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hook-caption

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clipcurator / ugc-video-hook-caption-proof-rotation-ledger

Ledger for UGC video hook caption proof, claim rotation, first-frame evidence, fatigue signals, and refresh decisions.

video-editing ugc-video recapo first-frame fatigue-signals hook-caption proof-rotation refresh-decisions

Updated Jul 27, 2026

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