Individual skill
Agentic video understanding
Use when an agent must extract moments, quotes, objections, hooks, or evidence from long video or audio cheaper than full-frame ingest — sales calls, podcasts, YouTube episodes, Loom trials, discovery recordings. Goal-directed watch via Gemini agentic video understanding (frames, audio, or transcript). Not for cutting, overlays, rendering, scheduling, or publishing.
agentic-video-understanding/SKILL.md
Source commit 8e65c233e9785f7ba455c7b736fc39d40ca45606
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- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
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- 3,805
- Repository last updated
- Nov 10, 2026
- License
- MIT
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- sales Derived category
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# Agentic video understanding
Hireable understanding layer. The model takes a goal and decides what to watch, at what speed, and through which modality (frames, audio, transcript), fetching only the moments needed. Vendor claims: up to ~66% lower cost and ~88% fewer tokens vs static fixed-FPS ingest, with higher accuracy.
## What this is / is not
**Is:** goal → watch only what you need → timestamps + quotes + confidence.
**Is not:** a video editor. Do not cut, overlay, caption-burn, render, schedule, post, email, or write CRM from this skill. Hand cuts to Overlap, FFmpeg, or `net-new-video-editor`. Approvals stay with the calling lane.
## When to use
- Pre-call / sales-call mining: buyer objection, next step, competitive mention
- Shortform scoring: find a 3-second standalone hook and in/out points