Format YAML input with tabs converted to spaces and 2-space indentation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "YAML",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatDataset",
+ "description": "Formats a raw dataset into a clean, consistent, and well-structured document-ready table or report. It accepts input datasets in JSON or CSV formats, applies formatting rules such as column alignment, date and number formatting, header styling, and optional filtering, then outputs a formatted dataset as a string or structured object suitable for inclusion in documentation or reports.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "dataset",
+ "type": "string",
+ "description": "The raw dataset to format as a JSON string or CSV string.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputFormat",
+ "type": "string",
+ "description": "Format of the input dataset; options are 'json' or 'csv'.",
+ "required": true,
+ "defaultValue": "json"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format: 'markdown', 'html', 'csv', or 'json'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "dateFormat",
+ "type": "string",
+ "description": "String specifying the desired date format, e.g., 'YYYY-MM-DD'. If empty, dates are unchanged.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "numberPrecision",
+ "type": "number",
+ "description": "Number of decimal places to format numeric values to. If zero or negative, no rounding applied.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "includeHeaders",
+ "type": "boolean",
+ "description": "Whether to include column headers in the formatted output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "columnsToInclude",
+ "type": "array",
+ "description": "List of column names to include in the output. If empty or omitted, all columns included.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "filterConditions",
+ "type": "object",
+ "description": "Optional key-value filter conditions to selectively include rows where the column equals the specified value.",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted dataset as a string and metadata including row and column count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to transform raw datasets into a neatly formatted table or dataset for documentation, reports, or markdown pages, improving readability and presentation. Particularly useful when datasets contain inconsistent formatting, require filtering, or need conversion between common formats.",
+ "limitations": "This tool does not perform advanced data analysis, statistical summaries, or complex transformations beyond basic formatting and filtering. It also does not handle extremely large datasets efficiently in one pass.",
+ "examples": [
+ "Format a JSON dataset with dates standardized to 'YYYY-MM-DD' and output as markdown.",
+ "Filter and format a CSV dataset to include only specified columns, output as HTML table.",
+ "Convert a JSON dataset to CSV with numeric values rounded to two decimals and without headers."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "dataset",
+ "documentation",
+ "data-cleaning",
+ "report-generation",
+ "markdown",
+ "csv",
+ "json"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataset\":\"[{\\\"name\\\":\\\"Alice\\\", \\\"date\\\":\\\"2023/01/15\\\", \\\"score\\\":95.678}]\",\"inputFormat\":\"json\",\"outputFormat\":\"markdown\",\"dateFormat\":\"YYYY-MM-DD\",\"numberPrecision\":1,\"includeHeaders\":true,\"columnsToInclude\":[],\"filterConditions\":{}}",
+ "description": "Format a JSON dataset to markdown with dates formatted to ISO style and numbers rounded to one decimal."
+ },
+ {
+ "inputJson": "{\"dataset\":\"name,date,score\\nBob,2022-12-01,88.1234\\nCarol,2022-11-03,92.8\",\"inputFormat\":\"csv\",\"outputFormat\":\"html\",\"dateFormat\":\"\",\"numberPrecision\":2,\"includeHeaders\":true,\"columnsToInclude\":[\"name\", \"score\"],\"filterConditions\":{\"score\":\">90\"}}",
+ "description": "Format a CSV dataset to HTML, include only name and score columns, and filter scores above 90."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Dataset",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatXML",
+ "description": "Formats a given XML string input with standardized indentation, line breaks, and optional encoding declaration. It accepts raw XML text and parameters to customize indentation size, character, and whether to include an XML declaration header. Outputs a well-structured, human-readable XML string.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "xmlString",
+ "type": "string",
+ "description": "The raw XML string input that needs to be formatted",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentationSize",
+ "type": "number",
+ "description": "Number of characters used per indentation level in the output XML",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "indentationChar",
+ "type": "string",
+ "description": "Character used for indentation, commonly space or tab",
+ "required": false,
+ "defaultValue": " "
+ },
+ {
+ "name": "includeXmlDeclaration",
+ "type": "boolean",
+ "description": "Whether to include the XML declaration header (e.g., <?xml version=\"1.0\" encoding=\"UTF-8\"?>) in the output",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "lineBreak",
+ "type": "string",
+ "description": "The line break character(s) to use, e.g., \\n or \\r\\n",
+ "required": false,
+ "defaultValue": "\n"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted XML string under the key 'formattedXml'"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to ensure XML documents or fragments are formatted consistently for improved readability, debugging, or documentation purposes. It helps maintain clean XML output, enforce indentation style, and optionally manage XML declaration presence. For example, when generating configuration files, documentation, or API responses that require pretty-printed XML.",
+ "limitations": "This tool does not validate the XML content for correctness or well-formedness; malformed XML input may cause formatting errors or failures. It also does not perform XML transformations or schema validation.",
+ "examples": [
+ "Format a raw XML string with 4 spaces indentation and include XML declaration.",
+ "Pretty-print XML without the XML declaration and using tabs for indentation.",
+ "Convert minimized XML into nicely indented XML with Unix line breaks."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "xml",
+ "documentation",
+ "indentation",
+ "pretty-print"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"xmlString\":\"<root><child>value</child></root>\",\"indentationSize\":4,\"indentationChar\":\" \",\"includeXmlDeclaration\":true,\"lineBreak\":\"\\n\"}",
+ "description": "Format a simple XML string with 4 spaces indentation and including the XML declaration"
+ },
+ {
+ "inputJson": "{\"xmlString\":\"<data><item>1</item><item>2</item></data>\",\"indentationSize\":1,\"indentationChar\":\"\\t\",\"includeXmlDeclaration\":false,\"lineBreak\":\"\\n\"}",
+ "description": "Format XML with single tab for indentation and no XML declaration"
+ },
+ {
+ "inputJson": "{\"xmlString\":\"<config><setting name=\\\"A\\\">true</setting></config>\",\"indentationSize\":2,\"indentationChar\":\" \",\"includeXmlDeclaration\":true,\"lineBreak\":\"\\r\\n\"}",
+ "description": "Format XML using 2 spaces indentation and Windows style line breaks, including declaration"
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "XML",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatCSV",
+ "description": "Formats raw CSV data into a clean, consistent style suitable for documentation or presentation. Takes CSV input string, applies customizable options like delimiter, quote character, header presence, trimming fields, and outputs formatted CSV string respecting specified styling rules to improve readability and consistency.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "csvInput",
+ "type": "string",
+ "description": "The raw CSV data as a string that needs formatting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "delimiter",
+ "type": "string",
+ "description": "The delimiter character separating fields in the CSV, usually a comma or semicolon.",
+ "required": false,
+ "defaultValue": ","
+ },
+ {
+ "name": "quoteChar",
+ "type": "string",
+ "description": "Character to use for quoting fields that contain delimiters or special characters.",
+ "required": false,
+ "defaultValue": "\""
+ },
+ {
+ "name": "hasHeader",
+ "type": "boolean",
+ "description": "Specifies if the input CSV string contains a header row.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "trimWhitespace",
+ "type": "boolean",
+ "description": "Whether to trim leading and trailing whitespace from each field.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "alignColumns",
+ "type": "boolean",
+ "description": "Aligns columns visually with padding spaces for documentation-friendly output (usually for display, not raw CSV).",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted CSV string and optionally a preview snippet for documentation display."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have raw or inconsistent CSV data that needs to be standardized for inclusion in technical documentation, reports, or markdown files. It helps produce neat, uniform CSVs ensuring clear presentation and compliance with documentation style guides.",
+ "limitations": "This tool formats CSV text but does not validate CSV content correctness beyond structure. It does not convert CSV to other formats or parse complex CSV with multiline fields unless properly quoted. Not a CSV parser or analyzer.",
+ "examples": [
+ "Format a CSV string with semicolon delimiters and no header.",
+ "Trim whitespace and quote all fields in a given CSV text.",
+ "Align columns with padding spaces for improved readability in markdown documents."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "csv",
+ "formatting",
+ "data-cleaning",
+ "presentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"csvInput\":\"name , age, city\\nAlice, 30 , New York\\nBob,25,Los Angeles \",\"delimiter\":\",\",\"quoteChar\":\"\\\"\",\"hasHeader\":true,\"trimWhitespace\":true,\"alignColumns\":false}",
+ "description": "Format CSV input by trimming whitespace and outputting clean CSV text."
+ },
+ {
+ "inputJson": "{\"csvInput\":\"id;name;value\\n1;foo;bar\\n2;baz;qux\",\"delimiter\":\";\",\"quoteChar\":\"'\",\"hasHeader\":true,\"trimWhitespace\":false,\"alignColumns\":true}",
+ "description": "Format CSV with semicolon delimiter, single quotes for fields, and align columns for better readability."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "CSV",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatJSON",
+ "description": "Formats a raw JSON string or object into a readable, properly indented and optionally styled JSON string for documentation purposes. Accepts JSON input and returns a well-formatted JSON text output with configurable indentation and optional key sorting.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "jsonInput",
+ "type": "string",
+ "description": "Raw JSON string or serialized JSON data to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentationSpaces",
+ "type": "number",
+ "description": "Number of spaces used for indentation of nested structures in the output. Typical values are 2 or 4.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "sortKeys",
+ "type": "boolean",
+ "description": "If true, keys in objects will be sorted alphabetically in the output. If false, original key order is preserved.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "includeTrailingComma",
+ "type": "boolean",
+ "description": "If true, includes trailing commas in objects and arrays for syntax easing in some documentation styles.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted JSON string under 'formattedJson' key."
+ },
+ "aiAgent": {
+ "useCase": "Whenever an AI agent needs to output JSON content inside documentation or reports for readability and clarity, this tool formats raw or serialized JSON strings into an easy-to-read format, optionally sorting keys for consistency and setting indentation for style conformity. It is ideal before inserting JSON data examples or API responses in markdown or docs.",
+ "limitations": "This tool only formats JSON text; it does not validate JSON correctness beyond parsing nor convert other data formats to JSON. It cannot prettify JSON with comments or non-standard JSON syntax variants.",
+ "examples": [
+ "Format a minified JSON string with 4 spaces indentation for a developer documentation page.",
+ "Sort object keys alphabetically and format JSON examples to improve consistency across API docs.",
+ "Generate a human-readable JSON string example to include in markdown with 2 spaces indentation."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "json",
+ "documentation",
+ "pretty-print",
+ "code sample",
+ "api docs"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"jsonInput\":\"{\\\"name\\\":\\\"John\\\",\\\"age\\\":30,\\\"cars\\\":[\\\"Ford\\\",\\\"BMW\\\"]}\",\"indentationSpaces\":4,\"sortKeys\":false,\"includeTrailingComma\":false}",
+ "description": "Format a basic JSON string with 4 spaces indentation preserving key order."
+ },
+ {
+ "inputJson": "{\"jsonInput\":\"{\\\"b\\\":2,\\\"a\\\":1}\",\"indentationSpaces\":2,\"sortKeys\":true,\"includeTrailingComma\":false}",
+ "description": "Format JSON with keys sorted alphabetically and 2 spaces indentation."
+ },
+ {
+ "inputJson": "{\"jsonInput\":\"{\\\"key1\\\":\\\"value1\\\",\\\"key2\\\":[1,2,3]}\",\"indentationSpaces\":2,\"sortKeys\":false,\"includeTrailingComma\":true}",
+ "description": "Format JSON with trailing commas included for docs requiring syntactic commas."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "JSON",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatTest",
+ "description": "Formats and standardizes test code snippets or test case descriptions into a consistent, readable style according to specified formatting rules. Accepts raw test code or test description strings and outputs them formatted for improved readability and maintainability in documentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "testCode",
+ "type": "string",
+ "description": "Raw test code snippet or test case description to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming language of the test code (e.g., 'JavaScript', 'Python') to apply appropriate language-specific formatting rules.",
+ "required": true,
+ "defaultValue": "JavaScript"
+ },
+ {
+ "name": "styleGuide",
+ "type": "string",
+ "description": "The code style guide or formatting style to follow (e.g., 'Prettier', 'PEP8', 'Google'). Defines conventions like indentation and brace style.",
+ "required": false,
+ "defaultValue": "Prettier"
+ },
+ {
+ "name": "tabWidth",
+ "type": "number",
+ "description": "Number of spaces per indentation level used in formatting the test code.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "useTabs",
+ "type": "boolean",
+ "description": "Whether to use tabs for indentation instead of spaces.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum line length after which the formatter wraps test code lines for better readability.",
+ "required": false,
+ "defaultValue": "80"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted test code as a string, and optionally a report of formatting applied or errors encountered."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when integrating or maintaining technical documentation that includes test case code snippets. It standardizes formatting to enhance clarity, consistency, and professional appearance of test examples across documentation systems.",
+ "limitations": "This tool does not execute or validate the correctness of test code logic; it only formats the code string according to style rules. It may not support every edge language syntax variation or esoteric formatting style.",
+ "examples": [
+ "Format a JavaScript test case snippet to conform to Prettier style with 2 spaces indentation.",
+ "Format Python test code snippet according to PEP8 style with tabs for indentation.",
+ "Reformat a raw test description string to a neatly wrapped paragraph respecting max line length."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "test code",
+ "code style",
+ "programming languages",
+ "code snippets",
+ "documentation-tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"testCode\":\"describe('sum function', () => {it('adds two numbers', () => {expect(sum(1,2)).toBe(3);});});\",\"language\":\"JavaScript\",\"styleGuide\":\"Prettier\",\"tabWidth\":2,\"useTabs\":false,\"maxLineLength\":80}",
+ "description": "Format JavaScript test code snippet to Prettier style with 2-space indentation."
+ },
+ {
+ "inputJson": "{\"testCode\":\"def test_addition():\\n assert add(2, 3) == 5\",\"language\":\"Python\",\"styleGuide\":\"PEP8\",\"tabWidth\":4,\"useTabs\":true,\"maxLineLength\":79}",
+ "description": "Format Python test function according to PEP8 with tabs for indentation and line length 79."
+ },
+ {
+ "inputJson": "{\"testCode\":\"Test case: verify login failure when password is incorrect.\",\"language\":\"text\",\"styleGuide\":\"\",\"tabWidth\":2,\"useTabs\":false,\"maxLineLength\":60}",
+ "description": "Format a plain test case description string wrapping text at 60 characters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Test",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatEndpoint",
+ "description": "This tool accepts raw API endpoint details, such as HTTP method, path, parameters, request and response schemas, and documentation comments. It processes these inputs to generate well-structured, readable, and standardized endpoint documentation blocks suitable for inclusion in API reference docs or markdown files. Output is formatted endpoint documentation string.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "httpMethod",
+ "type": "string",
+ "description": "HTTP method of the endpoint (e.g., GET, POST).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "endpointPath",
+ "type": "string",
+ "description": "URL path of the API endpoint (e.g., /users/{id}).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "Brief description of what this endpoint does.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "queryParameters",
+ "type": "array",
+ "description": "List of query parameters with details (name, type, required, description).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "pathParameters",
+ "type": "array",
+ "description": "List of path parameters with details (name, type, description).",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "requestBodySchema",
+ "type": "object",
+ "description": "JSON schema or object describing the request body shape.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "responseBodySchema",
+ "type": "object",
+ "description": "JSON schema or object describing the response body.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tags",
+ "type": "array",
+ "description": "Tags or groups this endpoint belongs to, for documentation categorization.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "deprecated",
+ "type": "boolean",
+ "description": "If true, marks this endpoint as deprecated in the documentation.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a formatted string representation of the endpoint's documentation block, compliant with typical API doc standards (e.g., OpenAPI or REST docs). Includes all input details formatted clearly for developer consumption."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating or updating API documentation from raw endpoint definitions to produce clear, standardized and developer-friendly documentation blocks suitable for markdown files, API reference sites, or code comment generation. It helps maintain consistent formatting and completeness across API docs.",
+ "limitations": "This tool does not validate endpoint schemas for correctness, nor does it generate example payloads or handle automated testing. It only formats provided information into documentation text.",
+ "examples": [
+ "Generate formatted documentation for a GET /users/{id} endpoint including path and query parameters.",
+ "Create deprecated notice and documentation for a POST /orders endpoint with requestBody and responseBody schemas.",
+ "Format endpoint documentation with tags and detailed descriptions for multi-parameter endpoints."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "API",
+ "endpoint",
+ "formatting",
+ "developer-docs",
+ "REST",
+ "OpenAPI"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"httpMethod\":\"GET\",\"endpointPath\":\"/users/{id}\",\"description\":\"Retrieve user details by user ID.\",\"queryParameters\":[{\"name\":\"verbose\",\"type\":\"boolean\",\"required\":false,\"description\":\"Include detailed info\"}],\"pathParameters\":[{\"name\":\"id\",\"type\":\"string\",\"description\":\"ID of the user\"}],\"responseBodySchema\":{\"type\":\"object\",\"properties\":{\"id\":{\"type\":\"string\"},\"name\":{\"type\":\"string\"},\"email\":{\"type\":\"string\"}}},\"tags\":[\"Users\",\"Read\"],\"deprecated\":false}",
+ "description": "Format documentation for a GET endpoint retrieving user details with path and query parameters."
+ },
+ {
+ "inputJson": "{\"httpMethod\":\"POST\",\"endpointPath\":\"/orders\",\"description\":\"Create a new order.\",\"requestBodySchema\":{\"type\":\"object\",\"properties\":{\"userId\":{\"type\":\"string\"},\"items\":{\"type\":\"array\",\"items\":{\"type\":\"string\"}}}},\"responseBodySchema\":{\"type\":\"object\",\"properties\":{\"orderId\":{\"type\":\"string\"},\"status\":{\"type\":\"string\"}}},\"tags\":[\"Orders\",\"Create\"],\"deprecated\":false}",
+ "description": "Format documentation for a POST endpoint to create an order with request and response body schemas."
+ },
+ {
+ "inputJson": "{\"httpMethod\":\"DELETE\",\"endpointPath\":\"/products/{productId}\",\"description\":\"Remove a product by ID.\",\"pathParameters\":[{\"name\":\"productId\",\"type\":\"string\",\"description\":\"ID of the product to delete\"}],\"responseBodySchema\":{\"type\":\"object\",\"properties\":{\"success\":{\"type\":\"boolean\"}}},\"tags\":[\"Products\",\"Delete\"],\"deprecated\":true}",
+ "description": "Format deprecated DELETE endpoint documentation including path parameter and response schema."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Endpoint",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatMigration",
+ "description": "Formats a database migration script or file content into a consistent, readable style according to predefined coding standards. Accepts raw migration code as input and outputs the formatted migration script, ensuring proper indentation, keyword capitalization, and spacing for supported migration languages like SQL or popular ORM migration scripts.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "migrationCode",
+ "type": "string",
+ "description": "The raw migration script or code content to format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The migration script language or framework (e.g., \"sql\", \"knex\", \"typeorm\"). Determines formatting rules.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentation",
+ "type": "string",
+ "description": "The string used for indentation, e.g., two spaces \" \", a tab \"\\t\".",
+ "required": false,
+ "defaultValue": " "
+ },
+ {
+ "name": "capitalizeKeywords",
+ "type": "boolean",
+ "description": "Whether to capitalize SQL or migration keywords for readability.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "lineWidth",
+ "type": "number",
+ "description": "Maximum line length before wrapping, if applicable; 0 means no wrapping.",
+ "required": false,
+ "defaultValue": "80"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted migration script as a string under the 'formattedCode' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to standardize the formatting of migration scripts to improve readability and maintain coding style consistency in documentation or codebases. It is especially useful for preparing migration files before commit or review.",
+ "limitations": "This tool does not validate the correctness or execution of the migration code; it only formats the text. Support is limited to common migration languages specified; unknown dialects may result in minimal reformatting.",
+ "examples": [
+ "Format a raw SQL migration script to follow project style guidelines.",
+ "Standardize Knex.js migration files indentation and keyword casing.",
+ "Reformat TypeORM migration files to a consistent style before documentation inclusion."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "migration",
+ "database",
+ "code-style",
+ "SQL",
+ "ORM"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"migrationCode\":\"create table users(id int primary key, name varchar(255));\",\"language\":\"sql\",\"indentation\":\" \",\"capitalizeKeywords\":true,\"lineWidth\":80}",
+ "description": "Format a basic SQL migration script with two-space indentation and capitalized keywords."
+ },
+ {
+ "inputJson": "{\"migrationCode\":\"exports.up = function(knex) {return knex.schema.createTable('users', function(t) {t.increments('id'); t.string('name');});};\",\"language\":\"knex\",\"indentation\":\"\\t\",\"capitalizeKeywords\":false,\"lineWidth\":0}",
+ "description": "Format a Knex.js migration file with tab indentation and no keyword capitalization."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Migration",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatTable",
+ "description": "Formats a raw data table provided as an array of rows into a styled, well-aligned markdown, HTML, or plain text table string. Accepts an array of arrays or array of objects as input, applies column alignment and header formatting, and outputs a formatted table string ready for documentation inclusion.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "array",
+ "description": "The table data to format, as an array of arrays (rows) or array of objects (rows with column keys).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Desired output format: 'markdown', 'html', or 'plainText'.",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeHeaders",
+ "type": "boolean",
+ "description": "Whether to format the first row or keys as headers and apply header styling.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "columnAlignments",
+ "type": "object",
+ "description": "Optional object specifying alignment per column (e.g., {0: 'left', 1: 'center'}). Values can be 'left', 'center', or 'right'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tableClass",
+ "type": "string",
+ "description": "CSS class name to apply to the table (only for html format).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted table string under the key 'formattedTable'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert raw tabular data into a nicely formatted table for inclusion in documentation or reports, supporting markdown, HTML, or plain text formats. It standardizes table appearance and alignment for clarity and professional presentation.",
+ "limitations": "This tool does not parse or validate the input data beyond basic structure checks. It does not support advanced table features such as nested tables, cell merging, or large dataset pagination.",
+ "examples": [
+ "Format a JSON array of objects into a markdown table with header alignment.",
+ "Convert a CSV parsed array of arrays into an HTML table with CSS classes.",
+ "Create a plain text aligned table from raw data for console documentation."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "table",
+ "markdown",
+ "html",
+ "plainText",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":[{\"Name\":\"Alice\",\"Age\":30,\"Role\":\"Engineer\"},{\"Name\":\"Bob\",\"Age\":25,\"Role\":\"Designer\"}],\"format\":\"markdown\",\"includeHeaders\":true}",
+ "description": "Format an array of objects as a markdown table with headers."
+ },
+ {
+ "inputJson": "{\"data\":[[\"Name\",\"Age\",\"Role\"],[\"Alice\",30,\"Engineer\"],[\"Bob\",25,\"Designer\"]],\"format\":\"html\",\"includeHeaders\":true,\"tableClass\":\"doc-table\"}",
+ "description": "Format a 2D array as an HTML table with a CSS class and headers."
+ },
+ {
+ "inputJson": "{\"data\":[[\"Name\",\"Age\",\"Role\"],[\"Alice\",30,\"Engineer\"],[\"Bob\",25,\"Designer\"]],\"format\":\"plainText\",\"includeHeaders\":true,\"columnAlignments\":{\"0\":\"left\",\"1\":\"center\",\"2\":\"right\"}}",
+ "description": "Format a 2D array as an aligned plain text table."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Table",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatSchema",
+ "description": "Formats a given JSON Schema or similar schema definition into a readable, standardized, and documented string format. Accepts schema input as a JSON string or object, applies optional formatting styles, and outputs a formatted schema documentation string for use in technical docs or code comments.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "schemaInput",
+ "type": "object",
+ "description": "The schema object or JSON string representing the schema to format. Must be a valid JSON Schema or similar structured schema.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputType",
+ "type": "string",
+ "description": "The format of schemaInput, either 'json' if a string or 'object' if a parsed object.",
+ "required": false,
+ "defaultValue": "object"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Formatting style to apply, such as 'markdown', 'yaml', or 'json'. Determines output representation.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeDescriptions",
+ "type": "boolean",
+ "description": "Whether to include field/property descriptions in the output if available.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "indentationSpaces",
+ "type": "number",
+ "description": "Number of spaces to use for indentation in the output, applicable for JSON or YAML styles.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "highlightTypes",
+ "type": "boolean",
+ "description": "Whether to highlight or emphasize data types in the formatted output for readability.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted schema string and metadata about the formatting."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert raw schema definitions into human-readable and styled documentation formats for technical documents, API docs, or developer guides. It helps create consistent, clear schema representations from structured definitions, improving documentation quality and accessibility.",
+ "limitations": "Does not validate the schema's semantic correctness beyond basic JSON compliance; does not generate schema from unstructured data; formatting styles are limited to known patterns (markdown, yaml, json); very large schemas may result in large output strings that require additional handling.",
+ "examples": [
+ "Format the schema object of an API request body into markdown for documentation.",
+ "Convert a JSON schema string into YAML formatted schema documentation with descriptions included.",
+ "Generate a minimized JSON-formatted schema output highlighting types for inline code comments."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "schema",
+ "formatting",
+ "json-schema",
+ "markdown",
+ "yaml",
+ "developer-tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"schemaInput\":{\"title\":\"User\",\"type\":\"object\",\"properties\":{\"id\":{\"type\":\"string\",\"description\":\"Unique identifier\"},\"age\":{\"type\":\"integer\",\"description\":\"Age in years\"}}},\"style\":\"markdown\",\"includeDescriptions\":true}",
+ "description": "Format an object schema into markdown including descriptions."
+ },
+ {
+ "inputJson": "{\"schemaInput\":\"{\\\"type\\\":\\\"object\\\",\\\"properties\\\":{\\\"name\\\":{\\\"type\\\":\\\"string\\\"}}}\",\"inputType\":\"json\",\"style\":\"yaml\",\"includeDescriptions\":false}",
+ "description": "Convert a JSON string schema to YAML without descriptions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Schema",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatQuery",
+ "description": "Formats a database or API query string to improve readability and maintain consistent style in documentation. Accepts raw query strings (e.g., SQL, GraphQL) and applies syntax-aware indentation, line breaks, and keyword casing to produce a clean, standardized formatted query for inclusion in technical docs and code comments.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "queryString",
+ "type": "string",
+ "description": "The raw query string to be formatted, e.g., SQL or GraphQL query.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "queryLanguage",
+ "type": "string",
+ "description": "The language of the query (e.g., 'SQL', 'GraphQL') to guide formatting rules.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keywordCase",
+ "type": "string",
+ "description": "Preferred casing for keywords: 'upper', 'lower', or 'capitalize'.",
+ "required": false,
+ "defaultValue": "upper"
+ },
+ {
+ "name": "indentationSpaces",
+ "type": "number",
+ "description": "Number of spaces to use for indentation levels in the formatted output.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "inlineArrays",
+ "type": "boolean",
+ "description": "Whether to format array or list parameters inline or expanded on multiple lines.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object with the formatted query string and metadata about the format."
+ },
+ "aiAgent": {
+ "useCase": "Use when generating or updating technical documentation involving database or API queries to ensure queries are consistently and cleanly formatted for readability and professionalism. Ideal for inclusion in docs that will be read by developers or analysts.",
+ "limitations": "Does not execute or validate query correctness; focuses solely on formatting style. May not support extremely obscure or proprietary query languages outside common types like SQL or GraphQL.",
+ "examples": [
+ "Format a raw SQL query string to consistent style with uppercase keywords and 4-space indentation.",
+ "Format a GraphQL query received from an API example, converting keywords to lowercase and adding line breaks for clarity.",
+ "Format a complex SQL query that includes arrays, choosing whether to inline array elements or expand depending on readability preferences."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "query",
+ "sql",
+ "graphql",
+ "code-style"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"queryString\":\"select id,name,email from users where status='active' order by name desc\",\"queryLanguage\":\"SQL\",\"keywordCase\":\"upper\",\"indentationSpaces\":4,\"inlineArrays\":true}",
+ "description": "Format an SQL SELECT query with uppercase keywords and 4 spaces indentation."
+ },
+ {
+ "inputJson": "{\"queryString\":\"{ user(id: \\\"123\\\") { name email posts(limit: 3) { title } } }\",\"queryLanguage\":\"GraphQL\",\"keywordCase\":\"lower\",\"indentationSpaces\":2,\"inlineArrays\":false}",
+ "description": "Format a GraphQL query with lowercase keywords and multiline arrays for clarity."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Query",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatAPI",
+ "description": "Formats raw API specification input (in OpenAPI, Swagger, or similar JSON/YAML formats) into a clean, readable, standardized Markdown or HTML documentation output. Supports customizable templates, syntax highlighting, and versioning info. Produces formatted API docs suitable for developer consumption or publishing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "apiSpec",
+ "type": "string",
+ "description": "Raw API specification content in JSON or YAML string format to be formatted into documentation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputFormat",
+ "type": "string",
+ "description": "Format of the input API specification, e.g. 'openapi', 'swagger', or 'raml'.",
+ "required": true,
+ "defaultValue": "openapi"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format for the formatted documentation, e.g. 'markdown' or 'html'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "Whether to include request and response examples in the formatted output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Optional color or style theme for syntax highlighting in the documentation; applies only to HTML output.",
+ "required": false,
+ "defaultValue": "default"
+ },
+ {
+ "name": "versionInfo",
+ "type": "string",
+ "description": "Optional version string to annotate the API documentation header.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted API documentation as a single string under 'formattedDoc', and metadata such as the output format used."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have an API specification in a standard format like OpenAPI or Swagger and need to generate clean, readable, and standardized documentation suitable for developers or publishing portals. It automates transforming raw API specs into human-friendly docs with consistent style.",
+ "limitations": "This tool does not validate the correctness of the API specification itself; it only formats it. It cannot generate docs from incomplete or non-standard specs. Complex custom templates beyond the default are not supported.",
+ "examples": [
+ "Format an OpenAPI JSON spec into markdown for developer documentation.",
+ "Convert a Swagger YAML API spec into styled HTML documentation with examples.",
+ "Generate a versioned markdown API doc from a given OpenAPI spec string."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "api",
+ "formatting",
+ "developer-docs",
+ "openapi",
+ "swagger",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"apiSpec\":\"{\\\"openapi\\\":\\\"3.0.0\\\",\\\"info\\\":{\\\"title\\\":\\\"Pet Store API\\\",\\\"version\\\":\\\"1.0\\\"},\\\"paths\\\":{\\\"/pets\\\":{\\\"get\\\":{\\\"summary\\\":\\\"List all pets\\\",\\\"responses\\\":{\\\"200\\\":{\\\"description\\\":\\\"An array of pets\\\"}}}}}}}\",\"inputFormat\":\"openapi\",\"outputFormat\":\"markdown\",\"includeExamples\":true,\"theme\":\"\",\"versionInfo\":\"v1.0\"}",
+ "description": "Format a basic OpenAPI JSON string into Markdown documentation including version info."
+ },
+ {
+ "inputJson": "{\"apiSpec\":\"openapi: 3.0.0\\ninfo:\\n title: Example API\\n version: '2.0'\\npaths:\\n /users:\\n get:\\n summary: Get user list\\n responses:\\n '200':\\n description: OK\",\"inputFormat\":\"openapi\",\"outputFormat\":\"html\",\"includeExamples\":false,\"theme\":\"dark\",\"versionInfo\":\"2.0\"}",
+ "description": "Format a YAML OpenAPI spec into dark-themed HTML without examples, specifying version."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "API",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatModule",
+ "description": "Formats code modules by parsing their source code to apply consistent indentation, spacing, and style conventions. Accepts source code as input and produces formatted code output matching specified style guidelines, improving readability and maintainability.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "sourceCode",
+ "type": "string",
+ "description": "The raw source code of the module to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Programming language of the module (e.g., 'javascript', 'python'). Determines formatting rules.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleGuide",
+ "type": "string",
+ "description": "Code style guide to follow, such as 'Google', 'Airbnb', or 'PEP8'.",
+ "required": false,
+ "defaultValue": "\"default\""
+ },
+ {
+ "name": "tabWidth",
+ "type": "number",
+ "description": "Number of spaces per indentation level.",
+ "required": false,
+ "defaultValue": "4"
+ },
+ {
+ "name": "useTabs",
+ "type": "boolean",
+ "description": "Whether to use tabs for indentation instead of spaces.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "trimTrailingWhitespace",
+ "type": "boolean",
+ "description": "If true, removes trailing whitespace from lines.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "insertFinalNewline",
+ "type": "boolean",
+ "description": "If true, ensures the file ends with a newline character.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted source code as a string under 'formattedCode' and optionally a list of formatting warnings."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to standardize and improve the formatting of code modules to adhere to style guides for better readability, maintainability, or preparing code for documentation extraction. It is helpful when integrating code from multiple sources or before creating code documentation.",
+ "limitations": "Does not perform syntax correction or linting beyond formatting; does not refactor code or fix logical errors. Supports only recognized programming languages and predefined style guides.",
+ "examples": [
+ "Format a JavaScript module source code according to Airbnb style guide.",
+ "Convert Python module code to comply with PEP8 indentation and whitespace rules.",
+ "Format a TypeScript module enforcing 2-space indentation and trimming trailing whitespace."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "code",
+ "documentation-tools",
+ "module",
+ "style",
+ "source-code"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceCode\":\"function test( ) {console.log('hello')}\",\"language\":\"javascript\",\"styleGuide\":\"Airbnb\",\"tabWidth\":2,\"useTabs\":false,\"trimTrailingWhitespace\":true,\"insertFinalNewline\":true}",
+ "description": "Format a JavaScript module source code according to Airbnb style guide with 2 spaces indentation."
+ },
+ {
+ "inputJson": "{\"sourceCode\":\"def foo():\\n print( 'bar' )\",\"language\":\"python\",\"styleGuide\":\"PEP8\",\"tabWidth\":4,\"useTabs\":false,\"trimTrailingWhitespace\":true,\"insertFinalNewline\":true}",
+ "description": "Format a Python module using PEP8 style guide with 4 spaces indentation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Module",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatComponent",
+ "description": "Formats code components such as React, Vue, or Angular components to standardized style guidelines. Accepts component source code as input, applies formatting based on specified style presets or custom rules, and returns the formatted code string for improved readability and maintainability.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "sourceCode",
+ "type": "string",
+ "description": "The source code of the component to be formatted, accepts code in frameworks like React, Vue, Angular.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "framework",
+ "type": "string",
+ "description": "The framework or library of the component source code, e.g., 'react', 'vue', 'angular'.",
+ "required": false,
+ "defaultValue": "react"
+ },
+ {
+ "name": "stylePreset",
+ "type": "string",
+ "description": "The name of the style preset to apply for formatting, such as 'prettier', 'eslint', or a custom style.",
+ "required": false,
+ "defaultValue": "prettier"
+ },
+ {
+ "name": "customRules",
+ "type": "object",
+ "description": "An object defining any custom formatting rules to override or supplement the selected style preset.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "useTabs",
+ "type": "boolean",
+ "description": "Whether to use tabs for indentation instead of spaces.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "tabWidth",
+ "type": "number",
+ "description": "The number of spaces per indentation level if spaces are used instead of tabs.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "semi",
+ "type": "boolean",
+ "description": "Whether to add semicolons at the ends of statements.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted component code string, optionally with a formatting report or error details if formatting failed."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to cleanly format source code of UI components in popular frameworks to improve code consistency and readability before committing or documentation updates. It supports multiple frameworks and styling presets with flexibility for custom rules.",
+ "limitations": "This tool focuses on formatting code only; it cannot fix logical errors, refactor code, or convert between frameworks.",
+ "examples": [
+ "Format a React component source code string using Prettier rules.",
+ "Format a Vue component with custom indentation and no semicolons.",
+ "Apply ESLint style preset to an Angular component source."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "code",
+ "component",
+ "documentation",
+ "UI-framework",
+ "style",
+ "prettier"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceCode\":\"function Button(){return <button>Click</button>;}\",\"framework\":\"react\",\"stylePreset\":\"prettier\",\"useTabs\":false,\"tabWidth\":2,\"semi\":true}",
+ "description": "Format a simple React button component with Prettier style, 2 spaces indent, with semicolons."
+ },
+ {
+ "inputJson": "{\"sourceCode\":\"<template><div>{{ msg }}</div></template><script>export default {data(){return {msg:'hello'};}}</script>\",\"framework\":\"vue\",\"stylePreset\":\"prettier\",\"useTabs\":true,\"semi\":false}",
+ "description": "Format a Vue single-file component using tabs for indent, no semicolons."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Component",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatFunction",
+ "description": "Formats a given source code function by applying consistent indentation, spacing, and optionally adding or updating its documentation comment. Accepts a function code snippet and formatting preferences, returning the neatly formatted function code as output.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "functionCode",
+ "type": "string",
+ "description": "The source code of the function to be formatted, including its signature and body.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentationSize",
+ "type": "number",
+ "description": "Number of spaces used for indentation in the formatted function. Defaults to 4.",
+ "required": false,
+ "defaultValue": "4"
+ },
+ {
+ "name": "useTabs",
+ "type": "boolean",
+ "description": "Whether to use tabs instead of spaces for indentation.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "addOrUpdateDoc",
+ "type": "boolean",
+ "description": "If true, the tool will add or update the function's documentation comment above its definition.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "docStyle",
+ "type": "string",
+ "description": "The style of documentation comment to use, for example 'JSDoc' or 'Google'. Only used if addOrUpdateDoc is true.",
+ "required": false,
+ "defaultValue": "JSDoc"
+ }
+ ],
+ "returns": {
+ "type": "string",
+ "description": "The formatted function source code, with adjusted indentation, spacing, and optionally updated documentation comment."
+ },
+ "aiAgent": {
+ "useCase": "This tool is useful when an AI agent is tasked with maintaining or generating code documentation; it ensures function code is consistently formatted and optionally adds or refreshes documentation comments to improve readability and maintainability. For example, after generating a function, an agent can standardize its layout and annotate it according to project style guidelines.",
+ "limitations": "This tool only processes single function snippets as input and does not handle full source files or multiple function blocks. It cannot perform semantic code analysis or fix logical errors within the function itself. It also assumes input code is syntactically valid.",
+ "examples": [
+ "Format a raw JavaScript function with 2-space indentation and add a JSDoc comment.",
+ "Standardize a Python function string using tabs for indentation without adding documentation.",
+ "Reformat a given Java method string with 4-space indentation, updating Google-style documentation comment."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "code",
+ "function",
+ "programming",
+ "style",
+ "formatter"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"functionCode\":\"function sum(a, b) {return a+b;}\",\"indentationSize\":2,\"useTabs\":false,\"addOrUpdateDoc\":true,\"docStyle\":\"JSDoc\"}",
+ "description": "JavaScript function formatted with 2 spaces indentation and JSDoc comment added."
+ },
+ {
+ "inputJson": "{\"functionCode\":\"def add(a,b):\\nreturn a+b\",\"indentationSize\":4,\"useTabs\":true,\"addOrUpdateDoc\":false,\"docStyle\":\"\"}",
+ "description": "Python function formatted using tabs for indentation without adding documentation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Function",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatReadme",
+ "description": "Formats a given README.md content string by applying consistent markdown styling, fixing common formatting issues, and optionally injecting standardized sections. Accepts raw markdown text input, processes it for readability and style consistency, then outputs the formatted markdown string ready for display or publishing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "markdownContent",
+ "type": "string",
+ "description": "The raw README markdown text content to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "fixHeadings",
+ "type": "boolean",
+ "description": "If true, corrects and standardizes heading syntax and levels.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "fixListIndentation",
+ "type": "boolean",
+ "description": "If true, ensures consistent indentation and bullet styles in lists.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "injectStandardSections",
+ "type": "array",
+ "description": "Names of common README sections (e.g., ['Contributing', 'License']) to ensure are present and properly formatted.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum line length for wrapping text in paragraphs; set 0 for no wrapping.",
+ "required": false,
+ "defaultValue": "80"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted markdown text and a summary of changes made."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to clean up or standardize README.md files in software projects to ensure consistent markdown styling, fix common formatting problems, and add missing conventional documentation sections before publishing or sharing on repositories like GitHub.",
+ "limitations": "Does not perform content validation or spell checking. Cannot interpret or rewrite content semantics. Limited to formatting markdown syntax only.",
+ "examples": [
+ "Format raw README markdown text input to produce cleaned and well-structured output.",
+ "Inject standard sections like 'Contributing' and 'License' if missing and format all headings properly.",
+ "Wrap paragraph text at a specified line length without breaking code blocks or tables."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "markdown",
+ "formatting",
+ "readme",
+ "developer-tools",
+ "document-standardization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"markdownContent\": \"#my project\\nThis is a sample readme...\", \"fixHeadings\": true, \"fixListIndentation\": true, \"injectStandardSections\": [\"License\"], \"maxLineLength\": 80}",
+ "description": "Formatting raw README content with fixed headings and added License section."
+ },
+ {
+ "inputJson": "{\"markdownContent\": \"## Introduction\\n- item 1\\n - item 2\", \"fixHeadings\": false, \"fixListIndentation\": true, \"injectStandardSections\": [], \"maxLineLength\": 0}",
+ "description": "Correct only list indentation without wrapping or changing headings."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatSpec",
+ "description": "Formats a software specification document written in plain text or markdown into a standardized, consistent format. Accepts the spec content as input along with formatting options such as style guide choice and output format. Produces a cleaned, well-structured formatted spec document as output, suitable for documentation repositories or sharing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "specContent",
+ "type": "string",
+ "description": "The raw content of the specification document to format, as plain text or markdown.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleGuide",
+ "type": "string",
+ "description": "The style guide or formatting convention to apply (e.g., 'Google', 'Microsoft', 'custom').",
+ "required": false,
+ "defaultValue": "Google"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired output format of the formatted spec (e.g., 'markdown', 'html', 'pdf').",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to generate and include a table of contents at the beginning of the document.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "headerLevelStart",
+ "type": "number",
+ "description": "The header level to start with for section titles (e.g., 1 for '#', 2 for '##').",
+ "required": false,
+ "defaultValue": "1"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted specification document as a string in the requested output format and metadata such as the number of sections."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have a specification document that is unstructured or inconsistently formatted and want to produce a standardized, professional-looking spec document. It is helpful for maintaining uniform documentation style across teams and automating formatting tasks.",
+ "limitations": "Cannot interpret or generate substantive content—only formats what is already present. Does not validate the correctness or completeness of the specification content.",
+ "examples": [
+ "Format an RFC spec markdown to Microsoft style with TOC.",
+ "Convert raw spec text to clean markdown with Google style guide.",
+ "Produce an HTML version of a technical spec from markdown input."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "specifications",
+ "markdown",
+ "style-guide",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"specContent\":\"# API Spec\\nThis document details the API endpoints.\\n\\n## Authentication\\n- Uses OAuth2.\\n\",\"styleGuide\":\"Google\",\"outputFormat\":\"markdown\",\"includeTableOfContents\":true,\"headerLevelStart\":1}",
+ "description": "Format a basic API spec markdown document following the Google style guide, including a table of contents, starting header level 1."
+ },
+ {
+ "inputJson": "{\"specContent\":\"Project Spec\\n========\\nDetails:\\n - Overview\\n - Scope\\n\",\"styleGuide\":\"Microsoft\",\"outputFormat\":\"html\",\"includeTableOfContents\":false,\"headerLevelStart\":2}",
+ "description": "Format a project spec text using Microsoft style, output as HTML without a table of contents, starting headers at level 2."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Spec",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatCode",
+ "description": "Formats source code snippets in various programming languages for improved readability and consistency. Accepts raw code strings and a specified language, applies standard formatting rules or custom indentation, and outputs the formatted code string ready for inclusion in documentation or code reviews.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "code",
+ "type": "string",
+ "description": "The raw source code to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The programming language of the source code (e.g., 'javascript', 'python').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "indentStyle",
+ "type": "string",
+ "description": "The indentation style to use: 'spaces' or 'tabs'.",
+ "required": false,
+ "defaultValue": "spaces"
+ },
+ {
+ "name": "indentSize",
+ "type": "number",
+ "description": "Number of spaces or tabs for each indentation level.",
+ "required": false,
+ "defaultValue": "4"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum allowed line length before wrapping, use 0 for no wrapping.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "insertFinalNewline",
+ "type": "boolean",
+ "description": "Whether to ensure the formatted code ends with a newline character.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted code string and a summary of the formatting operation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to present or document code snippets clearly and consistently, ensuring they follow style guidelines for readability in README files, developer documentation, or code review tools. It accepts raw code and language info, then returns neatly formatted code.",
+ "limitations": "This tool does not perform syntax error correction or code linting beyond formatting style. It supports only popular programming languages with known formatting rules and may not handle proprietary languages or mixed-language code blocks.",
+ "examples": [
+ "Format a messy JavaScript snippet to conform to 2-space indentation.",
+ "Format a Python function with tabs instead of spaces for indentation.",
+ "Format a Java source code sample to wrap lines at 120 characters."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "code",
+ "documentation",
+ "style",
+ "readability",
+ "language-specific"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"code\":\"function test(){console.log('hello world');}\",\"language\":\"javascript\",\"indentStyle\":\"spaces\",\"indentSize\":2,\"maxLineLength\":80,\"insertFinalNewline\":true}",
+ "description": "Format a JavaScript function with 2-space indentation."
+ },
+ {
+ "inputJson": "{\"code\":\"def foo():\\n print('bar')\",\"language\":\"python\",\"indentStyle\":\"tabs\",\"indentSize\":1,\"maxLineLength\":0,\"insertFinalNewline\":false}",
+ "description": "Format a Python function with tab indentation and no line wrapping."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Code",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatChangelog",
+ "description": "This tool formats raw changelog entries into a consistent, standardized changelog document. It accepts an array of changelog entries with version numbers, dates, and categorized changes (added, fixed, removed, etc.), and outputs a well-structured markdown or plaintext changelog that follows best practices for clarity and readability.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "entries",
+ "type": "array",
+ "description": "An array of changelog entry objects each containing version, date, and changes categorized by type (added, fixed, removed, etc.).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The output format of the changelog, supported formats include 'markdown' or 'plaintext'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeDates",
+ "type": "boolean",
+ "description": "Whether to include release dates in the formatted changelog output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "versionPrefix",
+ "type": "string",
+ "description": "Prefix to prepend to each version number, e.g., 'v' to show as 'v1.2.3'.",
+ "required": false,
+ "defaultValue": "v"
+ },
+ {
+ "name": "sortDescending",
+ "type": "boolean",
+ "description": "Whether to sort the changelog entries with the newest version first.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "string",
+ "description": "A formatted changelog string based on the input entries and formatting parameters."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have raw changelog data and want to produce a professional, easy-to-read, and standardized changelog document in markdown or plaintext. It helps automate formatting for release notes, ensuring consistent style and categorization across versions.",
+ "limitations": "This tool does not infer or rewrite changelog content; it only formats the provided structured data. It requires changelog entries to be well-structured with clear categories. It cannot generate changelog entries from unstructured text input.",
+ "examples": [
+ "Format a list of versioned changelog entries into markdown for GitHub release notes.",
+ "Generate a plaintext changelog for software documentation from raw change entries.",
+ "Create a changelog sorted by newest version first including release dates with version prefixes."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "changelog",
+ "release-notes",
+ "markdown",
+ "plaintext"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"entries\":[{\"version\":\"1.2.0\",\"date\":\"2023-05-01\",\"changes\":{\"added\":[\"New user authentication module\"],\"fixed\":[\"Crash on login\"],\"removed\":[]}}, {\"version\":\"1.1.0\",\"date\":\"2023-03-15\",\"changes\":{\"added\":[\"Support for multi-language\"],\"fixed\":[],\"removed\":[\"Deprecated API endpoints\"]}}],\"outputFormat\":\"markdown\",\"includeDates\":true,\"versionPrefix\":\"v\",\"sortDescending\":true}",
+ "description": "Format two changelog entries into a markdown document with dates and version prefix 'v', sorted newest first."
+ },
+ {
+ "inputJson": "{\"entries\":[{\"version\":\"0.9.5\",\"date\":\"2022-12-01\",\"changes\":{\"added\":[\"Beta feature toggle\"],\"fixed\":[\"Minor UI bugs\"],\"removed\":[]}}],\"outputFormat\":\"plaintext\",\"includeDates\":false,\"versionPrefix\":\"\",\"sortDescending\":false}",
+ "description": "Generate a plaintext changelog for a single version without including dates and no version prefix."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Changelog",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatBrief",
+ "description": "Formats a brief document input into a clear, concise, and well-structured summary. Accepts raw text or markdown for the brief content, applies formatting rules such as bullet points, headings, and character limits, and outputs a polished brief suitable for professional or project documentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "briefContent",
+ "type": "string",
+ "description": "The raw textual content of the brief to be formatted. Accepts plain text or markdown input.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length of the formatted brief. The tool will trim or summarize content as needed to meet this limit.",
+ "required": false,
+ "defaultValue": "1000"
+ },
+ {
+ "name": "useMarkdown",
+ "type": "boolean",
+ "description": "Determines whether the output should preserve markdown formatting (true) or provide plain text (false).",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeHeadings",
+ "type": "boolean",
+ "description": "Specifies whether to generate section headings based on content structure within the brief.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "bulletPointStyle",
+ "type": "string",
+ "description": "Style of bullet points to use if bullet formatting is applied. Options include '-', '*', or '•'.",
+ "required": false,
+ "defaultValue": "-"
+ },
+ {
+ "name": "summaryOnly",
+ "type": "boolean",
+ "description": "If true, produces only a summarized version of the brief without detailed sections.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "The formatted brief output, including the formatted text string and metadata such as length and format type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce concise, standardized brief documents from raw inputs, ensuring readability and professional formatting. Ideal for generating project summaries, executive briefs, or proposal overviews from unstructured text.",
+ "limitations": "This tool does not perform content verification or fact-checking and is not intended for generating briefs from highly technical or specialized documents without prior content validation. It also does not translate languages.",
+ "examples": [
+ "Format this raw project brief text into a well-structured markdown summary limited to 500 characters.",
+ "Create a plain text summary brief from a detailed project update while including bullet points and headings.",
+ "Generate a short executive brief that extracts key points from the provided text without detailed sections."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "brief",
+ "summary",
+ "markdown",
+ "text-processing",
+ "project-docs"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"briefContent\":\"This project aims to improve the user onboarding process by simplifying registration, adding interactive tutorials, and collecting feedback. Expected completion is Q4.\",\"maxLength\":300,\"useMarkdown\":true,\"includeHeadings\":true,\"bulletPointStyle\":\"-\",\"summaryOnly\":false}",
+ "description": "Format a brief project summary as markdown with bullet points and headings, within 300 characters."
+ },
+ {
+ "inputJson": "{\"briefContent\":\"Our Q2 marketing summary includes campaign analytics, customer growth stats, and budget usage. Highlights indicate positive trends in digital engagement.\",\"maxLength\":200,\"useMarkdown\":false,\"includeHeadings\":false,\"bulletPointStyle\":\"*\",\"summaryOnly\":true}",
+ "description": "Generate a plain text short summary brief without headings for a marketing report."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatTemplate",
+ "description": "This tool accepts a document template in text or markdown format along with formatting options, applies styling and structural formatting (like headings, lists, tables), and outputs a cleaned, consistently formatted template ready for documentation use or publishing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "templateContent",
+ "type": "string",
+ "description": "The raw document template content to be formatted, as a string (required)",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formattingStyle",
+ "type": "string",
+ "description": "Specifies the formatting style to apply, e.g., 'markdown', 'asciidoc', or 'custom' (optional)",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum line length for text wrapping (optional)",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "applyConsistentHeadings",
+ "type": "boolean",
+ "description": "Whether to standardize heading levels across the template (optional)",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "preserveWhitespace",
+ "type": "boolean",
+ "description": "Indicates if original whitespace and indentation should be preserved (optional)",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted template content as string and a report of applied formatting changes."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to clean up, structure, and standardize raw or inconsistently formatted documentation templates prior to publishing or further editing. It is ideal for ensuring style consistency, applying markdown or other text-based styles, and preparing templates for integration in documentation workflows.",
+ "limitations": "This tool does not perform content generation or semantic validation of the text; it only applies formatting rules. It is not a full document conversion tool between complex formats (e.g., DOCX to markdown).",
+ "examples": [
+ "Format a raw markdown Docker template ensuring consistent heading levels and line wrapping.",
+ "Apply asciidoc formatting style to a plain text template file.",
+ "Clean and format a README template preserving existing whitespace where necessary."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "templates",
+ "markup",
+ "style",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"templateContent\":\"# Project Title\\nThis project does X. \\n## Installation\\nUse 'npm install'.\\n\",\"formattingStyle\":\"markdown\",\"maxLineLength\":80,\"applyConsistentHeadings\":true,\"preserveWhitespace\":false}",
+ "description": "Format a simple markdown template to ensure consistent headings and line length."
+ },
+ {
+ "inputJson": "{\"templateContent\":\"Project Overview\\n===============\\nDetails here.\",\"formattingStyle\":\"asciidoc\",\"maxLineLength\":60,\"applyConsistentHeadings\":true,\"preserveWhitespace\":false}",
+ "description": "Convert plain text to asciidoc style with consistent underlined headings."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatChecklist",
+ "description": "Formats a checklist document by organizing checklist items, applying consistent styles, and optionally converting into markdown or HTML. Accepts a raw checklist input with items and statuses, processes layout and style preferences, and outputs a formatted checklist string ready for documentation inclusion.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "checklistItems",
+ "type": "array",
+ "description": "An array of checklist items where each item includes a text description and a completion status (true/false).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format for the checklist, e.g., 'markdown' or 'html'. Defaults to 'markdown'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeHeader",
+ "type": "boolean",
+ "description": "Whether to include a header title at the start of the checklist document. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "headerTitle",
+ "type": "string",
+ "description": "The text to display as the checklist header if includeHeader is true.",
+ "required": false,
+ "defaultValue": "Checklist"
+ },
+ {
+ "name": "sortItems",
+ "type": "boolean",
+ "description": "If true, sorts the checklist items with incomplete items first. Defaults to false.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted checklist document as a string under 'formattedChecklist'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create or format documentation checklists from raw boolean item lists into clean, readable markdown or HTML for reports, manuals, or project specifications.",
+ "limitations": "This tool does not generate checklist content, only formats provided items. It provides limited styling options and does not support export beyond markdown or HTML formats.",
+ "examples": [
+ "Format a checklist of deployment steps in markdown with a header.",
+ "Produce an HTML formatted checklist without a header for embedding in a website.",
+ "Sort checklist items to prioritize incomplete tasks before formatting."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "checklist",
+ "markdown",
+ "html",
+ "workflow",
+ "project-management"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"checklistItems\":[{\"text\":\"Install dependencies\",\"completed\":true},{\"text\":\"Setup database\",\"completed\":false},{\"text\":\"Run tests\",\"completed\":false}],\"outputFormat\":\"markdown\",\"includeHeader\":true,\"headerTitle\":\"Deployment Steps\",\"sortItems\":true}",
+ "description": "Format a checklist of deployment steps in markdown with incomplete items listed first and a header titled 'Deployment Steps'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatFAQ",
+ "description": "Formats a FAQ document given an array of question-answer pairs or a raw text input. It structures the content into a consistent, well-formatted FAQ style, optionally adding section titles and numbering questions. The output is a clean, readable FAQ text or markdown suitable for documentation delivery.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "faqEntries",
+ "type": "array",
+ "description": "An array of objects each containing 'question' and 'answer' strings representing individual FAQ entries.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "The output format style, e.g., 'plain text' or 'markdown' for formatted output.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "addNumbering",
+ "type": "boolean",
+ "description": "Whether to number the questions sequentially in the output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "sectionTitle",
+ "type": "string",
+ "description": "An optional section title to prepend to the FAQ document.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single 'formattedFAQ' string with the consistent FAQ text formatted as specified."
+ },
+ "aiAgent": {
+ "useCase": "An AI agent should use this tool when it needs to convert raw FAQ data into a structured, cleanly formatted FAQ document to present to users or embed in documentation. This tool standardizes FAQ presentation and supports markdown formatting.",
+ "limitations": "This tool only formats FAQ content; it does not generate questions or answers. It requires well-formed question-answer input and cannot correct content quality or relevance.",
+ "examples": [
+ "Format a given set of FAQ entries into markdown with numbering.",
+ "Generate plain text FAQ without numbering and with a custom section title.",
+ "Convert raw FAQ entries into a standardized FAQ document for user help."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "faq",
+ "markdown",
+ "text-processing",
+ "documentation-tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"faqEntries\":[{\"question\":\"How do I reset my password?\",\"answer\":\"Click on 'Forgot Password' at login and follow the instructions.\"},{\"question\":\"Where can I find the user manual?\",\"answer\":\"The user manual is available on the documentation page.\"}],\"formatStyle\":\"markdown\",\"addNumbering\":true,\"sectionTitle\":\"Frequently Asked Questions\"}",
+ "description": "Format a set of FAQ entries into a numbered markdown FAQ with a section title."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatMinutes",
+ "description": "Formats raw meeting minutes text into a standardized, professional minutes document. Accepts unstructured or semi-structured meeting notes, processes them to organize agenda items, decisions, action points, and attendees, and outputs a clean, well-formatted minutes document as markdown or text.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "rawText",
+ "type": "string",
+ "description": "Raw, unformatted meeting minutes or notes to be processed and formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the formatted minutes: markdown or plain text.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeSummary",
+ "type": "boolean",
+ "description": "Whether to generate a brief summary section at the start of the minutes.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "highlightDecisions",
+ "type": "boolean",
+ "description": "Whether to visually highlight decisions or action items in the output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "customHeader",
+ "type": "string",
+ "description": "Optional custom header/title to prepend to the minutes document.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "date",
+ "type": "string",
+ "description": "Optional meeting date to include in the minutes header, in ISO format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted minutes document with metadata including generated summary and counts of key elements."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have raw or loosely structured meeting notes that need to be converted into a clear, professional minutes document for sharing or record-keeping. It is ideal for standardizing minutes from varied input styles and improving readability and actionability.",
+ "limitations": "Cannot infer content not present in input; quality depends on clarity of rawText. Does not replace human review for meeting accuracy or sensitive content.",
+ "examples": [
+ "Format raw text notes from a project meeting into markdown minutes with summary and highlights.",
+ "Generate plain text minutes without a generated summary.",
+ "Add a custom header with the meeting title to the minutes output."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "meeting",
+ "minutes",
+ "productivity"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawText\":\"Attendees: John, Jane\\nDiscussed project timeline delays. Action: John to update schedule. Decision: Push launch date by one month.\",\"outputFormat\":\"markdown\",\"includeSummary\":true,\"highlightDecisions\":true,\"customHeader\":\"Project Sync Meeting\",\"date\":\"2024-04-20\"}",
+ "description": "Format typical raw meeting notes into markdown output with header, summary, and highlighted decisions."
+ },
+ {
+ "inputJson": "{\"rawText\":\"Team meeting notes without clear formatting.\\n- Items reviewed\\n- Next steps assigned\",\"outputFormat\":\"text\",\"includeSummary\":false,\"highlightDecisions\":false}",
+ "description": "Convert informal text notes into plain text formatted minutes without summary or highlights."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatTranscript",
+ "description": "Formats raw transcript text by applying timestamp normalization, speaker label consistency, and paragraph structuring for readability. Accepts a raw text transcript and configuration options, producing a clean, standardized formatted transcript as output.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "rawTranscript",
+ "type": "string",
+ "description": "The raw transcript text to be formatted, including timestamps and speaker labels.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timestampFormat",
+ "type": "string",
+ "description": "Format for timestamps in the output (e.g., HH:mm:ss, mm:ss).",
+ "required": false,
+ "defaultValue": "HH:mm:ss"
+ },
+ {
+ "name": "speakerLabelStyle",
+ "type": "string",
+ "description": "Style for speaker labels: 'fullName', 'initials', or 'numbered'.",
+ "required": false,
+ "defaultValue": "fullName"
+ },
+ {
+ "name": "paragraphLength",
+ "type": "number",
+ "description": "Approximate number of sentences per paragraph in the formatted output.",
+ "required": false,
+ "defaultValue": "3"
+ },
+ {
+ "name": "includeTimestamps",
+ "type": "boolean",
+ "description": "Whether to include timestamps before paragraphs or speaker turns.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted transcript as a string under the 'formattedTranscript' key."
+ },
+ "aiAgent": {
+ "useCase": "When an AI agent has a raw or unstructured meeting, interview, or event transcript with inconsistent formatting, timestamps, and speaker labels, it can use this tool to produce a clean, human-readable formatted transcript suitable for documentation or publishing.",
+ "limitations": "This tool does not perform transcription or speaker diarization itself. It requires the raw transcript text to already include speaker labels and timestamps. It cannot correct transcription errors or add content.",
+ "examples": [
+ "Format a raw interview transcript adding timestamps in mm:ss format and using numbered speaker labels.",
+ "Convert meeting transcripts with speaker initials and paragraphs of 4 sentences.",
+ "Output a formatted transcript without timestamps for publication."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "transcript",
+ "documentation",
+ "text-processing",
+ "speaker-labels",
+ "timestamps"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawTranscript\":\"[00:00:01] John Doe: Hello everyone. [00:00:05] Jane Smith: Hi John! How are you?\",\"timestampFormat\":\"mm:ss\",\"speakerLabelStyle\":\"numbered\",\"paragraphLength\":2,\"includeTimestamps\":true}",
+ "description": "Format a short transcript using mm:ss timestamps, numbered speakers, and paragraphs of 2 sentences."
+ },
+ {
+ "inputJson": "{\"rawTranscript\":\"[00:00:10] JD: Welcome to the meeting. Let's get started. [00:00:15] JS: Sure thing.\",\"timestampFormat\":\"HH:mm:ss\",\"speakerLabelStyle\":\"initials\",\"paragraphLength\":3,\"includeTimestamps\":false}",
+ "description": "Format a transcript with speaker initials, full HH:mm:ss timestamps, paragraphs of 3 sentences, without timestamps in output."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatReleaseNotes",
+ "description": "Formats raw release notes input into a clear, structured, and user-friendly document. Accepts an array of release entries containing version info, dates, and categorized changes; processes and organizes them into markdown or HTML formatted release notes output that can be published or shared.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "releaseEntries",
+ "type": "array",
+ "description": "An array of release entries, each with version, date, and categorized notes (e.g., features, fixes).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired output format: 'markdown' or 'html'.",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeDate",
+ "type": "boolean",
+ "description": "Whether to include the release date in the output formatting.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "sortOrder",
+ "type": "string",
+ "description": "Order to sort releases by version: 'asc' for ascending or 'desc' for descending.",
+ "required": false,
+ "defaultValue": "desc"
+ },
+ {
+ "name": "highlightCritical",
+ "type": "boolean",
+ "description": "Whether to visually highlight critical or breaking changes in the output.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single string field 'formattedNotes' with the fully formatted release notes in the specified output format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert raw or unformatted release note data into a standardized, readable document suitable for release announcements or developer documentation. It helps maintain consistent formatting across release versions and improves clarity with categorized sections and optional highlights.",
+ "limitations": "Cannot generate release notes from unstructured data automatically; expects input in a structured array format. Does not handle translations or localization.",
+ "examples": [
+ "Format release notes JSON array into markdown for public release page.",
+ "Convert raw release note entries to HTML email-friendly version.",
+ "Sort release notes ascending and exclude release dates for internal reviews."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "release-notes",
+ "changelog",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"releaseEntries\":[{\"version\":\"1.2.0\",\"date\":\"2024-05-01\",\"features\":[\"Added user profile customization\"],\"fixes\":[\"Fixed login timeout bug\"],\"breakingChanges\":[\"Removed deprecated settings API\"]},{\"version\":\"1.1.0\",\"date\":\"2024-04-15\",\"features\":[\"Introduced dark mode option\"],\"fixes\":[],\"breakingChanges\":[]}],\"outputFormat\":\"markdown\",\"includeDate\":true,\"sortOrder\":\"desc\",\"highlightCritical\":true}",
+ "description": "Format multiple releases with all sections in markdown, descending order, showing dates and highlighting breaking changes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "ReleaseNotes",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatSummary",
+ "description": "This tool accepts a raw textual summary of a document or project and formats it into a concise, well-structured summary with optional bullet points, line wrapping, and header inclusion. It processes input text to improve readability and consistency before outputting the formatted summary as a string.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "rawSummaryText",
+ "type": "string",
+ "description": "The raw, unformatted textual summary to be processed",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum number of characters per line for wrapping; lines longer than this are wrapped",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "includeHeader",
+ "type": "boolean",
+ "description": "Whether to prepend a standard header title to the summary",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "useBulletPoints",
+ "type": "boolean",
+ "description": "If true, formats the summary into bullet points when applicable",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted summary as a single string in the 'formattedSummary' field."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent must convert raw or loosely structured project or document summaries into standardized, readable formats suitable for documentation, reports or presentations. This helps maintain consistency and professionalism in documentation by enforcing line length limits, optional headers, and bullet formatting.",
+ "limitations": "This tool does not generate new summary content or perform deep semantic analysis; it only reformats provided text. It cannot summarize lengthy documents or extract key points automatically.",
+ "examples": [
+ "Format a project summary text with bullet points and header for a README file.",
+ "Wrap long summary lines to 60 characters without bullet points.",
+ "Format raw feature description text with default settings for a project documentation summary."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "summary",
+ "text-processing",
+ "readability",
+ "reporting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawSummaryText\":\"This document outlines the main features of the project, focusing on usability and performance. It highlights key milestones and the current progress status.\",\"maxLineLength\":50,\"includeHeader\":true,\"useBulletPoints\":true}",
+ "description": "Format a project summary with bullet points, line wrap at 50 chars and header included."
+ },
+ {
+ "inputJson": "{\"rawSummaryText\":\"Summary of changes includes UI redesign, backend API improvements, and bug fixes.\",\"maxLineLength\":80,\"includeHeader\":false,\"useBulletPoints\":false}",
+ "description": "Format a short summary without header or bullet points, wrapping at 80 characters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatBlogPost",
+ "description": "Formats raw blog post content into a clean, readable, and stylistically consistent HTML blog post. Accepts plain text or Markdown input along with metadata and outputs formatted HTML content ready for publishing on websites or blogs.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "rawContent",
+ "type": "string",
+ "description": "The original blog post content as plain text or Markdown format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the blog post to be included in the formatted output.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Name of the author to attribute the blog post to.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "publishDate",
+ "type": "string",
+ "description": "The publication date of the blog post in ISO 8601 format (YYYY-MM-DD).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTOC",
+ "type": "boolean",
+ "description": "Flag to indicate whether to generate and include a Table of Contents based on headings.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum character length per line for paragraph wrapping to improve readability.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Optional CSS theme name to style the blog post (e.g., light, dark).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted blog post's HTML content plus basic metadata for integration or display."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert unformatted or Markdown-based blog content into a clean, visually consistent HTML format suitable for web publishing. It helps prepare blog posts by applying consistent structure, styling, and optional features like Table of Contents generation.",
+ "limitations": "Does not perform spell checking, SEO optimization, or multimedia embedding beyond basic image markdown. Requires well-structured input for best results.",
+ "examples": [
+ "Format this raw Markdown blog post text into styled HTML for publishing.",
+ "Generate an HTML blog post with a Table of Contents from a long article draft.",
+ "Wrap blog paragraphs at 80 characters and apply a dark theme to the HTML output."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "blog",
+ "HTML",
+ "Markdown",
+ "content-preparation",
+ "publication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawContent\":\"# Introduction\\nThis is the first paragraph of the blog post. It explains the topic clearly.\\n\\n## Details\\nMore detailed explanation in this section.\",\"title\":\"My First Blog Post\",\"author\":\"Jane Doe\",\"publishDate\":\"2024-05-01\",\"includeTOC\":true,\"maxLineLength\":100,\"theme\":\"light\"}",
+ "description": "Format a Markdown blog post with headings included, author and publish date metadata, generate a Table of Contents, wrap lines at 100 characters using a light theme."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatArticle",
+ "description": "Formats an article text input by applying standardized styles such as headers, paragraphs, bullet points, code blocks, and inline emphasis. Accepts raw article content and formatting options to produce a cleanly structured Markdown or HTML-formatted article output.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "articleContent",
+ "type": "string",
+ "description": "The raw text content of the article to be formatted, including sections and paragraphs.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format: 'markdown' or 'html'.",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "headerStyle",
+ "type": "string",
+ "description": "Style of headers to apply, e.g., 'atx' for markdown # style or 'setext' for underlined. Only applicable if outputFormat='markdown'.",
+ "required": false,
+ "defaultValue": "atx"
+ },
+ {
+ "name": "convertLists",
+ "type": "boolean",
+ "description": "Whether to automatically detect and convert bulleted or numbered lists in the content.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "convertCodeBlocks",
+ "type": "boolean",
+ "description": "Whether to format code snippets within the article using fenced code blocks with optional language tags.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "inlineEmphasis",
+ "type": "boolean",
+ "description": "Whether to transform inline emphasis like bold or italics to proper syntax in the output format.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted article as a string in the chosen output format under the 'formattedContent' field."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have raw article text that needs consistent, clean formatting into Markdown or HTML for publishing, documentation sites, or content management systems. It helps automate applying correct syntax to headers, lists, code, and emphasis to ensure readability and standard compliance.",
+ "limitations": "This tool does not perform language grammar corrections, fact-checking, or content restructuring. It only formats provided text syntactically and does not add or remove content.",
+ "examples": [
+ "Format a raw technical article into HTML with headers and code blocks properly styled.",
+ "Convert plain text notes into Markdown with bullet lists properly formatted.",
+ "Apply consistent header styles and inline emphasis formatting to a draft article."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "article",
+ "markdown",
+ "html",
+ "content-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"articleContent\":\"#My Article\\nThis is the introduction.\\n- First item\\n- Second item\\n\\nHere is some code:\\nconsole.log('Hello World');\",\"outputFormat\":\"markdown\"}",
+ "description": "Format raw article text with headers, bullet lists, and code into Markdown."
+ },
+ {
+ "inputJson": "{\"articleContent\":\"Introduction\\n============\\nThis article explains the process.\\n1. Step one\\n2. Step two\\n\\nHere is inline code: print('Hello')\",\"outputFormat\":\"html\",\"convertLists\":true}",
+ "description": "Convert an article written in plain text with setext headers and steps into correctly formatted HTML."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatResume",
+ "description": "Formats a plain text or JSON structured resume by applying customizable style templates to produce a professionally styled resume in PDF or HTML format. Accepts raw resume content, formatting preferences, and outputs well-structured, visually consistent documents suitable for job applications or sharing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "resumeContent",
+ "type": "string",
+ "description": "The raw resume content as plain text or JSON string representing resume sections and details.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputFormat",
+ "type": "string",
+ "description": "Format of the input resumeContent ('plainText' or 'json').",
+ "required": true,
+ "defaultValue": "plainText"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the formatted resume ('pdf' or 'html').",
+ "required": true,
+ "defaultValue": "pdf"
+ },
+ {
+ "name": "styleTemplate",
+ "type": "string",
+ "description": "Name or identifier of the style template to apply (e.g., 'modern', 'classic').",
+ "required": false,
+ "defaultValue": "modern"
+ },
+ {
+ "name": "includeSections",
+ "type": "array",
+ "description": "List of resume sections to include (e.g., ['experience','education','skills']). If empty or omitted, includes all.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "highlightKeywords",
+ "type": "array",
+ "description": "List of keywords to highlight for emphasis in the formatted resume.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "fontSize",
+ "type": "number",
+ "description": "Base font size to use in the formatted resume (points).",
+ "required": false,
+ "defaultValue": "11"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted resume file content encoded in base64 and the MIME type."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert raw resume data into a professional, styled document for job applications, ensuring consistent formatting and enhanced readability. It supports multiple input and output formats and customizable styling.",
+ "limitations": "Cannot create resume content from scratch or validate resume data accuracy. Formatting is limited to predefined templates and cannot perform heavy graphical design.",
+ "examples": [
+ "Format a JSON structured resume into a PDF using the 'classic' style.",
+ "Convert plain text resume to HTML highlighting specific skills keywords.",
+ "Generate a minimum font size formatted PDF for accessibility."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "resume",
+ "formatting",
+ "PDF",
+ "HTML",
+ "style",
+ "templates",
+ "job-application"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"resumeContent\":\"{\\\"name\\\":\\\"Alice Johnson\\\",\\\"experience\\\":[{\\\"company\\\":\\\"ACME Corp\\\",\\\"role\\\":\\\"Developer\\\",\\\"years\\\":3}]}\",\"inputFormat\":\"json\",\"outputFormat\":\"pdf\",\"styleTemplate\":\"classic\",\"includeSections\":[\"experience\",\"education\"],\"highlightKeywords\":[\"Developer\"],\"fontSize\":12}",
+ "description": "Format a JSON resume into a classic style PDF including only experience and education, highlighting 'Developer'."
+ },
+ {
+ "inputJson": "{\"resumeContent\":\"Alice Johnson\\nExperience:\\n- Developer at ACME Corp for 3 years\\nEducation:\\n- BSc in Computer Science\",\"inputFormat\":\"plainText\",\"outputFormat\":\"html\",\"styleTemplate\":\"modern\",\"highlightKeywords\":[\"Developer\"],\"fontSize\":11}",
+ "description": "Format a plain text resume into a modern style HTML highlighting 'Developer'."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Resume",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatInvoice",
+ "description": "Formats invoice data provided as JSON into a clean, standardized PDF or HTML document. Accepts raw invoice details including items, prices, company info, and customer info. Outputs a professionally styled invoice ready for sending or printing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "invoiceData",
+ "type": "object",
+ "description": "Structured invoice details including items, pricing, dates, company and customer info. Required for generating the invoice.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format for the invoice document, e.g., 'PDF' or 'HTML'. Defaults to 'PDF'.",
+ "required": false,
+ "defaultValue": "PDF"
+ },
+ {
+ "name": "includeCompanyLogo",
+ "type": "boolean",
+ "description": "Flag to include the company logo in the formatted invoice. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "templateStyle",
+ "type": "string",
+ "description": "Name or identifier of the invoice template style to use for formatting. Defaults to 'standard'.",
+ "required": false,
+ "defaultValue": "standard"
+ },
+ {
+ "name": "currencySymbol",
+ "type": "string",
+ "description": "Currency symbol to use in the invoice, e.g., '$', '€'. Defaults to '$'.",
+ "required": false,
+ "defaultValue": "$"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted invoice document's binary data encoded as base64, along with metadata such as content type and preview text."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have raw invoice data and need to convert it into a professional invoice document for distribution or printing. It standardizes styling, applies formatting, and outputs in PDF or HTML. Suitable for automating invoice creation in billing systems or chatbots.",
+ "limitations": "This tool does not perform invoice data validation or calculations. It does not send invoices; output must be handled separately. Logo image must be supplied within invoiceData or configured externally.",
+ "examples": [
+ "Format a JSON invoice into a PDF suitable for sending to a client.",
+ "Generate a HTML invoice for web preview showing a detailed billing summary.",
+ "Create a standardized invoice document with custom styling and currency symbol for international invoicing."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "invoice",
+ "formatting",
+ "pdf",
+ "html",
+ "billing",
+ "finance",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"invoiceData\":{\"invoiceNumber\":\"INV-2024-001\",\"date\":\"2024-05-20\",\"dueDate\":\"2024-06-20\",\"company\":{\"name\":\"Acme Corp\",\"address\":\"123 Industrial Way\",\"phone\":\"555-1234\",\"email\":\"billing@acme.com\"},\"customer\":{\"name\":\"John Doe\",\"address\":\"456 Elm St\",\"phone\":\"555-5678\"},\"items\":[{\"description\":\"Widget A\",\"quantity\":10,\"unitPrice\":9.99},{\"description\":\"Widget B\",\"quantity\":5,\"unitPrice\":19.99}],\"notes\":\"Thank you for your business!\"},\"outputFormat\":\"PDF\",\"includeCompanyLogo\":true,\"templateStyle\":\"modern\",\"currencySymbol\":\"$\"}",
+ "description": "Create a modern style PDF invoice for Acme Corp's customer John Doe including company logo and monetary values in US Dollars."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Invoice",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatEmail",
+ "description": "This tool accepts raw email content, including optional subject and recipient details, and formats it into a professional, well-structured email body. It performs text normalization, applies consistent formatting rules such as paragraph breaks, bullet points, and polite closings, and outputs a clean, formatted email string ready for sending or documentation purposes.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "rawContent",
+ "type": "string",
+ "description": "The unformatted body text of the email to be cleaned and structured.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Optional subject line for the email to include in formatting context.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientName",
+ "type": "string",
+ "description": "Optional recipient name used to personalize the greetings or salutation in the email.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "senderName",
+ "type": "string",
+ "description": "Optional sender name to append to the signature for personalization.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSignature",
+ "type": "boolean",
+ "description": "Whether to append a standard signature block to the end of the email.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "Preferred style of formatting: 'formal', 'informal', or 'neutral'. Adjusts tone and phraseology accordingly.",
+ "required": false,
+ "defaultValue": "formal"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the fully formatted email text as a single string, including subject line if provided, greeting, body formatted with paragraphs and lists, and signature if enabled."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert raw, unstructured email text or draft notes into a polished and properly formatted email message suitable for professional communication or documentation. It helps ensure consistent tone, structure, and presentation for outgoing emails.",
+ "limitations": "This tool does not send emails, verify email addresses, or handle email attachments. It only formats plain text content into a styled email body and subject line.",
+ "examples": [
+ "Format an informal email draft to a client with personalized greeting and signature.",
+ "Clean up and structure notes into a formal email to a project team.",
+ "Generate a formatted email with a specified subject and neutral tone from bullet point input."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "email",
+ "communication",
+ "documentation",
+ "professional",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rawContent\":\"hello there, i wanted to check in about the q3 report. please find attached the details. thanks!\",\"subject\":\"Q3 Report Update\",\"recipientName\":\"John\",\"senderName\":\"Emma\",\"includeSignature\":true,\"formatStyle\":\"formal\"}",
+ "description": "Formats an informal raw email into a formal styled email with greeting and signature, including a subject line."
+ },
+ {
+ "inputJson": "{\"rawContent\":\"team, please review the following:\\n- budget approval\\n- timeline adjustments\\nlet me know your feedback.\",\"subject\":\"Project Update\",\"includeSignature\":false,\"formatStyle\":\"neutral\"}",
+ "description": "Formats bullet point notes into a neutral-tone email for team updates without signature."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftCitation",
+ "description": "This tool generates a properly formatted academic or professional citation string based on given source details and citation style. It accepts bibliographic information such as author names, publication year, title, source type, and optional data, processes them according to citation standard rules, and outputs a formatted citation string in styles like APA, MLA, or Chicago.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "authors",
+ "type": "array",
+ "description": "List of author names in 'Last, First' format or similar, required for generating the citation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the work being cited (e.g., article, book, webpage).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationYear",
+ "type": "number",
+ "description": "Year the work was published or released.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of source such as 'book', 'journalArticle', 'website', 'conferencePaper'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publisher",
+ "type": "string",
+ "description": "Publisher or publishing entity name (if applicable).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "journalName",
+ "type": "string",
+ "description": "Name of the journal if sourceType is 'journalArticle'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "volume",
+ "type": "string",
+ "description": "Volume number of the journal or book series (optional).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "issue",
+ "type": "string",
+ "description": "Issue number for journals or periodicals (optional).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "pages",
+ "type": "string",
+ "description": "Page range of the article or chapter (e.g., \"123-145\").",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL for online sources (optional).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "doi",
+ "type": "string",
+ "description": "Digital Object Identifier if available (optional).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "accessDate",
+ "type": "string",
+ "description": "Date of online source access in 'YYYY-MM-DD' format (optional).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to format the output (e.g., 'APA', 'MLA', 'Chicago').",
+ "required": true,
+ "defaultValue": "APA"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted citation string and the citation style used, suitable for inclusion in documentation or bibliographies."
+ },
+ "aiAgent": {
+ "useCase": "AI agents should use this tool when they need to generate standardized citation strings for references given bibliographic metadata. It is helpful for assembling reference lists, footnotes, or in-text citations automatically in various academic or professional formats.",
+ "limitations": "This tool cannot verify the accuracy of bibliographic data provided or access external databases to enrich incomplete citation information. It follows formatting rules but does not resolve conflicting style guidelines.",
+ "examples": [
+ "Generate an APA citation for a book authored by 'Smith, John' published in 2020 titled 'Modern Testing'.",
+ "Create an MLA citation for a journal article published in 2018 by multiple authors with a DOI.",
+ "Provide a Chicago style citation for a webpage accessed on a specific date."
+ ]
+ },
+ "tags": [
+ "citation",
+ "documentation",
+ "formatting",
+ "bibliography",
+ "reference",
+ "academic"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"authors\":[\"Smith, John\"],\"title\":\"Modern Testing\",\"publicationYear\":2020,\"sourceType\":\"book\",\"publisher\":\"Tech Press\",\"citationStyle\":\"APA\"}",
+ "description": "APA citation for a single-author book with publisher info."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Doe, Jane\",\"Brown, Alice\"],\"title\":\"Insights into AI\",\"publicationYear\":2018,\"sourceType\":\"journalArticle\",\"journalName\":\"Journal of AI Research\",\"volume\":\"12\",\"issue\":\"3\",\"pages\":\"45-67\",\"doi\":\"10.1234/jair.2018.4567\",\"citationStyle\":\"MLA\"}",
+ "description": "MLA citation for a journal article with two authors and a DOI."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Green, Emily\"],\"title\":\"Understanding Machine Learning\",\"publicationYear\":2022,\"sourceType\":\"website\",\"url\":\"https://ml.example.com\",\"accessDate\":\"2024-05-10\",\"citationStyle\":\"Chicago\"}",
+ "description": "Chicago style citation for a website accessed on a certain date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatContract",
+ "description": "Formats a legal or business contract text according to specified style guidelines, ensuring consistent structure, headings, numbering, and spacing. Accepts raw contract text and formatting options, and outputs the formatted contract as plain text or markdown.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "contractText",
+ "type": "string",
+ "description": "The raw unformatted contract text that needs to be structured and styled.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "The desired formatting style, such as 'legal', 'business', or 'custom'. Determines heading styles, numbering, font emphasis, and spacing conventions.",
+ "required": false,
+ "defaultValue": "legal"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format: either 'plain' text or 'markdown' to support rich text elements like bold and italics.",
+ "required": false,
+ "defaultValue": "plain"
+ },
+ {
+ "name": "numberSections",
+ "type": "boolean",
+ "description": "Whether to add hierarchical numbering to section headings for easier navigation.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "enforceSpacing",
+ "type": "boolean",
+ "description": "Whether to ensure consistent spacing between paragraphs and sections.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "customStyles",
+ "type": "object",
+ "description": "Optional object defining custom styling preferences, such as heading prefixes, bullet characters, or font emphasis tokens for markdown output.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the formatted contract text under 'formattedContract' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert raw or inconsistently formatted contract text into a clean, professionally formatted document adhering to specific style guidelines, aiding readability and professionalism. Useful for preparing contracts for review or publication.",
+ "limitations": "This tool does not perform legal validation or interpretation of contract content. It does not generate contracts from scratch, only reformats existing text.",
+ "examples": [
+ "Format a raw contract text into markdown with numbered sections.",
+ "Clean up spacing and apply a business style format to a contract document.",
+ "Apply custom heading styles to an existing contract text and return plain text output."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "contracts",
+ "legal",
+ "business",
+ "text-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contractText\":\"This Agreement is made on...\\n1. Definitions\\nThe parties agree...\",\"formatStyle\":\"legal\",\"outputFormat\":\"markdown\",\"numberSections\":true,\"enforceSpacing\":true}",
+ "description": "Format a raw legal contract text with markdown output, numbered sections, and consistent spacing."
+ },
+ {
+ "inputJson": "{\"contractText\":\"Contract:\\nTerms and Conditions\\n- Parties involved...\",\"formatStyle\":\"business\",\"outputFormat\":\"plain\",\"numberSections\":false,\"enforceSpacing\":true}",
+ "description": "Apply business style formatting to a contract without numbering sections, outputting plain text."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Contract",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatProposal",
+ "description": "Formats a project or product proposal document for consistency and clarity. Accepts raw proposal text or markdown, applies formatting rules (like headings, lists, and emphasis), inserts a table of contents if requested, and outputs a cleaned, formatted markdown or HTML string suitable for review or publication.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "proposalText",
+ "type": "string",
+ "description": "Raw text or markdown content of the proposal to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the output document, e.g., 'markdown' or 'html'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to generate and include a table of contents based on headings in the proposal.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "maxLineLength",
+ "type": "number",
+ "description": "Maximum line length to wrap text lines for improved readability.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "headingStyle",
+ "type": "string",
+ "description": "Preferred style for headings, e.g., 'atx' (with #) or 'setext' (underline style).",
+ "required": false,
+ "defaultValue": "atx"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted proposal text in the specified output format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to ensure that proposal documents conform to a standardized, professional format for effective communication and presentation. It helps clean up raw or inconsistent proposal drafts into structured, readable documents ready for sharing with stakeholders or embedding in documentation systems.",
+ "limitations": "Does not perform content validation or assess proposal quality; purely formats provided text. Not suitable for creating proposals from scratch or generating content.",
+ "examples": [
+ "Format a raw proposal markdown into polished markdown with a table of contents included.",
+ "Convert raw proposal text to HTML with consistent heading styles and wrapped lines.",
+ "Generate a formatted markdown proposal without a table of contents for manual review."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "proposal",
+ "markdown",
+ "html",
+ "table-of-contents"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"proposalText\":\"# Project Proposal\\nThis is a proposal for a new project.\\n## Goals\\n- Improve efficiency\\n- Reduce cost\",\"outputFormat\":\"markdown\",\"includeTableOfContents\":true,\"maxLineLength\":80,\"headingStyle\":\"atx\"}",
+ "description": "Format a markdown proposal with headings and a generated table of contents."
+ },
+ {
+ "inputJson": "{\"proposalText\":\"Project Summary:\\nWe aim to launch a web platform.\",\"outputFormat\":\"html\",\"includeTableOfContents\":false,\"maxLineLength\":100,\"headingStyle\":\"atx\"}",
+ "description": "Format plain text proposal to HTML without a table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Proposal",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatDocument",
+ "description": "Formats a document string into a specified style and format. Accepts raw text or markdown input and applies formatting rules such as heading styles, line width, indentation, and code block handling. Outputs the formatted document string ready for publishing or further processing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "documentContent",
+ "type": "string",
+ "description": "The raw content of the document to be formatted, in plain text or markdown.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "The target format style, e.g., 'markdown', 'plainText', 'html'.",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "maxLineWidth",
+ "type": "number",
+ "description": "Maximum number of characters per line. Lines exceeding this will be wrapped accordingly.",
+ "required": false,
+ "defaultValue": "80"
+ },
+ {
+ "name": "indentationSpaces",
+ "type": "number",
+ "description": "Number of spaces to use for indentation levels.",
+ "required": false,
+ "defaultValue": "2"
+ },
+ {
+ "name": "preserveCodeBlocks",
+ "type": "boolean",
+ "description": "If true, code blocks will remain unchanged during formatting.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "applyHeadingStyles",
+ "type": "boolean",
+ "description": "Whether to format headings according to the target style (e.g., markdown #, html <h> tags).",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted document as a string under 'formattedDocument' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to standardize and beautify documentation text for consistent presentation, especially prior to publishing or exporting to different formats. It is ideal for converting raw or semi-structured text into well-formatted markdown, HTML, or plain text documents.",
+ "limitations": "Cannot perform semantic content rewriting or generate new content; purely formatting existing text. Limited to text and markdown inputs, no support for complex document formats such as DOCX or PDF.",
+ "examples": [
+ "Format a markdown README.md file to have lines wrapped at 80 characters and consistent heading styles.",
+ "Convert a plain text document into an HTML formatted string preserving code blocks.",
+ "Reformat a technical document string with 4-space indentation and convert to plain text output."
+ ]
+ },
+ "tags": [
+ "formatting",
+ "documentation",
+ "markdown",
+ "text",
+ "html",
+ "style",
+ "beautify"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"documentContent\":\"# Sample Document\\nThis is a sample document with inconsistent spacing and verylongwordswithoutspaces that might need wraping.\",\"formatStyle\":\"markdown\",\"maxLineWidth\":50,\"indentationSpaces\":2,\"preserveCodeBlocks\":true,\"applyHeadingStyles\":true}",
+ "description": "Format markdown content with max line width 50 and standard heading styles."
+ },
+ {
+ "inputJson": "{\"documentContent\":\"## Another Document\\nCode block below:\\n```js\\nconsole.log(\\\"Hello World\\\");\\n```\",\"formatStyle\":\"html\",\"maxLineWidth\":80,\"indentationSpaces\":4,\"preserveCodeBlocks\":true,\"applyHeadingStyles\":true}",
+ "description": "Convert markdown with code blocks to HTML format preserving code blocks and using 4 space indentation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftReference",
+ "description": "Generates a structured draft reference document section based on provided metadata and descriptions. Accepts input details about an entity such as functions, classes, or APIs, and produces a formatted reference draft with summary, parameters, return values, and usage notes suitable for documentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "entityName",
+ "type": "string",
+ "description": "The name of the entity to document (e.g., function, class or API name).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "entityType",
+ "type": "string",
+ "description": "The type of the entity such as 'function', 'class', 'method', or 'API'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "description",
+ "type": "string",
+ "description": "A concise description summarizing the entity's purpose and functionality.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "parameters",
+ "type": "array",
+ "description": "An array of parameter objects with each containing 'name', 'type', and 'description' fields describing input parameters of the entity.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "returnValue",
+ "type": "object",
+ "description": "An object detailing the return type and description of the entity's output.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "examples",
+ "type": "array",
+ "description": "Optional array of usage example strings or code snippets illustrating how to use the entity.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "notes",
+ "type": "string",
+ "description": "Additional notes or remarks relevant to the entity or its usage.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A well-structured reference document draft including the entity name, type, description, parameters with details, return information, examples, and optional notes."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create initial drafts of technical reference documentation sections from structured metadata about functions, classes, or APIs to accelerate manual documentation writing or create baseline docs for review.",
+ "limitations": "This tool does not generate fully styled documentation nor integrate with documentation platforms; it produces raw draft text and structured data requiring further processing or formatting.",
+ "examples": [
+ "Draft a reference for a function named 'calculateSum' that adds two numbers.",
+ "Create a class reference section for 'UserManager' including its methods and usage notes.",
+ "Generate documentation draft for an API endpoint 'GET /users' describing its parameters and response format."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "reference",
+ "drafting",
+ "technical writing",
+ "API docs",
+ "code documentation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"entityName\":\"calculateSum\",\"entityType\":\"function\",\"description\":\"Calculates the sum of two numeric values.\",\"parameters\":[{\"name\":\"a\",\"type\":\"number\",\"description\":\"The first number.\"},{\"name\":\"b\",\"type\":\"number\",\"description\":\"The second number.\"}],\"returnValue\":{\"type\":\"number\",\"description\":\"The sum of a and b.\"},\"examples\":[\"calculateSum(2,3) returns 5\"],\"notes\":\"Ensure inputs are valid numbers.\"}",
+ "description": "Drafting a reference entry for a simple addition function including parameters and return value."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.formatReport",
+ "description": "Formats a raw report text or markdown input into a structured, styled document output. Accepts raw report content, applies specified formatting standards, optional templates, and outputs a well-organized report ready for publishing or sharing in HTML or PDF formats.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "reportContent",
+ "type": "string",
+ "description": "Raw content of the report in plain text or markdown to be formatted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputFormat",
+ "type": "string",
+ "description": "Format of the input content, e.g., 'plaintext' or 'markdown'.",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the formatted report, e.g., 'html' or 'pdf'.",
+ "required": true,
+ "defaultValue": "html"
+ },
+ {
+ "name": "templateName",
+ "type": "string",
+ "description": "Optional name of the template to apply for formatting the report.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to generate and include a table of contents in the output report.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "customStyles",
+ "type": "string",
+ "description": "Custom CSS or styling rules to apply in the formatted output (applicable for 'html' outputs).",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Object containing the formatted report output and metadata, including the content as a string and the mimeType of the format produced."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a raw or markdown report needs to be converted into a professional, readable document format such as HTML or PDF with optional styling, templates, and table of contents insertion. Useful for preparing reports for stakeholders or publication.",
+ "limitations": "Does not generate report content from data, only formats given text. Complex custom templates beyond a provided set are not supported.",
+ "examples": [
+ "Format a markdown project status report into a styled HTML document with a table of contents.",
+ "Convert a raw plain-text audit report into a PDF formatted with a compliance template.",
+ "Apply custom CSS styling to a markdown technical report and output as HTML."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "formatting",
+ "report",
+ "markdown",
+ "html",
+ "pdf",
+ "template"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"reportContent\":\"# Monthly Sales Report\\n\\nSummary of sales data for the month.\\n- Total Sales: $500,000\\n- Region: North America\",\"inputFormat\":\"markdown\",\"outputFormat\":\"html\",\"templateName\":\"corporate\",\"includeTableOfContents\":true,\"customStyles\":\"body { font-family: Arial, sans-serif; }\"}",
+ "description": "Format a markdown sales report into HTML using the corporate template with TOC and custom styles."
+ },
+ {
+ "inputJson": "{\"reportContent\":\"Executive Summary:\\nThis is the summary of our quarterly results.\",\"inputFormat\":\"plaintext\",\"outputFormat\":\"pdf\",\"templateName\":\"executive\",\"includeTableOfContents\":false,\"customStyles\":\"\"}",
+ "description": "Convert a plain text executive summary report into a PDF with the executive template without table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "format",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftHeading",
+ "description": "Generates a formatted heading string for documentation based on specified heading text, level, and optional style preferences. Accepts plain text or markdown content as input, processes heading formatting including numbering and capitalization, and outputs a ready-to-insert heading line for use in markdown or other documentation formats.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "headingText",
+ "type": "string",
+ "description": "The main text content of the heading to be drafted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "headingLevel",
+ "type": "number",
+ "description": "The level of the heading, typically 1-6, determining the hierarchy and formatting style.",
+ "required": true,
+ "defaultValue": "1"
+ },
+ {
+ "name": "numbered",
+ "type": "boolean",
+ "description": "Whether to prefix the heading with an automatic numbering string (e.g., '1.', '2.1').",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "capitalize",
+ "type": "boolean",
+ "description": "Whether to capitalize the first letter of each word in the heading text.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "The formatting style of the heading, such as 'markdown', 'html', or 'plaintext'.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted heading string ready to be embedded into documentation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate or suggest documentation headings dynamically, ensuring consistent formatting for hierarchical sections, optionally numbered and styled for markdown or other common documentation formats. Ideal for drafting structured outlines or sections on demand.",
+ "limitations": "Cannot generate complex heading markdown with embedded links or images; purely formats plain heading text with simple styles and numbering.",
+ "examples": [
+ "Generate a level 2 markdown heading titled 'Installation Guide' with numbering and capitalization.",
+ "Create a bold HTML level 1 heading for 'User Manual' without numbering.",
+ "Draft a plaintext level 3 heading titled 'API Reference' capitalized but without numbering."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "heading",
+ "drafting",
+ "markdown",
+ "formatting",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"headingText\":\"Introduction\",\"headingLevel\":1,\"numbered\":true,\"capitalize\":true,\"style\":\"markdown\"}",
+ "description": "Create a level 1 markdown heading 'Introduction' with numbering and capitalize each word."
+ },
+ {
+ "inputJson": "{\"headingText\":\"usage details\",\"headingLevel\":3,\"numbered\":false,\"capitalize\":false,\"style\":\"html\"}",
+ "description": "Draft an HTML level 3 heading 'usage details' without numbering and without capitalization."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftWord",
+ "description": "This tool accepts a word or phrase along with optional context and style parameters, and generates a professionally drafted definition, usage example, and notes suitable for inclusion in technical or software documentation. It processes input to produce consistent, clear, and concise word documentation entries.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "word",
+ "type": "string",
+ "description": "The word or term to be documented.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "Optional context or domain where the word is used (e.g., software, networking).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Style of the draft output (e.g., formal, conversational, technical).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "includeExample",
+ "type": "boolean",
+ "description": "Whether to include a usage example for the word.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "includeNotes",
+ "type": "boolean",
+ "description": "Whether to include additional notes or related terms in the draft.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted word entry including definition, usage example, and notes."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate clear, concise, and consistent documentation entries for specific words or terms, especially technical jargon or domain-specific vocabulary, to assist in building glossaries or enhancing documentation quality.",
+ "limitations": "The tool does not generate definitions for highly ambiguous terms without adequate context or replace comprehensive human review for technical accuracy.",
+ "examples": [
+ "Draft a formal documentation entry for the word 'API' in a software development context.",
+ "Create a conversational style definition of 'Latency' including usage example.",
+ "Generate a concise definition for 'Firewall' without notes."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "drafting",
+ "word",
+ "definition",
+ "technical writing",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"word\":\"API\",\"context\":\"software development\",\"style\":\"formal\",\"includeExample\":true,\"includeNotes\":true}",
+ "description": "Draft a formal documentation entry for 'API' with example and notes in software development context."
+ },
+ {
+ "inputJson": "{\"word\":\"Latency\",\"context\":\"networking\",\"style\":\"conversational\",\"includeExample\":true,\"includeNotes\":false}",
+ "description": "Generate a conversational style definition of 'Latency' including usage example without notes."
+ },
+ {
+ "inputJson": "{\"word\":\"Firewall\",\"context\":\"security\",\"style\":\"technical\",\"includeExample\":false,\"includeNotes\":true}",
+ "description": "Create a technical style definition for 'Firewall' with notes but no usage example."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftTemplate",
+ "description": "This tool helps draft customizable document templates by accepting a template type, key sections, and optional placeholders. It processes the inputs to generate a structured document template in markdown or text format, suitable for use in standard documentation workflows.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "templateType",
+ "type": "string",
+ "description": "Type of the template to draft, e.g., 'Meeting Agenda', 'Project Plan', 'User Guide'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "An array of strings representing the main sections or headings to include in the template.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "placeholders",
+ "type": "object",
+ "description": "Key-value pairs where keys are placeholders in the template and values describe what should replace them.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format of the template, such as 'markdown' or 'text'. Defaults to 'markdown'.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted template as a string and metadata about the template."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create structured document templates to speed up documentation creation, enforce consistency, or standardize processes. Ideal for generating reusable skeletons for various document types with customizable sections and placeholders.",
+ "limitations": "It cannot fill in actual content for the sections; it only drafts the template structure. Complex formatting beyond markdown or plain text is not supported.",
+ "examples": [
+ "Draft a 'Project Plan' template with sections: Introduction, Timeline, Milestones, Risks.",
+ "Create a 'Meeting Agenda' template with customizable placeholders for date and participants.",
+ "Generate a 'User Guide' template in text format with sections for Overview, Installation, Usage, FAQ."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "template",
+ "drafting",
+ "markdown",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"templateType\":\"Meeting Agenda\",\"sections\":[\"Date and Time\",\"Participants\",\"Topics\",\"Action Items\"],\"placeholders\":{\"Date\":\"[Insert date]\",\"Participants\":\"[List participants]\"},\"format\":\"markdown\"}",
+ "description": "Draft a meeting agenda template with common sections and placeholders."
+ },
+ {
+ "inputJson": "{\"templateType\":\"Project Plan\",\"sections\":[\"Executive Summary\",\"Objectives\",\"Timeline\",\"Budget\"],\"format\":\"markdown\"}",
+ "description": "Draft a project plan template with main planning sections in markdown format."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftLink",
+ "description": "This tool drafts a markdown-formatted hyperlink for documentation content. It accepts a URL, display text for the link, optional tooltip title attribute, and a boolean to indicate if the link opens in a new tab. It outputs a properly formatted markdown link string that can be embedded directly in documentation files.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The web address that the markdown link will point to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "displayText",
+ "type": "string",
+ "description": "The text to be displayed for the link in markdown.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tooltip",
+ "type": "string",
+ "description": "Optional tooltip text shown on hover over the link.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "openInNewTab",
+ "type": "boolean",
+ "description": "Whether the link should open in a new tab when clicked (rendered as HTML attribute in extended markdown).",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the markdown string of the drafted link under the 'markdownLink' property."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating or updating documentation that requires properly formatted hyperlinks. It ensures consistent markdown syntax for links with optional tooltips and controls whether links open in new tabs, which is important for user experience in documentation systems.",
+ "limitations": "This tool only creates markdown formatted links, it does not validate the URL format or check link accessibility.",
+ "examples": [
+ "Generate a markdown link to 'https://example.com' with display text 'Example Website' and a tooltip 'Visit the example site'.",
+ "Create a link to internal documentation at '/docs/setup' with display text 'Setup Guide' that opens in the same tab."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "markdown",
+ "link",
+ "drafting",
+ "content",
+ "hyperlink"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://openai.com\",\"displayText\":\"OpenAI\",\"tooltip\":\"AI research lab\",\"openInNewTab\":true}",
+ "description": "Creates a markdown link to OpenAI's homepage with a tooltip and configured to open in a new tab."
+ },
+ {
+ "inputJson": "{\"url\":\"/docs/api-reference\",\"displayText\":\"API Reference\",\"tooltip\":\"Detailed API info\",\"openInNewTab\":false}",
+ "description": "Drafts an internal documentation link to the API reference page that opens in the same tab."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftQuote",
+ "description": "This tool generates a well-structured and contextually relevant quote or testimonial for documentation or promotional materials. Input parameters include the subject or topic, tone, length, and optional author attribution. The tool processes the input to produce a clear, concise quote suitable for embedding in documentation or marketing content.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "The main topic or theme of the quote to generate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the quote, e.g., inspirational, professional, casual.",
+ "required": false,
+ "defaultValue": "professional"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate length of the quote in words.",
+ "required": false,
+ "defaultValue": "20"
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Optional author name to attribute the quote to.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated quote text, its tone, length, and optional author attribution."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to produce concise, meaningful quotes for product documentation, marketing materials, or user testimonials that align with the desired tone and thematic focus. It helps to enrich content with engaging, professional quotes without manually crafting them.",
+ "limitations": "This tool does not guarantee factual attributions or original quotes; it generates plausible text that may need review. It is not a source for verified quotations from external sources.",
+ "examples": [
+ "Generate a professional quote about teamwork in software development.",
+ "Create an inspirational quote about innovation attributed to a founder.",
+ "Draft a brief, casual quote about user experience improvements."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "quote",
+ "content generation",
+ "marketing",
+ "testimonial",
+ "drafting",
+ "text synthesis"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"subject\":\"collaborative software development\",\"tone\":\"professional\",\"length\":25,\"author\":\"Jane Doe\"}",
+ "description": "Generate a professional, approximately 25-word quote about collaborative software development attributed to Jane Doe."
+ },
+ {
+ "inputJson": "{\"subject\":\"innovation\",\"tone\":\"inspirational\",\"length\":20,\"author\":\"\"}",
+ "description": "Generate a 20-word inspirational quote about innovation with no author attribution."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftSentence",
+ "description": "Generates a well-structured and context-appropriate sentence for documentation based on a given topic and writing style. Accepts key points or a brief description and outputs a polished sentence to help streamline documentation drafting.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or concept the sentence should address in the documentation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "Additional context or background information to tailor the sentence appropriately.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "writingStyle",
+ "type": "string",
+ "description": "Preferred writing style or tone, such as formal, casual, technical, or simple.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended audience for the documentation, e.g., developers, end-users, or managers.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted sentence as a string under the key 'sentence'. This sentence is suitable for inclusion in documentation content."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate clear, precise, and contextually relevant sentences for documentation, especially to articulate concepts succinctly or to rephrase key points into polished sentences. It helps speed up documentation creation or improvement by automating sentence drafts tailored to style and audience.",
+ "limitations": "This tool cannot generate full paragraphs or entire documentation sections and may not perfectly capture highly specialized domain jargon without detailed context input.",
+ "examples": [
+ "Draft a technical sentence explaining API authentication.",
+ "Create a user-friendly sentence describing software installation prerequisites.",
+ "Generate a formal sentence outlining data privacy considerations for managers."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "drafting",
+ "sentence-generation",
+ "writing-assistance",
+ "technical-writing",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"API authentication using OAuth 2.0\",\"context\":\"security best practices for web services\",\"writingStyle\":\"technical\",\"targetAudience\":\"developers\"}",
+ "description": "Generate a technical sentence about API authentication for developer documentation."
+ },
+ {
+ "inputJson": "{\"topic\":\"software installation prerequisites\",\"writingStyle\":\"casual\",\"targetAudience\":\"end-users\"}",
+ "description": "Create a casual sentence describing prerequisites for installing software aimed at end-users."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftFAQ",
+ "description": "Generates a draft FAQ document based on provided topic and related questions. Accepts a topic string and an optional list of common questions to cover; the tool creates clear question-and-answer pairs designed for user-facing documentation or support pages.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The central subject or domain for the FAQ (e.g., a product name or feature).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "commonQuestions",
+ "type": "array",
+ "description": "An optional list of questions (strings) to include in the FAQ. If empty, the tool infers common questions automatically.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code (e.g., 'en' for English) in which to draft the FAQ. Default is English.",
+ "required": false,
+ "defaultValue": "\"en\""
+ },
+ {
+ "name": "includeShortAnswers",
+ "type": "boolean",
+ "description": "Whether to produce concise answers (true) or detailed explanations (false). Default is true for brevity.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted FAQ as an array of Q&A pairs with question and answer fields."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create a preliminary FAQ document to assist users or customers based on a topic and optional questions, especially during documentation creation or support content generation. It expedites drafting by providing well-structured common Q&A pairs for review and refinement.",
+ "limitations": "This tool generates draft content and may require human editing for domain-specific accuracy, tone, and detail. It cannot replace expert validation or personalized support answers.",
+ "examples": [
+ "Draft an FAQ for a new photo editing app.",
+ "Generate common questions and answers about the installation process of software.",
+ "Create a brief FAQ in Spanish about account security features."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "FAQ",
+ "drafting",
+ "support",
+ "content-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"PhotoPro app\",\"commonQuestions\":[\"How do I save my edited photos?\",\"Does the app support RAW images?\"],\"language\":\"en\",\"includeShortAnswers\":true}",
+ "description": "Draft an English FAQ for the PhotoPro app with two specific questions, producing concise answers."
+ },
+ {
+ "inputJson": "{\"topic\":\"SecureMail service\",\"commonQuestions\":[],\"language\":\"en\",\"includeShortAnswers\":false}",
+ "description": "Create a detailed FAQ for SecureMail service with auto-inferred common questions in English."
+ },
+ {
+ "inputJson": "{\"topic\":\"Cuenta Seguridad\",\"commonQuestions\":[\"¿Cómo cambio mi contraseña?\"],\"language\":\"es\",\"includeShortAnswers\":true}",
+ "description": "Generate a brief FAQ in Spanish about account security including a specific question about password change."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftParagraph",
+ "description": "Generates a well-structured paragraph for documentation based on a specified topic and optional writing style or tone guidance. Accepts key topic keywords and style preferences, then drafts a coherent paragraph suitable for inclusion in technical, user, or API documentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topicKeywords",
+ "type": "array",
+ "description": "List of keywords or phrases that define the main concepts or subject matter to include in the paragraph.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "documentationType",
+ "type": "string",
+ "description": "Type of documentation, e.g., 'user-guide', 'API-reference', 'technical-overview', which influences the language and complexity.",
+ "required": false,
+ "defaultValue": "user-guide"
+ },
+ {
+ "name": "writingStyle",
+ "type": "string",
+ "description": "Optional style or tone for the paragraph, such as 'formal', 'concise', 'friendly', or 'detailed'.",
+ "required": false,
+ "defaultValue": "concise"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of words the generated paragraph should have.",
+ "required": false,
+ "defaultValue": "150"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "Whether to include a short example or code snippet related to the topic in the paragraph.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated paragraph as a string under 'paragraph' key, optionally including an example snippet if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when the AI agent needs to generate clear, informative paragraphs for various types of documentation based on specified topics and style requirements, to quickly produce draft content for manuals, guides, or API docs.",
+ "limitations": "Does not generate multi-paragraph sections or entire documents; focuses only on drafting a single coherent paragraph. May need further human editing for accuracy and style consistency.",
+ "examples": [
+ "Draft a concise paragraph explaining the concept of REST APIs for an API reference.",
+ "Create a friendly and detailed paragraph on user login procedures for a user guide.",
+ "Generate a technical overview paragraph on database indexing including a simple example if applicable."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "drafting",
+ "content-generation",
+ "technical-writing",
+ "paragraph",
+ "documentation-tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topicKeywords\":[\"REST API\",\"endpoints\",\"HTTP methods\"],\"documentationType\":\"API-reference\",\"writingStyle\":\"concise\",\"maxLength\":120,\"includeExamples\":true}",
+ "description": "Generate a concise API reference paragraph explaining REST APIs, including a brief example."
+ },
+ {
+ "inputJson": "{\"topicKeywords\":[\"user login\",\"authentication\",\"security\"],\"documentationType\":\"user-guide\",\"writingStyle\":\"friendly\",\"maxLength\":150,\"includeExamples\":false}",
+ "description": "Draft a friendly user guide paragraph about user login and authentication security."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftChecklist",
+ "description": "Generates a structured checklist document tailored to a specific domain or project by accepting a list of key tasks or criteria, optional priorities, and formatting preferences. Outputs a formatted checklist useful for tracking progress, ensuring completeness, or verifying requirements.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "domain",
+ "type": "string",
+ "description": "The specific domain or subject area for which the checklist is to be drafted (e.g., software deployment, event planning).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tasks",
+ "type": "array",
+ "description": "An array of tasks or criteria items to include in the checklist, each as a string.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "priorityLevels",
+ "type": "array",
+ "description": "Optional array specifying priority levels corresponding to each task (e.g., High, Medium, Low). If empty or not provided, all tasks will have equal priority.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeInstructions",
+ "type": "boolean",
+ "description": "Flag determining whether to add brief instructions or tips below each checklist item to guide the user.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "Preferred output format style for the checklist, such as 'markdown', 'html', or 'plainText'. Defaults to 'markdown'.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the checklist as a formatted string under 'formattedChecklist', and metadata including total number of tasks and domain."
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal when an AI agent needs to create clear and structured checklists for project management, quality assurance, or any process that benefits from defined steps or criteria. It supports customization by domain and output format to suit diverse documentation purposes.",
+ "limitations": "The tool cannot automatically generate task items; it requires provided task inputs. It does not assess task correctness or dependencies and does not replace detailed procedural documentation.",
+ "examples": [
+ "Draft a checklist for deploying a software application including tasks like code review, unit testing, staging deployment, and monitoring setup.",
+ "Create an event planning checklist with priority levels and instructions for each task, output in HTML format.",
+ "Generate a simple plain text checklist for daily personal productivity tasks without additional instructions."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "checklist",
+ "taskManagement",
+ "projectPlanning",
+ "formatting",
+ "documentation-tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"domain\":\"software deployment\",\"tasks\":[\"Code review\",\"Unit testing\",\"Build application\",\"Deploy to staging\",\"Run integration tests\",\"Deploy to production\",\"Monitor system health\"],\"priorityLevels\":[\"High\",\"High\",\"Medium\",\"High\",\"High\",\"High\",\"Medium\"],\"includeInstructions\":true,\"formatStyle\":\"markdown\"}",
+ "description": "Create a detailed markdown checklist for software deployment tasks with priorities and instructions."
+ },
+ {
+ "inputJson": "{\"domain\":\"event planning\",\"tasks\":[\"Book venue\",\"Arrange catering\",\"Send invites\",\"Prepare agenda\",\"Confirm audio/visual equipment\"],\"priorityLevels\":[\"High\",\"Medium\",\"High\",\"Low\",\"Medium\"],\"includeInstructions\":false,\"formatStyle\":\"html\"}",
+ "description": "Generate an HTML formatted checklist for event planning tasks without instructions but with priority assignments."
+ },
+ {
+ "inputJson": "{\"domain\":\"daily personal productivity\",\"tasks\":[\"Check email\",\"Plan day\",\"Complete main task\",\"Review progress\",\"Organize workspace\"],\"includeInstructions\":false,\"formatStyle\":\"plainText\"}",
+ "description": "Produce a plain text checklist for daily personal productivity without priority levels or instructions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftText",
+ "description": "This tool accepts a text prompt describing the content and style desired, along with optional context such as document type and target audience. It uses natural language generation to produce a coherent draft text segment suitable for inclusion in documentation, supporting clear, structured professional writing. The output is draft text ready for review and editing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "prompt",
+ "type": "string",
+ "description": "A natural language description or instructions for the draft content to be generated. It guides the tone, topic, and detail level of the draft.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "documentType",
+ "type": "string",
+ "description": "Type of document for which the text is intended, e.g., user manual, API reference, FAQ, design doc. Helps tailor style and terminology.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "audience",
+ "type": "string",
+ "description": "Intended audience for the draft text, e.g., end users, developers, managers. Influences complexity and formality.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Desired approximate length of the draft text in words or sentences (interpretation depending on implementation).",
+ "required": false,
+ "defaultValue": "100"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "Whether to include examples or code snippets in the draft text when relevant.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated draft text suitable for insertion into a document or further editing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate initial written content for documentation based on a conceptual prompt or topic, enabling faster drafting of structured, context-aware text segments that can be edited later. It helps in creating descriptions, explanations, or procedural text consistent with the specified document type and audience.",
+ "limitations": "The tool can generate a draft text but cannot verify factual accuracy or domain-specific technical correctness. It does not replace expert review or detailed manual editing. It may produce generic or incomplete content that requires refinement.",
+ "examples": [
+ "Draft a user guide introduction explaining how to set up an application for novice users.",
+ "Generate an API reference description for a 'createUser' function outlining parameters and usage.",
+ "Create a troubleshooting FAQ entry explaining common network connection errors and fixes."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "drafting",
+ "text generation",
+ "content creation",
+ "technical writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"prompt\":\"Write an introduction paragraph for a user manual of a photo editing app.\",\"documentType\":\"user manual\",\"audience\":\"end users\",\"length\":150,\"includeExamples\":false}",
+ "description": "Generating an introductory paragraph for a user manual to help new users understand the app's purpose."
+ },
+ {
+ "inputJson": "{\"prompt\":\"Describe the function processPayment with its parameters and possible errors.\",\"documentType\":\"API reference\",\"audience\":\"developers\",\"length\":80,\"includeExamples\":true}",
+ "description": "Drafting an API reference entry describing a payment processing function, including usage examples."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftReadme",
+ "description": "Generates a draft README.md file for a project based on provided project details including name, description, installation instructions, usage examples, and license information. It accepts structured input and produces a well-organized markdown document outlining key project information suitable for GitHub or other repositories.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The full name of the project or repository to include as the README title.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "A brief overview describing the purpose and functionality of the project.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "installationInstructions",
+ "type": "string",
+ "description": "Step-by-step commands or notes to install the project or dependencies.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageExamples",
+ "type": "string",
+ "description": "Example commands or code snippets showing how to use the project effectively.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "licenseType",
+ "type": "string",
+ "description": "The license under which the project is released, e.g., MIT, GPL-3.0, Apache-2.0.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contributingGuidelines",
+ "type": "string",
+ "description": "Instructions or guidelines for how others can contribute to the project.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeBadgeUrls",
+ "type": "array",
+ "description": "An array of URLs for badges (e.g., build status, coverage) to include at the top of the README.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete README markdown content as a string with sections formatted and structured."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically generate or update a README.md for a software project using structured project details. It helps create a standardized, clear, and informative README quickly without manual markdown formatting.",
+ "limitations": "This tool does not verify the accuracy or currency of the provided content. It cannot generate complex documentation beyond a basic README structure, nor does it fetch dynamic data such as badges or usage metrics automatically.",
+ "examples": [
+ "Generate a README draft given project name and description.",
+ "Create README including installation and usage instructions.",
+ "Produce a README with license and contribution sections from input data."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "readme",
+ "markdown",
+ "project-info",
+ "automation",
+ "software",
+ "project",
+ "docs"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"AwesomeLib\",\"projectDescription\":\"A library that simplifies data processing tasks.\",\"installationInstructions\":\"npm install awesomelib\",\"usageExamples\":\"import { process } from 'awesomelib';\\nprocess(data);\",\"licenseType\":\"MIT\",\"contributingGuidelines\":\"Please submit pull requests for bug fixes or features.\",\"includeBadgeUrls\":[\"https://img.shields.io/badge/build-passing-brightgreen.svg\"]}",
+ "description": "Draft README for 'AwesomeLib' with installation, usage, license, contribution guidelines, and a build status badge."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftTranscript",
+ "description": "This tool accepts audio or video files containing spoken content along with optional speaker metadata. It processes the input by generating a time-coded, text-based transcript that distinguishes speakers, segments dialogue, and optionally summarizes sections. The output is a structured transcript document suitable for documentation or records.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "mediaFileUrl",
+ "type": "string",
+ "description": "URL or path to the audio or video file to be transcribed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of the spoken content to guide transcription accuracy.",
+ "required": false,
+ "defaultValue": "en-US"
+ },
+ {
+ "name": "speakerMetadata",
+ "type": "object",
+ "description": "Optional mapping of speaker labels to full names or roles for clear identification in the transcript.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTimestamps",
+ "type": "boolean",
+ "description": "Flag to include timestamps for each utterance segment in the transcript output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "summaryLevel",
+ "type": "string",
+ "description": "Level of summarization to apply to transcript sections; options: none, brief, detailed.",
+ "required": false,
+ "defaultValue": "none"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a structured transcript object including an array of dialogue segments with speaker labels, text, timestamps if requested, and optional summary sections."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to convert audio or video meeting recordings, interviews, or presentations into detailed, speaker-attributed text documents for documentation, review, or publication. It supports inclusion of timestamps and summaries to enhance usability.",
+ "limitations": "This tool does not perform real-time transcription and requires input media URL. It may have reduced accuracy with poor audio quality or overlapping speech. It does not translate languages or generate captions.",
+ "examples": [
+ "Generate a transcript with speaker names from a recorded project meeting video.",
+ "Create a transcript of a podcast episode including timestamps and a brief summary of each segment.",
+ "Draft an interview transcript given audio file and speaker role metadata."
+ ]
+ },
+ "tags": [
+ "transcription",
+ "documentation",
+ "audio",
+ "video",
+ "meeting",
+ "interview",
+ "summarization",
+ "speaker-identification"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"mediaFileUrl\":\"https://example.com/meeting1.mp4\",\"language\":\"en-US\",\"speakerMetadata\":{\"spk1\":\"Alice, Project Manager\",\"spk2\":\"Bob, Developer\"},\"includeTimestamps\":true,\"summaryLevel\":\"brief\"}",
+ "description": "Transcribe a project meeting video with speaker names, timestamps, and brief summaries."
+ },
+ {
+ "inputJson": "{\"mediaFileUrl\":\"https://podcast.example.com/episode5.mp3\",\"language\":\"en-US\",\"includeTimestamps\":false,\"summaryLevel\":\"detailed\"}",
+ "description": "Transcribe a podcast episode audio with detailed section summaries but no timestamps."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftBrief",
+ "description": "Generates a concise and structured brief document based on provided inputs such as topic, key points, length preference, and target audience. Processes raw textual inputs and contextual parameters to produce a well-formatted summary brief suitable for internal or external communication.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or title of the brief document to create.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An array of strings listing essential points or ideas to include in the brief.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "lengthInSentences",
+ "type": "number",
+ "description": "Approximate desired length of the brief in number of sentences.",
+ "required": false,
+ "defaultValue": "5"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience to tailor tone and detail level (e.g., executives, technical team).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "Preferred formatting style for the brief output (e.g., bullet points, paragraphs).",
+ "required": false,
+ "defaultValue": "paragraphs"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the completed brief document as a string and metadata including the actual sentence count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create a clear, concise, and structured brief summary document tailored to a specific topic and audience, helping to automate documentation or communication tasks where concise information distillation is needed.",
+ "limitations": "This tool does not generate detailed reports or full comprehensive documents; it focuses solely on short summaries or briefs. It may not capture highly technical details accurately without input key points.",
+ "examples": [
+ "Draft a brief about the new product launch focused on key features for the marketing team.",
+ "Create a 3 sentence brief summarizing project milestones for executive stakeholders.",
+ "Generate a bullet-point summary brief explaining compliance updates to legal advisors."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "brief",
+ "summary",
+ "drafting",
+ "communication",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Quarterly Sales Update\",\"keyPoints\":[\"Sales increased by 15% compared to last quarter\",\"New product line contributed 40% of sales\",\"Expansion into new markets successful\"],\"lengthInSentences\":4,\"targetAudience\":\"Sales Team\",\"formatStyle\":\"paragraphs\"}",
+ "description": "Create a 4-sentence brief summarizing the quarterly sales update for the sales team."
+ },
+ {
+ "inputJson": "{\"topic\":\"Cybersecurity Policy Changes\",\"keyPoints\":[\"Two-factor authentication is now mandatory\",\"Password changes every 90 days\",\"Incident response procedures updated\"],\"lengthInSentences\":5,\"targetAudience\":\"All employees\",\"formatStyle\":\"bullet points\"}",
+ "description": "Generate a 5-sentence bullet point brief on updated cybersecurity policies aimed at all employees."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftSummary",
+ "description": "This tool accepts a textual document or multiple documents as input and generates a concise, clear summary highlighting key points and essential information. It processes the input text using natural language understanding techniques focused on summarization and outputs a readable, structured summary suitable for documentation purposes.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "documents",
+ "type": "array",
+ "description": "An array of textual document strings to be summarized. Each element should be a plain text paragraph or document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxSummaryLength",
+ "type": "number",
+ "description": "Maximum length of the generated summary in words. Controls summary brevity.",
+ "required": false,
+ "defaultValue": "150"
+ },
+ {
+ "name": "highlightKeyPoints",
+ "type": "boolean",
+ "description": "If true, the summary will include clearly marked key points or bullet points for easier digestion.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code of input documents (e.g., 'en' for English). Determines language model used for summarization.",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated summary text and optionally an array of extracted key points if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create a concise summary from one or multiple text documents to aid in documentation, report drafting, or information distillation. Ideal for summarizing meeting notes, technical docs, or research papers where a brief but comprehensive digest is required.",
+ "limitations": "This tool cannot verify factual accuracy beyond the input texts nor can it generate summaries for non-text inputs such as images or videos. Very domain-specific jargon may reduce summary quality without customization.",
+ "examples": [
+ "Summarize the key points from these technical requirement documents.",
+ "Create a short summary highlighting the main ideas of the project proposal text.",
+ "Generate a concise overview of a collection of user feedback comments."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "summarization",
+ "text-processing",
+ "summary",
+ "natural-language",
+ "drafting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"documents\":[\"This documentation explains the installation process for the software including prerequisites, steps to follow, and troubleshooting tips.\"],\"maxSummaryLength\":100,\"highlightKeyPoints\":true,\"language\":\"en\"}",
+ "description": "Summarizing a single installation procedure document with key points highlighted."
+ },
+ {
+ "inputJson": "{\"documents\":[\"The project aims to improve data security by implementing multi-factor authentication.\",\"User access roles will be strictly defined to limit data exposure.\"],\"maxSummaryLength\":120,\"highlightKeyPoints\":false,\"language\":\"en\"}",
+ "description": "Summarizing multiple short project update statements without bullet points."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftMinutes",
+ "description": "This tool generates a draft of meeting minutes based on provided meeting details such as agenda, participants, and discussion points. It processes input data to produce a structured summary including action items, decisions made, and next steps formatted as professional meeting minutes.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "meetingTitle",
+ "type": "string",
+ "description": "The title or subject of the meeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "meetingDate",
+ "type": "string",
+ "description": "The date when the meeting took place, in ISO 8601 format (e.g., 2024-06-01).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "participants",
+ "type": "array",
+ "description": "List of participants' names attending the meeting.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "agendaItems",
+ "type": "array",
+ "description": "List of agenda points or topics discussed during the meeting.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "discussionPoints",
+ "type": "array",
+ "description": "Detailed notes or summarized points discussed under each agenda item.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "actionItems",
+ "type": "array",
+ "description": "Items assigned to participants as tasks with responsible person and deadline.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "decisionsMade",
+ "type": "array",
+ "description": "Summary of key decisions made during the meeting.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "nextMeetingDate",
+ "type": "string",
+ "description": "Optional date of the next meeting if scheduled, in ISO 8601 format.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted meeting minutes with sections for title, date, participants, agenda, discussion summary, action items, decisions, and next meeting info."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to convert structured or semi-structured meeting input data into a formal, human-readable draft of meeting minutes, which summarizes discussions, captures decisions and action items clearly for record keeping and follow-up.",
+ "limitations": "The tool cannot record audio or transcripts automatically, nor does it validate factual accuracy; it relies on provided inputs being accurate and comprehensive.",
+ "examples": [
+ "Generate draft minutes for a project kickoff meeting with agenda and outcomes.",
+ "Create meeting minutes summarizing discussion points and listing action items from a team meeting.",
+ "Draft minutes from a client meeting including decisions made and follow-up tasks."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "meetings",
+ "minutes",
+ "summary",
+ "action-items",
+ "decisions"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"meetingTitle\":\"Sprint Planning\",\"meetingDate\":\"2024-06-01\",\"participants\":[\"Alice\",\"Bob\",\"Charlie\"],\"agendaItems\":[\"Review last sprint\",\"Plan next sprint\"],\"discussionPoints\":[\"Discussed completed tasks from last sprint.\",\"Prioritized backlog for next sprint.\"],\"actionItems\":[{\"task\":\"Update project timeline\",\"assignee\":\"Bob\",\"deadline\":\"2024-06-05\"}],\"decisionsMade\":[\"Finalize backlogged features for next sprint.\"],\"nextMeetingDate\":\"2024-06-08\"}",
+ "description": "Draft minutes for a sprint planning meeting with agenda topics, discussion points, one action item, and a decision."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftBlogPost",
+ "description": "Drafts an initial blog post based on a given topic, target audience, and optional style guidelines. The tool accepts a topic, key points, desired tone, and length, then generates a structured blog post draft including an introduction, body, and conclusion suitable for review and editing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the blog post to be drafted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An array of key points or ideas to be covered within the blog post.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers to tailor the content's tone and complexity (e.g., beginners, professionals).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the blog post such as casual, formal, persuasive, or informative.",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate target length of the blog post in words.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call to action at the end of the blog post.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the drafted blog post text, structured into sections such as introduction, body paragraphs, and conclusion."
+ },
+ "aiAgent": {
+ "useCase": "This tool is useful when an AI agent needs to create a comprehensive blog post draft from minimal input, supporting content creation workflows for marketing, documentation, or informational websites. It's ideal for quickly generating readable, structured text tailored to a specific audience and style.",
+ "limitations": "The tool cannot replace human proofreading or fact-checking and may produce generic content that requires customization. It does not generate images or media and may not fully capture highly specialized topics without detailed input.",
+ "examples": [
+ "Draft a blog post on the benefits of remote work for tech professionals, with a friendly and approachable tone.",
+ "Create an informative blog article about the latest cybersecurity best practices targeted at small business owners.",
+ "Generate a 1000-word technical blog post on containerization using Docker, aimed at intermediate developers."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "blog",
+ "content-creation",
+ "drafting",
+ "writing",
+ "marketing",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"The future of renewable energy\",\"keyPoints\":[\"solar advancements\",\"wind technology\",\"government policies\"],\"targetAudience\":\"general public\",\"tone\":\"informative\",\"length\":700,\"includeCallToAction\":true}",
+ "description": "Draft an informative blog post about emerging renewable energy technologies for the general public, including a call to action."
+ },
+ {
+ "inputJson": "{\"topic\":\"How to improve cybersecurity for remote teams\",\"keyPoints\":[\"VPN usage\",\"two-factor authentication\",\"regular updates\"],\"targetAudience\":\"IT managers\",\"tone\":\"formal\",\"length\":900,\"includeCallToAction\":false}",
+ "description": "Create a formal, detailed blog post on cybersecurity measures specific to remote teams aimed at IT managers without a call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftInvoice",
+ "description": "This tool drafts a professional invoice document from provided billing data, client information, itemized charges, tax rates, and payment terms. It processes input parameters to organize and calculate totals, then outputs a structured invoice document in JSON format suitable for review or further formatting.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "invoiceNumber",
+ "type": "string",
+ "description": "Unique identifier for the invoice, required for reference and tracking.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "issueDate",
+ "type": "string",
+ "description": "Date when the invoice is issued, formatted as ISO 8601 (YYYY-MM-DD).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dueDate",
+ "type": "string",
+ "description": "Payment due date for the invoice, formatted as ISO 8601 (YYYY-MM-DD).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sellerInfo",
+ "type": "object",
+ "description": "Information about the seller including name, address, contact details.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "buyerInfo",
+ "type": "object",
+ "description": "Information about the buyer including name, address, and contact details.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "lineItems",
+ "type": "array",
+ "description": "List of itemized charges including description, quantity, unit price, and optional discount per item.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "taxRate",
+ "type": "number",
+ "description": "Applicable tax rate as a decimal (e.g., 0.1 for 10%) applied on subtotal.",
+ "required": false,
+ "defaultValue": "0"
+ },
+ {
+ "name": "paymentTerms",
+ "type": "string",
+ "description": "Terms and conditions of payment such as accepted methods and late fees.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A structured invoice object including totals, tax calculations, and all provided details for formal documentation or presentation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool whenever you need to generate a complete, professional invoice document from structured data about seller, buyer, and items purchased. It is ideal for automating billing document preparation in business systems, financial applications, or customer service settings.",
+ "limitations": "This tool does not produce formatted PDF or visual documents; it outputs structured invoice data. It does not handle currency conversions, payment processing, or legal compliance validations.",
+ "examples": [
+ "Generate an invoice for client Acme Corp with three purchased items and 15% tax.",
+ "Draft an invoice using provided seller and buyer information, specifying payment terms as 'net 30' days.",
+ "Create an invoice for freelance services rendered with detailed line items and no tax."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "invoice",
+ "billing",
+ "finance",
+ "automation",
+ "document-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"invoiceNumber\":\"INV-1001\",\"issueDate\":\"2024-06-15\",\"dueDate\":\"2024-07-15\",\"sellerInfo\":{\"name\":\"Tech Solutions Ltd.\",\"address\":\"123 Innovation Drive, Tech City\",\"contact\":\"contact@techsolutions.com\"},\"buyerInfo\":{\"name\":\"Acme Corporation\",\"address\":\"456 Commerce St, Business Town\",\"contact\":\"accounts@acmecorp.com\"},\"lineItems\":[{\"description\":\"Software Development Services\",\"quantity\":100,\"unitPrice\":75.00},{\"description\":\"Hosting Fees\",\"quantity\":12,\"unitPrice\":20.00}],\"taxRate\":0.15,\"paymentTerms\":\"Net 30 days\"}",
+ "description": "Generate an invoice for a software services company billing Acme Corporation with line items and tax applied."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Invoice",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftReport",
+ "description": "Generates a structured draft report based on provided input data and template parameters. Accepts raw data and user instructions to format sections, include summaries, and produce a cohesive report draft in markdown or plain text format.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title of the report to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "An array of section objects, each with a heading and body content to include in the report.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "summary",
+ "type": "string",
+ "description": "A brief summary or executive overview to prepend in the report.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The output format of the draft report, e.g., 'markdown' or 'plaintext'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Flag to indicate if a table of contents should be generated at the start of the report.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the full draft report as a string, formatted per the chosen format, along with metadata such as the word count and the total number of sections included."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate a first draft for structured reports such as project status, research summaries, or business reviews from raw input data and optional summary instructions. It helps quickly create an organized baseline document that can be manually refined later.",
+ "limitations": "This tool cannot perform deep content analysis, validate factual correctness, or replace expert review. It produces draft text based on inputs and formatting rules but does not finalize or polish stylistic elements perfectly.",
+ "examples": [
+ "Create a draft report titled 'Q2 Sales Overview' with three sections covering revenue, expenses, and projections, including a summary executive overview.",
+ "Generate a plaintext draft report with a custom summary and no table of contents for a research findings document.",
+ "Produce a markdown report draft with multiple sections inputted as objects, expecting a formatted toc at the start."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "report",
+ "drafting",
+ "automation",
+ "formatting",
+ "markdown",
+ "summary"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Monthly Project Status\",\"sections\":[{\"heading\":\"Introduction\",\"body\":\"Project alpha started in January with initial milestones met.\"},{\"heading\":\"Progress\",\"body\":\"As of March, 70% of development tasks are done.\"},{\"heading\":\"Risks\",\"body\":\"Potential risk with supply chain delays remains.\"}],\"summary\":\"This report outlines the current status and risks for Project Alpha.\",\"format\":\"markdown\",\"includeTableOfContents\":true}",
+ "description": "Generating a markdown draft report for a monthly project status with table of contents and a summary."
+ },
+ {
+ "inputJson": "{\"title\":\"Research Findings Summary\",\"sections\":[{\"heading\":\"Methodology\",\"body\":\"Data collected through surveys and interviews.\"},{\"heading\":\"Key Results\",\"body\":\"Significant increase in user engagement noted.\"}],\"summary\":\"Brief summary of research findings.\",\"format\":\"plaintext\",\"includeTableOfContents\":false}",
+ "description": "Creating a plaintext draft report summarizing research findings without a table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftArticle",
+ "description": "Generates a draft article based on a provided topic, target audience, and optional key points. Accepts a topic string, optional target audience description, an array of key points to include, and preferred article length. Produces a structured draft article with title, introduction, body paragraphs, and conclusion.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or title of the article to be drafted.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for tailoring the language and focus, e.g., 'beginners', 'developers'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An array of important subtopics or points to ensure inclusion within the article body.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "articleLength",
+ "type": "number",
+ "description": "Desired approximate length of the article in words (e.g., 500, 1000); helps control detail level.",
+ "required": false,
+ "defaultValue": "800"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the draft article structured into 'title', 'introduction', 'body' (array of paragraphs), and 'conclusion' fields."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a first draft of an article or documentation piece given a topic and optional context. Ideal for speeding up content creation workflows by producing coherent, structured drafts that can be further edited.",
+ "limitations": "This tool cannot replace human editing or expert knowledge review. It produces drafts based on input parameters and common knowledge but may miss domain-specific nuances or require fact checking.",
+ "examples": [
+ "Draft an article about 'Agile Software Development' for beginner developers including key points on Scrum and Kanban.",
+ "Produce a 1000-word article on 'Cloud Security Best Practices' for IT professionals, focusing on data protection and identity management.",
+ "Create a brief article on 'Benefits of Remote Work' for a general audience without specific key points."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "article",
+ "drafting",
+ "content-generation",
+ "writing",
+ "technical-writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Introduction to Machine Learning\",\"targetAudience\":\"beginners in data science\",\"keyPoints\":[\"Supervised learning\",\"Unsupervised learning\",\"Common applications\"],\"articleLength\":700}",
+ "description": "Generate a 700-word draft article introducing machine learning concepts tailored to beginners, covering specified key points."
+ },
+ {
+ "inputJson": "{\"topic\":\"Solar Energy Trends 2024\",\"targetAudience\":\"environmental researchers\",\"keyPoints\":[\"Technological advances\",\"Market growth\",\"Policy impacts\"],\"articleLength\":900}",
+ "description": "Draft a 900-word article on solar energy trends for environmental researchers, ensuring coverage of technology, market, and policy."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftResume",
+ "description": "This tool accepts user-provided career and education details along with preferences such as resume style and target job role, then generates a professional, well-structured resume in text or PDF format. It processes input data to create sections like summary, experience, skills, and education tailored to the specified role.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "fullName",
+ "type": "string",
+ "description": "Applicant's full name to display prominently on the resume.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contactInformation",
+ "type": "object",
+ "description": "Contact details including email, phone number, and optionally LinkedIn or portfolio URLs.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "professionalSummary",
+ "type": "string",
+ "description": "A brief summary or objective statement highlighting the applicant's career goals and key qualifications.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "workExperience",
+ "type": "array",
+ "description": "List of previous job experiences including title, company, duration, and key accomplishments.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "education",
+ "type": "array",
+ "description": "Academic qualifications including degree, institution, years attended, and honors if any.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "skills",
+ "type": "array",
+ "description": "Core professional and technical skills relevant to the target job.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "resumeStyle",
+ "type": "string",
+ "description": "Preferred resume format style such as 'chronological', 'functional', or 'combined'.",
+ "required": false,
+ "defaultValue": "chronological"
+ },
+ {
+ "name": "targetJobRole",
+ "type": "string",
+ "description": "The job role or industry the resume should be tailored for to highlight relevant skills and experiences.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the resume document, e.g., 'text' or 'pdf'.",
+ "required": false,
+ "defaultValue": "text"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted resume as a string or a downloadable PDF link, with metadata about sections included."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when generating a draft resume from structured input details provided by the user, especially when tailoring content to job roles or preferred resume styles. It assists in creating initial resume drafts that can then be refined further.",
+ "limitations": "This tool does not perfectly tailor resumes for every job or optimize for applicant tracking systems (ATS). It relies solely on input data and does not perform grammar or spelling corrections beyond basic formatting.",
+ "examples": [
+ "Generate a resume draft for a software engineer with 5 years experience targeting a backend developer role.",
+ "Create a functional style resume text output for a recent graduate with internship experience.",
+ "Produce a pdf resume focusing on marketing skills and education for a mid-level marketing manager position."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "resume",
+ "drafting",
+ "career",
+ "job-application",
+ "text-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"fullName\":\"Jane Doe\",\"contactInformation\":{\"email\":\"jane.doe@example.com\",\"phone\":\"123-456-7890\",\"linkedin\":\"linkedin.com/in/janedoe\"},\"professionalSummary\":\"Experienced software engineer specializing in backend development.\",\"workExperience\":[{\"title\":\"Backend Developer\",\"company\":\"Tech Solutions\",\"duration\":\"2018-2023\",\"description\":\"Developed scalable APIs and microservices.\"}],\"education\":[{\"degree\":\"B.Sc. Computer Science\",\"institution\":\"State University\",\"years\":\"2014-2018\"}],\"skills\":[\"Java\",\"Spring Boot\",\"SQL\"],\"resumeStyle\":\"chronological\",\"targetJobRole\":\"Backend Developer\",\"outputFormat\":\"text\"}",
+ "description": "Draft a chronological text resume for an experienced backend software developer."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Resume",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftEmail",
+ "description": "This tool drafts professional email messages based on user inputs such as recipient details, subject, purpose, tone, and key points. It processes these inputs to generate a coherent, contextually appropriate email draft text ready for review or sending.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "recipientName",
+ "type": "string",
+ "description": "Name of the email recipient to personalize the greeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "recipientEmail",
+ "type": "string",
+ "description": "Email address of the recipient, used for validation or context if needed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line of the email conveying the main topic or purpose.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "purpose",
+ "type": "string",
+ "description": "Brief description of the email's purpose or goal (e.g., scheduling, inquiry, update).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "Array of important points or information to include in the email body for clarity and completeness.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the email such as formal, friendly, persuasive, or neutral to suit the context.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "senderName",
+ "type": "string",
+ "description": "Name of the email sender to be included in the closing signature.",
+ "required": true,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete email draft with subject and body as strings."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to rapidly generate a well-structured, contextually appropriate email draft based on targeted inputs such as recipient, purpose, and key content points. Ideal for AI agents handling communication tasks requiring personalized, professional emails to clients, colleagues, or stakeholders.",
+ "limitations": "Does not send emails, verify deliverability or access the user's actual email system. May not perfectly capture extremely nuanced or complex tone preferences without detailed input.",
+ "examples": [
+ "Draft an email to schedule a meeting with a client using a formal tone.",
+ "Create a friendly follow-up email thanking a colleague for their help.",
+ "Generate a persuasive sales email highlighting new product features."
+ ]
+ },
+ "tags": [
+ "email",
+ "drafting",
+ "communication",
+ "professional writing",
+ "automation",
+ "documentation-tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientName\":\"John Smith\",\"recipientEmail\":\"john.smith@example.com\",\"subject\":\"Quarterly Project Update\",\"purpose\":\"Inform about project progress and next steps\",\"keyPoints\":[\"Completed phase 1 successfully\",\"Started phase 2 last week\",\"Expected completion by July\"],\"tone\":\"formal\",\"senderName\":\"Alice Brown\"}",
+ "description": "Formal project status update email to a client."
+ },
+ {
+ "inputJson": "{\"recipientName\":\"Emily\",\"recipientEmail\":\"emily@example.com\",\"subject\":\"Lunch Catch-Up\",\"purpose\":\"Arrange a casual lunch meeting\",\"keyPoints\":[\"Suggest Wednesday or Thursday\",\"Ask about dietary preferences\"],\"tone\":\"friendly\",\"senderName\":\"Mark\"}",
+ "description": "Friendly email to arrange a casual meeting."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftContract",
+ "description": "This tool accepts key contract details such as parties involved, terms, payment conditions, duration, and obligations. It processes the input to generate a clear, formatted draft contract document in text format suitable for review and editing. The output is a structured contract draft ready for further modification or finalization.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "partyAName",
+ "type": "string",
+ "description": "Name of the first party in the contract",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "partyBName",
+ "type": "string",
+ "description": "Name of the second party in the contract",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contractTerms",
+ "type": "array",
+ "description": "List of key terms and conditions as strings defining the agreement",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "paymentDetails",
+ "type": "object",
+ "description": "Details about payment including amount, schedule, and currency",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "contractDurationMonths",
+ "type": "number",
+ "description": "Duration of the contract in months",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "renewalOptions",
+ "type": "string",
+ "description": "Description of renewal terms if any",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "confidentialityClauseIncluded",
+ "type": "boolean",
+ "description": "Flag to include a standard confidentiality clause",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated contract draft text as a string"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to quickly produce a structured draft contract based on provided details to initiate legal agreements, ensuring the important elements are included and formatted consistently. It helps automate preliminary contract creation for various business scenarios.",
+ "limitations": "The tool cannot provide legally binding advice or tailor contracts to jurisdiction-specific legal requirements. It produces a generic draft that requires review by a qualified legal professional.",
+ "examples": [
+ "Draft a contract between 'Alpha Corp' and 'Beta LLC' outlining software license terms and a six-month duration.",
+ "Generate a contract draft including payment of $10,000 USD quarterly with confidentiality clause for two parties.",
+ "Create a contract specifying consultant obligations and renewal options for a 12-month engagement."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "contract",
+ "drafting",
+ "legal",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"partyAName\":\"Alpha Corp\",\"partyBName\":\"Beta LLC\",\"contractTerms\":[\"Licensor grants license to use software\",\"License valid for internal use only\"],\"paymentDetails\":{\"amount\":5000,\"currency\":\"USD\",\"schedule\":\"monthly\"},\"contractDurationMonths\":12,\"confidentialityClauseIncluded\":true}",
+ "description": "Drafting a software license contract with monthly payments and confidentiality clause."
+ },
+ {
+ "inputJson": "{\"partyAName\":\"Consulting Inc\",\"partyBName\":\"Client Co\",\"contractTerms\":[\"Consultant to provide consulting services as described\",\"Consultant obligated to deliver monthly reports\"],\"paymentDetails\":{\"amount\":10000,\"currency\":\"USD\",\"schedule\":\"quarterly\"},\"contractDurationMonths\":6,\"renewalOptions\":\"Automatically renew for subsequent 6 month periods unless terminated\"}",
+ "description": "Drafting a consulting services contract with quarterly payment and renewal options."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Contract",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftProposal",
+ "description": "This tool assists in drafting a professional proposal document by accepting input parameters such as title, objectives, scope, deliverables, timeline, and budget. It processes these inputs into a well-structured draft proposal formatted in Markdown or plain text, suitable for review or further editing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title or topic of the proposal document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "objectives",
+ "type": "array",
+ "description": "List of key objectives or goals the proposal aims to achieve.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "scope",
+ "type": "string",
+ "description": "Description of the scope or boundaries of the proposed work.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "deliverables",
+ "type": "array",
+ "description": "List of expected deliverables or outcomes from the project.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "timeline",
+ "type": "string",
+ "description": "Estimated timeline or schedule for the project duration.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "budget",
+ "type": "string",
+ "description": "Overview of the proposed budget or financial estimates.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format of the draft proposal. Supported: 'markdown', 'plaintext'.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted draft proposal text and metadata."
+ },
+ "aiAgent": {
+ "useCase": "AI agents can use this tool when needing to generate structured proposal drafts quickly from high-level project inputs, facilitating documentation creation for stakeholders or clients without manually formatting each section.",
+ "limitations": "The tool cannot replace domain-specific expertise or tailor content to detailed organizational templates; it provides a generic structured draft only.",
+ "examples": [
+ "Draft a project proposal titled 'Mobile App Development' with objectives, scope, deliverables, timeline, and budget.",
+ "Generate a basic proposal draft with a given title and objectives only.",
+ "Create a proposal draft in plain text format summarizing a research project."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "proposal",
+ "drafting",
+ "project-management",
+ "writing",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Website Redesign Project\",\"objectives\":[\"Improve user experience\",\"Increase conversion rates\"],\"scope\":\"Redesign homepage and product pages only.\",\"deliverables\":[\"Wireframes\",\"Final designs\",\"Prototype\"],\"timeline\":\"3 months\",\"budget\":\"$50,000\",\"format\":\"markdown\"}",
+ "description": "Draft a markdown proposal for a website redesign including all key sections."
+ },
+ {
+ "inputJson": "{\"title\":\"Data Analysis Service Proposal\",\"objectives\":[\"Analyze sales data\",\"Generate monthly reports\"],\"scope\":\"Includes data collection and cleaning.\",\"deliverables\":[\"Data reports\",\"Presentation slides\"],\"format\":\"plaintext\"}",
+ "description": "Create a plain text proposal draft for data analysis services with provided elements."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Proposal",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.draftDocument",
+ "description": "Generates a first draft of a document based on a provided outline and key points. Accepts input parameters including document type, outline, style preferences, and target audience to produce a coherent draft text that can be further edited or refined.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "documentType",
+ "type": "string",
+ "description": "The kind of document to draft (e.g., report, proposal, user manual).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outline",
+ "type": "array",
+ "description": "An ordered array of section headings or points defining the document structure.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "object",
+ "description": "Optional mapping of section headings to key points or content summaries to include per section.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleTone",
+ "type": "string",
+ "description": "Preferred writing style or tone (e.g., formal, casual, technical).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience to tailor language and complexity accordingly.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum approximate word count for the entire draft document.",
+ "required": false,
+ "defaultValue": "2000"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete drafted document text and optionally a breakdown by sections."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an agent needs to generate an initial version of a document from an outline and relevant details quickly. It helps automate the foundational drafting phase before manual editing and refinement.",
+ "limitations": "It cannot guarantee perfect factual accuracy or capture deep domain-specific subtleties without further human review. Generated content may require iteration and supplementing with expert input.",
+ "examples": [
+ "Draft a project proposal based on provided outline sections and key objectives.",
+ "Generate an initial user manual draft covering the listed topics for a technical product.",
+ "Create a formal report draft targeted at executive management using given section headers and notes."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "drafting",
+ "automation",
+ "writing",
+ "outline-based",
+ "content generation",
+ "report",
+ "proposal"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"documentType\":\"project proposal\",\"outline\":[\"Introduction\",\"Objectives\",\"Methodology\",\"Budget\",\"Conclusion\"],\"keyPoints\":{\"Introduction\":\"Background and need for the project.\",\"Objectives\":\"List main goals and deliverables.\",\"Methodology\":\"Describe approach and timeline.\",\"Budget\":\"Summarize estimated costs.\",\"Conclusion\":\"Recap benefits and call to action.\"},\"styleTone\":\"formal\",\"targetAudience\":\"company executives and stakeholders\",\"maxLength\":1500}",
+ "description": "Draft a formal project proposal covering key standard sections with a target audience of executives."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "draft",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeReference",
+ "description": "This tool generates structured reference documentation entries given key information such as term names, definitions, usage examples, related topics, and formatting options. It accepts input as objects describing the reference content, then formats and outputs a standardized, markdown-compatible reference section suitable for technical documentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "term",
+ "type": "string",
+ "description": "The reference term or keyword to be documented.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "definition",
+ "type": "string",
+ "description": "A clear and concise definition or explanation of the term.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "examples",
+ "type": "array",
+ "description": "A list of usage examples illustrating the term in context.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "relatedTerms",
+ "type": "array",
+ "description": "An array of related terms to link within the reference content.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "formatStyle",
+ "type": "string",
+ "description": "The output format style, e.g., 'markdown' or 'html', determining how the reference is composed.",
+ "required": false,
+ "defaultValue": "\"markdown\""
+ },
+ {
+ "name": "includeSeeAlso",
+ "type": "boolean",
+ "description": "Flag to include a 'See Also' section listing related terms if available.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete formatted reference documentation text and metadata such as term and format style."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to automatically generate consistent, structured reference documentation entries from defined input elements, ideal for building or updating technical glossaries or API docs. It helps an AI agent produce polished, linked, and standardized reference content quickly.",
+ "limitations": "This tool does not perform content validation or semantic accuracy checks; it also does not generate the definitions or examples itself, they must be provided as input.",
+ "examples": [
+ "Compose a reference entry for 'API' with definition and usage examples in markdown.",
+ "Generate an HTML formatted reference for 'JSON' including related terms and see-also links.",
+ "Create a documentation reference section for a new SDK function with term, definition, and usage samples"
+ ]
+ },
+ "tags": [
+ "documentation",
+ "reference",
+ "compose",
+ "technical-writing",
+ "glossary",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"term\":\"API\",\"definition\":\"Application Programming Interface, a set of protocols and tools for building software applications.\",\"examples\":[\"Use the API to request user data.\",\"API endpoints define access points.\"],\"relatedTerms\":[\"REST\",\"SDK\"],\"formatStyle\":\"markdown\",\"includeSeeAlso\":true}",
+ "description": "Composing a markdown reference entry for the term 'API' including definition, examples, and related terms."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeCitation",
+ "description": "Generates a properly formatted bibliographic citation string based on input details such as author(s), title, publication date, source, and citation style. Accepts structured citation data and outputs a correctly styled citation for use in documentation or academic works.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "authors",
+ "type": "array",
+ "description": "List of author names as strings in order (e.g., ['John Doe', 'Jane Smith']).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title of the work being cited, such as article or book title.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "publicationDate",
+ "type": "string",
+ "description": "Date of publication in ISO format (YYYY-MM-DD or YYYY).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "source",
+ "type": "string",
+ "description": "Source of the publication such as journal name, publisher, or website.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "URL where the work can be accessed, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to format the output (e.g., 'APA', 'MLA', 'Chicago').",
+ "required": true,
+ "defaultValue": "APA"
+ },
+ {
+ "name": "edition",
+ "type": "string",
+ "description": "Edition of the work, if applicable (e.g., '2nd').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "pageRange",
+ "type": "string",
+ "description": "Page numbers or range for articles or book chapters (e.g., '23-45').",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted citation string under 'formattedCitation' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to generate accurate, properly formatted bibliographic citations for documentation, research papers, or content referencing. It helps ensure citations comply with specified academic or editorial styles based on structured input bibliographic data.",
+ "limitations": "This tool cannot verify the accuracy of bibliographic data or fetch missing citation details automatically. It does not support every citation style variation or localized style adaptations. It assumes input data is correct and complete for formatting.",
+ "examples": [
+ "Generate an APA style citation for a journal article authored by multiple authors.",
+ "Format a book citation in MLA style with publisher and edition information.",
+ "Create a web article citation including URL in Chicago style."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "citation",
+ "formatting",
+ "bibliography",
+ "academic",
+ "reference",
+ "style"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"authors\":[\"John Doe\",\"Jane Smith\"],\"title\":\"Innovations in AI Research\",\"publicationDate\":\"2021-05-10\",\"source\":\"Journal of AI Research\",\"url\":\"https://jair.org/article123\",\"citationStyle\":\"APA\",\"edition\":\"\",\"pageRange\":\"101-120\"}",
+ "description": "APA citation for a journal article with multiple authors, publication date, journal name, URL, and page range."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Emily Brontë\"],\"title\":\"Wuthering Heights\",\"publicationDate\":\"1847\",\"source\":\"Penguin Classics\",\"citationStyle\":\"MLA\",\"edition\":\"2nd\",\"pageRange\":\"\"}",
+ "description": "MLA citation for a classic book with edition specified."
+ },
+ {
+ "inputJson": "{\"authors\":[\"Alex Johnson\"],\"title\":\"Tech Trends 2024\",\"publicationDate\":\"\",\"source\":\"TechWorld Blog\",\"url\":\"https://techworld.com/trends2024\",\"citationStyle\":\"Chicago\",\"edition\":\"\",\"pageRange\":\"\"}",
+ "description": "Chicago style citation for an online blog article with URL and no publication date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeMention",
+ "description": "Generates a formatted mention string (e.g., @username or @group) suitable for inclusion in documentation comments or collaborative documents. Accepts a mention type and identifier, and outputs properly formatted mention syntax compatible with common markdown or documentation tools.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "mentionType",
+ "type": "string",
+ "description": "Type of mention to compose, e.g., 'user', 'group', or 'role'. Determines mention syntax format.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "identifier",
+ "type": "string",
+ "description": "The unique identifier or name of the entity being mentioned, such as username or group name.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "displayName",
+ "type": "string",
+ "description": "Optional display name to use in the mention instead of identifier, if different.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "platform",
+ "type": "string",
+ "description": "Target documentation platform or syntax, e.g., 'markdown', 'confluence', or 'github'. Affects mention formatting.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "useBrackets",
+ "type": "boolean",
+ "description": "Whether to enclose the mention in brackets or delimiters as per platform convention.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted mention string ready for insertion into documentation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a correctly formatted mention reference (e.g., @username, @group) for documentation comments or collaborative text editors, ensuring compatibility with the target platform's syntax. This helps automate the creation of notifications or references to people and groups within technical documents.",
+ "limitations": "This tool only composes mention strings; it does not validate whether the identifier exists on the platform or trigger actual notifications.",
+ "examples": [
+ "Generate a user mention for username 'jdoe' in markdown syntax.",
+ "Create a group mention for 'dev-team' using Confluence mention style.",
+ "Compose a role mention with display name 'Admin' for GitHub flavored markdown."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "mention",
+ "compose",
+ "markdown",
+ "collaboration"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"mentionType\":\"user\",\"identifier\":\"jdoe\",\"platform\":\"markdown\"}",
+ "description": "Compose a markdown user mention for username 'jdoe'."
+ },
+ {
+ "inputJson": "{\"mentionType\":\"group\",\"identifier\":\"dev-team\",\"platform\":\"confluence\"}",
+ "description": "Create a Confluence formatted group mention for 'dev-team'."
+ },
+ {
+ "inputJson": "{\"mentionType\":\"role\",\"identifier\":\"admin\",\"displayName\":\"Administrator\",\"platform\":\"github\",\"useBrackets\":false}",
+ "description": "Generate a GitHub-flavored markdown mention for role 'admin' using the display name 'Administrator' without brackets."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Mention",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeReply",
+ "description": "Generates a clear, context-aware reply message based on a given incoming message and optional tone or style preferences. Accepts the original message text, context summary, tone, and style instructions, then produces a coherent reply draft suitable for professional or casual communication.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "incomingMessage",
+ "type": "string",
+ "description": "The original message or query to which a reply is needed",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contextSummary",
+ "type": "string",
+ "description": "Brief background or relevant context information to guide reply composition",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the reply, e.g., formal, casual, friendly, professional",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Stylistic instructions for the reply, such as concise, detailed, technical, or empathetic",
+ "required": false,
+ "defaultValue": "concise"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call to action or closing statement in the reply",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed reply text and metadata such as tone and style"
+ },
+ "aiAgent": {
+ "useCase": "This tool is ideal for AI agents tasked with drafting replies to incoming communications, such as emails, tickets, or messages, where context and tone customization are important to maintain professionalism and clarity. It helps automate reply drafting while allowing customization to fit communication style and recipient expectations.",
+ "limitations": "The tool cannot fully understand highly specialized or ambiguous contexts without sufficient input and may not replace human judgment in sensitive communications.",
+ "examples": [
+ "Compose a professional reply to a client inquiry with a friendly tone",
+ "Generate a concise technical response to a support ticket explaining next steps",
+ "Draft a casual apology reply including a call to action for feedback"
+ ]
+ },
+ "tags": [
+ "documentation",
+ "compose",
+ "reply",
+ "communication",
+ "automated-writing",
+ "email",
+ "customer-support"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"incomingMessage\":\"Could you please provide the latest project update?\",\"contextSummary\":\"Project is on track with recent milestones met.\",\"tone\":\"formal\",\"style\":\"concise\",\"includeCallToAction\":true}",
+ "description": "Compose a formal and concise reply to a status update request including a call to action."
+ },
+ {
+ "inputJson": "{\"incomingMessage\":\"I am unhappy with the recent changes to the product.\",\"contextSummary\":\"Customer has a history of product feedback.\",\"tone\":\"empathetic\",\"style\":\"detailed\",\"includeCallToAction\":true}",
+ "description": "Generate an empathetic and detailed reply addressing customer concerns and inviting further feedback."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Reply",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeWord",
+ "description": "Generates a concise, well-formed English word or term based on input parameters such as root word, desired part of speech, and contextual domain. Takes optional hints about style or usage and outputs a suitable word string that fits the requested constraints.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "rootWord",
+ "type": "string",
+ "description": "The base word or root from which to derive or compose a new word. If empty, the tool generates a word from scratch.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "partOfSpeech",
+ "type": "string",
+ "description": "The desired part of speech of the word to generate (e.g., noun, verb, adjective, adverb).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "contextDomain",
+ "type": "string",
+ "description": "The thematic or subject domain to guide word selection or composition (e.g., technology, biology, business).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Writing style or tone guide for the word, such as formal, informal, technical, or creative.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum allowed length of the generated word, including any affixes. Zero implies no limit.",
+ "required": false,
+ "defaultValue": "0"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated word string that fits the given constraints and context, ready for use in documentation or writing."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create a specific English word or term for documentation purposes, especially when generating technical terms, branding words, or context-relevant vocabulary that matches a particular part of speech and domain. It helps maintain consistency and clarity in formal documents by providing well-formed words on request.",
+ "limitations": "This tool cannot generate phrases or multi-word terms; it only outputs single words. It may not guarantee dictionary-valid words if rootWord and style prompt novel derivations. It does not provide definitions or usage examples.",
+ "examples": [
+ "Generate an adjective related to technology starting with 'cyber'.",
+ "Create a noun in the biology domain with a formal style.",
+ "Produce a verb of informal style based on the root word 'connect'."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "word generation",
+ "language",
+ "content creation",
+ "writing aid",
+ "terminology"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"rootWord\":\"cyber\",\"partOfSpeech\":\"adjective\",\"contextDomain\":\"technology\",\"style\":\"technical\",\"maxLength\":15}",
+ "description": "Generate a technical adjective starting with 'cyber' in the technology domain."
+ },
+ {
+ "inputJson": "{\"rootWord\":\"\",\"partOfSpeech\":\"noun\",\"contextDomain\":\"biology\",\"style\":\"formal\",\"maxLength\":0}",
+ "description": "Generate a formal noun in the biology domain without a specific root."
+ },
+ {
+ "inputJson": "{\"rootWord\":\"connect\",\"partOfSpeech\":\"verb\",\"contextDomain\":\"\",\"style\":\"informal\",\"maxLength\":10}",
+ "description": "Generate an informal verb based on root word 'connect' with no length limit."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeParagraph",
+ "description": "This tool generates a coherent, well-structured paragraph based on a given topic, key points, and desired writing style. It accepts input describing the topic, optional bullet points to include, tone of voice, and language, then composes a fluent paragraph suitable for documentation or explanatory purposes.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme that the paragraph should address.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An optional list of key points or facts that must be included in the paragraph.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The writing style or tone of the paragraph, e.g., formal, casual, neutral.",
+ "required": false,
+ "defaultValue": "\"neutral\""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code in which the paragraph should be written, e.g., 'en' for English.",
+ "required": false,
+ "defaultValue": "\"en\""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated paragraph text as a string under the 'paragraph' property."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate clear, concise, and contextually relevant paragraphs for documentation sections based on a topic and important points, adapting style and language to fit the target audience. It automates the creation of explanatory content that can be directly used or further edited.",
+ "limitations": "It cannot replace detailed human-authored documentation that requires domain expertise or precise technical accuracy. It may not handle extremely specialized jargon or nuanced content without input guidance.",
+ "examples": [
+ "Compose a formal paragraph about the benefits of unit testing including key points on reliability and maintainability.",
+ "Generate a neutral paragraph summarizing the installation steps for a software package.",
+ "Create a casual paragraph explaining the purpose of a configuration file and why users should not edit it manually."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "text-generation",
+ "paragraph-composition",
+ "writing",
+ "content-creation",
+ "natural-language"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"unit testing benefits\",\"keyPoints\":[\"improves code reliability\",\"enhances maintainability\",\"facilitates early bug detection\"],\"tone\":\"formal\",\"language\":\"en\"}",
+ "description": "Generate a formal paragraph about the benefits of unit testing highlighting reliability, maintainability, and early bug detection."
+ },
+ {
+ "inputJson": "{\"topic\":\"software installation\",\"keyPoints\":[\"download package\",\"run installer\",\"follow prompts\"],\"tone\":\"neutral\",\"language\":\"en\"}",
+ "description": "Create a neutral paragraph summarizing software installation steps."
+ },
+ {
+ "inputJson": "{\"topic\":\"config file purpose\",\"keyPoints\":[\"stores user settings\",\"should not be edited manually\"],\"tone\":\"casual\",\"language\":\"en\"}",
+ "description": "Write a casual paragraph explaining the purpose of a config file and advising against manual edits."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeQuote",
+ "description": "This tool composes a well-formatted quote block for documentation purposes. It accepts a quote text, the author's name, an optional citation source, and formatting preferences. It processes the inputs and outputs a standardized quote snippet suitable for embedding in markdown or HTML documentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "quoteText",
+ "type": "string",
+ "description": "The main quote text to be displayed inside the quote block.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "authorName",
+ "type": "string",
+ "description": "The name of the person who said or wrote the quote.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationSource",
+ "type": "string",
+ "description": "Optional source citation, such as book title, article, or speech where the quote originated.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Desired output format, e.g., 'markdown' or 'html'. Determines the markup style for the quote.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeAttribution",
+ "type": "boolean",
+ "description": "Whether to include the author and citation source as attribution below the quote text.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted quote block as a string in the requested markup format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to insert a clear, visually distinct quote block into documentation or content, ensuring consistent formatting and proper attribution. It's helpful to present key insights, notable sayings, or references in an emphasized style within markdown or HTML docs.",
+ "limitations": "It formats quotes but does not verify accuracy of the quote or author data. It does not support complex styling beyond basic markdown or HTML blockquote conventions.",
+ "examples": [
+ "Compose a markdown quote with attribution for a famous software engineering quote.",
+ "Generate an HTML formatted quote block from a user-provided quote and author.",
+ "Create a quote without attribution in markdown format."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "compose",
+ "quote",
+ "format",
+ "markdown",
+ "html",
+ "attribution"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"quoteText\":\"Good code is its own best documentation.\",\"authorName\":\"Steve McConnell\",\"citationSource\":\"Code Complete, 1993\",\"format\":\"markdown\",\"includeAttribution\":true}",
+ "description": "Compose a markdown quote with author and citation attribution."
+ },
+ {
+ "inputJson": "{\"quoteText\":\"Premature optimization is the root of all evil.\",\"authorName\":\"Donald Knuth\",\"format\":\"html\",\"includeAttribution\":true}",
+ "description": "Create an HTML formatted quote block from a famous quote with author attribution but no citation."
+ },
+ {
+ "inputJson": "{\"quoteText\":\"Simplicity is the soul of efficiency.\",\"includeAttribution\":false}",
+ "description": "Generate a markdown quote block without any attribution."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeSentence",
+ "description": "This tool generates a clear and coherent English sentence based on given contextual and stylistic parameters. The input includes a key message or topic phrase, optional style instructions (such as formal or casual tone), and optional target audience details. It outputs a well-structured sentence suitable for documentation or instructional content.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "message",
+ "type": "string",
+ "description": "The main idea or content phrase to be expressed in the sentence.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Tone or style of the sentence, e.g., formal, casual, technical, persuasive.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Intended audience type, such as developers, end users, or managers.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated sentence in characters.",
+ "required": false,
+ "defaultValue": "150"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "Whether to include a simple example within the sentence if applicable.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed sentence string under the key 'sentence'. It includes stylistic metadata if applicable."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create concise and clear sentences for documentation, manuals, tutorials, or release notes. It helps produce human-readable sentences tailored to the style and audience, improving documentation quality and consistency.",
+ "limitations": "This tool cannot generate multi-sentence paragraphs or full documents. It only composes single sentences and does not verify factual correctness of the content.",
+ "examples": [
+ "Compose a formal sentence introducing a new software feature for developer documentation.",
+ "Generate a casual sentence explaining a troubleshooting step for end users.",
+ "Create a technical sentence describing usage of an API parameter for SDK docs."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "sentence generation",
+ "content creation",
+ "writing",
+ "style",
+ "audience"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"message\":\"The system supports multiple authentication methods.\",\"style\":\"formal\",\"targetAudience\":\"developers\",\"maxLength\":120}",
+ "description": "Compose a formal sentence about system authentication methods targeted at developers."
+ },
+ {
+ "inputJson": "{\"message\":\"You can reset your password using the settings menu.\",\"style\":\"casual\",\"targetAudience\":\"end users\",\"includeExamples\":true}",
+ "description": "Generate a casual sentence instructing end users how to reset a password, including an example."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeText",
+ "description": "This tool assists in composing documentation text based on provided topics, context, and style preferences. It accepts input parameters such as the subject to cover, desired tone or style, length constraints, and any reference material, then generates coherent and structured text suitable for technical documentation, user manuals, or project guides.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or topic the documentation text should cover.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "context",
+ "type": "string",
+ "description": "Additional background or context information to guide the text composition.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Requested writing style or tone (e.g., formal, casual, instructional).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "lengthLimit",
+ "type": "number",
+ "description": "Maximum desired length of the generated text in words.",
+ "required": false,
+ "defaultValue": "500"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "Whether to include practical examples in the generated documentation text.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "referenceMaterials",
+ "type": "array",
+ "description": "List of URLs or text snippets to reference or incorporate into the text.",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed documentation text as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate clear, coherent documentation text tailored for technical guides, manuals, or project documentation based on specific topics and styles. It helps automate draft creation to speed up documentation workflows or to produce initial text that can be later refined by a human writer.",
+ "limitations": "The tool does not verify factual accuracy beyond provided references and may produce generic content if insufficient input detail is provided. It is not designed to replace professional technical writing but to assist and accelerate the writing process.",
+ "examples": [
+ "Generate a user guide introduction for a software application with a formal tone.",
+ "Compose API documentation explaining endpoint authentication methods, including examples.",
+ "Create installation instructions for a hardware device targeting novice users in a simple, clear style."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "text-composition",
+ "technical-writing",
+ "content-generation",
+ "manuals",
+ "guides"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"API authentication methods\",\"context\":\"The API supports OAuth2 and API key methods.\",\"style\":\"formal\",\"lengthLimit\":300,\"includeExamples\":true}",
+ "description": "Compose a formal, concise documentation text explaining API authentication methods with examples."
+ },
+ {
+ "inputJson": "{\"topic\":\"Installing the XYZ router\",\"context\":\"Target audience are home users with no technical background.\",\"style\":\"simple\",\"lengthLimit\":200,\"includeExamples\":true}",
+ "description": "Generate easy-to-understand installation instructions for a router, including practical steps and examples."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeLink",
+ "description": "Creates a markdown-formatted hyperlink for documentation or web content. Accepts a URL and optionally link text, title attribute, and a flag to open in a new tab. Outputs a markdown link string ready for insertion into documentation files or editors.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The target URL for the hyperlink. Must be a valid URL string.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "linkText",
+ "type": "string",
+ "description": "The visible text for the hyperlink. If not provided, the URL itself will be used as link text.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title attribute for the link to show on hover, enhancing accessibility and context.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "openInNewTab",
+ "type": "boolean",
+ "description": "If true, appends HTML target attribute to open the link in a new browser tab. Markdown does not natively support this, so HTML format is used in output.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated link string in markdown or HTML syntax, suitable for embedding in documentation content."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when composing or augmenting documentation that requires insertion of hyperlinks with flexible formatting, such as customizing link text, adding titles, or specifying opening behavior in new tabs for enhanced user experience.",
+ "limitations": "Cannot generate links in formats other than markdown or basic HTML. Does not validate URL reachability or correctness beyond URL string format.",
+ "examples": [
+ "Generate a markdown link to https://example.com with the text 'Example Site'.",
+ "Create a link to https://docs.example.com using URL as link text, with title 'Documentation Home'.",
+ "Make a link to https://openai.com that opens in a new tab."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "link generation",
+ "markdown",
+ "hyperlink",
+ "compose"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"url\":\"https://openai.com\",\"linkText\":\"OpenAI\"}",
+ "description": "Basic markdown link with custom link text."
+ },
+ {
+ "inputJson": "{\"url\":\"https://example.com\",\"title\":\"Example Site Home\",\"openInNewTab\":true}",
+ "description": "Link that opens in new tab with title attribute, output uses HTML format."
+ },
+ {
+ "inputJson": "{\"url\":\"https://docs.example.com\"}",
+ "description": "Link with URL as visible text when linkText is not provided."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeHeading",
+ "description": "This tool generates a well-structured Markdown or HTML heading element based on a provided heading text, level, and optional styling or attributes. It processes input parameters to produce a correctly formatted heading string suitable for documentation files or web pages.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "headingText",
+ "type": "string",
+ "description": "The text content to be used as the heading.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "level",
+ "type": "number",
+ "description": "The heading level (e.g., 1 for H1, 2 for H2). Typically between 1 and 6.",
+ "required": true,
+ "defaultValue": "1"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The output format: 'markdown' for Markdown headings, 'html' for HTML headings.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "id",
+ "type": "string",
+ "description": "Optional ID attribute to add to the heading element (only applies for HTML format).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "classNames",
+ "type": "array",
+ "description": "Optional list of CSS class names to include in the heading element (only applies for HTML format).",
+ "required": false,
+ "defaultValue": "[]"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted heading string as 'heading'."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to programmatically generate standardized documentation headings in Markdown or HTML formats, ensuring correct syntax and optionally adding IDs or CSS classes to headings for navigation or styling.",
+ "limitations": "This tool does not generate body content, does not parse or transform existing headings, nor manage heading hierarchies automatically. It only formats a single heading string based on input.",
+ "examples": [
+ "Create a level 2 Markdown heading with the text 'Installation'.",
+ "Generate an H3 HTML heading with ID 'usage' and class 'section-title'."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "heading",
+ "markdown",
+ "html",
+ "formatting",
+ "content generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"headingText\":\"Introduction\",\"level\":1}",
+ "description": "Generate a level 1 Markdown heading 'Introduction'."
+ },
+ {
+ "inputJson": "{\"headingText\":\"Usage Notes\",\"level\":3,\"format\":\"html\",\"id\":\"usage-notes\",\"classNames\":[\"note\",\"highlight\"]}",
+ "description": "Generate a level 3 HTML heading with specified ID and classes."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeChannel",
+ "description": "This tool assists in composing structured communication channel documentation by accepting input details like channel purpose, audience, format, and usage guidelines. It processes these inputs into a coherent and organized Markdown or plaintext document describing the channel for documentation platforms or team manuals.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "channelName",
+ "type": "string",
+ "description": "The name of the communication channel to document (e.g., Engineering Slack).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "channelPurpose",
+ "type": "string",
+ "description": "A brief explanation of the channel's primary use or function.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience or participants of the channel.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "communicationFormat",
+ "type": "string",
+ "description": "Typical format or style of communication in the channel (e.g., asynchronous text, video calls).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageGuidelines",
+ "type": "string",
+ "description": "Rules or best practices for using the channel effectively and professionally.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format for the documentation: 'markdown' or 'plaintext'.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed channel documentation as a formatted text string in the requested output format, plus metadata such as word count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate clear, standardized documentation about communication channels within organizations or projects. Ideal for creating onboarding materials, internal documentation sites, or communication guidelines where a consistent format is needed from disparate or minimal input data.",
+ "limitations": "This tool cannot automatically gather channel details—it requires user input describing the channel. It does not produce interactive or graphical channel representations, only textual documentation.",
+ "examples": [
+ "Compose Slack channel documentation for the engineering team specifying its purpose, audience, and usage rules.",
+ "Generate a plaintext summary of a new video call channel for team meetings.",
+ "Provide guidelines documentation for an async text channel used by customer support."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "communication",
+ "channel",
+ "compose",
+ "internal-docs",
+ "guidelines"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"channelName\":\"Engineering Slack\",\"channelPurpose\":\"Discuss engineering topics and project coordination.\",\"targetAudience\":\"Engineering team members.\",\"communicationFormat\":\"Asynchronous text messages.\",\"usageGuidelines\":\"Use for engineering-related queries only, keep conversations professional and concise.\",\"outputFormat\":\"markdown\"}",
+ "description": "Composes a Markdown formatted documentation describing the Engineering Slack channel, its purpose, audience, communication style, and usage guidelines."
+ },
+ {
+ "inputJson": "{\"channelName\":\"Weekly Video Sync\",\"channelPurpose\":\"Weekly team video meetings to discuss progress and blockers.\",\"outputFormat\":\"plaintext\"}",
+ "description": "Generates a plaintext summary for a weekly video call channel used by the team."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Channel",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeComment",
+ "description": "This tool generates a clear, context-aware comment for software documentation or code review purposes. It accepts inputs such as the main topic or code snippet, the tone of the comment, and any specific points to address. The tool processes this information to produce a well-structured comment suitable for inclusion in documentation or code discussions.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or code snippet the comment is about.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the comment, e.g., formal, casual, constructive.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "pointsToAddress",
+ "type": "array",
+ "description": "Specific aspects the comment should cover or emphasize.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language in which the comment should be written.",
+ "required": false,
+ "defaultValue": "English"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the composed comment text and metadata such as tone and addressed points."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate coherent, human-readable comments for documentation or code review contexts based on given topics, tone preferences, and highlighted points. It helps automate writing comments that explain, critique, or annotate software components effectively.",
+ "limitations": "This tool does not provide code analysis or correctness verification. It also cannot generate comments without receiving at least a topic or subject input. It may not capture very domain-specific jargon without proper input data.",
+ "examples": [
+ "Compose a constructive comment on the recent API changes highlighting improved security and backward compatibility.",
+ "Write a casual comment for documentation explaining the rationale behind a deprecated function.",
+ "Generate a formal comment addressing potential performance issues in the given code snippet."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "commenting",
+ "code review",
+ "automation",
+ "writing",
+ "communication"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Refactoring the user authentication module\",\"tone\":\"constructive\",\"pointsToAddress\":[\"improved security\",\"code simplicity\"]}",
+ "description": "Generate a constructive comment focused on security improvement and simplification in a code refactoring context."
+ },
+ {
+ "inputJson": "{\"topic\":\"Deprecation of legacy payment API\",\"tone\":\"formal\",\"pointsToAddress\":[\"migration guidelines\",\"impact on existing clients\"]}",
+ "description": "Compose a formal comment advising about deprecated API and migration steps."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Comment",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeMessage",
+ "description": "Composes a clear, well-structured message suitable for documentation or team communication based on given purpose, audience, key points, and tone. Accepts inputs like message purpose, main content points, recipient role, and desired tone, then generates a coherent message string output ready to be used in documentation, emails, or internal messaging.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "purpose",
+ "type": "string",
+ "description": "The main goal or intent of the message, e.g., update, request, announcement.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An array of concise bullet points or main topics to be included in the message.",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "audienceRole",
+ "type": "string",
+ "description": "Role or position of the target audience to tailor the language and style appropriately, e.g., developer, manager.",
+ "required": false,
+ "defaultValue": "general"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone of the message, such as formal, informal, friendly, or technical.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to add a call-to-action at the end of the message, such as next steps or requests.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code specifying the language of the output message (e.g., 'en', 'fr').",
+ "required": false,
+ "defaultValue": "en"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the fully composed message text formatted for clear communication."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate professional and contextually appropriate messages for documentation or internal communications based on structured input points, audience, and intent. This is useful for creating consistent updates, requests, and announcements without manual drafting.",
+ "limitations": "This tool does not send or deliver messages; it only composes message content. It may not perfectly capture very nuanced or sensitive communication requiring human judgment.",
+ "examples": [
+ "Compose a project update message for a technical team summarizing completed milestones with a formal tone.",
+ "Generate a friendly announcement message for all staff about an upcoming holiday schedule.",
+ "Create a request message to a manager asking for approval on a new feature deployment."
+ ]
+ },
+ "tags": [
+ "compose",
+ "message",
+ "documentation",
+ "communication",
+ "internal",
+ "team",
+ "formatted"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"purpose\":\"update\",\"keyPoints\":[\"Completed feature X\",\"Fixed bug Y\",\"Started testing phase\"],\"audienceRole\":\"developer\",\"tone\":\"formal\",\"includeCallToAction\":true}",
+ "description": "Formal project update message for developers including key milestones and next steps."
+ },
+ {
+ "inputJson": "{\"purpose\":\"announcement\",\"keyPoints\":[\"Office closed on July 4th\",\"Reminders for timesheet submissions\"],\"audienceRole\":\"all employees\",\"tone\":\"friendly\",\"includeCallToAction\":false}",
+ "description": "Friendly announcement message to all employees about office closure and reminders."
+ },
+ {
+ "inputJson": "{\"purpose\":\"request\",\"keyPoints\":[\"Seeking approval for release schedule\",\"Need feedback on documentation\"],\"audienceRole\":\"manager\",\"tone\":\"formal\",\"includeCallToAction\":true}",
+ "description": "Formal request message directed to management for approval and feedback."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Message",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeNotification",
+ "description": "This tool assists in composing clear, context-appropriate notification messages based on user inputs. It accepts parameters such as recipient role, notification type, key message points, and tone to generate a professional notification text. Output is a structured notification string ready for use in communication channels.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "recipientRole",
+ "type": "string",
+ "description": "Role of the recipient (e.g., developer, manager) to tailor the notification content.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "notificationType",
+ "type": "string",
+ "description": "Type of the notification (e.g., alert, reminder, update) determining style and urgency.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "messagePoints",
+ "type": "array",
+ "description": "Key bullet points or information the notification must include.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the notification text (e.g., formal, friendly, urgent).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "includeCallToAction",
+ "type": "boolean",
+ "description": "Whether to include a call-to-action phrase at the end of the notification.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the fully composed notification text under 'notificationText' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI needs to generate tailored notification messages for documentation, project updates, or alerts targeting specific user roles. It helps produce concise, clear, and contextually appropriate notifications to improve communication effectiveness.",
+ "limitations": "Does not send notifications itself or integrate with communication platforms. It can generate text only, so factual correctness depends on input quality.",
+ "examples": [
+ "Compose a friendly update notification to developers about upcoming API changes with key points on timeline and impact.",
+ "Generate a formal alert notification for managers offering urgent security patch information.",
+ "Create a reminder notification for all team members about documentation deadlines including call to action."
+ ]
+ },
+ "tags": [
+ "communication",
+ "notification",
+ "documentation",
+ "message-composition",
+ "user-roles",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipientRole\":\"developer\",\"notificationType\":\"update\",\"messagePoints\":[\"API version 2.0 release date set\",\"Breaking changes require code updates\"],\"tone\":\"friendly\",\"includeCallToAction\":true}",
+ "description": "Generate a friendly update notification for developers about upcoming API changes including key points and call to action."
+ },
+ {
+ "inputJson": "{\"recipientRole\":\"manager\",\"notificationType\":\"alert\",\"messagePoints\":[\"Security vulnerability detected\",\"Patch deployment required immediately\"],\"tone\":\"formal\",\"includeCallToAction\":true}",
+ "description": "Create a formal alert notification for managers with urgent security patch instructions."
+ },
+ {
+ "inputJson": "{\"recipientRole\":\"all\",\"notificationType\":\"reminder\",\"messagePoints\":[\"Submit documentation updates by Friday\",\"Review checklist attached\"],\"tone\":\"formal\",\"includeCallToAction\":false}",
+ "description": "Compose a formal reminder notification for all team members regarding documentation deadlines without call to action."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Notification",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeThread",
+ "description": "This tool accepts an array of message objects representing contributions in a communication thread. It processes these messages by organizing, formatting, and enhancing the thread into a coherent, readable document that captures the conversation flow and key points. The output is a structured thread summary including metadata, message content, and optionally highlights or action items.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "messages",
+ "type": "array",
+ "description": "An array of message objects, each containing at least an author, timestamp, and content, representing the thread messages to be composed into a document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "An optional title for the composed thread document to provide context and identification.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeMetadata",
+ "type": "boolean",
+ "description": "Flag indicating whether to include message metadata such as timestamps and author names in the output document.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "highlightKeywords",
+ "type": "array",
+ "description": "Optional array of keywords for highlighting important messages or topics within the thread.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxMessages",
+ "type": "number",
+ "description": "Maximum number of messages to include in the composed thread document to limit size and focus on the most recent or relevant.",
+ "required": false,
+ "defaultValue": "100"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns a structured object representing the composed thread document, including a title, ordered list of formatted messages, optional highlights, and summary metadata."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to synthesize and organize a collection of chat or forum messages into a clear, readable thread summary document. It is suited for scenarios of documentation, reporting, and archiving conversation content for easier understanding and sharing.",
+ "limitations": "This tool does not interpret message semantics deeply or generate full conversation analysis. It cannot verify factual accuracy or infer unstated context beyond formatting and basic highlighting.",
+ "examples": [
+ "Compose a summary document of the last 50 messages in the project discussion channel.",
+ "Create a readable thread document from an array of customer support chat messages including author names and timestamps.",
+ "Generate a document thread highlighting messages containing certain keywords like 'urgent' or 'deadline'."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "communication",
+ "thread",
+ "compose",
+ "summary",
+ "chat",
+ "conversation",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"messages\":[{\"author\":\"Alice\",\"timestamp\":\"2024-04-15T09:10:00Z\",\"content\":\"Can we start the design review next Monday?\"},{\"author\":\"Bob\",\"timestamp\":\"2024-04-15T09:12:00Z\",\"content\":\"Monday works for me.\"},{\"author\":\"Alice\",\"timestamp\":\"2024-04-15T09:15:00Z\",\"content\":\"Great, I'll send an invite.\"}],\"title\":\"Design Review Discussion\",\"includeMetadata\":true,\"highlightKeywords\":[\"review\",\"invite\"],\"maxMessages\":10}",
+ "description": "Compose a thread document from three messages about scheduling a design review meeting, including metadata and highlighting relevant keywords."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Thread",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeReadme",
+ "description": "Generates a structured README.md file for a software project based on provided project metadata, features list, usage instructions, and configuration details. Accepts project details as input objects and outputs a Markdown-formatted README string ready for use in repositories.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "projectName",
+ "type": "string",
+ "description": "The name of the project to include as the main title in the README.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "projectDescription",
+ "type": "string",
+ "description": "A brief description summarizing the project's purpose and functionality.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "installationInstructions",
+ "type": "string",
+ "description": "Step-by-step instructions on how to install or set up the project environment.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "usageExamples",
+ "type": "array",
+ "description": "An array of usage example strings demonstrating how to use the project features.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "features",
+ "type": "array",
+ "description": "List of key features or highlights of the project to showcase its capabilities.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "configurationOptions",
+ "type": "object",
+ "description": "Key-value pairs describing configurable options or environment variables with descriptions.",
+ "required": false,
+ "defaultValue": "{}"
+ },
+ {
+ "name": "license",
+ "type": "string",
+ "description": "The license type to be displayed in the README (e.g., MIT, Apache 2.0).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "contributionGuidelines",
+ "type": "string",
+ "description": "Guidelines for contributing to the project, such as how to report issues or submit pull requests.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated README content as a Markdown formatted string with sections generated based on inputs."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to automatically generate a professional and comprehensive README.md file for a software project based on structured input data to help developers quickly produce or update project documentation. It streamlines creating all common README sections ensuring consistency and completeness.",
+ "limitations": "Does not generate project-specific code or detailed tutorials; relies on correct and complete input data for best results. Does not create graphical content or badges.",
+ "examples": [
+ "Generate a README for a new open source library with description, installation, usage examples, and license info.",
+ "Create a README skeleton for a project with defined features and contribution guidelines but no usage examples.",
+ "Update an existing README content by providing updated project description and configuration options."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "readme",
+ "markdown",
+ "project",
+ "software",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"projectName\":\"AwesomeLib\",\"projectDescription\":\"A library to do awesome things.\",\"installationInstructions\":\"npm install awesomelib\",\"usageExamples\":[\"const lib = require('awesomelib');\\nlib.doAwesome();\"],\"features\":[\"Easy to use\",\"High performance\",\"Cross-platform\"],\"configurationOptions\":{\"logLevel\":\"Set the logging level (debug, info, error)\"},\"license\":\"MIT\",\"contributionGuidelines\":\"Please open issues for bugs and feature requests.\"}",
+ "description": "Generate a complete README with all major sections for the AwesomeLib project."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Readme",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeTemplate",
+ "description": "This tool generates a customized document template based on a given structure definition and optional styling and content placeholders. Input includes a template schema or outline, optional parameters for styling and default content. The tool outputs a fully composed reusable document template in Markdown or HTML format.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "templateStructure",
+ "type": "object",
+ "description": "An object defining the hierarchical structure of the document template, including sections, subsections, and content placeholders.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired output format of the template document, e.g., 'markdown' or 'html'.",
+ "required": true,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "defaultContent",
+ "type": "object",
+ "description": "Optional key-value pairs where keys are placeholder names and values are default content to fill the template placeholders.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "If true, includes a generated table of contents based on the template structure.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "styleOptions",
+ "type": "object",
+ "description": "Optional styling parameters, such as header styles, font sizes, or colors, applicable mostly to HTML output.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed template as a string in the requested format, ready for documentation creation or further customization."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to generate a reusable documentation template from a defined structure for software specs, user manuals, or other docs, enabling consistent and efficient document creation workflows.",
+ "limitations": "This tool cannot generate content for placeholders beyond default values; it focuses on template structure composition and formatting, not full document population or natural language content generation.",
+ "examples": [
+ "Create a software requirements specification template in markdown with standard section placeholders.",
+ "Compose an HTML user guide template with default intro text and a styled header.",
+ "Generate a documentation template with an automatic table of contents and placeholders for future content."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "template",
+ "compose",
+ "markdown",
+ "html",
+ "structure",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"templateStructure\":{\"title\":\"Project Documentation\",\"sections\":[{\"header\":\"Introduction\",\"placeholders\":[\"overview\",\"purpose\"]},{\"header\":\"Installation\",\"placeholders\":[\"requirements\",\"steps\"]},{\"header\":\"Usage\",\"subsections\":[{\"header\":\"Basic Usage\",\"placeholders\":[\"examples\"]},{\"header\":\"Advanced Usage\",\"placeholders\":[\"configuration\"]}]},{\"header\":\"FAQ\"}]},\"outputFormat\":\"markdown\",\"defaultContent\":{\"overview\":\"Brief overview of the project.\",\"purpose\":\"Explain the project purpose.\"},\"includeTableOfContents\":true}",
+ "description": "Generate a markdown template for a project documentation with sections, subsections, placeholders, and a table of contents, pre-filled with some default content."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Template",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeFAQ",
+ "description": "This tool generates a structured FAQ document from a list of question-and-answer pairs. It accepts an array of Q&A entries optionally grouped by topic and produces a formatted FAQ in Markdown or JSON format, facilitating consistent, clear help content for documentation purposes.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "faqEntries",
+ "type": "array",
+ "description": "An array of question and answer objects to include in the FAQ, each with 'question' and 'answer' strings, optionally with a 'topic' string.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "The desired output format for the FAQ document, either 'markdown' or 'json'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeTopics",
+ "type": "boolean",
+ "description": "Whether to group FAQ entries by their topic if provided. If false, all questions are listed sequentially.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title to prepend as a header to the FAQ document.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted FAQ document as a string in the selected output format under the 'formattedFAQ' key."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an agent needs to create or update an FAQ section from raw questions and answers or from FAQ entry data structures, to produce clear, standardized FAQ content for user documentation or knowledge bases. It is ideal for automating FAQ content generation in technical documentation workflows.",
+ "limitations": "The tool does not generate questions or answers from unstructured text or infer missing information; input data must be well-formed Q&A pairs. It also does not translate content or perform advanced styling beyond Markdown and JSON.",
+ "examples": [
+ "Generate a Markdown FAQ document from provided question and answer pairs grouped by topic.",
+ "Produce a JSON formatted FAQ without topic grouping, suitable for integration into a web app.",
+ "Create an FAQ with a custom title header from a list of help questions and answers."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "FAQ",
+ "compose",
+ "content-generation",
+ "help-center",
+ "knowledge-base"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"faqEntries\":[{\"question\":\"How do I reset my password?\",\"answer\":\"Click on 'Forgot password' at login and follow instructions.\",\"topic\":\"Account Management\"},{\"question\":\"Where can I find the user manual?\",\"answer\":\"The user manual is available on our support website.\",\"topic\":\"Resources\"}],\"outputFormat\":\"markdown\",\"includeTopics\":true,\"title\":\"Frequently Asked Questions\"}",
+ "description": "Generate a Markdown FAQ document grouped by topics with a title header."
+ },
+ {
+ "inputJson": "{\"faqEntries\":[{\"question\":\"What is the refund policy?\",\"answer\":\"Refunds are issued within 30 days of purchase.\"},{\"question\":\"How can I contact support?\",\"answer\":\"Support can be contacted via email or phone.\"}],\"outputFormat\":\"json\",\"includeTopics\":false}",
+ "description": "Produce a JSON formatted FAQ listing questions sequentially without topics."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "FAQ",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeSummary",
+ "description": "Generates a concise and coherent summary for a specified document or a collection of documents. Accepts raw text or URLs as input, processes the content by extracting key points and themes, and outputs a structured textual summary useful for quick understanding or documentation enhancement.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "documentText",
+ "type": "string",
+ "description": "Raw text content of the document(s) to be summarized. Required if documentUrls is not provided.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "documentUrls",
+ "type": "array",
+ "description": "List of URLs pointing to the documents to summarize. Required if documentText is not provided.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "maxSummaryLength",
+ "type": "number",
+ "description": "Maximum length of the summary in number of words, balancing detail and brevity.",
+ "required": false,
+ "defaultValue": "200"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Language code (e.g., 'en', 'fr') of the document to help tailor the summary generation.",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "includeKeyPoints",
+ "type": "boolean",
+ "description": "If true, outputs a bullet point list of key points alongside the summary paragraph.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the summary output, e.g., 'formal', 'informal', or 'neutral'.",
+ "required": false,
+ "defaultValue": "neutral"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the summary text and optionally an array of key points extracted from the document(s)."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing a digestible summary of one or multiple documents' content to facilitate quick understanding, report generation, or overview preparation. Ideal for distilling lengthy or complex documentation into manageable abstracts or executive summaries. It can help in automating documentation reviews or briefing creation.",
+ "limitations": "This tool does not read images or non-text media within documents. It cannot guarantee domain-specific expertise in summarization and may not capture highly nuanced technical details perfectly. It requires input as text or accessible URLs with textual content.",
+ "examples": [
+ "Summarize the key points of the project specification document given as text input.",
+ "Generate a 150-word formal summary from these 3 URLs of API documentation.",
+ "Provide an informal summary with bullet points for this provided user manual text."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "summary",
+ "text-processing",
+ "reporting",
+ "content-summarization",
+ "natural-language-processing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"documentText\":\"This document provides an overview of the new software release, highlighting major features such as improved user interface, enhanced security protocols, and performance optimizations.\",\"maxSummaryLength\":100}",
+ "description": "Summarizing a short software release note text input with a max length constraint."
+ },
+ {
+ "inputJson": "{\"documentUrls\":[\"https://example.com/api-docs/v1\",\"https://example.com/api-docs/v2\"],\"maxSummaryLength\":200,\"includeKeyPoints\":true,\"tone\":\"formal\"}",
+ "description": "Summarizing multiple API documentation pages accessible by URLs, requesting bullet key points and a formal tone."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Summary",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeBlogPost",
+ "description": "Generates a well-structured blog post draft based on a given topic, target audience, and key points. It accepts input parameters such as topic, desired length, style tone, keywords, and optional outline details. It processes these inputs to create a coherent, engaging draft formatted as markdown or plain text output.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "Main subject or theme for the blog post to be composed.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readership to tailor the writing style and depth accordingly.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "List of important points or subtopics that should be covered in the blog post.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "desiredLength",
+ "type": "number",
+ "description": "Approximate desired length of the blog post in words.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "styleTone",
+ "type": "string",
+ "description": "Preferred writing style or tone, e.g., formal, casual, persuasive, informative.",
+ "required": false,
+ "defaultValue": "informative"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format for the draft: markdown or plain text.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeOutline",
+ "type": "boolean",
+ "description": "Whether to include a structured outline at the start of the blog post.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the complete blog post draft text and optionally an outline of the content structure."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to draft a coherent, readable blog post quickly on a specific topic with optional stylistic and structural guidelines to save content creation time or support content marketing and documentation efforts.",
+ "limitations": "The tool generates draft content but cannot guarantee factual accuracy or deep expert knowledge; final review and editing by a human are recommended to ensure quality and correctness.",
+ "examples": [
+ "Compose an informative blog post about AI trends targeting software developers.",
+ "Write a casual, engaging blog entry on sustainable living including key points about recycling and energy saving.",
+ "Create a markdown formatted blog draft about cloud security best practices with an outline included."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "writing",
+ "content-creation",
+ "blog-post",
+ "drafting",
+ "markdown",
+ "text-generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"The Rise of Quantum Computing\",\"targetAudience\":\"Tech enthusiasts and professionals\",\"keyPoints\":[\"Basic principles\",\"Potential applications\",\"Challenges\"],\"desiredLength\":1000,\"styleTone\":\"informative\",\"format\":\"markdown\",\"includeOutline\":true}",
+ "description": "Generate a detailed, markdown formatted blog post draft on quantum computing aimed at interested tech readers."
+ },
+ {
+ "inputJson": "{\"topic\":\"Healthy Eating Habits\",\"targetAudience\":\"General audience\",\"keyPoints\":[\"Importance of balanced diet\",\"Tips for meal planning\"],\"desiredLength\":600,\"styleTone\":\"casual\",\"format\":\"plain text\",\"includeOutline\":false}",
+ "description": "Create a casual tone blog post draft focused on easy tips for healthy eating, without outline and in plain text."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "BlogPost",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeChecklist",
+ "description": "Creates a structured checklist document based on a provided topic, key points, and optional task descriptions. Accepts topic title, array of checklist items with optional details, and outputs a formatted checklist suitable for documentation or task management.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The title or main topic of the checklist.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "items",
+ "type": "array",
+ "description": "An array of checklist items, each item is an object with a mandatory 'title' and optional 'description' strings.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeDescriptions",
+ "type": "boolean",
+ "description": "Flag indicating whether to include item descriptions in the final checklist output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format of the checklist, e.g., 'markdown' or 'plaintext'.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted checklist string and the item count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate clear, structured checklists for documentation, quality assurance, project planning, or task tracking. It helps convert an array of tasks or points into a readable, consistent checklist document in different text formats.",
+ "limitations": "It does not track task completion status dynamically or integrate with task management systems. The formatting options are limited to plain text or markdown.",
+ "examples": [
+ "Generate a software release checklist with tasks and brief notes.",
+ "Create a maintenance checklist for a server setup.",
+ "Compose a quality assurance checklist listing all test steps with details."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "checklist",
+ "compose",
+ "task-management",
+ "formatting",
+ "markdown"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Software Release Checklist\",\"items\":[{\"title\":\"Code freeze\",\"description\":\"Stop all code changes for release.\"},{\"title\":\"Run tests\",\"description\":\"Execute full regression test suite.\"},{\"title\":\"Update documentation\",\"description\":\"Finalize user manuals and release notes.\"}],\"includeDescriptions\":true,\"format\":\"markdown\"}",
+ "description": "Creates a markdown checklist for software release with titles and descriptions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Checklist",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeBrief",
+ "description": "Generates a concise brief document summarizing key domain-specific information provided as input. Accepts a domain name and related content or parameters, then structures and condenses the information into a clear, formatted brief suitable for quick understanding and sharing.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "domain",
+ "type": "string",
+ "description": "The specific subject area or domain for which the brief is composed, e.g., 'machine learning' or 'financial compliance'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "content",
+ "type": "string",
+ "description": "Raw textual content, notes, or key points from which the brief is derived. Can include summaries, bullet points, or raw paragraphs.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the brief in number of words; controls the summary size.",
+ "required": false,
+ "defaultValue": "300"
+ },
+ {
+ "name": "includeReferences",
+ "type": "boolean",
+ "description": "Whether to include a references section with sources, if available in content.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed brief as formatted text, including optional references section if requested."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need a concise, well-structured summary brief on a particular domain from raw or unstructured content to assist in documentation, presentations, or quick knowledge transfer. It is designed to transform detailed or scattered information into a compact and readable overview suitable for stakeholders or team members.",
+ "limitations": "Cannot verify accuracy or completeness beyond the input data; cannot generate domain knowledge not present in content; does not format complex documents like full manuals or detailed reports.",
+ "examples": [
+ "Create a brief overview of recent advances in renewable energy from meeting notes.",
+ "Summarize key compliance points for GDPR given raw policy text.",
+ "Generate a 200-word briefing on agile project management concepts from developer notes."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "summary",
+ "brief",
+ "compose",
+ "domain-specific",
+ "knowledge",
+ "content-summarization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"domain\":\"cybersecurity\",\"content\":\"This document covers recent threats including ransomware trends, zero-day vulnerabilities discovered in 2023, best practices for incident response, and compliance requirements under updated privacy laws.\",\"maxLength\":250,\"includeReferences\":true}",
+ "description": "Compose a cybersecurity brief summarizing threats, response practices, and compliance with references."
+ },
+ {
+ "inputJson": "{\"domain\":\"healthcare\",\"content\":\"Patient data privacy is governed by HIPAA regulations. Healthcare providers must ensure encryption and access controls are in place. Recent audit showed 5% non-compliance due to outdated software.\",\"maxLength\":150,\"includeReferences\":false}",
+ "description": "Generate a brief about patient data privacy and compliance status in healthcare."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Brief",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeEmail",
+ "description": "This tool generates a professional email draft based on provided parameters such as recipients, subject, body content, and tone. It processes input including recipient list, email subject, main message body, desired tone, and optional closing remarks to produce a well-structured email draft formatted as plain text or HTML.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "recipients",
+ "type": "array",
+ "description": "List of email addresses to receive the email. Supports TO recipients only.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "subject",
+ "type": "string",
+ "description": "Subject line of the email.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "body",
+ "type": "string",
+ "description": "Main content or message body of the email. Can be plain text or markdown.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone or style of the email such as formal, informal, friendly, or persuasive.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "closingRemark",
+ "type": "string",
+ "description": "Optional closing remark or sign-off phrase to end the email, e.g., 'Best regards'.",
+ "required": false,
+ "defaultValue": "Best regards"
+ },
+ {
+ "name": "includeSignature",
+ "type": "boolean",
+ "description": "Whether to append a standard professional signature to the email.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format of the email draft: 'plain' for plain text or 'html' for HTML formatting.",
+ "required": false,
+ "defaultValue": "plain"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed email draft with keys for recipients, subject, and the complete formatted body as a string."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to compose a professional email quickly based on given inputs such as recipients, subject, and body content. Ideal for generating consistent email drafts with appropriate tone and formatting for business communications.",
+ "limitations": "This tool does not send emails or handle attachments. It cannot customize emails per individual recipient beyond the given input list or dynamically pull recipient-specific data. It also does not verify email address validity.",
+ "examples": [
+ "Compose a formal meeting invitation email to a team with a clear subject and polite closing.",
+ "Generate a friendly follow-up email draft reminding a client about a pending document submission.",
+ "Create an HTML formatted promotional email with an enthusiastic and persuasive tone."
+ ]
+ },
+ "tags": [
+ "email",
+ "composition",
+ "documentation",
+ "communication",
+ "business",
+ "template"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"recipients\":[\"team@example.com\",\"manager@example.com\"],\"subject\":\"Project Kickoff Meeting\",\"body\":\"Dear Team,\\n\\nI would like to schedule a kickoff meeting for our new project. Please confirm your availability next week.\",\"tone\":\"formal\",\"closingRemark\":\"Best regards\",\"includeSignature\":true,\"format\":\"plain\"}",
+ "description": "A formal email draft inviting the team and manager to a project kickoff meeting with polite tone and a signature."
+ },
+ {
+ "inputJson": "{\"recipients\":[\"client@example.com\"],\"subject\":\"Friendly Reminder: Pending Document Submission\",\"body\":\"Hi, just a quick reminder to please send over the required documents by end of this week. Let me know if you need any assistance.\",\"tone\":\"friendly\",\"closingRemark\":\"Cheers\",\"includeSignature\":false,\"format\":\"plain\"}",
+ "description": "A friendly follow-up reminder email to a client without signature, casual closing."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Email",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeTranscript",
+ "description": "This tool accepts a set of raw meeting audio file references and optional meeting metadata, then uses speech recognition data to compose a structured, time-stamped transcript document. It outputs a clean, readable transcript in plain text or JSON format, suitable for documentation or review purposes.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "audioFileUrls",
+ "type": "array",
+ "description": "Array of URLs or file references pointing to meeting audio files to transcribe and compose into transcript.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "languageCode",
+ "type": "string",
+ "description": "The spoken language code of the audio for accurate transcription (e.g., 'en-US').",
+ "required": false,
+ "defaultValue": "\"en-US\""
+ },
+ {
+ "name": "includeTimestamps",
+ "type": "boolean",
+ "description": "Whether to include time stamps for each spoken segment in the transcript output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "speakerLabels",
+ "type": "boolean",
+ "description": "Indicates if the transcript should label speakers when speaker diarization data is available.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the transcript: 'plain' for plain text or 'json' for structured JSON output.",
+ "required": false,
+ "defaultValue": "\"plain\""
+ },
+ {
+ "name": "metadata",
+ "type": "object",
+ "description": "Optional metadata object including meeting title, date, participants, which will be included in the transcript header.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed transcript document as a string or structured JSON, including optional metadata and timestamp data."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to convert recorded meeting audio into a clear, readable transcript document that can be archived, shared, or analyzed later. Ideal for project management, interviews, or team meetings where documented records are needed.",
+ "limitations": "This tool relies on accurate audio input and may struggle with poor audio quality, overlapping speech, or uncommon languages/accents. It does not provide real-time transcription, only post-meeting composition.",
+ "examples": [
+ "Compose a transcript from a meeting audio recording in English with timestamps and speaker labels included, output as plain text.",
+ "Generate a JSON formatted transcript for a project kickoff meeting audio, including meeting metadata such as date, title, and participant names."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "transcription",
+ "meeting",
+ "audio-processing",
+ "text-generation",
+ "speech-to-text",
+ "transcript"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"audioFileUrls\":[\"https://example.com/audio/meeting1.mp3\"],\"languageCode\":\"en-US\",\"includeTimestamps\":true,\"speakerLabels\":true,\"outputFormat\":\"plain\",\"metadata\":{\"title\":\"Project Sync\",\"date\":\"2024-05-10\",\"participants\":[\"Alice\",\"Bob\",\"Carol\"]}}",
+ "description": "Transcribe a recorded project sync meeting audio with timestamps and speaker labels into a plain text transcript including metadata header."
+ },
+ {
+ "inputJson": "{\"audioFileUrls\":[\"https://example.com/audio/interview.mp3\"],\"languageCode\":\"en-US\",\"includeTimestamps\":false,\"speakerLabels\":false,\"outputFormat\":\"json\",\"metadata\":{\"title\":\"Candidate Interview\",\"date\":\"2024-04-22\",\"participants\":[\"Interviewer\",\"Candidate\"]}}",
+ "description": "Create a JSON formatted transcript from an interview recording with no timestamps or speaker labels, including meeting metadata."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Transcript",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeMinutes",
+ "description": "This tool generates a well-structured meeting minutes document based on input details such as meeting date, participants, agenda items, discussions, action items, and decisions. It organizes the input into a clear and professional minutes format, suitable for distribution and archiving.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "meetingDate",
+ "type": "string",
+ "description": "The date when the meeting took place, formatted as YYYY-MM-DD.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "participants",
+ "type": "array",
+ "description": "An array of participant names or identifiers who attended the meeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "agendaItems",
+ "type": "array",
+ "description": "List of agenda topics discussed during the meeting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "discussionPoints",
+ "type": "object",
+ "description": "An object mapping each agenda item to an array of detailed discussion points or notes.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "actionItems",
+ "type": "array",
+ "description": "Array of action items, each including task description, responsible person, and due date.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "decisions",
+ "type": "array",
+ "description": "List of decisions or resolutions made in the meeting.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "meetingTitle",
+ "type": "string",
+ "description": "Optional title or subject of the meeting.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Structured meeting minutes containing formatted text and sections such as Date, Participants, Agenda, Discussion, Action Items, and Decisions in markdown format."
+ },
+ "aiAgent": {
+ "useCase": "AI agents should use this tool to efficiently create formal meeting minutes documents from raw meeting data, ensuring consistency, clarity, and professionalism. It's especially useful for summarizing discussion points, tracking decisions and action items for future reference and accountability.",
+ "limitations": "This tool cannot transcribe audio or video recordings; it requires structured input data. It also does not generate summaries beyond the provided details.",
+ "examples": [
+ "Create meeting minutes from a development team meeting with detailed agenda and assigned action items.",
+ "Generate a formatted minutes document for a project kickoff meeting including participants and decisions.",
+ "Summarize and structure the notes of a client status update meeting into professional minutes."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "meeting",
+ "minutes",
+ "summary",
+ "organizational",
+ "productivity"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"meetingDate\":\"2024-05-15\",\"participants\":[\"Alice Smith\",\"Bob Johnson\",\"Carol Lee\"],\"agendaItems\":[\"Project Status\",\"Budget Review\",\"Next Steps\"],\"discussionPoints\":{\"Project Status\":[\"Alice reported progress on the frontend module.\",\"Bob noted backend integration is behind schedule.\"],\"Budget Review\":[\"Carol presented updated budget figures.\",\"Team discussed potential cost savings.\"],\"Next Steps\":[\"Assign testing tasks.\",\"Prepare presentation for stakeholders.\"]},\"actionItems\":[{\"task\":\"Complete frontend testing\",\"owner\":\"Alice Smith\",\"dueDate\":\"2024-05-22\"},{\"task\":\"Update budget report\",\"owner\":\"Carol Lee\",\"dueDate\":\"2024-05-20\"}],\"decisions\":[\"Approve budget increase of 10%.\",\"Prioritize backend integration in next sprint.\"],\"meetingTitle\":\"Weekly Project Meeting\"}",
+ "description": "Generate minutes for a weekly project meeting with participants, agenda, detailed discussions, actions, and decisions."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Minutes",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeArticle",
+ "description": "This tool composes a structured article based on provided inputs such as topic, outline, target audience, and style preferences. It processes the input parameters to generate a coherent, well-formatted document article in markdown or HTML format as requested.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or theme of the article to be written.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outline",
+ "type": "array",
+ "description": "An ordered list of headings and subheadings defining the article structure.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended readers to tailor language and complexity accordingly.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "style",
+ "type": "string",
+ "description": "Writing style of the article, e.g., formal, conversational, technical.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "length",
+ "type": "number",
+ "description": "Approximate desired word count of the article.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Output format of the article, such as 'markdown' or 'html'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeReferences",
+ "type": "boolean",
+ "description": "Whether to include references or citations if applicable.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the composed article text and metadata such as word count and format."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate a cohesive and structured article on a specific topic with optional customization including outline, audience, style, length, and output format. It is ideal for drafting documentation, blog posts, or informational content automatically.",
+ "limitations": "The tool cannot replace expert domain knowledge or ensure factual accuracy without external validation. It does not generate images or multimedia content. Complex multi-topic articles may require additional user input or editing.",
+ "examples": [
+ "Compose an article on climate change impacts aimed at high school students with a conversational style and around 1000 words.",
+ "Generate a technical article about REST API best practices with a detailed outline in markdown format.",
+ "Create a formal article about advancements in AI including references, targeting researchers."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "article composition",
+ "content generation",
+ "writing",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Benefits of Meditation for Mental Health\",\"outline\":[\"Introduction\",\"Physical Benefits\",\"Psychological Benefits\",\"How to Meditate\",\"Conclusion\"],\"targetAudience\":\"general public interested in wellness\",\"style\":\"conversational\",\"length\":900,\"format\":\"markdown\",\"includeReferences\":true}",
+ "description": "Compose a structured, conversational article on meditation benefits targeting wellness enthusiasts with references in markdown."
+ },
+ {
+ "inputJson": "{\"topic\":\"Cloud Computing Security\",\"style\":\"technical\",\"length\":1200,\"format\":\"html\"}",
+ "description": "Generate a technical article in HTML format about cloud computing security basics and challenges."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Article",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeDocument",
+ "description": "This tool generates a structured document by combining multiple textual inputs such as sections or paragraphs. It accepts an array of content blocks with optional titles, merges them in specified order, applies basic formatting preferences, and outputs a cohesive formatted document string suitable for documentation purposes.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "contentBlocks",
+ "type": "array",
+ "description": "An array of objects representing document sections, each with a mandatory 'text' string and optional 'title' string to include as headings.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Whether to prepend a generated table of contents based on section titles at the start of the document.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "Desired output format of the document, e.g., 'markdown', 'html', or 'plaintext'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "An optional overall title for the document to be included at the top.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single string field 'document' with the composed and formatted document content."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to programmatically generate combined documentation content from multiple text segments or sections into a single formatted document, for instance to create reports, user guides, or technical documents.",
+ "limitations": "This tool does not perform advanced semantic content generation, detailed layout styling, or include media content. It focuses on textual composition with simple formatting in limited formats.",
+ "examples": [
+ "Generate a markdown user guide by combining section texts with titles and a table of contents.",
+ "Create a plain text document from an array of paragraphs without any formatting.",
+ "Produce an HTML help page by composing multiple sections with headings."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "compose",
+ "text processing",
+ "formatting",
+ "document generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"contentBlocks\":[{\"title\":\"Introduction\",\"text\":\"This document provides an overview of the project.\"},{\"title\":\"Details\",\"text\":\"Here are the technical details of the system.\"}],\"includeTableOfContents\":true,\"format\":\"markdown\",\"title\":\"Project Overview\"}",
+ "description": "Compose a markdown document with a title, two sections, and a generated table of contents."
+ },
+ {
+ "inputJson": "{\"contentBlocks\":[{\"text\":\"First paragraph without a title.\"},{\"text\":\"Second paragraph as continuation.\"}],\"includeTableOfContents\":false,\"format\":\"plaintext\",\"title\":\"\"}",
+ "description": "Create a plain text document from paragraphs without titles or table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Document",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateReference",
+ "description": "Generates a detailed reference document for specified programming APIs, libraries, or modules based on structured input definitions. Accepts input such as function signatures, descriptions, and parameter details, and produces comprehensive formatted reference documentation in Markdown or HTML format.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "inputDefinitions",
+ "type": "array",
+ "description": "Array of objects defining the API elements such as functions, classes, or constants to include in the reference documentation. Each object includes name, type, description, parameters, and return information.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Specifies the desired output format of the reference document. Supported values include 'markdown' and 'html'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeExamples",
+ "type": "boolean",
+ "description": "Whether to include usage examples in the generated reference for each API item, if provided in input definitions.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "documentationTitle",
+ "type": "string",
+ "description": "Title to be displayed at the top of the generated reference documentation.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "styleOptions",
+ "type": "object",
+ "description": "Optional styling preferences such as themes or custom CSS for HTML output. Ignored if outputFormat is markdown.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated reference documentation as a string and its format type. Example: { content: '...', format: 'markdown' }"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to programmatically generate clear, structured reference documentation from raw API definitions or specs, especially to maintain consistent, up-to-date technical docs or developer guides. It helps automate documentation generation rather than manual writing.",
+ "limitations": "This tool cannot automatically extract API definitions from source code or interpret undocumented behavior. It relies on well-structured, complete input definitions. It also does not perform spellchecking or grammar analysis of descriptions.",
+ "examples": [
+ "Generate Markdown API reference for a set of backend service functions.",
+ "Produce HTML formatted reference docs including usage examples for a JavaScript library.",
+ "Create a concise reference section with custom title and no examples for utility functions."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "reference",
+ "generate",
+ "API",
+ "developer",
+ "tooling",
+ "markdown",
+ "html"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputDefinitions\":[{\"name\":\"calculateSum\",\"type\":\"function\",\"description\":\"Calculates the sum of two numbers.\",\"parameters\":[{\"name\":\"a\",\"type\":\"number\",\"description\":\"First number\"},{\"name\":\"b\",\"type\":\"number\",\"description\":\"Second number\"}],\"returns\":{\"type\":\"number\",\"description\":\"Sum of a and b.\"},\"examples\":[\"calculateSum(2,3) // returns 5\"]}],\"outputFormat\":\"markdown\",\"includeExamples\":true,\"documentationTitle\":\"Math Utilities API Documentation\"}",
+ "description": "Generate Markdown reference documentation for a simple math utility function including usage examples and a custom title."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Reference",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.composeReport",
+ "description": "This tool composes a structured report document based on provided textual content, metadata, and optional formatting preferences. It accepts inputs such as the report title, sections with headings and content, author information, date, and output format. The tool processes and organizes these inputs into a coherent report document output in formats like Markdown, HTML, or plain text.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "title",
+ "type": "string",
+ "description": "The main title of the report to be displayed prominently.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "sections",
+ "type": "array",
+ "description": "An array of section objects, each including a heading and content text to be included in the report body.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "The author or creator of the report. Used for metadata or a byline.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "date",
+ "type": "string",
+ "description": "The date string to include in the report header or footer, formatted as YYYY-MM-DD or similar.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The output document format: supported options include 'markdown', 'html', or 'plaintext'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeTableOfContents",
+ "type": "boolean",
+ "description": "Flag to indicate whether to generate and include a table of contents based on section headings.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the completed report as a string document under 'reportContent' with the specified formatting."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a structured report document needs to be generated from multiple text sections and metadata, enabling automated document creation workflows such as status updates, summaries, or reviews.",
+ "limitations": "This tool does not analyze, summarize, or generate content on its own; it requires fully provided text and metadata. It also does not support complex document layouts or embedded media beyond text formatting in supported output formats.",
+ "examples": [
+ "Compose a project status report with title, date, author, sections for progress and next steps, output as Markdown.",
+ "Generate a report in HTML format from given sections with a table of contents and author info.",
+ "Create a simple plaintext report with no table of contents for quick sharing."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "report",
+ "compose",
+ "document-generation",
+ "markdown",
+ "html",
+ "plaintext"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"title\":\"Q2 Performance Review\",\"sections\":[{\"heading\":\"Executive Summary\",\"content\":\"The company met all key targets for the quarter.\"},{\"heading\":\"Financial Highlights\",\"content\":\"Revenue increased by 15% compared to Q1.\"},{\"heading\":\"Future Outlook\",\"content\":\"Plans for expansion in new markets are underway.\"}],\"author\":\"Jane Doe\",\"date\":\"2024-06-01\",\"format\":\"markdown\",\"includeTableOfContents\":true}",
+ "description": "Create a detailed Markdown report including author and date, with a table of contents, summarizing quarterly performance."
+ },
+ {
+ "inputJson": "{\"title\":\"Weekly Team Update\",\"sections\":[{\"heading\":\"Completed Tasks\",\"content\":\"Resolved all critical bugs and finished sprint work.\"},{\"heading\":\"Upcoming Tasks\",\"content\":\"Start the new feature implementation next week.\"}],\"author\":\"John Smith\",\"format\":\"plaintext\",\"includeTableOfContents\":false}",
+ "description": "Generate a plain text weekly update report with author but no table of contents."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "compose",
+ "object": "Report",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateQuote",
+ "description": "Generates a formatted, customizable inspirational or thematic quote for use in documentation, presentations, or reports. Accepts parameters specifying desired themes, authors, languages, and formatting options, then outputs a clean quote text with optional attribution information suitable for embedding.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Specify the theme or topic of the quote, such as 'motivation', 'innovation', or 'teamwork'.",
+ "required": false,
+ "defaultValue": "\"inspiration\""
+ },
+ {
+ "name": "author",
+ "type": "string",
+ "description": "Filter quotes only by a specific author or leave empty to allow any author.",
+ "required": false,
+ "defaultValue": "\"\""
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "Specifies the language code (e.g., 'en', 'es') for the quote output; defaults to English.",
+ "required": false,
+ "defaultValue": "\"en\""
+ },
+ {
+ "name": "includeAttribution",
+ "type": "boolean",
+ "description": "Whether to include the author's name alongside the quote text in the output.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum character length of the quote text; longer quotes will be excluded or truncated if necessary.",
+ "required": false,
+ "defaultValue": "200"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the quote text, author name (if available and requested), theme, and language info."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to dynamically generate theme-specific or motivational quotes to enrich documentation, slide decks, or reports, especially to inspire teams or highlight key values. It helps automate and customize insertions of relevant quotes without manual search.",
+ "limitations": "Cannot guarantee attribution correctness for all quotes; limited to available quote databases; does not generate original quotes but selects from existing ones.",
+ "examples": [
+ "Generate a motivational quote about teamwork in English, including the author.",
+ "Get a short quote on innovation from Albert Einstein.",
+ "Produce a Spanish language quote on leadership without attribution."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "quote",
+ "inspirational",
+ "automation",
+ "formatting",
+ "author",
+ "theme"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"theme\":\"teamwork\",\"language\":\"en\",\"includeAttribution\":true}",
+ "description": "Generate a motivational quote about teamwork in English, including the author."
+ },
+ {
+ "inputJson": "{\"theme\":\"innovation\",\"author\":\"Albert Einstein\",\"maxLength\":100}",
+ "description": "Get a short quote on innovation from Albert Einstein."
+ },
+ {
+ "inputJson": "{\"theme\":\"leadership\",\"language\":\"es\",\"includeAttribution\":false}",
+ "description": "Produce a Spanish language quote on leadership without attribution."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Quote",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateCitation",
+ "description": "Generates a properly formatted citation entry for a specified source type (e.g., book, article, website) in a chosen citation style (e.g., APA, MLA, Chicago). It accepts bibliographic details as input and outputs a formatted citation string suitable for inclusion in academic or professional documents.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "sourceType",
+ "type": "string",
+ "description": "Type of the source to cite (e.g., book, journalArticle, website). Determines required citation fields.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "citationStyle",
+ "type": "string",
+ "description": "Citation style to format the output (e.g., APA, MLA, Chicago).",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "bibliographicData",
+ "type": "object",
+ "description": "An object containing key bibliographic details about the source such as author(s), title, publisher, date, URL, etc., matching the sourceType requirements.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeDOI",
+ "type": "boolean",
+ "description": "Whether to include the DOI (Digital Object Identifier) in the citation if available in bibliographicData.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing a single string field 'formattedCitation' with the properly formatted citation text."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when a user needs a correctly formatted bibliographic citation based on partial or complete source details to ensure consistent documentation and avoid plagiarism. It helps in generating references following specific style guides automatically.",
+ "limitations": "This tool cannot verify the accuracy of bibliographic data provided. It can't generate citations for unknown or unsupported source types/styles and does not extract metadata from raw documents or URLs.",
+ "examples": [
+ "Generate an APA style citation for a book with author name, title, publisher, and year.",
+ "Format a MLA citation for a journal article including author, article title, journal name, volume, issue, pages, and publication date.",
+ "Create a Chicago style citation for a website with author, webpage title, URL, and access date."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "citation",
+ "bibliography",
+ "formatting",
+ "academic",
+ "reference"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceType\":\"book\",\"citationStyle\":\"APA\",\"bibliographicData\":{\"author\":[\"John Doe\"],\"title\":\"Understanding AI\",\"publisher\":\"Tech Press\",\"year\":\"2022\"},\"includeDOI\":false}",
+ "description": "Generate an APA citation for a book with typical bibliographic fields."
+ },
+ {
+ "inputJson": "{\"sourceType\":\"journalArticle\",\"citationStyle\":\"MLA\",\"bibliographicData\":{\"author\":[\"Jane Smith\",\"Alan Brown\"],\"articleTitle\":\"Advances in Machine Learning\",\"journalName\":\"Journal of AI Research\",\"volume\":\"34\",\"issue\":\"2\",\"pages\":\"123-145\",\"year\":\"2023\"},\"includeDOI\":true}",
+ "description": "Generate an MLA style citation for a journal article with multiple authors and DOI included."
+ },
+ {
+ "inputJson": "{\"sourceType\":\"website\",\"citationStyle\":\"Chicago\",\"bibliographicData\":{\"author\":[\"Emily White\"],\"pageTitle\":\"AI Trends 2024\",\"websiteName\":\"Tech Insights\",\"url\":\"https://techinsights.example/ai-trends-2024\",\"accessDate\":\"2024-04-20\"},\"includeDOI\":false}",
+ "description": "Generate a Chicago style citation for a website including access date."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Citation",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateText",
+ "description": "Generates structured textual documentation based on provided input parameters including topic, style, and key points. Accepts a documentation topic, optional outline points, and style preferences, then produces coherent, formatted text suitable for manuals, guides, or reference documents.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or topic for the documentation text to be generated.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An optional list of key points or subtopics to cover within the generated text.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "documentStyle",
+ "type": "string",
+ "description": "Preferred style or tone for the documentation (e.g., formal, concise, detailed).",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "language",
+ "type": "string",
+ "description": "The language code for the generated text (e.g., 'en' for English).",
+ "required": false,
+ "defaultValue": "en"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum length of the generated text in characters or words, depending on implementation.",
+ "required": false,
+ "defaultValue": "1000"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated documentation text as a string, formatted per style guidelines."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to generate clear, coherent documentation text on a specific topic with optional detailed points and defined style preferences. Ideal for creating manuals, product guides, or technical explanations automatically.",
+ "limitations": "Cannot verify factual correctness of generated content or replace domain expert review; may produce generic text if key points are insufficient or too vague.",
+ "examples": [
+ "Generate a formal user guide introduction on 'Installing Software' covering steps and troubleshooting tips.",
+ "Create concise API documentation text for 'Authentication API' with endpoints and example usages.",
+ "Produce detailed reference text on 'Data Backup Procedures' with emphasis on security best practices."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "text generation",
+ "content creation",
+ "manual",
+ "guide",
+ "technical writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"Installing Software\",\"keyPoints\":[\"Download\",\"Installation steps\",\"Troubleshooting\"],\"documentStyle\":\"formal\",\"language\":\"en\",\"maxLength\":800}",
+ "description": "Generate a formal introduction and overview text for software installation covering download, steps, and troubleshooting."
+ },
+ {
+ "inputJson": "{\"topic\":\"Authentication API\",\"keyPoints\":[\"Endpoints\",\"Authentication methods\",\"Error codes\"],\"documentStyle\":\"concise\",\"language\":\"en\",\"maxLength\":600}",
+ "description": "Create concise API documentation for an authentication API including endpoints and common errors."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Text",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateHeading",
+ "description": "Generates a formatted heading string based on the specified heading text and level, optionally including markdown or HTML formatting. Accepts plain text for the heading and outputs a correctly formatted heading for documentation purposes.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "headingText",
+ "type": "string",
+ "description": "The text content for the heading to generate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "level",
+ "type": "number",
+ "description": "The heading level, typically from 1 (largest) to 6 (smallest).",
+ "required": true,
+ "defaultValue": "1"
+ },
+ {
+ "name": "format",
+ "type": "string",
+ "description": "The output formatting style: 'markdown', 'html', or 'plain'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeNumbering",
+ "type": "boolean",
+ "description": "Whether to prefix the heading with an automatic hierarchical number sequence.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "numberingPrefix",
+ "type": "string",
+ "description": "Custom prefix for heading numbering if includeNumbering is true.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted heading string under the key 'formattedHeading'. The string will be ready for inclusion in documentation with proper formatting and level indication."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to generate structured documentation headings programmatically, ensuring consistent formatting for markdown, HTML, or plain text documentation files. It helps automate heading creation with correct levels and optional numbering for organizing document sections.",
+ "limitations": "This tool cannot parse existing documents to detect headings or manage full document structure. It only generates individual headings based on input parameters.",
+ "examples": [
+ "Generate a markdown H2 heading with text 'Installation'.",
+ "Generate an HTML H4 heading for chapter title with numbering.",
+ "Generate a plain text heading level 3 without formatting."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "heading",
+ "generate",
+ "markdown",
+ "html",
+ "formatting"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"headingText\":\"Introduction to API\",\"level\":1,\"format\":\"markdown\",\"includeNumbering\":false}",
+ "description": "Generate a top-level markdown heading 'Introduction to API' without numbering."
+ },
+ {
+ "inputJson": "{\"headingText\":\"Setup Guide\",\"level\":2,\"format\":\"html\",\"includeNumbering\":true,\"numberingPrefix\":\"2.\"}",
+ "description": "Generate a level 2 HTML heading with numbering prefix '2.' for 'Setup Guide'."
+ },
+ {
+ "inputJson": "{\"headingText\":\"Notes\",\"level\":3,\"format\":\"plain\",\"includeNumbering\":false}",
+ "description": "Generate a plain text level 3 heading 'Notes' without any markup or numbering."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Heading",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateWord",
+ "description": "Generates a well-formed, contextually relevant English word based on optional parameters such as desired length, part of speech, theme, or complexity level. Accepts these criteria and returns a suitable word string that can be used for documentation, writing, or creative purposes.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "partOfSpeech",
+ "type": "string",
+ "description": "Specifies the desired part of speech for the generated word, e.g., noun, verb, adjective. If empty, any part of speech may be generated.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "minLength",
+ "type": "number",
+ "description": "The minimum number of letters the generated word should have.",
+ "required": false,
+ "defaultValue": "1"
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "The maximum number of letters the generated word should have.",
+ "required": false,
+ "defaultValue": "15"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Optional semantic theme or category to guide the word selection (e.g., technology, nature, finance).",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "complexityLevel",
+ "type": "string",
+ "description": "Indicates desired complexity of the word such as simple, intermediate, or advanced vocabulary level.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated word as a string and metadata including part of speech, length, and theme if specified."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing a single English word that meets specific criteria such as part of speech, length, theme, or complexity for inclusion in documentation, writing templates, or example content. It helps automate word generation to fit contextual or stylistic needs.",
+ "limitations": "Cannot generate phrases or multiple words at once. Does not provide definitions or detailed linguistic data beyond basic metadata. Outputs only one word per request.",
+ "examples": [
+ "Generate a noun related to technology with 5-8 letters.",
+ "Generate a simple adjective that conveys positivity.",
+ "Generate a complex verb between 7 and 12 letters."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "word-generation",
+ "language",
+ "content-creation",
+ "writing",
+ "vocabulary"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"partOfSpeech\":\"noun\",\"minLength\":5,\"maxLength\":8,\"theme\":\"technology\",\"complexityLevel\":\"\"}",
+ "description": "Generate a technology-themed noun between 5 to 8 letters long."
+ },
+ {
+ "inputJson": "{\"partOfSpeech\":\"adjective\",\"minLength\":3,\"maxLength\":10,\"theme\":\"\",\"complexityLevel\":\"simple\"}",
+ "description": "Generate a simple adjective word of length 3 to 10 letters."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Word",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateLink",
+ "description": "Generates a well-formed hyperlink markdown or HTML snippet based on provided text and URL inputs. It accepts display text, target URL, optional title, link target attribute, and output format, then processes these to produce either markdown or HTML formatted links suitable for embedding in documentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "displayText",
+ "type": "string",
+ "description": "The text to be shown as the clickable link in the output.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "url",
+ "type": "string",
+ "description": "The target URL that the link will point to.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title attribute providing additional info on hover. If empty, no title attribute is added.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "target",
+ "type": "string",
+ "description": "Optional target attribute for HTML links (e.g., _blank). Ignored for markdown output. If empty, target is not included.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Specifies the output format of the link: 'markdown' or 'html'. Defaults to markdown.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing a single string property 'link' with the formatted hyperlink text ready to embed in documentation."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to programmatically create hyperlinks for documentation content, supporting multiple formats (Markdown or HTML) and optional link attributes. It helps automate embedding consistent, properly formatted links based on input parameters in software or technical documents.",
+ "limitations": "This tool only generates the formatted link string; it does not verify URL validity, fetch metadata, or embed complex interactive content. It does not generate link lists or navigation structures, only single links per call.",
+ "examples": [
+ "Generate a markdown link with display text 'OpenAI' pointing to 'https://openai.com'.",
+ "Create an HTML link opening in a new tab with title attribute.",
+ "Produce a simple markdown link without title or target attributes."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "link-generation",
+ "markdown",
+ "html",
+ "automation",
+ "content-creation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"displayText\":\"OpenAI\",\"url\":\"https://openai.com\",\"title\":\"OpenAI Homepage\",\"target\":\"\",\"outputFormat\":\"markdown\"}",
+ "description": "Generate a markdown link with title attribute omitted in output."
+ },
+ {
+ "inputJson": "{\"displayText\":\"TPMJS Tool Registry\",\"url\":\"https://example.com/tools\",\"title\":\"TPMJS Tools\",\"target\":\"_blank\",\"outputFormat\":\"html\"}",
+ "description": "Generate an HTML link opening in a new tab with a title attribute."
+ },
+ {
+ "inputJson": "{\"displayText\":\"Documentation\",\"url\":\"https://docs.example.com\",\"title\":\"\",\"target\":\"\",\"outputFormat\":\"markdown\"}",
+ "description": "Generate a simple markdown link without any title attribute."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Link",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateSentence",
+ "description": "Generates a well-formed, contextually relevant sentence for documentation purposes based on provided keywords, tone, and style preferences. Accepts keywords or phrases related to the documentation topic, optional tone (formal, casual, technical), and style guidelines, and returns a clear, concise sentence suitable for inclusion in user manuals, API docs, or help files.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "keywords",
+ "type": "array",
+ "description": "List of keywords or phrases that the sentence should include or relate to",
+ "required": true,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "Tone of the generated sentence; affects formality and style (e.g., 'formal', 'casual', 'technical')",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "styleGuide",
+ "type": "string",
+ "description": "Optional style guide name or description to tailor sentence construction (e.g., 'APA', 'Microsoft Style Guide')",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "maxLength",
+ "type": "number",
+ "description": "Maximum number of words in the generated sentence to ensure conciseness",
+ "required": false,
+ "defaultValue": "30"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated sentence as a string and metadata such as detected tone and keywords used, facilitating easy integration into documentation pipelines."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to produce clear, relevant sentences for technical or user documentation on specific topics, ensuring the output aligns with desired tone and style standards. It helps automate writing tasks by generating meaningful, concise sentences from key concepts or terms.",
+ "limitations": "Cannot generate multi-sentence paragraphs or fully structured documentation sections. Does not guarantee legal or highly specialized scientific accuracy. Tone and style are approximations based on input parameters.",
+ "examples": [
+ "Generate a formal sentence including keywords 'API', 'authentication', and 'security'.",
+ "Create a casual sentence about 'error handling' and 'debugging'.",
+ "Produce a concise technical sentence adhering to the Microsoft Style Guide on 'performance optimization' and 'caching'."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "sentence-generation",
+ "content-creation",
+ "writing-assistant",
+ "technical-writing",
+ "automation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"keywords\":[\"API\",\"authentication\",\"security\"],\"tone\":\"formal\",\"styleGuide\":\"\",\"maxLength\":25}",
+ "description": "Generate a formal sentence about API authentication security."
+ },
+ {
+ "inputJson": "{\"keywords\":[\"error handling\",\"debugging\"],\"tone\":\"casual\",\"styleGuide\":\"\",\"maxLength\":20}",
+ "description": "Create a casual sentence on error handling and debugging."
+ },
+ {
+ "inputJson": "{\"keywords\":[\"performance optimization\",\"caching\"],\"tone\":\"technical\",\"styleGuide\":\"Microsoft Style Guide\",\"maxLength\":30}",
+ "description": "Produce a technical sentence on performance optimization and caching following the Microsoft Style Guide."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Sentence",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateParagraph",
+ "description": "Generates a coherent, contextually relevant paragraph for documentation based on a given topic, key points, and desired tone. Accepts input parameters specifying the topic, optional key points to include, preferred tone, and target audience. Produces a polished paragraph suitable for integration into technical or user documentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "topic",
+ "type": "string",
+ "description": "The main subject or topic of the paragraph to generate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "keyPoints",
+ "type": "array",
+ "description": "An optional list of specific points or concepts to include within the paragraph to ensure coverage of important details.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "tone",
+ "type": "string",
+ "description": "The desired tone or style of the paragraph, e.g., formal, informal, instructional, friendly.",
+ "required": false,
+ "defaultValue": "formal"
+ },
+ {
+ "name": "targetAudience",
+ "type": "string",
+ "description": "Description of the intended audience for whom the documentation paragraph is being generated, e.g., developers, end users, administrators.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated paragraph text as a string and metadata about the generation such as character count."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when an AI agent needs to create informative, readable paragraphs to document features, concepts, or instructions based on a given topic and specific desired style or audience. It is useful for generating consistent documentation content that can be refined or directly integrated.",
+ "limitations": "This tool generates text based on input parameters but cannot verify factual accuracy or replace domain expert review. It also may not produce paragraphs perfectly matching very niche or complex technical details without detailed key points.",
+ "examples": [
+ "Generate a formal paragraph summarizing a software library feature for developer documentation.",
+ "Produce a friendly explanation paragraph about a product feature aimed at end users.",
+ "Create a technical instruction paragraph including specified troubleshooting steps for system administrators."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "generate",
+ "paragraph",
+ "content creation",
+ "technical writing",
+ "text generation"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"topic\":\"API rate limiting\",\"keyPoints\":[\"definition\",\"importance\",\"common implementation methods\"],\"tone\":\"formal\",\"targetAudience\":\"developers\"}",
+ "description": "Generate a formal paragraph explaining API rate limiting for software developer documentation including common implementation methods."
+ },
+ {
+ "inputJson": "{\"topic\":\"Password reset feature\",\"tone\":\"friendly\",\"targetAudience\":\"end users\"}",
+ "description": "Create a friendly paragraph explaining the password reset feature for end user help documentation without specific key points."
+ },
+ {
+ "inputJson": "{\"topic\":\"Troubleshooting network connectivity issues\",\"keyPoints\":[\"check cables\",\"restart router\",\"verify IP settings\"],\"tone\":\"instructional\",\"targetAudience\":\"system administrators\"}",
+ "description": "Generate an instructional paragraph covering key network troubleshooting steps for system admin documentation."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Paragraph",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateSession",
+ "description": "Generates a structured documentation session summary based on provided analytics data for user interactions within a software platform. Accepts session analytics input including timestamps, user actions, and event details, processes and organizes this information, and produces a readable session report suitable for documentation or analysis.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "sessionId",
+ "type": "string",
+ "description": "Unique identifier for the session to generate documentation for.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "analyticsData",
+ "type": "object",
+ "description": "Raw analytics data object containing user actions, timestamps, event types and metadata for the session.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeSummary",
+ "type": "boolean",
+ "description": "Whether to include a high-level summary of session activity in the output report.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "timeZone",
+ "type": "string",
+ "description": "The time zone to use when formatting date and time values in the session document.",
+ "required": false,
+ "defaultValue": "UTC"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the session documentation, e.g., markdown, html, or plain text.",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated session documentation text in the specified format, along with metadata such as length, creation timestamp, and session ID."
+ },
+ "aiAgent": {
+ "useCase": "Use when an AI assistant needs to convert raw session analytics data of user interactions into a readable, structured document that summarizes key events, sequences and metrics for reporting or review purposes. Helpful for transforming complex analytics into digestible text for documentation or stakeholder communication.",
+ "limitations": "This tool cannot analyze or interpret the semantics of user actions beyond summarizing event metadata; it requires complete and structured analytics input and does not generate real-time analytics documentation.",
+ "examples": [
+ "Generate a markdown session report for user session 12345 with full analytics data",
+ "Create a plain text summary document of session analytics in the EST timezone",
+ "Produce HTML formatted documentation of a session's user interaction events including a summary"
+ ]
+ },
+ "tags": [
+ "documentation",
+ "analytics",
+ "session",
+ "generate",
+ "reporting",
+ "user-interactions",
+ "summary"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sessionId\":\"abc123\",\"analyticsData\":{\"events\":[{\"timestamp\":\"2024-06-01T12:00:00Z\",\"eventType\":\"click\",\"elementId\":\"btn-submit\"},{\"timestamp\":\"2024-06-01T12:01:00Z\",\"eventType\":\"pageview\",\"page\":\"home\"}]},\"includeSummary\":true,\"timeZone\":\"UTC\",\"outputFormat\":\"markdown\"}",
+ "description": "Generate a markdown formatted session documentation with a summary, using UTC time zone."
+ },
+ {
+ "inputJson": "{\"sessionId\":\"sess789\",\"analyticsData\":{\"events\":[{\"timestamp\":\"2024-06-15T08:30:00-04:00\",\"eventType\":\"scroll\",\"scrollDepth\":\"50%\"}]},\"includeSummary\":false,\"timeZone\":\"America/New_York\",\"outputFormat\":\"html\"}",
+ "description": "Generate an HTML session report for a single scroll event without summary in Eastern time zone."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Session",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateAnomaly",
+ "description": "This tool analyzes documentation changes and usage patterns to detect and generate reports on anomalies such as unusual content modifications, access spikes, or metadata irregularities. It accepts changelog data and access logs as inputs, processes them with anomaly detection algorithms, and outputs a structured anomaly report for documentation maintenance and quality assurance.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "changelogData",
+ "type": "array",
+ "description": "Array of documentation change entries, each with timestamps, authors, and content diffs, to analyze for unusual modifications.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "accessLogs",
+ "type": "array",
+ "description": "Array of access log entries including user IDs, timestamps, and actions to detect irregular access patterns.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeWindowHours",
+ "type": "number",
+ "description": "Time window in hours to consider for analyzing anomalies in changes and accesses.",
+ "required": false,
+ "defaultValue": "24"
+ },
+ {
+ "name": "sensitivityLevel",
+ "type": "string",
+ "description": "Level of anomaly sensitivity: 'low', 'medium', or 'high', controls detection thresholds.",
+ "required": false,
+ "defaultValue": "medium"
+ },
+ {
+ "name": "includeMetadataAnalysis",
+ "type": "boolean",
+ "description": "Whether to analyze metadata fields such as tags and version numbers for irregularities.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with anomaly summaries including anomaly type, severity scores, affected documentation sections, timestamps, and suggested next steps for review or correction."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when there is a need to monitor documentation integrity over time, especially to detect unexpected or suspicious changes that could indicate errors, unauthorized edits, or technical issues in documentation systems. It helps maintain high quality and trustworthiness of documentation by flagging anomalies automatically.",
+ "limitations": "This tool cannot automatically fix anomalies or guarantee detection of all subtle issues. It depends on quality and granularity of input changelog and access data. It does not interpret content correctness or semantics beyond pattern anomalies.",
+ "examples": [
+ "Detect unusual spikes in documentation edits in the last 24 hours.",
+ "Identify irregular access patterns to sensitive documentation pages.",
+ "Generate anomaly report with high sensitivity including metadata fields."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "anomaly-detection",
+ "analytics",
+ "quality-assurance",
+ "monitoring"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"changelogData\":[{\"timestamp\":\"2024-06-01T10:00:00Z\",\"author\":\"userA\",\"diff\":\"Added new section on installation.\"},{\"timestamp\":\"2024-06-01T10:05:00Z\",\"author\":\"userB\",\"diff\":\"Deleted entire introduction.\"}],\"accessLogs\":[{\"timestamp\":\"2024-06-01T09:50:00Z\",\"userId\":\"userA\",\"action\":\"edit\"},{\"timestamp\":\"2024-06-01T10:04:00Z\",\"userId\":\"userB\",\"action\":\"edit\"}],\"timeWindowHours\":1,\"sensitivityLevel\":\"high\",\"includeMetadataAnalysis\":true}",
+ "description": "Detect anomalies in edits and accesses within 1 hour with high sensitivity."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Anomaly",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateEvent",
+ "description": "Generates a structured documentation event entry based on provided analytics event details. Accepts event metadata such as event name, description, parameters, and usage context, and outputs a formatted documentation snippet suitable for integration into technical docs or APIs.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "eventName",
+ "type": "string",
+ "description": "The unique name identifier of the analytics event to document.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventDescription",
+ "type": "string",
+ "description": "A detailed explanation of the event's purpose and when it is triggered.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "eventParameters",
+ "type": "array",
+ "description": "An array of objects describing each parameter of the event, including name, type, and description.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "usageContext",
+ "type": "string",
+ "description": "Optional context or examples of where and how this event is used in the application.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format for the event documentation (e.g., markdown, HTML, JSON schema).",
+ "required": false,
+ "defaultValue": "markdown"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated event documentation snippet in the specified format, ready for inclusion in documentation systems."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to automatically generate clear, structured documentation for analytics events in software projects. Ideal for technical writers or AI agents tasked with maintaining up-to-date event tracking docs without manual writing.",
+ "limitations": "This tool cannot validate the correctness or runtime existence of the event; it relies solely on provided input data. It does not generate code or analytics implementation, only documentation.",
+ "examples": [
+ "Generate a markdown snippet documenting a 'UserSignup' event with parameters and use case.",
+ "Produce HTML documentation for a 'PurchaseCompleted' event describing its fields and context.",
+ "Create a JSON schema representation as documentation for a 'PageView' event with no parameters."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "analytics",
+ "event",
+ "generate",
+ "technical-writing"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"eventName\":\"UserSignup\",\"eventDescription\":\"Triggered when a new user successfully completes the signup process.\",\"eventParameters\":[{\"name\":\"userId\",\"type\":\"string\",\"description\":\"Unique identifier of the registered user.\"},{\"name\":\"signupMethod\",\"type\":\"string\",\"description\":\"Method used to signup, e.g., email, Google, Facebook.\"}],\"usageContext\":\"Used to measure conversion rate and analyze new user acquisition channels.\",\"outputFormat\":\"markdown\"}",
+ "description": "Generate markdown documentation for a UserSignup event with parameters and usage context."
+ },
+ {
+ "inputJson": "{\"eventName\":\"PurchaseCompleted\",\"eventDescription\":\"Fires after a successful purchase transaction is confirmed.\",\"eventParameters\":[{\"name\":\"orderId\",\"type\":\"string\",\"description\":\"Unique identifier for the purchase order.\"},{\"name\":\"amount\",\"type\":\"number\",\"description\":\"Total amount paid in the transaction.\"},{\"name\":\"currency\",\"type\":\"string\",\"description\":\"Currency code for the transaction amount.\"}],\"usageContext\":\"Helps in tracking revenue and purchase behaviors for analytics dashboards.\",\"outputFormat\":\"HTML\"}",
+ "description": "Produce an HTML formatted documentation snippet for the PurchaseCompleted analytics event."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Event",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateConversion",
+ "description": "Generates a detailed conversion analysis report based on input user journey and event data. It accepts JSON data of user events or funnel steps and produces a structured document outlining conversion rates, drop-offs, and suggestions in Markdown or HTML format for easy integration into project documentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "eventData",
+ "type": "array",
+ "description": "An array of event objects representing user actions in a funnel or journey, each with timestamps and identifiers.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "funnelSteps",
+ "type": "array",
+ "description": "Ordered list of funnel step names corresponding to user events to define the conversion path.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the generated report, either 'markdown' or 'html'.",
+ "required": false,
+ "defaultValue": "markdown"
+ },
+ {
+ "name": "includeRecommendations",
+ "type": "boolean",
+ "description": "Flag to include conversion optimization suggestions in the output report.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "reportTitle",
+ "type": "string",
+ "description": "Title to use for the generated conversion report document.",
+ "required": false,
+ "defaultValue": "Conversion Analysis Report"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the formatted conversion report as a string, and metadata such as conversion rates per step and overall funnel conversion percentage."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to transform raw user event or funnel data into a clear, structured conversion report for documentation or analytics purposes. Ideal for project managers or analysts preparing documentation to track conversion performance and suggest improvements.",
+ "limitations": "This tool does not collect or validate raw event data. It requires input data formatted to match the expected structure. It cannot replace full analytics platforms or real-time data processing.",
+ "examples": [
+ "Generate a conversion report markdown document from funnel event data for Q2 marketing campaign.",
+ "Create an HTML report showing step-wise conversion rates from provided user journey JSON.",
+ "Produce a conversion analysis with recommendations to identify drop-off points in user signup funnel."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "conversion",
+ "analytics",
+ "reporting",
+ "funnel",
+ "user-journey"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"eventData\":[{\"event\":\"Landing Page Visit\",\"timestamp\":\"2024-05-01T10:00:00Z\",\"userId\":\"user123\"},{\"event\":\"Signup Start\",\"timestamp\":\"2024-05-01T10:05:00Z\",\"userId\":\"user123\"},{\"event\":\"Signup Complete\",\"timestamp\":\"2024-05-01T10:07:00Z\",\"userId\":\"user123\"},{\"event\":\"Landing Page Visit\",\"timestamp\":\"2024-05-01T10:01:00Z\",\"userId\":\"user456\"},{\"event\":\"Signup Start\",\"timestamp\":\"2024-05-01T10:06:00Z\",\"userId\":\"user456\"}],\"funnelSteps\":[\"Landing Page Visit\",\"Signup Start\",\"Signup Complete\"],\"outputFormat\":\"markdown\",\"includeRecommendations\":true,\"reportTitle\":\"Q2 Signup Funnel Conversion Report\"}",
+ "description": "Generate a markdown conversion report for signup funnel with given event data and steps."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Conversion",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateTrend",
+ "description": "Generates a trend analysis report based on input documentation metadata or content metrics. Accepts parameters such as document update frequencies, number of contributors, or usage statistics over time, then analyzes and returns key trend indicators like growth patterns and activity spikes to assist documentation managers in understanding documentation lifecycle and engagement.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "dataSource",
+ "type": "string",
+ "description": "Type of data source to analyze, e.g., 'updateFrequency', 'contributorCounts', or 'usageStats'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeRangeStart",
+ "type": "string",
+ "description": "ISO 8601 date string representing the start of the analysis time range.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "timeRangeEnd",
+ "type": "string",
+ "description": "ISO 8601 date string representing the end of the analysis time range.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "granularity",
+ "type": "string",
+ "description": "Time granularity for trend points, e.g., 'daily', 'weekly', 'monthly'.",
+ "required": false,
+ "defaultValue": "weekly"
+ },
+ {
+ "name": "documentsFilter",
+ "type": "array",
+ "description": "Optional list of document IDs or categories to limit the trend analysis scope.",
+ "required": false,
+ "defaultValue": "[]"
+ },
+ {
+ "name": "includeVisualizations",
+ "type": "boolean",
+ "description": "Whether to include visualization data like trend graphs in the output.",
+ "required": false,
+ "defaultValue": "false"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing analyzed trend data points, summary metrics like percentage growth or decline, detected peaks or anomalies, and optionally visualization data encoding charts or graphs."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to analyze documentation-related data over time to uncover usage or contribution trends, identify patterns of updates or user engagement, and generate summary insights for reporting or decision making. It supports metrics like document update rates, contributor activity, and access statistics.",
+ "limitations": "This tool only analyzes metadata or numeric usage statistics over time; it does not perform deep semantic content analysis or generate summaries of textual content itself. It requires appropriate input data format and time range parameters.",
+ "examples": [
+ "Generate a monthly trend report on document update frequency for the last year.",
+ "Analyze weekly contributor activity trends for a set of API documentation files.",
+ "Provide usage statistics trend with visual charts for the product manuals category in the last six months."
+ ]
+ },
+ "tags": [
+ "trend",
+ "analytics",
+ "documentation",
+ "reporting",
+ "usage",
+ "contributions"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"dataSource\":\"updateFrequency\",\"timeRangeStart\":\"2023-01-01\",\"timeRangeEnd\":\"2023-12-31\",\"granularity\":\"monthly\",\"includeVisualizations\":true}",
+ "description": "Monthly update frequency trends for all documentation in 2023 including visual charts."
+ },
+ {
+ "inputJson": "{\"dataSource\":\"contributorCounts\",\"timeRangeStart\":\"2023-06-01\",\"timeRangeEnd\":\"2024-05-31\",\"granularity\":\"weekly\",\"documentsFilter\":[\"doc123\",\"doc456\"]}",
+ "description": "Weekly contributor counts trend for two specific documents over the last year."
+ },
+ {
+ "inputJson": "{\"dataSource\":\"usageStats\",\"timeRangeStart\":\"2024-01-01\",\"timeRangeEnd\":\"2024-03-31\",\"granularity\":\"daily\",\"includeVisualizations\":false}",
+ "description": "Daily documentation usage statistics trend in Q1 2024 without charts."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Trend",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateKPI",
+ "description": "Generates a detailed KPI (Key Performance Indicator) report document based on provided analytical data and criteria. Accepts raw or processed analytics data along with KPI definitions, processes the data to compute relevant metrics, and outputs a structured document summarizing KPI performance with visualizations and insights, suitable for stakeholder reporting.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "analyticsData",
+ "type": "object",
+ "description": "The raw or aggregated analytics data to be analyzed for KPIs, provided as key-value pairs or nested objects.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "kpiDefinitions",
+ "type": "array",
+ "description": "Array of KPI definitions specifying metric names, calculation formulas, thresholds, and targets to evaluate.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "reportTitle",
+ "type": "string",
+ "description": "Title of the KPI report document to be generated.",
+ "required": false,
+ "defaultValue": "KPI Report"
+ },
+ {
+ "name": "timePeriod",
+ "type": "string",
+ "description": "The time period for which the KPIs should be calculated and reported, e.g., 'Q1 2024' or 'Last 30 days'.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeVisualizations",
+ "type": "boolean",
+ "description": "Whether to include charts and graphs representing KPI trends and comparisons in the report.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the report document, e.g., 'pdf', 'html', or 'markdown'.",
+ "required": false,
+ "defaultValue": "pdf"
+ },
+ {
+ "name": "thresholdAlerts",
+ "type": "boolean",
+ "description": "Flag to highlight KPIs that are below or above defined thresholds or targets in the report.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated KPI report content (string) and metadata such as report format and summary statistics."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you need to create formal KPI reports from analytics data to summarize performance for business or project stakeholders. It helps automate the aggregation, calculation, and presentation of KPIs in a standardized report format.",
+ "limitations": "This tool does not perform raw data collection or cleaning, nor does it replace a full BI system. Visualizations are basic and might not support highly customized charting needs.",
+ "examples": [
+ "Generate a quarterly sales KPI report with visual charts in PDF format.",
+ "Create a KPI summary for website traffic analytics over the past month highlighting underperforming metrics.",
+ "Produce a markdown KPI report comparing current performance against target thresholds."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "KPI",
+ "analytics",
+ "reporting",
+ "performance",
+ "metrics",
+ "business",
+ "visualization"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"analyticsData\":{\"salesTotal\":120000,\"newCustomers\":450,\"churnRate\":0.05},\"kpiDefinitions\":[{\"name\":\"Sales Total\",\"formula\":\"salesTotal\",\"threshold\":100000},{\"name\":\"New Customers\",\"formula\":\"newCustomers\",\"threshold\":400},{\"name\":\"Churn Rate\",\"formula\":\"churnRate\",\"threshold\":0.07}],\"reportTitle\":\"Q1 2024 Sales Performance\",\"timePeriod\":\"Q1 2024\",\"includeVisualizations\":true,\"outputFormat\":\"pdf\",\"thresholdAlerts\":true}",
+ "description": "Generate a PDF KPI report for Q1 2024 sales performance with charts and alerts for thresholds."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "KPI",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateMetric",
+ "description": "Generates analytics metrics based on documentation usage data. Accepts input parameters specifying the documentation platform, metric type (e.g., page views, average read time), time range, and optionally filters like document section or user role. Processes the usage logs to compute and return the requested metric in a structured report format.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "platform",
+ "type": "string",
+ "description": "The documentation platform or source (e.g., 'Confluence', 'ReadTheDocs').",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "metricType",
+ "type": "string",
+ "description": "Type of metric to generate, such as 'pageViews', 'averageReadTime', 'uniqueVisitors', 'bounceRate'.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "startDate",
+ "type": "string",
+ "description": "ISO 8601 formatted start date (YYYY-MM-DD) for the metric time range.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "endDate",
+ "type": "string",
+ "description": "ISO 8601 formatted end date (YYYY-MM-DD) for the metric time range.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "filters",
+ "type": "object",
+ "description": "Optional filter criteria such as {'section': 'API Reference', 'userRole': 'developer'}.",
+ "required": false,
+ "defaultValue": "{}"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the calculated metric value, the metric type, the date range, and any applied filters. Example: { metricType: 'pageViews', value: 15342, startDate: '2024-01-01', endDate: '2024-01-31', filters: {...} }"
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing quantitative insights about documentation consumption to inform product decisions, content improvements, or user engagement strategies. Ideal for generating monthly reports, tracking feature adoption through docs, or analyzing user behavior patterns within a chosen documentation platform.",
+ "limitations": "Cannot retrieve raw user data due to privacy constraints; depends on platform availability of usage logs; does not perform complex predictive analytics or correlation beyond requested metric aggregation.",
+ "examples": [
+ "Generate monthly page views for the API documentation section on our Confluence site for January 2024.",
+ "Calculate the average read time for all help articles visited by users with the 'customer' role in the last quarter.",
+ "Report unique visitor count to the installation guide on ReadTheDocs between specified dates, filtering for new users only."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "analytics",
+ "metrics",
+ "reporting",
+ "usage",
+ "documentation-platform",
+ "data-analysis"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"platform\":\"Confluence\",\"metricType\":\"pageViews\",\"startDate\":\"2024-01-01\",\"endDate\":\"2024-01-31\",\"filters\":{\"section\":\"API Reference\"}}",
+ "description": "Generate total page views for the API Reference section in Confluence for January 2024."
+ },
+ {
+ "inputJson": "{\"platform\":\"ReadTheDocs\",\"metricType\":\"averageReadTime\",\"startDate\":\"2023-10-01\",\"endDate\":\"2023-12-31\",\"filters\":{\"userRole\":\"developer\"}}",
+ "description": "Compute average time spent reading all documentation pages by users with developer role over Q4 2023 on ReadTheDocs."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Metric",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateDashboard",
+ "description": "Generates an interactive analytics dashboard based on input documentation metrics. Accepts JSON-formatted documentation data, processes key performance indicators such as coverage, update frequency, issue counts, and user feedback, then outputs a visually structured dashboard configuration in JSON for rendering or integration.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "metricsData",
+ "type": "object",
+ "description": "JSON object containing documentation metrics such as page views, update frequency, issue reports, and feedback scores.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "dashboardTitle",
+ "type": "string",
+ "description": "Title of the generated dashboard to display as header.",
+ "required": false,
+ "defaultValue": "\"Documentation Analytics Dashboard\""
+ },
+ {
+ "name": "includeCharts",
+ "type": "array",
+ "description": "List of chart types to include in the dashboard such as ['bar', 'line', 'pie'].",
+ "required": false,
+ "defaultValue": "[\"bar\",\"line\"]"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Visual theme of the dashboard, e.g., 'light' or 'dark'.",
+ "required": false,
+ "defaultValue": "\"light\""
+ },
+ {
+ "name": "refreshInterval",
+ "type": "number",
+ "description": "Auto-refresh interval in seconds for dynamic dashboards; 0 means no auto-refresh.",
+ "required": false,
+ "defaultValue": "0"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "A JSON object representing the dashboard layout, including specified charts, data mappings, and visual configurations ready for rendering in a compatible dashboard viewer."
+ },
+ "aiAgent": {
+ "useCase": "AI agents should use this tool to quickly create meaningful visual summaries of documentation-related analytics from raw metric data, enabling insights into documentation performance, user engagement, and issues in a concise dashboard format ideal for monitoring and reporting.",
+ "limitations": "This tool does not perform data collection or metric calculation; it requires preprocessed documentation metrics as input. It also cannot render the dashboard visually, only provides a JSON configuration for visualization tools.",
+ "examples": [
+ "Generate a dashboard highlighting documentation page views and update frequency with bar and line charts.",
+ "Create a dark themed dashboard summarizing issue counts and user feedback scores refreshed every 300 seconds.",
+ "Produce a simple dashboard titled 'API Docs Overview' with pie charts showing content coverage distribution."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "analytics",
+ "dashboard",
+ "visualization",
+ "metrics",
+ "reporting",
+ "data-visualization",
+ "documentation-tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"metricsData\":{\"pageViews\":1200,\"updateFrequency\":5,\"issueReports\":10,\"feedbackScore\":4.2},\"dashboardTitle\":\"Project Docs Metrics\",\"includeCharts\":[\"bar\",\"pie\"],\"theme\":\"light\",\"refreshInterval\":60}",
+ "description": "Generate a dashboard showing key project documentation metrics including page views, update frequency, issue reports, and feedback score with bar and pie charts, refreshing every 60 seconds."
+ },
+ {
+ "inputJson": "{\"metricsData\":{\"pageViews\":3000,\"updateFrequency\":2,\"issueReports\":2,\"feedbackScore\":3.8},\"dashboardTitle\":\"API Docs Summary\",\"includeCharts\":[\"line\"],\"theme\":\"dark\",\"refreshInterval\":0}",
+ "description": "Create a dark-themed dashboard focused on API documentation summary metrics with a line chart and no auto-refresh."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Dashboard",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateForecast",
+ "description": "Generates a business forecast report based on input historical data and assumptions. Accepts time series data and key parameters such as forecast horizon and forecast model type. Processes the data using statistical or machine learning models to produce a detailed forecast summary and visualizations in a structured document format.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "historicalData",
+ "type": "array",
+ "description": "Array of historical data points, each with date and metric value, used as input for forecasting.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "forecastHorizon",
+ "type": "number",
+ "description": "Number of future periods (days, months, etc.) to forecast.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "forecastFrequency",
+ "type": "string",
+ "description": "Frequency of data points, e.g., daily, weekly, monthly, to guide forecasting intervals.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "forecastModel",
+ "type": "string",
+ "description": "Type of forecasting model to use, e.g., ARIMA, exponential smoothing, or 'auto' for automatic selection.",
+ "required": false,
+ "defaultValue": "auto"
+ },
+ {
+ "name": "includeVisualizations",
+ "type": "boolean",
+ "description": "Whether to include charts such as line graphs and confidence intervals in the output document.",
+ "required": false,
+ "defaultValue": "true"
+ },
+ {
+ "name": "confidenceInterval",
+ "type": "number",
+ "description": "Confidence interval percentage (e.g., 95) for forecast uncertainty estimation.",
+ "required": false,
+ "defaultValue": "95"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Format of the output document, e.g., PDF, HTML, or Markdown.",
+ "required": false,
+ "defaultValue": "PDF"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object containing the generated forecast report content as a string, the generated visual assets as base64 strings if included, and metadata about the forecast such as model used and timestamp."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to create comprehensive business forecast documentation from raw historical data, including numerical predictions and explanatory visuals, ideal for reporting, stakeholder presentations, and strategic planning.",
+ "limitations": "The tool depends on quality and completeness of historical data. It provides statistical or ML-based forecasts but does not guarantee forecasting accuracy or account for unforeseen events or qualitative factors.",
+ "examples": [
+ "Generate a 12-month sales forecast report using monthly sales data from the last 3 years, including graphs and confidence intervals.",
+ "Create a 30-day website traffic forecast in HTML format using daily visit counts and specify exponential smoothing model.",
+ "Produce a quarterly revenue forecast in PDF without visualizations using quarterly revenue data and default model selection."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "forecasting",
+ "business",
+ "report generation",
+ "time series",
+ "data analysis"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"historicalData\":[{\"date\":\"2021-01-01\",\"value\":500},{\"date\":\"2021-02-01\",\"value\":520},{\"date\":\"2021-03-01\",\"value\":530}],\"forecastHorizon\":12,\"forecastFrequency\":\"monthly\",\"forecastModel\":\"auto\",\"includeVisualizations\":true,\"confidenceInterval\":95,\"outputFormat\":\"PDF\"}",
+ "description": "Generate a 12-month forecast report from monthly sales data with default model and visualizations."
+ },
+ {
+ "inputJson": "{\"historicalData\":[{\"date\":\"2023-04-01\",\"value\":1200},{\"date\":\"2023-04-02\",\"value\":1300},{\"date\":\"2023-04-03\",\"value\":1250}],\"forecastHorizon\":30,\"forecastFrequency\":\"daily\",\"forecastModel\":\"exponentialSmoothing\",\"includeVisualizations\":true,\"confidenceInterval\":90,\"outputFormat\":\"HTML\"}",
+ "description": "Create 30-day daily traffic forecast in HTML format using exponential smoothing model."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Forecast",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateChart",
+ "description": "Generates customizable charts for documentation from structured data inputs such as JSON or CSV. Processes the data according to specified chart type and styling options, then outputs a chart image (PNG, SVG) or embeddable HTML snippet for integration into documentation pages.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "data",
+ "type": "object",
+ "description": "Structured input data for the chart, either as an array of objects or a parsed JSON structure representing the dataset to visualize.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "chartType",
+ "type": "string",
+ "description": "Type of chart to generate, such as 'bar', 'line', 'pie', 'scatter'. Determines the visualization style.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Optional title text displayed above the chart for context or description.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "xAxisLabel",
+ "type": "string",
+ "description": "Label for the x-axis of the chart, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "yAxisLabel",
+ "type": "string",
+ "description": "Label for the y-axis of the chart, if applicable.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output format of the generated chart: 'png', 'svg', or 'html' for embeddable code snippet.",
+ "required": false,
+ "defaultValue": "png"
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the chart in pixels.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the chart in pixels.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "colorScheme",
+ "type": "string",
+ "description": "Optional color theme or palette name to style the chart colors consistently.",
+ "required": false,
+ "defaultValue": "default"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the chart output, including the data URL or embeddable snippet and metadata about the chart type and dimensions."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to visually represent data within technical documentation or reports. It is particularly useful for generating clear, publication-quality charts from raw data to enhance documentation clarity and impact.",
+ "limitations": "The tool does not perform advanced statistical analysis or data validation. It requires well-structured input data and does not dynamically fetch or interpret external data sources.",
+ "examples": [
+ "Generate a bar chart showing quarterly sales from JSON data.",
+ "Create a pie chart summarizing survey results with a custom color scheme.",
+ "Produce an SVG line chart of website traffic with axis labels and title."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "chart",
+ "visualization",
+ "generate",
+ "media",
+ "data-visualization",
+ "diagram"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"data\":[{\"month\":\"Jan\",\"sales\":120},{\"month\":\"Feb\",\"sales\":150},{\"month\":\"Mar\",\"sales\":90}],\"chartType\":\"bar\",\"title\":\"Quarterly Sales\",\"xAxisLabel\":\"Month\",\"yAxisLabel\":\"Sales\",\"outputFormat\":\"png\",\"width\":600,\"height\":400}",
+ "description": "Generate a bar chart visualizing monthly sales data with axis labels and a title."
+ },
+ {
+ "inputJson": "{\"data\":[{\"category\":\"A\",\"value\":30},{\"category\":\"B\",\"value\":70}],\"chartType\":\"pie\",\"title\":\"Category Distribution\",\"colorScheme\":\"pastel\",\"outputFormat\":\"svg\"}",
+ "description": "Create a pastel-colored pie chart showing category proportions with a title."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Chart",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateGraph",
+ "description": "Generates visual graphs based on structured documentation data inputs such as JSON or Markdown outlining entity relationships or process flows. It processes the input to produce SVG or PNG graph images that can be embedded into documentation, helping users visualize complex information.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "inputData",
+ "type": "string",
+ "description": "Structured data in JSON or Markdown format representing entities and their relationships for graph generation.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "graphType",
+ "type": "string",
+ "description": "Type of graph to generate, e.g., 'flowchart', 'dependency', 'mindmap'. Defaults to 'flowchart'.",
+ "required": false,
+ "defaultValue": "flowchart"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Output image format: 'svg' or 'png'. Defaults to 'svg'.",
+ "required": false,
+ "defaultValue": "svg"
+ },
+ {
+ "name": "theme",
+ "type": "string",
+ "description": "Styling theme for the graph, e.g., 'light', 'dark'. Defaults to 'light'.",
+ "required": false,
+ "defaultValue": "light"
+ },
+ {
+ "name": "width",
+ "type": "number",
+ "description": "Width of the generated graph image in pixels. Defaults to 800.",
+ "required": false,
+ "defaultValue": "800"
+ },
+ {
+ "name": "height",
+ "type": "number",
+ "description": "Height of the generated graph image in pixels. Defaults to 600.",
+ "required": false,
+ "defaultValue": "600"
+ },
+ {
+ "name": "includeLegend",
+ "type": "boolean",
+ "description": "Whether to include a legend describing graph elements. Defaults to true.",
+ "required": false,
+ "defaultValue": "true"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "GraphImageOutput containing the image data encoded as a base64 string and metadata about the generated graph."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when documentation content requires visual representation of relationships, workflows, hierarchies, or dependencies derived from structured data inputs to enhance understanding and user engagement. Ideal during documentation creation or updates where visual graphs clarify complex concepts.",
+ "limitations": "This tool does not generate graphs from unstructured natural language text directly; input data must be structured. It also cannot produce interactive or animated graphs, only static images.",
+ "examples": [
+ "Generate a flowchart from given JSON describing process steps.",
+ "Create a dependency graph from Markdown documentation input.",
+ "Produce a mindmap visualizing topic relationships based on structured data."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "graph",
+ "visualization",
+ "diagram",
+ "svg",
+ "png",
+ "flowchart",
+ "dependency"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputData\":\"{\\\"nodes\\\":[{\\\"id\\\":\\\"start\\\",\\\"label\\\":\\\"Start\\\"},{\\\"id\\\":\\\"step1\\\",\\\"label\\\":\\\"Step 1\\\"}],\\\"edges\\\":[{\\\"from\\\":\\\"start\\\",\\\"to\\\":\\\"step1\\\"}]}\",\"graphType\":\"flowchart\",\"outputFormat\":\"svg\",\"theme\":\"light\",\"width\":800,\"height\":600,\"includeLegend\":true}",
+ "description": "Generate a basic flowchart SVG image from simple process JSON."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Graph",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateDiagram",
+ "description": "This tool generates visual diagrams from structured input data describing entities and their relationships. It accepts JSON or a structured object that outlines components, connections, and optional styling or layout preferences, then produces a diagram image or SVG output representation suitable for embedding in documentation.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "inputData",
+ "type": "object",
+ "description": "Structured data defining entities, relationships, and attributes the diagram will visualize. Required.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "diagramType",
+ "type": "string",
+ "description": "Type of diagram to generate (e.g., flowchart, classDiagram, sequenceDiagram). Default is 'flowchart'.",
+ "required": false,
+ "defaultValue": "flowchart"
+ },
+ {
+ "name": "styleTheme",
+ "type": "string",
+ "description": "Optional visual style theme for the diagram such as colors and fonts (e.g., 'dark', 'corporate').",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "layoutDirection",
+ "type": "string",
+ "description": "Layout direction for the diagram (e.g., 'LR' for left-to-right, 'TB' for top-to-bottom).",
+ "required": false,
+ "defaultValue": "TB"
+ },
+ {
+ "name": "outputFormat",
+ "type": "string",
+ "description": "Desired output format of the generated diagram (e.g., 'svg', 'png'). Defaults to 'svg'.",
+ "required": false,
+ "defaultValue": "svg"
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "An object containing the generated diagram as a base64-encoded string and metadata such as format and size."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when needing to automatically create clear, structured diagrams from predefined data representing processes, relationships, workflows, or system components to embed in technical documentation or reports. It enables consistent, repeatable diagram generation based on structured inputs.",
+ "limitations": "The tool cannot interpret unstructured natural language descriptions or generate diagrams without explicit structured input. It may not support highly customized or artistic diagram styles beyond predefined themes and basic layout options.",
+ "examples": [
+ "Generate a flowchart diagram illustrating the deployment process from JSON defined nodes and edges.",
+ "Create a UML class diagram from structured input describing classes and relationships.",
+ "Produce a sequence diagram representing interactions over time from an event list in JSON format."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "diagram",
+ "visualization",
+ "flowchart",
+ "uml",
+ "automation",
+ "documentation-tools"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"inputData\":{\"nodes\":[{\"id\":\"start\",\"label\":\"Start\"},{\"id\":\"step1\",\"label\":\"Step 1\"},{\"id\":\"end\",\"label\":\"End\"}],\"edges\":[{\"from\":\"start\",\"to\":\"step1\"},{\"from\":\"step1\",\"to\":\"end\"}]},\"diagramType\":\"flowchart\",\"layoutDirection\":\"LR\",\"outputFormat\":\"svg\"}",
+ "description": "Generate a simple left-to-right flowchart diagram from a JSON structure with nodes and edges."
+ },
+ {
+ "inputJson": "{\"inputData\":{\"classes\":[{\"name\":\"User\",\"properties\":[\"id\",\"name\"],\"methods\":[\"login()\",\"logout()\"]},{\"name\":\"Session\",\"properties\":[\"token\",\"expiry\"],\"methods\":[]},{\"relationships\":[{\"from\":\"User\",\"to\":\"Session\",\"type\":\"association\"}]}]},\"diagramType\":\"classDiagram\"}",
+ "description": "Generate a UML class diagram from structured data defining classes, their properties, methods, and relationships."
+ }
+ ],
+ "qualityScore": 1,
+ "skeleton": {
+ "verb": "generate",
+ "object": "Diagram",
+ "context": null
+ }
+ },
+ {
+ "name": "documentation-tools.generateHTML",
+ "description": "Generates HTML documentation pages from structured input such as Markdown, JSON config, or plain text. It processes the input content, applies optional styling templates, and outputs complete HTML files suitable for documentation websites or standalone references.",
+ "category": "documentation-tools",
+ "parameters": [
+ {
+ "name": "sourceContent",
+ "type": "string",
+ "description": "The raw content of the documentation to convert, e.g., Markdown text or JSON representing docs structure.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "inputFormat",
+ "type": "string",
+ "description": "Format of the sourceContent (e.g., 'markdown', 'json', 'plaintext') determining parsing method.",
+ "required": true,
+ "defaultValue": ""
+ },
+ {
+ "name": "templateHTML",
+ "type": "string",
+ "description": "Optional HTML template with placeholders to style the generated content; must include '{{content}}' marker where docs go.",
+ "required": false,
+ "defaultValue": ""
+ },
+ {
+ "name": "includeTOC",
+ "type": "boolean",
+ "description": "Whether to generate and include a table of contents based on headers in the source content.",
+ "required": false,
+ "defaultValue": "false"
+ },
+ {
+ "name": "title",
+ "type": "string",
+ "description": "Title for the generated HTML page; used in the HTML <title> tag and optionally in page header.",
+ "required": false,
+ "defaultValue": "\"Document\""
+ },
+ {
+ "name": "cssStyles",
+ "type": "string",
+ "description": "Additional CSS styles to embed or link in the generated HTML for custom styling.",
+ "required": false,
+ "defaultValue": ""
+ }
+ ],
+ "returns": {
+ "type": "object",
+ "description": "Returns an object with the generated HTML string under 'html' key and metadata like title and included TOC status."
+ },
+ "aiAgent": {
+ "useCase": "Use this tool when you have raw documentation content (Markdown, JSON, or plaintext) and want to convert it into a styled, web-ready HTML document for publishing or preview. Suitable for building static documentation sites or quick documentation pages.",
+ "limitations": "The tool does not perform deep semantic analysis or advanced interactive UI generation. It relies on provided templates for styling and cannot fully convert complex widgets or scripts within documentation.",
+ "examples": [
+ "Generate HTML documentation from Markdown with default styling.",
+ "Create an HTML page including a custom table of contents from JSON structured docs.",
+ "Produce a styled HTML page using a specified HTML template and embedded CSS."
+ ]
+ },
+ "tags": [
+ "documentation",
+ "HTML",
+ "generate",
+ "markdown",
+ "static site",
+ "docs",
+ "templating"
+ ],
+ "examples": [
+ {
+ "inputJson": "{\"sourceContent\":\"# API Reference\\nThis API allows...\\n## Authentication\\nDetails about...\",\"inputFormat\":\"markdown\",\"templateHTML\":\"<html><head><title>{{title}}{{content}}