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feat: e2e product pipeline — scene→recommend→coach→overlay→export (Fixes #17) - #147

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feat: e2e product pipeline — scene→recommend→coach→overlay→export (Fixes #17)#147
laurentketterle-hub wants to merge 8 commits into
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Summary

Implements the end-to-end product pipeline for PoseGuide: photo background → pose coach → overlay export.

Closes #17

What was done

New module:

  • chains: scene → recommend → coach → overlay → export
  • Accepts scene file, preset, or tags as input
  • Generates manifest.json, recommendations.json, coach_bundle.json
  • Renders SVG stick figures and PNG skeleton overlays
  • Graceful fallback when vision extra is missing

New CLI: Product failed: Provide --scene, --tags, or --preset

Tests: (10 tests, 9 pass)

CI: (ruff + pytest on Python 3.11)

Acceptance

  • Single CLI path
  • License-safe demo assets
  • Evidence: logs + overlay images

@laurentketterle-hub

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/attempt 17

@laurentketterle-hub

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Friendly ping 👋 — this PR has been open for 3 days. Is there anything needed for review? Thanks!

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[200 MRG] End-to-end product path: photo background → pose coach → overlay export

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