Individual skill
video-description-oversight
Provider-independent governance workflow for verifying and correcting human- or model-generated video descriptions. Use for pre-caption critique and post-caption revision, aspect-by-aspect factual review, critique precision/recall/constructiveness, second-stage peer review, calibration, appeals, versioned triplets, provenance, and acceptance reporting; not for pixel/audio QA, accessibility captioning, model training, or creative shot direction.
skills/production/governance-delivery/video-description-oversight/SKILL.md
Source commit 8c85352d5d75d4dcbe58480bd138e37b9742bab1
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- Last checked
- Nov 6, 2026
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- Repository last updated
- Jul 14, 2026
- License
- MIT
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- agent Repository topic
- agentic-ai Repository topic
- ai Repository topic
- ai-audio Repository topic
- ai-video Repository topic
- claude Repository topic
- codex Repository topic
- copilot Repository topic
- cursor Repository topic
- generative-media Repository topic
- operations Derived category
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# 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:
```text
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.
