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caption-fatigue

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clipcurator / ugc-video-first-frame-caption-fatigue-ledger

Ledger for UGC video first-frame captions, hook promises, fatigue signals, changed variables, claim evidence, and next-test decisions.

video-editing ugc-video recapo claim-evidence first-frame variant-testing hook-promises caption-fatigue

Updated Jul 19, 2026

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