BenStullsBets
70fd367c70
Content-pipeline Increment 2, part 2 (the tooling). Implements design §11.5 (docs/superpowers/specs/2026-06-24-content-pipeline-design.md): - tools/pipeline/track.py — the stage-5 geometry pass. Classical path: a hand-seeded normalized box propagated by OpenCV Lucas-Kanade optical flow (CSRT used instead when a contrib build provides it), sampled to a SPARSE loop-normalized keyframed track + an appear/disappear window. Optional ML detect+track path lazy-imports ultralytics (clear ImportError if absent; base install needs only cv2). Pure helpers (normalize/denormalize, loop_t, infer_window, sample_track, track_to_annotation) are unit-tested; the cv2 propagation is an opt-in integration test on real abyss_wow footage. Semantics are never produced here — geometry only. - Author mode — /author.html + author.js/.css reuse the preview stage: pick a pool clip, scrub, drag a seed box, Run tracker (or Add as static box), author the LEFT detail tiers (general -> scientific+fact) + salience, shift-click to place affect anchors with RIGHT emotion tiers, and Save to manifest. Backend: POST /api/author/track (runs track_seed on the clip's base) + POST /api/author/clip (idempotent upsert via tools.pipeline.manifest — keeps media + provenance, replaces only authored content, reloads in place). The tracker propagates box geometry; all strings/scientific names/facts are hand-typed. - Repointed the pipeline integration test off the retired forest base to the cosmos pool primary. USER_GUIDE simulator section brought current (pools, coast, 3-knob Mood, real-time dream, progressive tiers, author mode). 267 passed / 2 skipped (+ track pure + opt-in real-footage + author endpoint tests). Author UI by-eye review deferred to the operator (no Chrome on this box). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>