Video Intel

Original name

Original description

Ingest/curate side of the video intelligence plugin. Use whenever the user wants to modify or build the corpus: scan YouTube channels for new videos and generate mind maps via Gemini; transcribe a video (URL or local MP4); run the full mindmap+transcript+concepts pipeline on a local video; extract and normalize concepts into the taxonomy; rebuild the LanceDB hybrid-search index from existing transcripts; clean up title-rotation duplicates; prune YouTube Shorts that polluted the corpus; manage channel configuration. Trigger phrases: "scan channel", "scan all channels", "what's new from [creator]" (with scan intent), "last N days of [creator]", "transcribe this video", "transcribe [creator]'s backlog", "videos I am missing from [creator]", "catch up on [creator]", "fully scan [creator]", "backfill [creator]", "add [channel] to my watchlist", "find duplicate videos", "clean up duplicates", "dedupe my corpus", "the same video got scanned twice", "why do I have two mindmaps for [video]", "creator rotated the title", "prune shorts", "remove shorts from corpus", "delete YouTube Shorts", "clean up shorts", "too many shorts in my corpus", "process this local video", "run the full pipeline on [file]", "mindmap plus transcript plus concepts on one upload", "do everything on this MP4", "extract concepts", "rebuild the taxonomy", "rebuild the index", "build the search index". Requires GEMINI_API_KEY, YOUTUBE_API_KEY, and `channels:` configured in config.yaml - this skill must run from the plugin repo checkout, not a globally-installed cache. Calls Gemini as multimodal proxy (frames + on-screen text + audio). For read-only queries against an already-built corpus (library search, cross-creator synthesis, corpus-freshness reports, summarizing a video that is already indexed), use the video-intel-search skill instead - that one is safe to install globally and invoke from any project.