Video Analysis and Summaries skills for Claude Code and Codex
Skills that let an agent watch a video: extract keyframes and transcripts, answer questions about clips, and summarize recordings.
Highest-scoring video analysis skills in the October 22, 2026 snapshot: claude-real-video-for-agents from HUANGCHIHHUNGLeo/claude-real-video (80/100). Scores come from the Suede Skill Check.
- 8 listed skills
- 3 repositories
- 2 with full pages
4 from official publishers. 1 bundle scripts. 0 connect to an outside service. Listed in AI Agents and LLM Engineering (4), Video, Image, Audio and Creative (3), Productivity and Knowledge Work (1).
All 8 video analysis skills
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| Skill | Repository | What it does |
|---|---|---|
| claude-real-video 77/100 · C | HUANGCHIHHUNGLeo/claude-real-video | Lets Claude watch a video from a URL or local file by extracting scene-aware keyframes and a transcript, then summarizing or discussing the content. |
| claude-real-video-for-agents 80/100 · B | HUANGCHIHHUNGLeo/claude-real-video | Installs and uses the crv tool so an AI agent can watch videos by extracting deduplicated scene-aware keyframes and transcribing audio. |
| vss-ask-video 82/100 · B | NVIDIA/skills | Use this skill to ask the VSS agent's video_understanding tool a fresh visual question about a recorded clip. Not for prior tool output, search… |
| vss-generate-video-report 82/100 · B | NVIDIA/skills | Use this skill when producing a VSS analysis report — Mode A per-clip VLM, Mode B incident-range via video-analytics. Not for standalone video… |
| vss-search-archive 85/100 · B | NVIDIA/skills | Use this skill to run top-level VSS fusion search on archived video, or to ingest video files / RTSP streams for search. Do NOT use for ad-hoc… |
| vss-summarize-video 85/100 · B | NVIDIA/skills | Use to summarize a recorded video via the LVS summarization microservice (HITL-gated) with a VLM fallback. Not for report generation or live RTSP… |
| watch 73/100 · C | gooseworks-ai/goose-skills | Observe actual video and sound over the whole file or named ranges, with timestamped evidence and honest coverage. Use complementary playback… |
| youtube-watcher 77/100 · C | gooseworks-ai/goose-skills | Fetch and read transcripts from YouTube videos. Use when you need to summarize a video, answer questions about its content, or extract information… |
How to choose video analysis skills
claude-real-video and the GooseWorks watch skill run locally on a file or URL.
NVIDIA VSS skills expect a deployed VSS stack.
For YouTube, a transcript skill is often enough.
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