Use when turning a YouTube video, talk, podcast, or web article into a clean, citable Markdown document for an LLM knowledge library or RAG/OKF bundle — triggers like "transcribe and structure this video", "structure this transcript", "add this talk/article to the library". Covers pulling captions, faithful structuring, and editor's-note / [?] flagging.