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End-to-end automated operation for publishing Zoom recordings as lectures on PORSEO LMS / AI PLAY GUILD, then automatically handing off to note membership article creation. It also supports a branch where Zoom recordings are not uploaded as lectures, but only converted into note articles with eye-catching images and screenshots. Responsible for searching unpublished Zoom recordings, matching with lecture candidates, retrieving VTT transcripts and chat logs, creating summaries/lecture data, generating YouTube-style thumbnails and applying Convex Storage, importing to Mux, publishing to production Convex, notifying Discord forums, handing off to note articles, and deleting incorrectly published videos. Used when requested with commands like "Turn this Zoom video into a lecture", "Find and publish unpublished videos", "Create and link lecture thumbnails", "Notify Discord about the video", "Create a note article after publishing", "Turn this Zoom recording into only a note article", "Don't upload it as a lecture", "Include note thumbnails and screenshots", "Delete this lecture video".