Video description oversight

Use this skill when language about a video must be accepted as evidence-quality metadata rather than plausible prose. It governs a correction loop:

source video + specification + pre-caption
  -> evidence-backed critique
  -> revised post-caption
  -> independent acceptance review
  -> versioned triplet and decision record

The reviewer verifies what language says about media. Technical file integrity, visual artifact QA, accessibility captions, creative intent, and model post-training belong elsewhere.

Evidence stance

• Documented fact: a finding supported by the source video, approved specification, or cited standard/research.
• Reviewer observation: a timestamped comparison between video and description.
• Production heuristic: an operational quality-control choice that must fit the project's risk and workforce.