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human-experience-filter-art/docs/superpowers
Ben Stull e210de6f84 docs(spec): content pipeline design — source → process → label → manifest (session 0014)
Brainstormed + scoped the content pipeline that turns strict-PD source clips into
shippable, seamless-looping, labelled neutral bases for the scale ring.

Decisions settled this session:
- Scale set: lean 5 (cosmos · orbit · forest/land · reef · abyss; microscopic dropped)
- Loop: crossfade tail→head seam
- Labels: motion-tracked, hybrid (ML proposes where it can, hand-seed + classical
  tracker elsewhere); label semantics always hand-authored
- Format: master + 1080p H.264 proxy

Anchor fact: the Right dream is real-time (no per-clip ML bake, session 0013), so
the pipeline is transcode + authoring — the one offline ML step is the chosen
motion-track pass. Six stages + an optional keyframed annotation-track schema
(backward compatible) + a 2-increment rollout (real footage no-ML first, then the
hybrid track pass + simulator author mode). i2v ring transitions + Pi/pano deferred.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-24 07:12:52 -07:00
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