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agentic-video-understanding

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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.

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
• Longform / X research: named-person + contrast moments in podcast or YouTube tape
• Talent review: bar evidence in a Loom or trial recording
• Client audit: every mention of a keyword across a discovery recording

When not to use

• video cutting
• overlays
• rendering
• scheduling
• publishing
• emailing
• CRM writing
• text search on clean transcripts

Skill page

Source