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CAD-Documenter/ROADMAP.md
Mario Lavoie 1e94a98e5b Initial project scaffold - Phase 1 MVP structure 
Core modules:
- cli.py: Command-line interface with Click
- pipeline.py: Main orchestrator
- video_processor.py: Frame extraction with ffmpeg
- audio_analyzer.py: Whisper transcription
- vision_analyzer.py: Component detection (placeholder)
- doc_generator.py: Markdown + PDF output

Also includes:
- pyproject.toml with uv/hatch config
- Prompts for AI analysis
- Basic tests
- ROADMAP.md with 4-week plan
2026-01-27 20:05:34 +00:00

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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
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