Ledger for UGC video first-frame captions, hook promises, fatigue signals, changed variables, claim evidence, and next-test decisions.
Scorecards for UGC video hook promises, caption claims, first-frame proof, fatigue signals, variant changes, and next-test choices.
Ledger for UGC video first-frame caption fatigue, hook promises, visible proof, claim rotation, variant history, and refresh actions.
Scorecards for film recap voiceover spoiler boundaries, source scenes, timestamp context, hook promises, narration claims, and edit decisions.
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