Individual skill
video-ingest
Ingests a video's content (YouTube and similar) for agent context, routing by capability, task need, and video length — a natively multimodal engine (Gemini via agy or the Gemini API) for direct-URL and long video, Claude vision over ffmpeg-extracted frames when no such engine is present, yt-dlp captions when the transcript alone suffices, and the logged-in claude-in-chrome session for auth-gated videos. The governor cross-checks any multimodal comprehensive-read. Triggered by "ingest this video", "what does this video show", "get the transcript from this YouTube video", "video-ingest".
plugins/fh-meta/skills/video-ingest/SKILL.md
Source commit 86a7a68a70a3812c05713f64081ca42a5bfddaa8
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- Last checked
- Nov 6, 2026
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- 31
- Repository last updated
- Nov 8, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- knowledge-management Repository topic
- codex Repository topic
- harness Repository topic
- claude-code Repository topic
- multi-agent Repository topic
- meta-harness Repository topic
- agent-governance Repository topic
- self-evolving Repository topic
- agentic-coding Repository topic
- loop-engineering Repository topic
- writing Derived category
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# video-ingest — Video Content Ingestion (capability-routed)
A video carries two separable signals: the **spoken transcript** (text) and the **visual content**
(on-screen demos, slides, UI). Captions give only the first. So the route is chosen by **what the task
needs** × **what engine is available** × **video length** — not a single fixed path. This reuses
frontier-digest's capability-over-engine logic and adds on-demand, need-based routing, a Claude-native
frame path, output normalization, and a governance cross-check.
FH's increment over a raw video executor (sister asset `claude-video`, github bradautomates/claude-video;
cross-audit note in a private companion store): the executors *watch*; FH **governs** — the
governor never trusts a multimodal "comprehensive read" at face value, it cross-checks claims against the
transcript / a second pass. Same compose pattern as the other FH↔executor pairs.
## Triggers