publish-readiness

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Scorecards for podcast-to-shorts hook retention evidence, clip rationale, caption claims, context loss, and publish readiness.

Kit for AI video editing prompt variants, output QA, edit intent, revision notes, and publish-readiness checks.

Map for long-video-to-shorts narrative context QA, clip rationale, context loss, caption claims, and publishing readiness.

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