video-intel

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

Translate YouTube videos and rich English transcripts into Bosnian/Croatian/Serbian (BCS) subtitles via Gemini. Use this skill whenever the user wants to: translate a YouTube video to Bosnian, Croatian, Serbian, or Serbo-Croatian; produce BCS captions or subtitles for a video; download just the English SRT from a YouTube video with no translation; or translate a context-rich transcript (with on-screen content and speaker labels) into BCS while preserving that context. Trigger phrases include "translate to Bosnian", "translate to Croatian", "translate to Serbian", "Serbo-Croatian subtitles", "BCS subtitles", "BCS captions", "titl na bosanski", "titl na srpski", "titl na hrvatski", "prevedi ovaj video", "prevedi titlove", "download the English SRT", "just give me the SRT", any YouTube URL followed by a request for Bosnian/Croatian/Serbian output, and any request to caption or subtitle a YouTube video in one of those languages. This skill is for subtitle translation only — for English transcription with on-scree

Query a pre-built video corpus (mindmaps, transcripts, concept taxonomy, hybrid search index) produced by the video-intel skill. Use whenever the user wants to: find videos about a topic; look up what a creator said about something; retrieve evidence or quotes from transcripts; browse concepts in the library; synthesize a cross-creator brief ("nugget") grounded in indexed evidence; ask about corpus status (last scan, video counts); summarize a specific video that is already in the corpus; decide if a video is worth watching based on its indexed content. This skill is read-only against an existing corpus - it does not scan, index, or transcribe. Safe to install globally and invoke from any project. Trigger phrases: "find videos about [X]", "search my videos for [X]", "what videos cover [X]", "what did [creator] say about [Y]", "evidence for [claim]", "when did [creator] mention [Z]", "nugget brief on [X]", "consultant brief on [X]", "what do creators say about [X]", "agreements and disagreements on [X]", "synt