# CAD-Documenter Roadmap

## Phase 1: Core Pipeline (MVP) — Week 1

- [ ] Video frame extraction (ffmpeg)
- [ ] Audio transcription (Whisper)
- [ ] Basic vision analysis (component identification)
- [ ] Markdown generation (simple template)
- [ ] CLI skeleton

**Goal:** `cad-doc video.mp4` produces basic markdown output

## Phase 2: Smart Analysis — Week 2

- [ ] Scene change detection
- [ ] Timestamp correlation (frames ↔ transcript)
- [ ] Feature extraction (holes, threads, etc.)
- [ ] Material estimation
- [ ] Improved prompts for vision

**Goal:** Output correlates visual and verbal information intelligently

## Phase 3: Integrations — Week 3

- [ ] Part Manager API integration
- [ ] BOM generation with P/N lookup
- [ ] Atomizer hints generation
- [ ] Atomaste Report Standard PDF

**Goal:** Full integration with Atomaste ecosystem

## Phase 4: Polish — Week 4

- [ ] Interactive mode
- [ ] Gitea auto-publish
- [ ] Error handling and recovery
- [ ] Documentation and examples
- [ ] Tests

**Goal:** Production-ready tool

---

## Success Metrics

- ⏱️ **Time saved:** 4+ hours per assembly documentation
- 📊 **Completeness:** 90%+ of components captured
- 🎯 **Accuracy:** P/N matching >95% with Part Manager
- 📄 **CDR ready:** PDF passes quality review without edits