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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>