Turn a lecture/conference recording (video or audio: MOV/MP4/M4A/MP3/WAV) into structured vault notes via local GPU transcription + slide extraction — 演講影片, 演講音檔, 上課錄影, '整理演講', '影片轉筆記', '音檔轉筆記', or a dropped media file. Handles batch runs.
Debug and extend Open Edit agent tools (sandbox, skills, style memory, TOOLTABLE). Use when working on openedit/agent/, runscript/sandbox, style profiles, searchassets, or the 26 tool callables.
Drive Open Edit video projects via MCP (queryproject, editproject, runscript, triggerrender). Use when ingesting media, timelines, silence cuts, Remotion, proxy/final renders, or review notes. Prefer project skills and MCP tools over exploring source.
Create editable rough cuts for any step-by-step tutorial from MP4/MOV footage plus pasted procedure text or a text/Markdown guide. Use for how-to videos, assembly or repair, crafts, cooking, product demonstrations, workplace procedures, training, unboxing, speech-cue trimming, filename ordering, procedure-grounded…
Runs the tedious cleanup pass on raw video recordings before the real edit — cut silent gaps, transcribe subtitles in any language (Mandarin by default), normalize speed, and stitch clips in natural numeric order. Use when the user drops recordings into a raw/ folder or asks to "clean up", "prep", or "edit" their…
Read a local video file — lecture, course, recording, screencast — by turning it into one timestamped document, once, and reusing it for every question afterwards. Use when the user points at a video file or folder of videos and wants its contents understood, searched, summarised, quoted, or checked. Also use to…