Individual skill
asking-with-evidence
The user asks a question about a video that was already watched or indexed — "what did they say about X", "what error code appears", "what happens at 2:30", "does the video show Y". Use this to answer from the persistent index with timestamped evidence and a confidence score instead of re-watching or guessing.
skills/asking-with-evidence/SKILL.md
Source commit f1317c8fe64744a606c31867b05fbbe3144268c6
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- Last checked
- Nov 6, 2026
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- Repository stars (not skill ratings)
- 563
- Repository last updated
- Oct 26, 2026
- License
- MIT
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- ai-agents Repository topic
- computer-vision Repository topic
- mcp Repository topic
- multimodal Repository topic
- ocr Repository topic
- video-understanding Repository topic
- python Repository topic
- speech-to-text Repository topic
- video-analysis Repository topic
- agent-observability Repository topic
- engineering Derived category
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# Asking with evidence
Every watched video sits in a persistent index. Questions about it are
answered from that index — text first, frames only when needed — with
timestamps, a confidence score, and an honest refusal when the video
does not show the answer. Never re-run a watch for a follow-up.
## Answer a question
```bash
watch-skill ask <video_id-or-original-url> "<question>"
```
Any language works; the answer comes back in the language of the