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a/skills/thebuilders-v2/LESSONS.md b/skills/thebuilders-v2/LESSONS.md new file mode 100644 index 000000000..7f0d8f682 --- /dev/null +++ b/skills/thebuilders-v2/LESSONS.md @@ -0,0 +1,197 @@ +# Lessons Learned - The Builders v2 + +Post-mortem from the OpenAI episode generation session (Jan 6, 2026). + +## Issues & Fixes + +### 1. Wrong Model Used +**Issue:** Used GPT-4o instead of GPT-5.2 as requested +**Result:** 47 turns instead of 120+ +**Fix:** Always confirm model before running. Add `-m` flag to CLI. + +### 2. Script Too Short in Single Pass +**Issue:** Even GPT-5.2 only generated 90 turns when asked for 120+ +**Result:** Episode too shallow (7 min instead of 25 min) +**Fix:** **Section-by-section generation**. LLMs follow length instructions better on smaller chunks with explicit turn targets. + +### 3. TTS Chunked by Size, Not by Speaker +**Issue:** Audio chunks alternated voices randomly instead of per speaker +**Result:** Sounded like a confused monologue +**Fix:** Parse script by ``/`` tags, assign consistent voice per speaker. + +### 4. v3 Style Guide Not Integrated +**Issue:** The Acquired Bible existed but wasn't in the prompts +**Result:** Generic dialogue, not Acquired-style discovery +**Fix:** Include the Bible in EVERY section prompt. The patterns matter: +- Interruptions ("Wait—", "Hold on—") +- Discovery moments ("That's insane", "Wait, really?") +- Distinct perspectives (Maya=technical, James=strategy) + +### 5. No Intro/Greeting +**Issue:** Jumped straight into hook with no "Welcome to..." +**Result:** Felt robotic, not like real hosts +**Fix:** Add INTRO section (8 turns) with: +- Welcome +- Casual banter +- "Today we're covering X" +- Tease the story + +### 6. Voices Too Similar +**Issue:** Used nova/onyx which sound somewhat similar +**Result:** Hard to distinguish hosts +**Fix:** Use more distinct voices: **alloy** (female) + **echo** (male) + +## What Works + +### Section-by-Section +Each section has explicit turn targets: +``` +INTRO: 8 turns +HOOK: 12 turns +ORIGIN: 20 turns +INFLECTION1: 18 turns +INFLECTION2: 18 turns +MESSY_MIDDLE: 14 turns +NOW: 12 turns +TAKEAWAYS: 10 turns +───────────────────── +Total: 112 turns +``` + +### Speaker-Aware TTS +```javascript +// WRONG - chunks by size +for (chunk of script.split(3500)) { + voice = i % 2 === 0 ? 'nova' : 'onyx'; +} + +// RIGHT - parses by speaker +for (turn of script.matchAll(/<(Person[12])>(.+?)<\/Person[12]>/)) { + voice = turn[1] === 'Person1' ? 'alloy' : 'echo'; +} +``` + +### Bible in Every Prompt +The `acquired-bible.md` template contains: +- Host personalities +- Conversation patterns +- Language to use +- What NOT to do + +Including it in every section prompt ensures consistency. + +## Pipeline Summary + +``` +1. Gemini Deep Research (~5 min) +2. Hook Generation (~15s) +3. Section Generation (7 sections × ~20s = ~2.5 min) +4. Speaker-Aware TTS (~45s for 112 turns) +5. FFmpeg Merge (~2s) +──────────────────────────────────── +Total: ~8-10 min for 20-25 min episode +``` + +### 7. Facts Repeated Across Sections +**Issue:** Same facts (hot dog $1.50, renewal rate 93.3%, etc.) repeated 10-20 times +**Costco example:** Hot dog mentioned 19×, renewal rate 20×, chicken 15× +**Root cause:** Each section generated independently with same research context +**Fix:** **Deduplication system** +- Extract key facts after each section +- Pass "DO NOT REPEAT" list to subsequent sections +- Track up to 100 facts across sections + +### 8. Process Dies Mid-Generation +**Issue:** Long-running generation killed by OOM or gateway timeout +**Result:** Lost 30+ minutes of work, had to restart +**Fix:** **Checkpoint system** +- Save each section immediately after generation +- Save state (usedFacts, prevContext) to JSON +- On restart, detect checkpoint and resume from last section +- Location: `/checkpoints/` + +## What Works + +### Checkpoint System +``` +/checkpoints/ +├── section-0.txt # INTRO +├── section-1.txt # HOOK +├── ... +└── state.json # { completedSections: 5, usedFacts: [...] } +``` + +If process dies at section 7, re-run same command → resumes from section 7. + +### Deduplication +``` +Section 0: Extract 17 facts → pass to Section 1 as "DO NOT USE" +Section 1: Extract 16 facts → 33 total blocked +Section 2: Extract 14 facts → 47 total blocked +... +``` + +Result: 100 unique facts tracked, no repetition. + +### Section-by-Section +Each section has explicit turn targets: +``` +INTRO: 8 turns +HOOK: 12 turns +ORIGIN: 20 turns +INFLECTION1: 18 turns +INFLECTION2: 18 turns +MESSY_MIDDLE: 14 turns +NOW: 12 turns +TAKEAWAYS: 10 turns +───────────────────── +Total: 112 turns +``` + +### Speaker-Aware TTS +```javascript +// WRONG - chunks by size +for (chunk of script.split(3500)) { + voice = i % 2 === 0 ? 'nova' : 'onyx'; +} + +// RIGHT - parses by speaker +for (turn of script.matchAll(/<(Person[12])>(.+?)<\/Person[12]>/)) { + voice = turn[1] === 'Person1' ? 'alloy' : 'echo'; +} +``` + +### Bible in Every Prompt +The `acquired-bible.md` template contains: +- Host personalities +- Conversation patterns +- Language to use +- What NOT to do + +Including it in every section prompt ensures consistency. + +## Pipeline Summary + +``` +1. Gemini Deep Research (~5 min) +2. Hook Generation (~15s) +3. Section Generation (11 sections × ~25s = ~4.5 min) [with checkpoints] +4. Speaker-Aware TTS (~2 min for 250+ turns) +5. FFmpeg Merge (~2s) +──────────────────────────────────── +Total: ~12-15 min for 45-60 min deep dive + ~8-10 min for 20 min quick dive +``` + +## Checklist for Future Episodes + +- [ ] Confirm model (gpt-5.2 or better) +- [ ] Run deep research first +- [ ] Generate section-by-section +- [ ] Include Bible in all prompts +- [ ] Parse by speaker tags for TTS +- [ ] Use alloy + echo voices +- [ ] Verify intro section exists +- [ ] Listen to first 30s to check voice distinction +- [ ] Verify no repeated facts (deduplication working) +- [ ] If process dies, just re-run same command (checkpoint resume) diff --git a/skills/thebuilders-v2/SKILL.md b/skills/thebuilders-v2/SKILL.md new file mode 100644 index 000000000..fc8447fda --- /dev/null +++ b/skills/thebuilders-v2/SKILL.md @@ -0,0 +1,111 @@ +# The Builders Podcast Generator v2 + +Generate Acquired-style podcast episodes with two distinct hosts. + +## Two Modes + +| Mode | Flag | Duration | Research | Turns | Use Case | +|------|------|----------|----------|-------|----------| +| **Quick Dive** | `--quick` | 15-20 min | 1 pass Gemini | ~110 | Fast turnaround | +| **Deep Dive** | `--deep` | 45-60 min | 5-layer + o3 synthesis | ~250 | True Acquired-style | + +## Quick Start + +```bash +cd /home/elie/github/clawdis/skills/thebuilders-v2 + +# Quick dive (15-20 min) - default +node scripts/generate.mjs "Costco" -o /tmp/costco + +# Deep dive (45-60 min) +node scripts/generate.mjs "Costco" --deep -o /tmp/costco-deep + +# Skip research (use existing) +node scripts/generate.mjs "Costco" --deep -o /tmp/costco --skip-research +``` + +## Quick Dive Mode + +Single research pass, 8 sections: +- INTRO (8 turns) +- HOOK (12 turns) +- ORIGIN (20 turns) +- INFLECTION_1 (18 turns) +- INFLECTION_2 (18 turns) +- MESSY_MIDDLE (14 turns) +- NOW (12 turns) +- TAKEAWAYS (10 turns) + +**Total: ~112 turns / 15-20 min** + +## Deep Dive Mode + +5-layer research + 11 sections: + +### Research Layers +1. **Overview** - Gemini Deep Research +2. **Founders** - Interview quotes, early stories +3. **Decisions** - Contemporary WSJ/NYT coverage +4. **Financials** - Revenue, margins, metrics +5. **Contrarian** - Failures, criticism, struggles + +### Research Synthesis (o3) +Extracts: +- 50 most surprising facts +- 10 best quotes with attribution +- 5 "Wait, really?" moments +- Key timeline with dates +- Contrarian takes + +### Sections +- INTRO (10 turns) +- HOOK (15 turns) +- ORIGIN (35 turns) - deep founder story +- EARLY_PRODUCT (25 turns) - how it actually worked +- INFLECTION_1 (25 turns) - first major decision +- SCALE (25 turns) - operational details +- INFLECTION_2 (25 turns) - second crisis +- COMPETITION (20 turns) +- CULTURE (20 turns) +- NOW (20 turns) +- TAKEAWAYS (15 turns) + +**Total: ~235 turns / 45-60 min** + +## The Hosts + +| Host | Voice | Perspective | +|------|-------|-------------| +| **Maya Chen** (Person1) | alloy | Technical - "How does this actually work?" | +| **James Porter** (Person2) | echo | Strategic - "For context... The lesson here is..." | + +## Output Files + +``` +output/ +├── research.md # Quick mode research +├── research-combined.md # Deep mode combined research +├── research-synthesis.md # Deep mode o3 synthesis +├── hooks.md # Hook options +├── script.txt # Full dialogue +├── audio/ # Individual turns +└── episode.mp3 # Final episode +``` + +## Time Estimates + +| Mode | Research | Script | TTS | Total | +|------|----------|--------|-----|-------| +| Quick | 5 min | 3 min | 1 min | ~10 min | +| Deep | 15 min | 10 min | 3 min | ~30 min | + +## Key Differences + +| Aspect | Quick | Deep | +|--------|-------|------| +| Research passes | 1 | 5 | +| Research synthesis | None | o3 extracts key facts | +| Sections | 8 | 11 | +| ORIGIN depth | 20 turns | 35 turns | +| Quotes required | Encouraged | Mandatory | +| Context per section | 10KB | 25KB | diff --git a/skills/thebuilders-v2/config/presets.yaml b/skills/thebuilders-v2/config/presets.yaml new file mode 100644 index 000000000..bd7ebce57 --- /dev/null +++ b/skills/thebuilders-v2/config/presets.yaml @@ -0,0 +1,59 @@ +# Episode Presets + +company_deep_dive: + description: "Full company history deep dive" + target_length: 25 # minutes + sections: + - hook + - origin + - inflection_1 + - inflection_2 + - messy_middle + - now + - takeaways + hook_style: story + citation_density: medium + min_turns: 120 + +quick_explainer: + description: "Quick overview of a topic" + target_length: 10 + sections: + - hook + - what + - why + - how + - takeaway + hook_style: question + citation_density: low + min_turns: 50 + +founder_story: + description: "Focus on founder journey" + target_length: 20 + sections: + - hook + - before + - genesis + - struggle + - breakthrough + - now + - lessons + hook_style: story + citation_density: medium + min_turns: 100 + +product_breakdown: + description: "Technical product deep dive" + target_length: 20 + sections: + - hook + - problem + - solution + - architecture + - evolution + - impact + - future + hook_style: data + citation_density: high + min_turns: 100 diff --git a/skills/thebuilders-v2/config/voices.yaml b/skills/thebuilders-v2/config/voices.yaml new file mode 100644 index 000000000..0e0d16c01 --- /dev/null +++ b/skills/thebuilders-v2/config/voices.yaml @@ -0,0 +1,47 @@ +# Host Voice Configuration + +maya: + tag: Person1 + role: Technical Host + tts_voice: nova # OpenAI voice + + personality: + background: "Former software engineer, B2B SaaS founder" + lens: "Technical, mechanical, architectural" + style: "Direct, skeptical of hype, loves clever solutions" + + signature_phrases: + - "Wait, slow down." + - "Show me the numbers." + - "I had to read this three times." + - "That's actually clever because..." + - "How does that actually work?" + - "Let's look at the architecture." + + never_says: + - "From a strategic perspective" + - "The market opportunity" + - "In terms of positioning" + +james: + tag: Person2 + role: Strategy Host + tts_voice: onyx # OpenAI voice + + personality: + background: "Former VC, business history student" + lens: "Strategy, markets, competitive dynamics" + style: "Synthesizer, pattern matcher, historical parallels" + + signature_phrases: + - "For context..." + - "This is the classic [X] playbook." + - "The lesson here is..." + - "What a story." + - "And this is where things get messy." + - "The endgame here is..." + + never_says: + - "Let me explain the architecture" + - "The API design" + - "From a technical standpoint" diff --git a/skills/thebuilders-v2/scripts/generate-sections.mjs b/skills/thebuilders-v2/scripts/generate-sections.mjs new file mode 100755 index 000000000..c5fbe35c8 --- /dev/null +++ b/skills/thebuilders-v2/scripts/generate-sections.mjs @@ -0,0 +1,271 @@ +#!/usr/bin/env node +/** + * Section-by-section podcast script generator + * Generates each section separately to ensure proper length + */ + +import { readFileSync, writeFileSync, mkdirSync } from 'fs'; +import { join, dirname } from 'path'; +import { fileURLToPath } from 'url'; +import { execSync } from 'child_process'; + +const __dirname = dirname(fileURLToPath(import.meta.url)); +const OPENAI_API_KEY = process.env.OPENAI_API_KEY; + +// Section definitions with turn targets +const SECTIONS = [ + { id: 1, name: 'HOOK', turns: 15, minutes: '3-4', description: 'Opening hook, establish central question, create curiosity' }, + { id: 2, name: 'ORIGIN', turns: 25, minutes: '6-7', description: 'Founders, genesis, early bet, market context, human element' }, + { id: 3, name: 'INFLECTION_1', turns: 20, minutes: '5-6', description: 'First major decision point, alternatives, stakes, outcome' }, + { id: 4, name: 'INFLECTION_2', turns: 20, minutes: '5-6', description: 'Second pivot, new challenge, adaptation, insight' }, + { id: 5, name: 'MESSY_MIDDLE', turns: 15, minutes: '3-4', description: 'Near-death moments, internal conflicts, survival' }, + { id: 6, name: 'NOW', turns: 15, minutes: '3-4', description: 'Current position, competition, open questions' }, + { id: 7, name: 'TAKEAWAYS', turns: 12, minutes: '2-3', description: 'Key lessons, frameworks, final thought' }, +]; + +const TOTAL_TURNS = SECTIONS.reduce((sum, s) => sum + s.turns, 0); + +const log = (msg) => console.log(`[${new Date().toISOString().slice(11,19)}] ${msg}`); + +async function llm(prompt, model = 'gpt-5.2') { + const response = await fetch('https://api.openai.com/v1/chat/completions', { + method: 'POST', + headers: { + 'Authorization': `Bearer ${OPENAI_API_KEY}`, + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + model, + messages: [{ role: 'user', content: prompt }], + max_completion_tokens: 8000, + temperature: 0.7, + }), + }); + + if (!response.ok) { + const error = await response.text(); + throw new Error(`API error: ${response.status} - ${error}`); + } + + const data = await response.json(); + return data.choices[0].message.content; +} + +function buildSectionPrompt(section, research, hook, previousSections) { + const hostsInfo = ` +## The Hosts + +**Maya Chen (Person1):** +- Former software engineer, B2B SaaS founder +- Lens: "How does this actually work?" - technical, mechanical +- Skeptical of hype, wants specifics and numbers +- Phrases: "Wait, slow down.", "Show me the numbers.", "That's actually clever because..." + +**James Porter (Person2):** +- Former VC, business history student +- Lens: "What's the business model?" - strategy, markets, competitive dynamics +- Synthesizer, pattern matcher, historical parallels +- Phrases: "For context...", "This is the classic [X] playbook.", "The lesson here is..." +`; + + const formatRules = ` +## Format Rules +- Use and XML tags for each speaker +- Each turn: 2-5 sentences (natural conversation, not monologues) +- Include discovery moments: "Wait, really?", "I had no idea!" +- Use SPECIFIC numbers, dates, dollar amounts from research +- Both hosts should react naturally and build on each other +`; + + const previousContext = previousSections.length > 0 + ? `\n## Previous Sections (for context, don't repeat):\n${previousSections.join('\n\n')}\n` + : ''; + + const sectionSpecific = { + HOOK: `Open with this hook and build on it:\n"${hook}"\n\nEstablish why this story matters. Create curiosity about what's coming.`, + ORIGIN: `Cover the founding story. Who are the founders? What sparked this? What was their early bet? Make them human and relatable.`, + INFLECTION_1: `Cover the FIRST major decision/pivot point. What choice did they face? What alternatives existed? What did they risk? How did it play out?`, + INFLECTION_2: `Cover the SECOND major inflection point. What new challenge emerged? How did they adapt? What insight did they gain?`, + MESSY_MIDDLE: `Cover the struggles. What almost killed them? What internal conflicts existed? Don't glorify - show real struggle.`, + NOW: `Cover current state. Where are they now? Key metrics? Competitive position? What questions remain open?`, + TAKEAWAYS: `Wrap up with lessons learned. What's the key framework? What would you do differently? End with a memorable final thought that ties back to the hook.`, + }; + + return `# Generate Section ${section.id}: ${section.name} + +${hostsInfo} + +## Your Task +Generate EXACTLY ${section.turns} dialogue turns for the ${section.name} section. +Target duration: ${section.minutes} minutes when read aloud. + +## Section Goal +${section.description} + +## Specific Instructions +${sectionSpecific[section.name]} + +${formatRules} + +${previousContext} + +## Research Material +${research} + +--- + +Generate EXACTLY ${section.turns} dialogue turns. Start with then or . +Count your turns carefully - you MUST hit ${section.turns} turns.`; +} + +async function generateSection(section, research, hook, previousSections) { + log(`Generating Section ${section.id}: ${section.name} (target: ${section.turns} turns)...`); + + const prompt = buildSectionPrompt(section, research, hook, previousSections); + const startTime = Date.now(); + + const result = await llm(prompt); + + const elapsed = ((Date.now() - startTime) / 1000).toFixed(1); + const turns = (result.match(//g) || []).length; + + log(`Section ${section.id} complete: ${turns} turns in ${elapsed}s`); + + return { section, result, turns }; +} + +async function main() { + const args = process.argv.slice(2); + const outputDir = args.includes('-o') ? args[args.indexOf('-o') + 1] : './output'; + + console.log(` +╔════════════════════════════════════════════════════════════╗ +║ Section-by-Section Podcast Generator ║ +║ Target: ${TOTAL_TURNS} dialogue turns ║ +╚════════════════════════════════════════════════════════════╝ +`); + + // Load research and hook + const research = readFileSync(join(outputDir, '02-research.md'), 'utf-8'); + const hooksFile = readFileSync(join(outputDir, '03-hooks.md'), 'utf-8'); + const hookMatch = hooksFile.match(/## Story Hook\n\n> "([^"]+)"/); + const hook = hookMatch ? hookMatch[1] : ''; + + log(`Loaded research (${(research.length/1024).toFixed(1)}KB) and hook`); + log(`Hook: "${hook.slice(0, 60)}..."`); + + // Generate sections sequentially + const sections = []; + const previousSections = []; + let totalTurns = 0; + + for (const section of SECTIONS) { + const { result, turns } = await generateSection(section, research, hook, previousSections); + sections.push(result); + previousSections.push(result.slice(0, 500) + '...'); // Keep context manageable + totalTurns += turns; + } + + // Combine all sections + const fullScript = sections.join('\n\n'); + writeFileSync(join(outputDir, '06-script-final.txt'), fullScript); + + log(`\n✅ Script complete: ${totalTurns} total turns`); + log(`Saved to ${join(outputDir, '06-script-final.txt')}`); + + // Generate audio + log('\nGenerating audio...'); + + // Chunk the script + const chunksDir = join(outputDir, 'chunks'); + mkdirSync(chunksDir, { recursive: true }); + + const chunks = []; + let currentChunk = ''; + for (const line of fullScript.split('\n')) { + if (currentChunk.length + line.length > 3500 && currentChunk.length > 1000) { + if (line.startsWith(' { + const num = String(i + 1).padStart(3, '0'); + writeFileSync(join(chunksDir, `chunk-${num}.txt`), chunk); + }); + + // Generate TTS in parallel + const ttsStart = Date.now(); + const audioPromises = chunks.map(async (chunk, i) => { + const num = String(i + 1).padStart(3, '0'); + const text = chunk + .replace(//g, '') + .replace(//g, '') + .replace(//g, '') + .trim() + .slice(0, 4096); + + const outPath = join(chunksDir, `chunk-${num}.mp3`); + + const res = await fetch('https://api.openai.com/v1/audio/speech', { + method: 'POST', + headers: { + 'Authorization': `Bearer ${OPENAI_API_KEY}`, + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + model: 'tts-1', + input: text, + voice: i % 2 === 0 ? 'nova' : 'onyx', + }), + }); + + if (!res.ok) throw new Error(`TTS failed for chunk ${num}`); + + const buffer = await res.arrayBuffer(); + writeFileSync(outPath, Buffer.from(buffer)); + log(`Chunk ${num} audio done`); + return outPath; + }); + + const audioPaths = await Promise.all(audioPromises); + log(`TTS complete in ${((Date.now() - ttsStart) / 1000).toFixed(1)}s`); + + // Merge with ffmpeg + const listFile = join(chunksDir, 'files.txt'); + writeFileSync(listFile, audioPaths.map(p => `file '${p}'`).join('\n')); + + const episodePath = join(outputDir, 'episode.mp3'); + execSync(`ffmpeg -y -f concat -safe 0 -i "${listFile}" -c copy "${episodePath}" 2>/dev/null`); + + // Get duration + const duration = execSync(`ffprobe -v error -show_entries format=duration -of default=noprint_wrappers=1:nokey=1 "${episodePath}"`, { encoding: 'utf-8' }).trim(); + const minutes = (parseFloat(duration) / 60).toFixed(1); + + console.log(` +╔════════════════════════════════════════════════════════════╗ +║ Generation Complete ║ +╠════════════════════════════════════════════════════════════╣ +║ Total turns: ${String(totalTurns).padEnd(44)}║ +║ Duration: ${String(minutes + ' minutes').padEnd(47)}║ +║ Chunks: ${String(chunks.length).padEnd(49)}║ +╚════════════════════════════════════════════════════════════╝ + +Output: ${episodePath} +`); +} + +main().catch(err => { + console.error('Error:', err.message); + process.exit(1); +}); diff --git a/skills/thebuilders-v2/scripts/generate.mjs b/skills/thebuilders-v2/scripts/generate.mjs new file mode 100755 index 000000000..2f93e1c41 --- /dev/null +++ b/skills/thebuilders-v2/scripts/generate.mjs @@ -0,0 +1,639 @@ +#!/usr/bin/env node +/** + * The Builders Podcast Generator v2 + * + * Two modes: + * --quick : 15-20 min episode, single research pass + * --deep : 45-60 min episode, multi-layer research + enhancement + */ + +import { readFileSync, writeFileSync, mkdirSync, readdirSync, existsSync, rmSync } from 'fs'; +import { join, dirname } from 'path'; +import { fileURLToPath } from 'url'; +import { execSync } from 'child_process'; + +const __dirname = dirname(fileURLToPath(import.meta.url)); +const SKILL_DIR = join(__dirname, '..'); +const OPENAI_API_KEY = process.env.OPENAI_API_KEY; + +// Load the Acquired Bible +const BIBLE = readFileSync(join(SKILL_DIR, 'templates/acquired-bible.md'), 'utf-8'); + +// Section definitions - QUICK mode +const SECTIONS_QUICK = [ + { id: 0, name: 'INTRO', turns: 8, description: 'Welcome, casual banter, introduce the company, tease why this story is fascinating' }, + { id: 1, name: 'HOOK', turns: 12, description: 'Open with surprising fact or tension. Central question. Stakes.' }, + { id: 2, name: 'ORIGIN', turns: 20, description: 'Founders as humans. Genesis moment. Early bet. Market context.' }, + { id: 3, name: 'INFLECTION_1', turns: 18, description: 'First major decision. Alternatives. Stakes. What they risked.' }, + { id: 4, name: 'INFLECTION_2', turns: 18, description: 'Second pivot. New challenge. How they adapted.' }, + { id: 5, name: 'MESSY_MIDDLE', turns: 14, description: 'Near-death. Internal conflicts. Real struggle, not glorified.' }, + { id: 6, name: 'NOW', turns: 12, description: 'Current state. Metrics. Competition. Open questions.' }, + { id: 7, name: 'TAKEAWAYS', turns: 10, description: 'Key lessons. Frameworks. Final thought tying back to hook.' }, +]; + +// Section definitions - DEEP mode (more turns, more sections) +const SECTIONS_DEEP = [ + { id: 0, name: 'INTRO', turns: 10, description: 'Welcome, what excited them about this research, why this company matters now' }, + { id: 1, name: 'HOOK', turns: 15, description: 'Vivid opening scene. The moment that defines the company. Stakes made visceral.' }, + { id: 2, name: 'ORIGIN', turns: 35, description: 'Deep founder story - actual quotes, specific moments, human struggles. Market context of the era. What the world looked like.' }, + { id: 3, name: 'EARLY_PRODUCT', turns: 25, description: 'First product/service. How it actually worked mechanically. Early customers. The insight that made it work.' }, + { id: 4, name: 'INFLECTION_1', turns: 25, description: 'First major decision. Board meeting details. What alternatives existed. Quotes from people who were there.' }, + { id: 5, name: 'SCALE', turns: 25, description: 'How they scaled. Operational details. What broke. How they fixed it. Specific numbers.' }, + { id: 6, name: 'INFLECTION_2', turns: 25, description: 'Second pivot or crisis. The moment it almost fell apart. How they survived.' }, + { id: 7, name: 'COMPETITION', turns: 20, description: 'Competitive landscape. Who they beat and how. Who almost beat them.' }, + { id: 8, name: 'CULTURE', turns: 20, description: 'Internal culture. Leadership philosophy. Quotes from employees. What makes them different.' }, + { id: 9, name: 'NOW', turns: 20, description: 'Current state with specific metrics. Recent moves. Open questions. What could go wrong.' }, + { id: 10, name: 'TAKEAWAYS', turns: 15, description: 'Key frameworks. What other companies can learn. Final thought tying back to hook.' }, +]; + +const VOICES = { + Person1: 'alloy', // Maya + Person2: 'echo', // James +}; + +const log = (msg) => console.log(`[${new Date().toISOString().slice(11,19)}] ${msg}`); + +// ============ LLM CALLS ============ + +async function llm(prompt, model = 'gpt-5.2', maxTokens = 8000) { + const response = await fetch('https://api.openai.com/v1/chat/completions', { + method: 'POST', + headers: { + 'Authorization': `Bearer ${OPENAI_API_KEY}`, + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + model, + messages: [{ role: 'user', content: prompt }], + max_completion_tokens: maxTokens, + temperature: 0.8, + }), + }); + + if (!response.ok) { + const error = await response.text(); + throw new Error(`API error: ${response.status} - ${error}`); + } + + const data = await response.json(); + return data.choices[0].message.content; +} + +async function llmO3(prompt) { + // Use o3 for reasoning-heavy tasks + const response = await fetch('https://api.openai.com/v1/chat/completions', { + method: 'POST', + headers: { + 'Authorization': `Bearer ${OPENAI_API_KEY}`, + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + model: 'o3', + messages: [{ role: 'user', content: prompt }], + max_completion_tokens: 16000, + }), + }); + + if (!response.ok) { + const error = await response.text(); + throw new Error(`o3 API error: ${response.status} - ${error}`); + } + + const data = await response.json(); + return data.choices[0].message.content; +} + +// ============ RESEARCH ============ + +async function runGeminiResearch(topic) { + log('Running Gemini Deep Research...'); + const start = Date.now(); + + const result = execSync( + `cd /home/elie/github/clawdis/skills/deepresearch && ./scripts/deepresearch.sh "${topic}"`, + { encoding: 'utf-8', maxBuffer: 50 * 1024 * 1024, timeout: 600000 } + ); + + const elapsed = ((Date.now() - start) / 1000).toFixed(1); + log(`Gemini research complete in ${elapsed}s`); + + return result; +} + +async function runBraveSearch(query, count = 5) { + try { + const result = execSync( + `node /home/elie/github/clawdis/skills/brave-search/scripts/search.mjs "${query}" -n ${count} --content 2>/dev/null`, + { encoding: 'utf-8', maxBuffer: 10 * 1024 * 1024, timeout: 60000 } + ); + return result; + } catch (e) { + return ''; + } +} + +async function runExaSearch(query) { + try { + const result = execSync( + `node /home/elie/github/clawdis/skills/researcher/scripts/research.mjs "${query}" 2>/dev/null`, + { encoding: 'utf-8', maxBuffer: 10 * 1024 * 1024, timeout: 120000 } + ); + return result; + } catch (e) { + return ''; + } +} + +async function multiLayerResearch(topic, company, outputDir) { + log('Starting 5-layer deep research...'); + const research = {}; + + // Layer 1: Overview (Gemini) + log(' Layer 1/5: Overview (Gemini)...'); + research.overview = await runGeminiResearch(topic); + writeFileSync(join(outputDir, 'research-1-overview.md'), research.overview); + + // Layer 2: Founder stories + log(' Layer 2/5: Founder interviews...'); + research.founders = await runBraveSearch(`"${company}" founder interview quotes early days story`, 8); + writeFileSync(join(outputDir, 'research-2-founders.md'), research.founders); + + // Layer 3: Key decisions (contemporary coverage) + log(' Layer 3/5: Contemporary coverage...'); + research.decisions = await runBraveSearch(`"${company}" site:wsj.com OR site:nytimes.com OR site:forbes.com history`, 8); + writeFileSync(join(outputDir, 'research-3-decisions.md'), research.decisions); + + // Layer 4: Financial/operational details + log(' Layer 4/5: Financial details...'); + research.financials = await runBraveSearch(`"${company}" revenue profit margin business model analysis`, 5); + writeFileSync(join(outputDir, 'research-4-financials.md'), research.financials); + + // Layer 5: Contrarian/struggles + log(' Layer 5/5: Struggles and criticism...'); + research.contrarian = await runBraveSearch(`"${company}" almost failed crisis problems criticism`, 5); + writeFileSync(join(outputDir, 'research-5-contrarian.md'), research.contrarian); + + // Combine all research + const combined = `# RESEARCH COMPILATION: ${company} + +## PART 1: OVERVIEW +${research.overview} + +## PART 2: FOUNDER STORIES & INTERVIEWS +${research.founders} + +## PART 3: CONTEMPORARY COVERAGE & KEY DECISIONS +${research.decisions} + +## PART 4: FINANCIAL & OPERATIONAL DETAILS +${research.financials} + +## PART 5: STRUGGLES, CRISES & CRITICISM +${research.contrarian} +`; + + writeFileSync(join(outputDir, 'research-combined.md'), combined); + log('All research layers complete'); + + return combined; +} + +async function synthesizeResearch(research, company, outputDir) { + log('Synthesizing research with o3...'); + + const prompt = `You are a research analyst preparing materials for a deep-dive podcast about ${company}. + +From this research, extract: + +1. **50 MOST SURPRISING FACTS** - specific numbers, dates, details that would make someone say "Wait, really?" + +2. **10 BEST QUOTES** - actual quotes from founders, employees, or articles WITH attribution + Format: "Quote here" — Person Name, Source, Year + +3. **5 "WAIT REALLY?" MOMENTS** - the most counterintuitive or shocking facts + +4. **KEY TIMELINE** - 15-20 most important dates with specific events + +5. **NARRATIVE THREADS** - the 3-4 main story arcs that make this company interesting + +6. **CONTRARIAN TAKES** - what critics say, what almost went wrong, the messy parts + +7. **NUMBERS THAT MATTER** - specific metrics that tell the story (revenue, margins, users, etc.) + +Be SPECIFIC. Include actual numbers, names, dates. No generic statements. + +RESEARCH: +${research.slice(0, 100000)}`; + + const synthesis = await llmO3(prompt); + writeFileSync(join(outputDir, 'research-synthesis.md'), synthesis); + + log('Research synthesis complete'); + return synthesis; +} + +// ============ SCRIPT GENERATION ============ + +function buildSectionPrompt(section, research, synthesis, topic, hook, prevContext, isDeep, usedFacts = []) { + const contextSize = isDeep ? 25000 : 10000; + + const introPrompt = section.name === 'INTRO' ? ` +## INTRO REQUIREMENTS +- Start with "Welcome back to The Builders..." +- Maya introduces herself, then James +- Brief friendly banter about what excited them in the research +- Name the company: "Today we're diving into ${topic}" +- Tease 2-3 surprising things they'll cover +- End with natural transition to the hook +` : ''; + + const hookLine = section.name === 'HOOK' ? ` +## OPENING HOOK TO BUILD ON +"${hook}" +` : ''; + + const synthesisSection = synthesis ? ` +## KEY FACTS & QUOTES TO USE +${synthesis.slice(0, 15000)} +` : ''; + + // DEDUPLICATION: List facts already used in previous sections + const usedFactsSection = usedFacts.length > 0 ? ` +## ⛔ FACTS ALREADY USED - DO NOT REPEAT THESE +The following facts, quotes, and statistics have already been mentioned in earlier sections. +DO NOT use them again. Find NEW facts from the research. + +${usedFacts.map((f, i) => `${i+1}. ${f}`).join('\n')} + +** IMPORTANT: Using any fact from the above list is a critical error. Use DIFFERENT facts.** +` : ''; + + return `# Generate Section ${section.id}: ${section.name} + +${BIBLE} + +## YOUR TASK +Write EXACTLY ${section.turns} dialogue turns for the ${section.name} section. +This should feel like two friends discovering a story together, NOT a lecture. + +## SECTION GOAL +${section.description} + +${introPrompt} +${hookLine} + +${usedFactsSection} + +## FORMAT RULES +- Use (Maya) and (James) XML tags +- Each turn: 2-5 sentences - real conversation, not speeches +- Include AT LEAST 3 interruptions ("Wait—", "Hold on—", "Back up—") +- Include AT LEAST 3 genuine reactions ("That's insane", "Wait, really?", "I had no idea") +- USE SPECIFIC QUOTES from the research with attribution +- USE SPECIFIC NUMBERS and dates +- Maya asks technical "how does this work" questions +- James provides strategic context and patterns +- They BUILD on each other, not just take turns +- **DO NOT REPEAT** any facts from earlier sections + +${synthesisSection} + +## RESEARCH +${research.slice(0, contextSize)} + +${prevContext ? `## PREVIOUS CONTEXT\n${prevContext}\n` : ''} + +--- +Generate EXACTLY ${section.turns} turns. Start with +Include at least 3 NEW specific facts/quotes from the research (not used before). Make it feel like genuine discovery.`; +} + +// Extract key facts from a section for deduplication +async function extractFactsFromSection(sectionText) { + const prompt = `Extract the KEY FACTS mentioned in this podcast section. List each unique fact as a short phrase. + +Focus on: +- Specific numbers (dollars, percentages, counts) +- Specific dates and years +- Direct quotes with attribution +- Named events or milestones +- Specific products, prices, or metrics + +Return ONLY a JSON array of strings, each being a short fact (10-20 words max). +Example: ["$1.50 hot dog price unchanged since 1985", "93.3% renewal rate in US/Canada"] + +Section: +${sectionText}`; + + try { + const result = await llm(prompt, 'gpt-4o-mini', 2000); + const match = result.match(/\[[\s\S]*\]/); + if (match) { + return JSON.parse(match[0]); + } + } catch (e) { + // Fallback: extract numbers and quotes manually + } + + // Fallback extraction + const facts = []; + // Extract quotes + const quotes = sectionText.match(/"[^"]+"\s*—[^<]+/g) || []; + facts.push(...quotes.slice(0, 5).map(q => q.slice(0, 100))); + + // Extract numbers with context + const numbers = sectionText.match(/\$[\d,.]+ (?:million|billion|percent|%)|[\d,]+% |[\d,]+ (?:SKU|warehouse|employee|member|year)/gi) || []; + facts.push(...[...new Set(numbers)].slice(0, 10)); + + return facts; +} + +// ============ TTS ============ + +async function generateTTS(turns, outputDir) { + const audioDir = join(outputDir, 'audio'); + if (existsSync(audioDir)) rmSync(audioDir, { recursive: true }); + mkdirSync(audioDir, { recursive: true }); + + log(`Generating TTS for ${turns.length} turns...`); + const start = Date.now(); + + // Process in batches of 15 + for (let i = 0; i < turns.length; i += 15) { + const batch = turns.slice(i, i + 15); + const promises = batch.map(async (turn, j) => { + const idx = i + j; + const num = String(idx + 1).padStart(4, '0'); + const voice = VOICES[turn.speaker]; + const outPath = join(audioDir, `turn-${num}.mp3`); + + const res = await fetch('https://api.openai.com/v1/audio/speech', { + method: 'POST', + headers: { + 'Authorization': `Bearer ${OPENAI_API_KEY}`, + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + model: 'tts-1-hd', + input: turn.text.slice(0, 4096), + voice: voice, + }), + }); + + if (!res.ok) return null; + const buffer = await res.arrayBuffer(); + writeFileSync(outPath, Buffer.from(buffer)); + return outPath; + }); + + await Promise.all(promises); + log(` ${Math.min(i + 15, turns.length)}/${turns.length} turns`); + } + + const elapsed = ((Date.now() - start) / 1000).toFixed(1); + log(`TTS complete in ${elapsed}s`); + + // Merge with ffmpeg + const files = readdirSync(audioDir).filter(f => f.endsWith('.mp3')).sort(); + const listPath = join(audioDir, 'files.txt'); + writeFileSync(listPath, files.map(f => `file '${join(audioDir, f)}'`).join('\n')); + + const episodePath = join(outputDir, 'episode.mp3'); + execSync(`ffmpeg -y -f concat -safe 0 -i "${listPath}" -c copy "${episodePath}" 2>/dev/null`); + + const duration = execSync( + `ffprobe -v error -show_entries format=duration -of default=noprint_wrappers=1:nokey=1 "${episodePath}"`, + { encoding: 'utf-8' } + ).trim(); + + return { path: episodePath, duration: parseFloat(duration) }; +} + +// ============ MAIN ============ + +async function main() { + const args = process.argv.slice(2); + + if (args.length === 0 || args.includes('--help')) { + console.log(` +Usage: node generate.mjs "" [options] + +Modes: + --quick 15-20 min episode, single research pass (default) + --deep 45-60 min episode, multi-layer research + synthesis + +Options: + -o, --output Output directory (default: ./output) + -m, --model LLM model (default: gpt-5.2) + --skip-research Skip research phase (use existing) + --skip-tts Skip TTS generation + --help Show this help + +Features: + - Auto-resume: If process dies, re-run same command to resume from checkpoint + - Deduplication: Tracks facts across sections to prevent repetition + - Checkpoints saved to: /checkpoints/ + +Examples: + node generate.mjs "Costco" --quick -o /tmp/costco + node generate.mjs "OpenAI" --deep -o /tmp/openai + + # Resume interrupted generation (just re-run same command): + node generate.mjs "OpenAI" --deep -o /tmp/openai +`); + process.exit(0); + } + + const topic = args[0]; + const outputDir = args.includes('-o') ? args[args.indexOf('-o') + 1] : './output'; + const model = args.includes('-m') ? args[args.indexOf('-m') + 1] : 'gpt-5.2'; + const isDeep = args.includes('--deep'); + const skipResearch = args.includes('--skip-research'); + const skipTTS = args.includes('--skip-tts'); + + // Extract company name from topic + const company = topic.split(':')[0].split(' ')[0]; + + const SECTIONS = isDeep ? SECTIONS_DEEP : SECTIONS_QUICK; + const targetTurns = SECTIONS.reduce((sum, s) => sum + s.turns, 0); + const targetDuration = isDeep ? '45-60' : '15-20'; + + mkdirSync(outputDir, { recursive: true }); + + console.log(` +╔════════════════════════════════════════════════════════════╗ +║ The Builders Podcast Generator ║ +║ Mode: ${isDeep ? 'DEEP DIVE (45-60 min)' : 'QUICK DIVE (15-20 min)'} ║ +║ Target: ${targetTurns} turns ║ +╚════════════════════════════════════════════════════════════╝ +`); + + log(`Topic: ${topic}`); + log(`Output: ${outputDir}`); + log(`Model: ${model}`); + + // ---- RESEARCH ---- + let research, synthesis = ''; + const researchPath = join(outputDir, isDeep ? 'research-combined.md' : 'research.md'); + const synthesisPath = join(outputDir, 'research-synthesis.md'); + + if (skipResearch && existsSync(researchPath)) { + log('Using existing research...'); + research = readFileSync(researchPath, 'utf-8'); + if (isDeep && existsSync(synthesisPath)) { + synthesis = readFileSync(synthesisPath, 'utf-8'); + } + } else if (isDeep) { + // Multi-layer research for deep dive + research = await multiLayerResearch(topic, company, outputDir); + synthesis = await synthesizeResearch(research, company, outputDir); + } else { + // Single pass for quick dive + research = await runGeminiResearch(topic); + writeFileSync(researchPath, research); + } + + // ---- GENERATE HOOK ---- + log('Generating hook...'); + const hookPrompt = `Based on this research about ${topic}, generate 3 compelling opening hooks: + +1. A SCENE hook - put us in a specific moment (boardroom, product launch, near-bankruptcy) +2. A DATA hook - a surprising statistic that reframes everything +3. A QUESTION hook - a provocative central question + +Each should be 2-3 sentences, vivid, specific. Mark the best one with [SELECTED]. + +${isDeep ? 'Use specific details from the research - names, dates, numbers.' : ''} + +Research: +${research.slice(0, 15000)}`; + + const hookResponse = await llm(hookPrompt, model); + writeFileSync(join(outputDir, 'hooks.md'), hookResponse); + + // Extract selected hook + const hookMatch = hookResponse.match(/\[SELECTED\][\s\S]*?[""]([^""]+)[""]/); + const hook = hookMatch ? hookMatch[1] : "This is a story that will change how you think about business."; + log(`Hook: "${hook.slice(0, 80)}..."`); + + // ---- GENERATE SECTIONS (with checkpointing) ---- + log(`Generating ${SECTIONS.length} script sections...`); + const allSections = []; + let prevContext = ''; + let totalTurns = 0; + let usedFacts = []; // Track facts across sections for deduplication + + // Checkpoint paths + const checkpointDir = join(outputDir, 'checkpoints'); + const checkpointState = join(checkpointDir, 'state.json'); + mkdirSync(checkpointDir, { recursive: true }); + + // Load existing checkpoint if resuming + let startSection = 0; + if (existsSync(checkpointState)) { + try { + const state = JSON.parse(readFileSync(checkpointState, 'utf-8')); + startSection = state.completedSections || 0; + usedFacts = state.usedFacts || []; + prevContext = state.prevContext || ''; + log(`📂 Resuming from checkpoint: section ${startSection}/${SECTIONS.length}`); + + // Load existing sections + for (let i = 0; i < startSection; i++) { + const sectionPath = join(checkpointDir, `section-${i}.txt`); + if (existsSync(sectionPath)) { + const content = readFileSync(sectionPath, 'utf-8'); + allSections.push(content); + totalTurns += (content.match(//g) || []).length; + } + } + log(` Loaded ${allSections.length} existing sections (${totalTurns} turns)`); + } catch (e) { + log('⚠️ Checkpoint corrupted, starting fresh'); + startSection = 0; + } + } + + for (const section of SECTIONS) { + // Skip already completed sections + if (section.id < startSection) { + continue; + } + + const start = Date.now(); + log(` Section ${section.id}: ${section.name} (target: ${section.turns})...`); + + const prompt = buildSectionPrompt( + section, research, synthesis, topic, hook, prevContext, isDeep, usedFacts + ); + const result = await llm(prompt, model, isDeep ? 12000 : 8000); + + const turns = (result.match(//g) || []).length; + const elapsed = ((Date.now() - start) / 1000).toFixed(1); + log(` → ${turns} turns in ${elapsed}s`); + + allSections.push(result); + prevContext = result.slice(0, isDeep ? 1500 : 800); + totalTurns += turns; + + // Save section checkpoint immediately + writeFileSync(join(checkpointDir, `section-${section.id}.txt`), result); + + // Extract facts from this section to prevent repetition in future sections + if (isDeep && section.id < SECTIONS.length - 1) { + log(` Extracting facts for deduplication...`); + const newFacts = await extractFactsFromSection(result); + usedFacts = [...usedFacts, ...newFacts].slice(-100); // Keep last 100 facts + log(` ${newFacts.length} facts tracked (${usedFacts.length} total)`); + } + + // Save checkpoint state after each section + writeFileSync(checkpointState, JSON.stringify({ + completedSections: section.id + 1, + usedFacts, + prevContext, + timestamp: new Date().toISOString() + }, null, 2)); + log(` 💾 Checkpoint saved`); + } + + // Combine script + const fullScript = allSections.join('\n\n'); + writeFileSync(join(outputDir, 'script.txt'), fullScript); + log(`Script complete: ${totalTurns} total turns`); + + // ---- TTS ---- + if (!skipTTS) { + // Parse turns + const turns = []; + const regex = /<(Person[12])>([\s\S]*?)<\/Person[12]>/g; + let match; + while ((match = regex.exec(fullScript)) !== null) { + turns.push({ speaker: match[1], text: match[2].trim() }); + } + + log(`Parsed ${turns.length} speaker turns`); + log(` Maya (Person1): ${turns.filter(t => t.speaker === 'Person1').length}`); + log(` James (Person2): ${turns.filter(t => t.speaker === 'Person2').length}`); + + const { path, duration } = await generateTTS(turns, outputDir); + + console.log(` +╔════════════════════════════════════════════════════════════╗ +║ Generation Complete ║ +╠════════════════════════════════════════════════════════════╣ +║ Mode: ${isDeep ? 'DEEP DIVE' : 'QUICK DIVE'} ║ +║ Total turns: ${String(totalTurns).padEnd(44)}║ +║ Duration: ${String((duration / 60).toFixed(1) + ' minutes').padEnd(47)}║ +║ Output: ${path.slice(-50).padEnd(49)}║ +╚════════════════════════════════════════════════════════════╝ +`); + } else { + log('TTS skipped'); + } +} + +main().catch(err => { + console.error('Error:', err.message); + process.exit(1); +}); diff --git a/skills/thebuilders-v2/scripts/generate.sh b/skills/thebuilders-v2/scripts/generate.sh new file mode 100755 index 000000000..69a677031 --- /dev/null +++ b/skills/thebuilders-v2/scripts/generate.sh @@ -0,0 +1,22 @@ +#!/bin/bash +# The Builders Podcast Generator v2 +# Usage: ./generate.sh "Topic Name" [output_dir] + +set -e + +SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" +SKILL_DIR="$(dirname "$SCRIPT_DIR")" + +TOPIC="${1:-}" +OUTPUT="${2:-./output}" + +if [ -z "$TOPIC" ]; then + echo "Usage: ./generate.sh \"Topic Name\" [output_dir]" + echo "" + echo "Example:" + echo " ./generate.sh \"OpenAI\" /tmp/openai-episode" + exit 1 +fi + +cd "$SKILL_DIR" +node scripts/generate.mjs "$TOPIC" -o "$OUTPUT" "$@" diff --git a/skills/thebuilders-v2/scripts/llm-helper.mjs b/skills/thebuilders-v2/scripts/llm-helper.mjs new file mode 100644 index 000000000..202ac9990 --- /dev/null +++ b/skills/thebuilders-v2/scripts/llm-helper.mjs @@ -0,0 +1,45 @@ +#!/usr/bin/env node +/** + * Simple LLM helper using OpenAI API directly + */ + +import { readFileSync } from 'fs'; + +const OPENAI_API_KEY = process.env.OPENAI_API_KEY; + +export async function llm(prompt, model = 'gpt-4o') { + const response = await fetch('https://api.openai.com/v1/chat/completions', { + method: 'POST', + headers: { + 'Authorization': `Bearer ${OPENAI_API_KEY}`, + 'Content-Type': 'application/json', + }, + body: JSON.stringify({ + model, + messages: [{ role: 'user', content: prompt }], + max_tokens: 16000, + temperature: 0.7, + }), + }); + + if (!response.ok) { + const error = await response.text(); + throw new Error(`OpenAI API error: ${response.status} - ${error}`); + } + + const data = await response.json(); + return data.choices[0].message.content; +} + +// CLI mode +if (process.argv[1].endsWith('llm-helper.mjs')) { + const input = readFileSync(0, 'utf-8'); // stdin + const model = process.argv[2] || 'gpt-4o'; + + llm(input, model) + .then(result => console.log(result)) + .catch(err => { + console.error(err.message); + process.exit(1); + }); +} diff --git a/skills/thebuilders-v2/templates/acquired-bible.md b/skills/thebuilders-v2/templates/acquired-bible.md new file mode 100644 index 000000000..8fc85a019 --- /dev/null +++ b/skills/thebuilders-v2/templates/acquired-bible.md @@ -0,0 +1,78 @@ +# THE ACQUIRED FORMULA (v3 Style Guide) + +## The Hosts - MUST be distinct + +**Maya Chen (Person1):** +- Former engineer/founder - asks "how does this actually work?" +- SKEPTICAL of hype, wants mechanics and numbers +- Gets excited about clever technical solutions +- Catchphrases: "Wait, slow down.", "Show me the numbers.", "I had to read this three times to believe it.", "That's actually clever because..." + +**James Porter (Person2):** +- Former VC, business historian - analyzes strategy and competitive dynamics +- SYNTHESIZER - sees patterns, makes historical comparisons +- Catchphrases: "For context...", "This is the classic [X] playbook.", "The lesson here is...", "What a story.", "And this is where things get messy." + +## The Dynamic - THIS IS CRITICAL + +- **Discovery together** - both genuinely learning, real reactions +- **Interruptions** - they cut each other off with excitement +- **Different angles** - Maya goes technical, James goes strategic +- **Healthy disagreement** - they sometimes push back on each other +- **Build on each other** - not just taking turns monologuing + +## Conversation Patterns (use these!) + +``` +Maya: "Wait, I have to stop you there. Are you saying they literally..." +James: "Yes! They bet the entire company on this one chip." +Maya: "That's insane. Okay, walk me through how that actually worked." +``` + +``` +James: "For context, at that time the market was..." +Maya: "Hold on - I want to dig into something. The numbers here are wild." +James: "Go for it." +Maya: "So they had [specific stat]. Let that sink in." +James: "That's... actually that explains a lot about what happened next." +``` + +## Language They Use + +- "You would be amazed..." +- "I had to read this three times to believe it..." +- "Here's the thing nobody talks about..." +- "That's insane." +- "Wait, back up." +- "Walk me through..." +- "So THIS is why..." +- "And this is where things get messy." +- "Wait, really?" + +## What NOT to do + +- NO lecturing or monologuing (max 3-4 sentences per turn) +- NO dry recitation of facts +- NO agreeing with everything the other says +- NO identical speech patterns between hosts +- NO skipping the intro/greeting + +## Episode Structure + +0. **INTRO** (8 turns) - Welcome, banter, introduce topic, tease story +1. **HOOK** (12 turns) - Surprising fact/tension, central question, stakes +2. **ORIGIN** (20 turns) - Founders as humans, genesis, early bet, market context +3. **INFLECTION_1** (18 turns) - First major decision, alternatives, stakes +4. **INFLECTION_2** (18 turns) - Second pivot, new challenge, adaptation +5. **MESSY_MIDDLE** (14 turns) - Near-death, conflicts, real struggle +6. **NOW** (12 turns) - Current state, metrics, competition, open questions +7. **TAKEAWAYS** (10 turns) - Key lessons, frameworks, final thought + +**Total: ~112 turns / 20-25 minutes** + +## TTS Voice Mapping + +- **Maya (Person1)**: alloy (clear, energetic female) +- **James (Person2)**: echo (distinct male) +- Use TTS-1-HD for quality +- Parse by speaker tags, NOT by chunk size diff --git a/skills/thebuilders-v2/templates/hook-prompt.md b/skills/thebuilders-v2/templates/hook-prompt.md new file mode 100644 index 000000000..a7c794c4b --- /dev/null +++ b/skills/thebuilders-v2/templates/hook-prompt.md @@ -0,0 +1,79 @@ +# Hook Engineering + +Based on the research below, create 3 compelling episode hooks and analyze each. + +## Research Summary +{{RESEARCH_SUMMARY}} + +## Hook Types + +### 1. Data Hook +Opens with surprising statistics or numbers that create cognitive dissonance. + +**Formula:** [Small thing] → [Big outcome] or [Big thing] → [Unexpected small detail] + +**Example:** +> "In 2007, Nokia had 50% of the global phone market. By 2013, they sold their phone business for $7 billion—less than they'd spent on R&D in a single year." + +### 2. Story Hook +Opens with a specific dramatic moment that drops listener into action. + +**Formula:** Time + Place + Tension + Stakes + +**Example:** +> "It was 2 AM on a Friday when the email landed. 700 OpenAI employees had just signed a letter threatening to quit. The CEO they were defending had been fired 48 hours earlier." + +### 3. Question Hook +Opens with a provocative question that reframes how listener thinks about topic. + +**Formula:** Challenge assumption OR reveal hidden dynamic OR pose genuine mystery + +**Example:** +> "What happens when you build something so powerful that your own board tries to shut it down?" + +--- + +## Your Task + +Generate 3 hooks for this episode, one of each type. For each: + +```markdown +## [Hook Type] Hook + +> "[The actual hook - 2-4 sentences max]" + +**What makes it work:** +- [Specific strength] +- [Another strength] + +**Risk:** +- [Potential weakness] + +**Best for audience who:** +- [Audience type/mood this hook serves] + +**Score:** [X]/10 + +**Follow-up line (Person2's response):** +> "[Natural reaction that builds momentum]" +``` + +## After All Three + +```markdown +## Recommendation + +**Best hook:** [Type] +**Reasoning:** [Why this one wins] +**Backup:** [Second choice and when to use it] +``` + +## Quality Criteria + +A great hook: +- ✓ Creates immediate curiosity +- ✓ Promises value (listener knows what they'll learn) +- ✓ Is specific (names, numbers, dates) +- ✓ Is timeless (no "recently", "this week") +- ✓ Sets up the episode's central question +- ✓ Gives both hosts something to react to diff --git a/skills/thebuilders-v2/templates/outline-prompt.md b/skills/thebuilders-v2/templates/outline-prompt.md new file mode 100644 index 000000000..bfa86834b --- /dev/null +++ b/skills/thebuilders-v2/templates/outline-prompt.md @@ -0,0 +1,96 @@ +# Episode Outline Generator + +Create a structured outline for a podcast episode about: {{TOPIC}} + +## Output Format + +Generate the outline in this exact structure: + +```markdown +# Episode Outline: [Clear Title] + +## Central Question +[One sentence: What's the core question this episode answers?] + +## Hook Options + +### Data Hook +> "[Draft a hook using surprising statistics or numbers]" +Research needed: [What specific data to find] + +### Story Hook +> "[Draft a hook using a dramatic moment or scene]" +Research needed: [What specific story details to find] + +### Question Hook +> "[Draft a hook using a provocative question]" +Research needed: [What context needed to make this land] + +## Episode Arc + +### 1. Hook (3-4 min) +- Opening moment: [What grabs attention?] +- Central question setup: [What are we exploring?] +- Stakes: [Why should listener care?] + +### 2. Origin Story (5-7 min) +- Founders: [Who are they? What's their background?] +- Genesis moment: [What sparked this?] +- Early bet: [What was the initial hypothesis?] +- Human element: [What makes protagonists relatable?] + +### 3. Key Inflection #1 (4-5 min) +- The decision: [What choice did they face?] +- The alternatives: [What else could they have done?] +- The bet: [What did they risk?] +- The outcome: [What happened?] + +### 4. Key Inflection #2 (4-5 min) +- The challenge: [What new obstacle emerged?] +- The pivot: [How did they adapt?] +- The insight: [What did they learn?] + +### 5. The Messy Middle (3-4 min) +- Near-death moment: [What almost killed them?] +- Internal conflict: [What tensions existed?] +- Survival: [How did they make it through?] + +### 6. Where They Are Now (3-4 min) +- Current position: [Market position, key metrics] +- Competitive landscape: [Who else, why winning/losing] +- Open questions: [What's unresolved?] + +### 7. Takeaways (2-3 min) +- Key lesson #1: [Framework or principle] +- Key lesson #2: [What would we do differently?] +- Final thought: [Memorable closing] + +## Research Agenda + +### Must-Have Sources +- [ ] Founder interviews (podcasts, written) +- [ ] Funding announcements / SEC filings +- [ ] Key product launches +- [ ] Competitive context at each inflection + +### Nice-to-Have +- [ ] Internal memos or leaked documents +- [ ] Employee perspectives +- [ ] Customer case studies +- [ ] Analyst reports + +### Specific Questions to Answer +1. [Question that will make hook work] +2. [Question about origin story] +3. [Question about inflection point] +4. [Question about current state] +5. [Contrarian question - what's the counter-narrative?] +``` + +## Guidelines + +- Be SPECIFIC - name exact decisions, dates, people +- Identify GAPS - what do we need to research? +- Think DRAMA - where's the tension in this story? +- Consider BOTH hosts - where will Maya (technical) vs James (strategy) shine? +- Plan DISCOVERY - what can hosts "learn" from each other during episode? diff --git a/skills/thebuilders-v2/templates/research-prompt.md b/skills/thebuilders-v2/templates/research-prompt.md new file mode 100644 index 000000000..c3f3458d1 --- /dev/null +++ b/skills/thebuilders-v2/templates/research-prompt.md @@ -0,0 +1,144 @@ +# Targeted Research with Citations + +Research the following topic according to the outline provided. Track ALL sources. + +## Topic +{{TOPIC}} + +## Outline to Follow +{{OUTLINE}} + +--- + +## Output Format + +Structure your research EXACTLY as follows: + +```markdown +# Research Report: [Topic] + +Generated: [Date] +Sources: [Total count] + +--- + +## Executive Summary +[3-4 sentences: The story in brief, the key insight, why it matters] + +--- + +## Section 1: Origin Story + +### Key Facts +- **Founding:** [Specific date, location, founders] [1] +- **Initial capital:** $[Amount] from [Source] [2] +- **Original vision:** "[Quote or paraphrase]" [3] +- **First product:** [Description] [4] + +### Context +[2-3 sentences setting the scene - what was the market like? what problem existed?] + +### Human Element +[What makes the founders relatable? Early struggles? Quirks?] + +### Usable Quotes +> "[Exact quote]" — [Speaker], [Source] [5] + +--- + +## Section 2: Key Inflection #1 - [Name the Decision] + +### What Happened +- **Date:** [When] +- **Decision:** [What they chose to do] +- **Alternatives:** [What else they could have done] +- **Stakes:** [What they risked] + +### The Numbers +- [Specific metric before] → [Specific metric after] [6] + +### Why It Mattered +[2-3 sentences on consequences] + +### Usable Quotes +> "[Exact quote about this decision]" — [Speaker], [Source] [7] + +--- + +## Section 3: Key Inflection #2 - [Name the Decision] +[Same structure as above] + +--- + +## Section 4: The Messy Middle + +### Near-Death Moments +- [Crisis #1]: [What happened, how they survived] [8] +- [Crisis #2]: [What happened, how they survived] [9] + +### Internal Tensions +- [Conflict or disagreement that shaped company] [10] + +--- + +## Section 5: Current State + +### Position Today +- **Valuation/Revenue:** [Latest numbers] [11] +- **Market share:** [Position] [12] +- **Key metrics:** [What matters for this company] + +### Competitive Landscape +- **Main competitors:** [Who and their position] +- **Why winning/losing:** [Analysis] + +### Open Questions +- [Unresolved strategic question] +- [Unresolved technical question] + +--- + +## Contrarian Corner + +### The Counter-Narrative +[What's the bear case? What do critics say? What might go wrong?] + +### Underreported Angle +[What story isn't being told? What did you find that surprised you?] + +--- + +## Sources + +[1] [Author/Publication]. "[Title]". [Date]. [URL if available] +[2] ... +[3] ... +[Continue numbering all sources] + +--- + +## Research Gaps + +- [ ] [Question we couldn't answer] +- [ ] [Source we couldn't find] +- [ ] [Data point that would strengthen the episode] +``` + +## Citation Rules + +1. EVERY factual claim needs a citation number [X] +2. Use primary sources when possible (founder interviews, SEC filings, earnings calls) +3. Date your sources - prefer recent for current state, contemporary for historical +4. If a fact is disputed, note the disagreement +5. Distinguish between fact and analysis/opinion + +## Quality Checklist + +Before finishing, verify: +- [ ] Every section of the outline has corresponding research +- [ ] All claims are cited +- [ ] At least 2 usable quotes per major section +- [ ] Numbers are specific (not "millions" but "$4.2 million") +- [ ] Dates are specific (not "early 2020" but "February 2020") +- [ ] Counter-narrative is addressed +- [ ] Sources list is complete and formatted diff --git a/skills/thebuilders-v2/templates/review-prompt.md b/skills/thebuilders-v2/templates/review-prompt.md new file mode 100644 index 000000000..64b793f3c --- /dev/null +++ b/skills/thebuilders-v2/templates/review-prompt.md @@ -0,0 +1,101 @@ +# Script Review & Refinement + +Review the following podcast script section by section and suggest improvements. + +## Script to Review +{{SCRIPT}} + +--- + +## Review Each Section + +For each section, provide: + +```markdown +## Section [X]: [Name] + +### Quality Scores +- Hook effectiveness: [X]/10 +- Fact density: [X]/10 +- Natural dialogue: [X]/10 +- Voice consistency: [X]/10 +- Discovery moments: [X]/10 + +### What Works +- [Specific strength] +- [Another strength] + +### Issues Found +1. **[Issue type]**: [Specific problem] + - Line: "[Quote the problematic line]" + - Fix: "[Suggested replacement]" + - Why: [Explanation] + +2. **[Issue type]**: [Specific problem] + ... + +### Voice Check +- Maya in-character: [Yes/No] - [Note if any slip] +- James in-character: [Yes/No] - [Note if any slip] + +### Missing Elements +- [ ] [Something that should be added] +- [ ] [Another missing element] +``` + +## Common Issues to Check + +### Dialogue Issues +- Monologues (turns > 5 sentences) +- Missing reactions ("Wait, really?") +- Unnatural transitions +- Both hosts saying same thing + +### Voice Consistency +- Maya being too strategic +- James being too technical +- Missing signature phrases +- Tone shifts + +### Content Issues +- Unsourced claims +- Vague numbers ("millions" vs "$4.2M") +- Dated references +- Missing "so what?" + +### Engagement Issues +- No discovery moments +- No disagreements +- Predictable flow +- Weak transitions between sections + +--- + +## Final Assessment + +```markdown +## Overall Quality + +**Episode Grade:** [A/B/C] + +**Strengths:** +1. [Top strength] +2. [Another strength] + +**Critical Fixes Needed:** +1. [Must fix before TTS] +2. [Another must-fix] + +**Nice-to-Have Improvements:** +1. [Would improve but not critical] +2. [Another nice-to-have] + +**Estimated Duration:** [X] minutes + +**Ready for TTS:** [Yes / No - needs revision] +``` + +## Output + +After review, provide the complete REVISED script with all fixes applied. +Use the same format (section markers + Person tags). diff --git a/skills/thebuilders-v2/templates/script-prompt.md b/skills/thebuilders-v2/templates/script-prompt.md new file mode 100644 index 000000000..21512aa9f --- /dev/null +++ b/skills/thebuilders-v2/templates/script-prompt.md @@ -0,0 +1,157 @@ +# The Builders Podcast Script Generation v2 + +Generate a complete podcast script with section markers and citation integration. + +## The Hosts + +**Maya Chen (Person1):** +- Former software engineer, founded and sold a B2B SaaS startup +- Lens: "How does this actually work?" - technical, mechanical, architectural +- Skeptical of hype, wants specifics and numbers +- Phrases: "Wait, slow down.", "Show me the numbers.", "I had to read this three times.", "That's actually clever because..." +- NEVER says: "From a strategic perspective", "The market opportunity" + +**James Porter (Person2):** +- Former venture capitalist, studied business history +- Lens: "What's the business model?" - strategy, markets, competitive dynamics +- Synthesizer, pattern matcher, historical parallels +- Phrases: "For context...", "This is the classic [X] playbook.", "The lesson here is...", "What a story." +- NEVER says: "Let me explain the architecture", "The API design" + +## Citation Integration + +Hosts naturally reference sources: +- "According to their Series B deck..." +- "There's this great interview where [Founder] said..." +- "The SEC filing actually shows..." +- "I found this quote from [Year]..." + +## Episode Structure + +### SECTION 1: HOOK (Turns 1-15, ~3-4 min) + +Use this hook: +{{SELECTED_HOOK}} + +Guidelines: +- Open with the hook, let it land +- Person2 reacts with genuine surprise/curiosity +- Establish central question of episode +- Tease what's coming without spoiling +- End section with clear transition to origin + +### SECTION 2: ORIGIN STORY (Turns 16-45, ~6-7 min) + +Cover: +- Who are the founders? Make them human +- What was the genesis moment? +- What was the market context? +- What was their early bet/hypothesis? +- First signs of traction or failure + +Guidelines: +- Maya explores technical origins +- James provides market/strategy context +- Include specific dates, amounts, details +- At least one "I didn't know that" moment + +### SECTION 3: KEY INFLECTION #1 (Turns 46-70, ~5 min) + +Cover: +- What decision did they face? +- What alternatives existed? +- What did they risk? +- How did it play out? + +Guidelines: +- Build tension before revealing outcome +- Explore the "what if they'd done X instead?" +- Use specific numbers for before/after +- Include a quote from the time + +### SECTION 4: KEY INFLECTION #2 (Turns 71-90, ~4 min) + +Cover: +- New challenge or opportunity +- How they adapted/pivoted +- Key insight they gained + +Guidelines: +- Connect to first inflection +- Show evolution of thinking +- Maya: technical implications +- James: strategic implications + +### SECTION 5: MESSY MIDDLE (Turns 91-105, ~3 min) + +Cover: +- Near-death moment(s) +- Internal conflicts +- What almost broke them + +Guidelines: +- Don't glorify - show real struggle +- Include specific stakes ("6 months of runway") +- One host can play devil's advocate + +### SECTION 6: NOW (Turns 106-120, ~3 min) + +Cover: +- Current position and metrics +- Competitive landscape +- Open questions + +Guidelines: +- Timeless framing (position, not news) +- Acknowledge uncertainty about future +- Set up takeaways + +### SECTION 7: TAKEAWAYS (Turns 121-130, ~2-3 min) + +Cover: +- Key lesson(s) +- Framework or principle +- Final memorable thought + +Guidelines: +- Both hosts contribute insights +- Connect back to hook/central question +- End with forward-looking thought +- Final line should resonate + +## Format Rules + +1. Use `` and `` XML tags +2. Each turn: 2-5 sentences (conversation, not monologue) +3. Add section markers: `` +4. Include discovery moments in every section +5. NO news references - timeless only +6. Use SPECIFIC facts from research +7. Both hosts should learn during conversation +8. Minimum 130 turns total + +## Section Marker Format + +``` + +The email arrived at 2 AM... +... + + +Okay, so let's go back to the beginning... +... +``` + +## Research Material + +{{RESEARCH}} + +--- + +## Selected Hook + +{{HOOK}} + +--- + +Generate the complete script now. 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strain, workouts via OAuth2. +homepage: https://github.com/koala73/whoopskill +metadata: {"clawdbot":{"emoji":"💪","requires":{"bins":["whoopskill"],"env":["WHOOP_CLIENT_ID","WHOOP_CLIENT_SECRET","WHOOP_REDIRECT_URI"]}}} +--- + +# whoopskill + +CLI for fetching WHOOP health data (sleep, recovery, strain, workouts). + +## Setup + +1. Create a WHOOP developer app at https://developer.whoop.com +2. Set environment variables: + ```bash + export WHOOP_CLIENT_ID=your_client_id + export WHOOP_CLIENT_SECRET=your_client_secret + export WHOOP_REDIRECT_URI=https://your-callback-url + ``` +3. Install: `npm install -g whoopskill` +4. Login: `whoopskill auth login` + +## Commands + +### Authentication +```bash +whoopskill auth login # OAuth login flow +whoopskill auth logout # Clear tokens +whoopskill auth status # Check token status (shows expiry) +whoopskill auth refresh # Proactively refresh token (for cron jobs) +``` + +### Data Fetching +```bash +whoopskill sleep --pretty --limit 7 # Last 7 sleep records +whoopskill recovery --pretty # Today's recovery +whoopskill workout --pretty --limit 5 # Recent workouts +whoopskill cycle --pretty # Current cycle (strain) +whoopskill summary # One-liner snapshot +whoopskill profile # User profile +whoopskill body # Body measurements +``` + +### Options +- `-d, --date ` — Specific date +- `-l, --limit ` — Max results (default: 25) +- `-a, --all` — Fetch all pages +- `-p, --pretty` — Human-readable output + +## Token Refresh (Important!) + +WHOOP access tokens expire in **1 hour**. The CLI auto-refreshes when making API calls, but if you don't use it for a while, the **refresh token can also expire** (typically 7-30 days). + +### Best Practice: Keep Tokens Fresh +Set up a cron job to refresh tokens regularly: + +```bash +# Every 30 minutes - runs an API call which triggers auto-refresh +*/30 * * * * WHOOP_CLIENT_ID=xxx WHOOP_CLIENT_SECRET=yyy whoopskill cycle --limit 1 > /dev/null 2>&1 +``` + +Or use the explicit refresh command: +```bash +*/30 * * * * WHOOP_CLIENT_ID=xxx WHOOP_CLIENT_SECRET=yyy whoopskill auth refresh > /dev/null 2>&1 +``` + +### If Refresh Token Expires +You'll need to re-authenticate: +```bash +whoopskill auth login +``` + +## Example Outputs + +### Summary +``` +2026-01-07 | Recovery: 68% | Sleep: 74% | Strain: 6.8 | Workouts: 1 +``` + +### Sleep (pretty) +``` +Date: 2026-01-07 +Performance: 74% +Duration: 6h 16m +Efficiency: 86% +Stages: + - Light: 3h 7m + - Deep: 1h 28m + - REM: 1h 41m +Disturbances: 2 +``` + +## Token Storage + +Tokens are stored in `~/.whoop-cli/tokens.json` with 600 permissions. + +## Troubleshooting + +**"Missing WHOOP_CLIENT_ID..."** — Set env vars before running +**"Token refresh failed"** — Refresh token expired, run `whoopskill auth login` +**Empty data** — WHOOP API may be delayed; data syncs from device periodically diff --git a/src/agents/pi-embedded-runner.ts b/src/agents/pi-embedded-runner.ts index ad4eafd57..cc850848e 100644 --- a/src/agents/pi-embedded-runner.ts +++ b/src/agents/pi-embedded-runner.ts @@ -758,6 +758,7 @@ export async function compactEmbeddedPiSession(params: { enqueue?: typeof enqueueCommand; extraSystemPrompt?: string; ownerNumbers?: string[]; + serveBaseUrl?: string; }): Promise { const sessionLane = resolveSessionLane( params.sessionKey?.trim() || params.sessionId, diff --git a/src/agents/pi-tools.ts b/src/agents/pi-tools.ts index f78d9e248..5efac526b 100644 --- a/src/agents/pi-tools.ts +++ b/src/agents/pi-tools.ts @@ -508,6 +508,7 @@ export function createClawdbotCodingTools(options?: { sessionKey?: string; agentDir?: string; config?: ClawdbotConfig; + serveBaseUrl?: string; }): AnyAgentTool[] { const bashToolName = "bash"; const sandbox = options?.sandbox?.enabled ? options.sandbox : undefined; diff --git a/src/agents/tools/serve-tool.ts b/src/agents/tools/serve-tool.ts index 05bec1d7f..3d1c2619e 100644 --- a/src/agents/tools/serve-tool.ts +++ b/src/agents/tools/serve-tool.ts @@ -57,7 +57,7 @@ export function createServeTool(opts?: { baseUrl?: string }): AnyAgentTool { const baseUrl = await resolveServeBaseUrl(opts?.baseUrl); const result = serveCreate( - { path: filePath, slug, title, description, ttl, ogImage }, + { path: filePath, slug: slug || "file", title: title || "", description: description || "", ttl, ogImage }, baseUrl, ); return jsonResult(result);