diff --git a/apps/tutorial/src/components/slides/DiscoverySlide.tsx b/apps/tutorial/src/components/slides/DiscoverySlide.tsx
index 976d814..3033c6b 100644
--- a/apps/tutorial/src/components/slides/DiscoverySlide.tsx
+++ b/apps/tutorial/src/components/slides/DiscoverySlide.tsx
@@ -1,32 +1,6 @@
 'use client';
 
-import { animate, motion, useMotionValue, useTransform } from 'framer-motion';
-import { useEffect, useState } from 'react';
-
-function AnimatedCounter({ value, delay = 0 }: { value: number; delay?: number }) {
-  const count = useMotionValue(0);
-  const rounded = useTransform(count, (latest) => Math.round(latest));
-  const [displayValue, setDisplayValue] = useState(0);
-
-  useEffect(() => {
-    const timeout = setTimeout(() => {
-      const controls = animate(count, value, {
-        duration: 2,
-        ease: 'easeOut',
-      });
-      return () => controls.stop();
-    }, delay * 1000);
-
-    return () => clearTimeout(timeout);
-  }, [count, value, delay]);
-
-  useEffect(() => {
-    const unsubscribe = rounded.on('change', (v) => setDisplayValue(v));
-    return unsubscribe;
-  }, [rounded]);
-
-  return <span>{displayValue}</span>;
-}
+import { motion } from 'framer-motion';
 
 export function DiscoverySlide(): React.ReactElement {
   return (
@@ -53,60 +27,52 @@ export function DiscoverySlide(): React.ReactElement {
           🔍
         </motion.div>
 
-        <h2 className="text-5xl md:text-6xl font-bold text-white mb-4">Automatic Discovery</h2>
+        <h2 className="text-5xl md:text-6xl font-bold text-white mb-4">Two Users, One Surface</h2>
         <p className="text-xl text-white/40 mb-12">
-          npm changes feed synced every{' '}
-          <span className="text-cyan-400 font-semibold">2 minutes</span>
+          Same registry. <span className="text-cyan-400 font-semibold">Different clients.</span>
         </p>
 
-        {/* Stats grid */}
-        <div className="grid grid-cols-1 md:grid-cols-3 gap-8 mt-8">
+        {/* Two user types */}
+        <div className="grid grid-cols-1 md:grid-cols-2 gap-8 mt-8 max-w-4xl mx-auto">
           <motion.div
-            initial={{ opacity: 0, y: 20 }}
-            animate={{ opacity: 1, y: 0 }}
+            initial={{ opacity: 0, x: -30 }}
+            animate={{ opacity: 1, x: 0 }}
             transition={{ delay: 0.5 }}
-            className="p-6 rounded-2xl bg-white/5 border border-white/10"
+            className="p-6 rounded-2xl bg-white/5 border border-white/10 text-left"
           >
-            <div className="text-5xl md:text-6xl font-bold text-cyan-400 font-mono">
-              <AnimatedCounter value={78} delay={0.8} />+
-            </div>
-            <div className="text-white/40 mt-2">Tools Registered</div>
+            <div className="text-4xl mb-4">👨‍💻</div>
+            <div className="text-2xl font-bold text-cyan-400 mb-3">Engineers browsing</div>
+            <ul className="space-y-2 text-white/60">
+              <li>&quot;Show me the best extraction tools&quot;</li>
+              <li>&quot;I need one that supports screenshots&quot;</li>
+              <li>&quot;I need maintained + documented&quot;</li>
+            </ul>
           </motion.div>
 
           <motion.div
-            initial={{ opacity: 0, y: 20 }}
-            animate={{ opacity: 1, y: 0 }}
+            initial={{ opacity: 0, x: 30 }}
+            animate={{ opacity: 1, x: 0 }}
             transition={{ delay: 0.7 }}
-            className="p-6 rounded-2xl bg-white/5 border border-white/10"
+            className="p-6 rounded-2xl bg-white/5 border border-white/10 text-left"
           >
-            <div className="text-5xl md:text-6xl font-bold text-purple-400 font-mono">2m</div>
-            <div className="text-white/40 mt-2">Sync Interval</div>
-          </motion.div>
-
-          <motion.div
-            initial={{ opacity: 0, y: 20 }}
-            animate={{ opacity: 1, y: 0 }}
-            transition={{ delay: 0.9 }}
-            className="p-6 rounded-2xl bg-white/5 border border-white/10"
-          >
-            <div className="text-5xl md:text-6xl font-bold text-emerald-400 font-mono">24/7</div>
-            <div className="text-white/40 mt-2">Always Running</div>
+            <div className="text-4xl mb-4">🤖</div>
+            <div className="text-2xl font-bold text-purple-400 mb-3">Agents selecting</div>
+            <ul className="space-y-2 text-white/60">
+              <li>&quot;I need to scrape a URL into markdown&quot;</li>
+              <li>&quot;I need to summarize a PDF with citations&quot;</li>
+              <li>&quot;I need a company research tool&quot;</li>
+            </ul>
           </motion.div>
         </div>
 
-        {/* Animated sync indicator */}
+        {/* Key insight */}
         <motion.div
           initial={{ opacity: 0 }}
           animate={{ opacity: 1 }}
           transition={{ delay: 1.2 }}
-          className="mt-12 flex items-center justify-center gap-3"
+          className="mt-12 text-white/40 text-lg"
         >
-          <motion.div
-            animate={{ scale: [1, 1.2, 1] }}
-            transition={{ duration: 1.5, repeat: Number.POSITIVE_INFINITY }}
-            className="w-3 h-3 rounded-full bg-emerald-400"
-          />
-          <span className="text-emerald-400/60 font-mono text-sm">Live sync active</span>
+          Results are <span className="text-emerald-400 font-semibold">tool-shaped</span>, not just package-shaped.
         </motion.div>
       </motion.div>
     </div>
diff --git a/apps/tutorial/src/components/slides/GetStartedSlide.tsx b/apps/tutorial/src/components/slides/GetStartedSlide.tsx
index a1a4b2b..b482b0f 100644
--- a/apps/tutorial/src/components/slides/GetStartedSlide.tsx
+++ b/apps/tutorial/src/components/slides/GetStartedSlide.tsx
@@ -6,22 +6,22 @@ const links = [
   {
     label: 'Browse Tools',
     href: 'https://tpmjs.com/tool-search',
-    description: 'Explore the registry',
+    description: 'Use as a discovery portal',
     icon: '🔍',
     gradient: 'from-cyan-500 to-blue-500',
   },
   {
-    label: 'Publish Your Tool',
-    href: 'https://tpmjs.com/publish',
-    description: 'Share with the community',
+    label: 'Publish a Tool',
+    href: 'https://tpmjs.com/docs/publishing',
+    description: 'Clean metadata + examples',
     icon: '📦',
     gradient: 'from-purple-500 to-pink-500',
   },
   {
-    label: 'Read the Docs',
-    href: 'https://tpmjs.com/docs',
-    description: 'Learn everything',
-    icon: '📚',
+    label: 'The Playground',
+    href: 'https://tpmjs.com/playground',
+    description: 'Try tools before adopting',
+    icon: '🎮',
     gradient: 'from-emerald-500 to-teal-500',
   },
 ];
@@ -61,8 +61,8 @@ export function GetStartedSlide(): React.ReactElement {
           🚀
         </motion.div>
 
-        <h2 className="text-5xl md:text-7xl font-bold text-white mb-4">Get Started</h2>
-        <p className="text-xl md:text-2xl text-white/40 mb-16">Join the future of AI tooling</p>
+        <h2 className="text-5xl md:text-7xl font-bold text-white mb-4">Try It</h2>
+        <p className="text-xl md:text-2xl text-white/40 mb-16">Discovery chaos is optional</p>
 
         {/* CTA buttons */}
         <div className="flex flex-col md:flex-row items-center justify-center gap-6">
@@ -120,7 +120,7 @@ export function GetStartedSlide(): React.ReactElement {
           transition={{ delay: 1.2 }}
           className="mt-16 text-white/30 text-sm"
         >
-          Made with ❤️ for the AI community
+          Tools are inevitable. Discovery chaos isn&apos;t.
         </motion.div>
       </motion.div>
     </div>
diff --git a/apps/tutorial/src/components/slides/HowItWorksSlide.tsx b/apps/tutorial/src/components/slides/HowItWorksSlide.tsx
index 5041aab..c44924d 100644
--- a/apps/tutorial/src/components/slides/HowItWorksSlide.tsx
+++ b/apps/tutorial/src/components/slides/HowItWorksSlide.tsx
@@ -3,10 +3,10 @@
 import { motion } from 'framer-motion';
 
 const steps = [
-  { icon: '📦', label: 'npm publish', description: 'Publish your tool to npm' },
-  { icon: '🔍', label: 'Discovery', description: 'Automatic detection' },
-  { icon: '📋', label: 'Registry', description: 'Added to TPMJS' },
-  { icon: '🤖', label: 'AI Agent', description: 'Ready to use' },
+  { icon: '📝', label: 'What it does', description: 'Description, category, tags' },
+  { icon: '⚙️', label: 'How to call it', description: 'Inputs, schema, examples' },
+  { icon: '🔑', label: 'What it needs', description: 'Env vars, auth hints' },
+  { icon: '📊', label: 'Signals', description: 'Downloads, health, freshness' },
 ];
 
 export function HowItWorksSlide(): React.ReactElement {
@@ -21,8 +21,8 @@ export function HowItWorksSlide(): React.ReactElement {
         transition={{ duration: 0.8 }}
         className="relative z-10 max-w-5xl w-full"
       >
-        <h2 className="text-5xl md:text-6xl font-bold text-white mb-4">How It Works</h2>
-        <p className="text-xl text-white/40 mb-16">From npm to AI in 4 simple steps</p>
+        <h2 className="text-5xl md:text-6xl font-bold text-white mb-4">What TPMJS Stores</h2>
+        <p className="text-xl text-white/40 mb-16">For each tool, we expose the useful stuff</p>
 
         {/* Flow diagram */}
         <div className="flex flex-col md:flex-row items-center justify-center gap-4 md:gap-0">
diff --git a/apps/tutorial/src/components/slides/IntegrationSlide.tsx b/apps/tutorial/src/components/slides/IntegrationSlide.tsx
index a876f59..cd7cf21 100644
--- a/apps/tutorial/src/components/slides/IntegrationSlide.tsx
+++ b/apps/tutorial/src/components/slides/IntegrationSlide.tsx
@@ -4,15 +4,14 @@ import { motion } from 'framer-motion';
 import { useEffect, useState } from 'react';
 
 const codeLines = [
-  { text: "import { tool } from '@tpmjs/sdk';", delay: 0.5 },
-  { text: '', delay: 0.8 },
-  { text: '// Get any tool from the registry', delay: 1.0 },
-  { text: "const webSearch = await tool('web-search');", delay: 1.3 },
-  { text: '', delay: 1.6 },
-  { text: '// Use it with your AI agent', delay: 1.8 },
-  { text: 'const result = await webSearch.execute({', delay: 2.1 },
-  { text: "  query: 'latest AI news'", delay: 2.4 },
-  { text: '});', delay: 2.7 },
+  { text: '// Faster tool evaluation', delay: 0.5 },
+  { text: 'const tool = await tpmjs.find({', delay: 0.8 },
+  { text: "  capability: 'web-scraping',", delay: 1.1 },
+  { text: "  minQuality: 0.8", delay: 1.4 },
+  { text: '});', delay: 1.7 },
+  { text: '', delay: 2.0 },
+  { text: '// Schema + examples included', delay: 2.2 },
+  { text: 'console.log(tool.schema, tool.examples);', delay: 2.5 },
 ];
 
 function TypewriterLine({ text, delay }: { text: string; delay: number }) {
@@ -77,8 +76,8 @@ export function IntegrationSlide(): React.ReactElement {
           🔌
         </motion.div>
 
-        <h2 className="text-5xl md:text-6xl font-bold text-white mb-4">Simple Integration</h2>
-        <p className="text-xl text-white/40 mb-12">Three lines of code. That&apos;s it.</p>
+        <h2 className="text-5xl md:text-6xl font-bold text-white mb-4">Immediate Benefits</h2>
+        <p className="text-xl text-white/40 mb-12">Even if you do nothing else</p>
 
         {/* Code block */}
         <motion.div
@@ -108,19 +107,19 @@ export function IntegrationSlide(): React.ReactElement {
           </div>
         </motion.div>
 
-        {/* Framework badges */}
+        {/* Benefits badges */}
         <motion.div
           initial={{ opacity: 0 }}
           animate={{ opacity: 1 }}
           transition={{ delay: 3 }}
           className="mt-8 flex flex-wrap justify-center gap-3"
         >
-          {['Vercel AI SDK', 'LangChain', 'Claude', 'OpenAI'].map((framework) => (
+          {['Less spelunking', 'Schemas + examples', 'Shared vocabulary', 'Tool visibility'].map((benefit) => (
             <span
-              key={framework}
-              className="px-3 py-1 rounded-full bg-white/5 border border-white/10 text-white/50 text-sm"
+              key={benefit}
+              className="px-3 py-1 rounded-full bg-emerald-500/10 border border-emerald-500/20 text-emerald-400/70 text-sm"
             >
-              Works with {framework}
+              {benefit}
             </span>
           ))}
         </motion.div>
diff --git a/apps/tutorial/src/components/slides/ProblemSlide.tsx b/apps/tutorial/src/components/slides/ProblemSlide.tsx
index 3998d54..888d338 100644
--- a/apps/tutorial/src/components/slides/ProblemSlide.tsx
+++ b/apps/tutorial/src/components/slides/ProblemSlide.tsx
@@ -73,12 +73,13 @@ export function ProblemSlide(): React.ReactElement {
           😵
         </motion.div>
 
-        <h2 className="text-5xl md:text-6xl font-bold text-white mb-6">The Problem</h2>
+        <h2 className="text-5xl md:text-6xl font-bold text-white mb-6">Tool Sprawl</h2>
 
-        <p className="text-xl md:text-2xl text-white/60 leading-relaxed">
-          AI tools are <span className="text-red-400 font-semibold">everywhere</span>.
+        <p className="text-xl md:text-2xl text-white/60 leading-relaxed max-w-2xl">
+          In modern agent stacks, tools are the{' '}
+          <span className="text-red-400 font-semibold">real product surface area</span>.
           <br />
-          Finding and trusting them is <span className="text-orange-400 font-semibold">hard</span>.
+          But discovery is the <span className="text-orange-400 font-semibold">bottleneck</span>.
         </p>
 
         <motion.div
@@ -87,7 +88,7 @@ export function ProblemSlide(): React.ReactElement {
           transition={{ delay: 1 }}
           className="mt-12 flex flex-wrap justify-center gap-4"
         >
-          {['Scattered', 'Inconsistent', 'Unverified', 'Fragmented'].map((word, i) => (
+          {['Dozens of packages', 'Missing schemas', 'Vague READMEs', 'Unknown status'].map((word, i) => (
             <motion.span
               key={word}
               initial={{ opacity: 0, y: 20 }}
diff --git a/apps/tutorial/src/components/slides/QualitySlide.tsx b/apps/tutorial/src/components/slides/QualitySlide.tsx
index 3efb9f2..ed7b23a 100644
--- a/apps/tutorial/src/components/slides/QualitySlide.tsx
+++ b/apps/tutorial/src/components/slides/QualitySlide.tsx
@@ -58,10 +58,10 @@ function AnimatedGauge({ value, delay = 0 }: { value: number; delay?: number })
 }
 
 const qualityFactors = [
-  { name: 'Schema Completeness', icon: '📋', score: 95, color: 'cyan' },
-  { name: 'npm Downloads', icon: '📈', score: 78, color: 'purple' },
-  { name: 'Documentation', icon: '📚', score: 88, color: 'emerald' },
-  { name: 'Type Safety', icon: '🛡️', score: 100, color: 'yellow' },
+  { name: 'Quality Signals', icon: '📊', score: 95, color: 'cyan', desc: 'Docs, schema, adoption' },
+  { name: 'Health Checks', icon: '💚', score: 88, color: 'emerald', desc: 'Imports, exports, runs' },
+  { name: 'The Playground', icon: '🎮', score: 92, color: 'purple', desc: 'Try before you adopt' },
+  { name: 'Remote Execution', icon: '☁️', score: 85, color: 'yellow', desc: 'Optional sandbox' },
 ];
 
 export function QualitySlide(): React.ReactElement {
@@ -85,8 +85,8 @@ export function QualitySlide(): React.ReactElement {
           ⭐
         </motion.div>
 
-        <h2 className="text-5xl md:text-6xl font-bold text-white mb-4">Quality Scoring</h2>
-        <p className="text-xl text-white/40 mb-12">Every tool is scored for reliability</p>
+        <h2 className="text-5xl md:text-6xl font-bold text-white mb-4">The Multipliers</h2>
+        <p className="text-xl text-white/40 mb-12">Extra leverage when you&apos;re ready</p>
 
         {/* Main gauge */}
         <motion.div
@@ -109,7 +109,8 @@ export function QualitySlide(): React.ReactElement {
               className="p-4 rounded-xl bg-white/5 border border-white/10"
             >
               <div className="text-3xl mb-2">{factor.icon}</div>
-              <div className="text-sm text-white/60 mb-2">{factor.name}</div>
+              <div className="text-base font-semibold text-white mb-1">{factor.name}</div>
+              <div className="text-xs text-white/40 mb-3">{factor.desc}</div>
               <div className="w-full h-2 bg-white/10 rounded-full overflow-hidden">
                 <motion.div
                   initial={{ width: 0 }}
diff --git a/apps/tutorial/src/components/slides/SolutionSlide.tsx b/apps/tutorial/src/components/slides/SolutionSlide.tsx
index 2a362e3..d9c2309 100644
--- a/apps/tutorial/src/components/slides/SolutionSlide.tsx
+++ b/apps/tutorial/src/components/slides/SolutionSlide.tsx
@@ -29,12 +29,14 @@ export function SolutionSlide(): React.ReactElement {
           ✨
         </motion.div>
 
-        <h2 className="text-5xl md:text-6xl font-bold text-white mb-6">The Solution</h2>
+        <h2 className="text-5xl md:text-6xl font-bold text-white mb-6">TPMJS</h2>
 
-        <p className="text-xl md:text-2xl text-white/60 leading-relaxed mb-12">
-          <span className="text-cyan-400 font-semibold">One registry</span>.
+        <p className="text-xl md:text-2xl text-white/60 leading-relaxed mb-12 max-w-2xl">
+          A registry that indexes AI-tool packages and exposes{' '}
+          <span className="text-cyan-400 font-semibold">normalized, enriched information</span>
           <br />
-          Curated tools. <span className="text-emerald-400 font-semibold">Quality guaranteed</span>.
+          so agents and engineers can{' '}
+          <span className="text-emerald-400 font-semibold">discover the right tool faster</span>.
         </p>
 
         {/* Organized grid of icons */}
@@ -68,7 +70,7 @@ export function SolutionSlide(): React.ReactElement {
           transition={{ delay: 1.5 }}
           className="mt-12 flex flex-wrap justify-center gap-4"
         >
-          {['Organized', 'Consistent', 'Verified', 'Unified'].map((word, i) => (
+          {['Catalog', 'Metadata layer', 'Search surface', 'Consistent contract'].map((word, i) => (
             <motion.span
               key={word}
               initial={{ opacity: 0, y: 20 }}
diff --git a/apps/tutorial/src/components/slides/ToolDetailSlide.tsx b/apps/tutorial/src/components/slides/ToolDetailSlide.tsx
index 85a48d1..88a7b82 100644
--- a/apps/tutorial/src/components/slides/ToolDetailSlide.tsx
+++ b/apps/tutorial/src/components/slides/ToolDetailSlide.tsx
@@ -14,8 +14,8 @@ export function ToolDetailSlide(): React.ReactElement {
         transition={{ duration: 0.8 }}
         className="relative z-10 max-w-4xl w-full"
       >
-        <h2 className="text-5xl md:text-6xl font-bold text-white mb-4">Rich Tool Data</h2>
-        <p className="text-xl text-white/40 mb-12">Everything you need to know about each tool</p>
+        <h2 className="text-5xl md:text-6xl font-bold text-white mb-4">Tool-Shaped Results</h2>
+        <p className="text-xl text-white/40 mb-12">Remove guesswork before you integrate</p>
 
         {/* Mock tool card */}
         <motion.div
diff --git a/apps/tutorial/src/components/slides/WelcomeSlide.tsx b/apps/tutorial/src/components/slides/WelcomeSlide.tsx
index a0ea09b..54de016 100644
--- a/apps/tutorial/src/components/slides/WelcomeSlide.tsx
+++ b/apps/tutorial/src/components/slides/WelcomeSlide.tsx
@@ -56,7 +56,7 @@ export function WelcomeSlide(): React.ReactElement {
         transition={{ duration: 0.8, delay: 0.5 }}
         className="mt-6 text-2xl md:text-3xl text-white/60 font-light max-w-2xl"
       >
-        Tool Package Manager for AI Agents
+        Tool Discovery for AI Agents
       </motion.p>
 
       {/* Decorative line */}