tpmjs/packages/tools/official/workflow-variant-generate

Workflow Variant Generate

Generate multiple variations of a workflow with configurable constraints for testing, optimization, and exploration.

Installation

npm install @tpmjs/tools-workflow-variant-generate

Usage

import { workflowVariantGenerateTool } from '@tpmjs/tools-workflow-variant-generate';

const result = await workflowVariantGenerateTool.execute({
  workflow: {
    name: 'CI/CD Pipeline',
    description: 'Continuous integration and deployment',
    steps: [
      { action: 'checkout', details: 'Clone repository', duration: 1 },
      { action: 'test', details: 'Run test suite', duration: 5 },
      { action: 'build', details: 'Build production bundle', duration: 3 },
      { action: 'deploy', details: 'Deploy to production', duration: 2 }
    ]
  },
  variationCount: 3,
  constraints: {
    allowStepRemoval: true,
    allowStepModification: true,
    allowReordering: false,
    requiredSteps: ['checkout', 'deploy']
  }
});

console.log(result.variants);
// [
//   {
//     name: 'CI/CD Pipeline (Variant 1)',
//     steps: [...], // Modified version
//     metadata: {
//       variantNumber: 1,
//       hash: 'abc123...',
//       modifications: ['Modified test duration: 5m → 7m']
//     }
//   },
//   ...
// ]

Constraints

Control how variants are generated:

Step Count Constraints

• maxSteps (number) - Maximum steps per variant (default: 20)
• minSteps (number) - Minimum steps per variant (default: 1)

Modification Constraints

• allowStepRemoval (boolean) - Allow removing steps (default: true)
• allowStepModification (boolean) - Allow modifying step properties (default: true)
• allowReordering (boolean) - Allow reordering steps (default: true)
• preserveOrder (boolean) - Force original order (default: false)

Step Constraints

• requiredSteps (string[]) - Step actions that must be included
• forbiddenSteps (string[]) - Step actions that must not be included

Features

• Deterministic Generation: Same input produces same variants
• Constraint Validation: Ensures variants meet all constraints
• Hash Tracking: Each variant has a unique hash for identification
• Modification Logs: Track what changed in each variant
• Dependency Awareness: Respects step dependencies when reordering

Examples

Generate Simple Variants

const result = await workflowVariantGenerateTool.execute({
  workflow: {
    name: 'Deployment',
    steps: [
      { action: 'build' },
      { action: 'test' },
      { action: 'deploy' }
    ]
  },
  variationCount: 5
});

Preserve Order, Allow Modifications

const result = await workflowVariantGenerateTool.execute({
  workflow: {
    name: 'Data Pipeline',
    steps: [
      { action: 'extract', duration: 10 },
      { action: 'transform', duration: 20 },
      { action: 'load', duration: 5 }
    ]
  },
  variationCount: 3,
  constraints: {
    preserveOrder: true,
    allowStepModification: true,
    allowStepRemoval: false
  }
});
// Variants will have same order but different durations/details

Required and Forbidden Steps

const result = await workflowVariantGenerateTool.execute({
  workflow: {
    name: 'Security Scan',
    steps: [
      { action: 'scan-dependencies' },
      { action: 'scan-code' },
      { action: 'scan-secrets' },
      { action: 'generate-report' },
      { action: 'upload-results' }
    ]
  },
  variationCount: 4,
  constraints: {
    requiredSteps: ['generate-report'], // Must include
    forbiddenSteps: ['upload-results'], // Must exclude
    allowStepRemoval: true
  }
});

Optimize for Speed (Fewer Steps)

const result = await workflowVariantGenerateTool.execute({
  workflow: {
    name: 'Full Test Suite',
    steps: [
      { action: 'unit-tests', duration: 5 },
      { action: 'integration-tests', duration: 10 },
      { action: 'e2e-tests', duration: 20 },
      { action: 'performance-tests', duration: 15 },
      { action: 'security-tests', duration: 8 }
    ]
  },
  variationCount: 3,
  constraints: {
    maxSteps: 3, // Optimize by reducing steps
    requiredSteps: ['unit-tests']
  }
});

Generate Test Scenarios

const result = await workflowVariantGenerateTool.execute({
  workflow: {
    name: 'User Onboarding',
    steps: [
      { action: 'create-account' },
      { action: 'verify-email' },
      { action: 'complete-profile' },
      { action: 'setup-preferences' },
      { action: 'tutorial' }
    ]
  },
  variationCount: 5,
  constraints: {
    requiredSteps: ['create-account', 'verify-email'],
    allowStepRemoval: true,
    allowReordering: true
  }
});
// Creates different user flow variants for testing

Output Structure

{
  variants: [
    {
      name: 'Workflow Name (Variant 1)',
      description: 'Workflow description - Variant 1',
      steps: [
        { action: 'step1', details: '...', duration: 5 }
      ],
      metadata: {
        variantNumber: 1,
        derivedFrom: 'Workflow Name',
        generatedAt: '2025-01-01T00:00:00.000Z',
        hash: 'abc123...', // Variant hash
        modifications: [
          'Modified step1 duration: 5m → 7m',
          'Removed step: step2'
        ]
      }
    }
  ],
  originalHash: 'xyz789...', // Original workflow hash
  variantHashes: ['abc123...', 'def456...'] // All variant hashes
}

Use Cases

• A/B Testing: Generate workflow variants for comparison
• Optimization: Explore different execution strategies
• Test Coverage: Create diverse test scenarios
• What-If Analysis: Explore alternative approaches
• Load Testing: Generate varied workload patterns
• Documentation: Show multiple implementation options

Modification Types

The tool can apply these modifications:

1. Step Removal: Remove non-required steps
2. Duration Adjustment: Modify step durations
3. Details Enhancement: Add optimization notes to details
4. Step Reordering: Swap adjacent independent steps
5. Constraint Filtering: Remove forbidden steps

Each variant tracks its modifications in the metadata.

Hash Usage

Hashes can be used for:

• Deduplication: Identify identical variants
• Caching: Cache results by variant hash
• Comparison: Track changes between variants
• Versioning: Version workflows by hash

License

MIT