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caption-proof

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clipcurator / ugc-video-first-frame-caption-proof-rotation-ledger

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

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

Updated Aug 2, 2026

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