Multi-agent pipeline that turns any technical topic into an animated explainer video.
./scripts/auto-episode.sh "BIP 54 Consensus Cleanup" 11 bip54-cleanupOne command in, finished episode out. Researched, storyboarded, animated, and quality-checked by specialized AI agents.
Each phase produces .md artifacts that the next phase reads:
Research (3 parallel) → Merge → Director Review
→ Creative Vision → Storyboard → Director Review + Motion Script
→ Full Build → Visual QA + Hard Gates
→ Critique → Rebuild → Lessons (async)
| # | Phase | Who | What it does |
|---|---|---|---|
| 1 | Research (3 parallel) | 3 agents | Technical deep-dive, visual inspiration, narrative angle — all simultaneous |
| 2 | Director Review | Planner | Reviews merged research, sets creative direction |
| 3 | Creative Vision | Planner | Visual identity — palette, motion personality, signature visual |
| 4 | Storyboard | Planner | Scene-by-scene breakdown — content, canvas zones, camera journey |
| 5 | Director Review + Motion Script | Planner | Storyboard review + timestamped animation spec (merged, one call) |
| 6 | Full Build | Executor | Components + VideoTemplate in one pass |
| 7 | Visual QA + Hard Gates | Automated | Playwright position checks + 10 structural grep checks |
| 8 | Critique (2-3 parallel, 1 iteration default) | 2-3 agents | Visual designer, tech reviewer, audience proxy score /100 |
| 9 | Voiceover (optional) | Executor | ElevenLabs audio generation + duration sync |
| 10 | Lessons Learned (async) | Planner | Cross-episode pattern extraction — runs in background |
Presets: --fast (2 critics, skip lessons), --thorough (3 iterations, 3 critics), or default (1 iteration, 3 critics).
Two agent roles with separated permissions: the Planner reads and writes guidance (can't edit code), the Executor builds what the Planner specifies (can't make creative decisions alone). They communicate through markdown artifacts in .auto-episode/.
| Animation | React + Framer Motion + GSAP |
| Recording | Playwright + FFmpeg (browser to MP4) |
| Voiceover | ElevenLabs (optional, --with-voice) |
| Orchestration | Claude Code CLI with role-restricted tool sets |
# Generate an episode ./scripts/auto-episode.sh "Merkle Trees" 7 merkle-trees # Draft mode — see the episode fast, stop before QA/critique ./scripts/auto-episode.sh "Merkle Trees" 7 merkle-trees --draft # Rebuild — re-render after toolkit/CLAUDE.md changes (uses existing artifacts) ./scripts/auto-episode.sh "Merkle Trees" 7 merkle-trees --rebuild # Preview in browser (hot reload for local iteration) npm run dev:client # → http://localhost:5173/#ep7
Resumable: re-run the same command after a crash and it picks up from the last completed phase.
All flags, all scripts, all workflows: USAGE.md Animation toolkit & episode design rules: CLAUDE.md
- Node.js 20+
- Claude Code CLI (
claude) - Playwright — for visual QA, screenshots, and recording
- FFmpeg — for MP4 export
- ElevenLabs API key (optional, for voiceover)