levelsio 用 Claude Code 搭配 Opus 5.5 自动剪出 10 分钟 vlog
levelsio 只说了一句"帮我剪成 10 分钟 vlog"，Claude Code 就自己转录、看帧、选切点全跑完了， workflow 全文都有，想省剪辑时间可以直接抄。
levelsio 把 DJI 拍摄的视频片段放进文件夹，用 Claude Code 调用 Opus 5.5 一句话要求剪成 10 分钟 vlog。工作流用 mlx-whisper 跑 Whisper large-v3-turbo 转录语音，再每隔几秒抽取视频帧生成网格图让模型"看"素材。它用 SpeechBrain ECAPA 区分 levelsio 本人和他人的声音，用 OpenCV 的 YuNet 人脸检测制作缩略图。剪辑结果是一份 JSON 切点文件，标注每段素材的起止时间，最终成片仅做了少量手动调整。
My vlog today was fully edited by Claude Code with Opus 5.5!
I copied the video clips from my DJI to a folder, then opened Claude Code in it and asked it to edit it into a 10 minute vlog
I made a few adjustments but not a lot
It transcribed everything I said with mlx-whisper (Whisper large-v3-turbo running on my MacBook Pro's GPU through Apple's MLX)
It pulled video frames every few seconds into grid images (contact sheets), so Claude could see what's in each clip
It used SpeechBrain ECAPA (a voice-matching model) to figure out what was my voice from other people
It then made thumbnails with OpenCV with YuNet's face detector
The edit itself is a list of cuts in a JSON file: which clip, start time, end time, Claude then picked the pieces by reading the transcripts and looking at the frame grids by itself
I added on screen captions for X and on YouTube for the first minute with Pillow (Python's image library)
P.S. I didn't ask for any of this, and I didn't know any of this until @thesamparr just asked me how I edited it
All I asked for was "Claude can you edit these clips into a 10 minute vlog for X and YouTube"
I think if I didn't have AI to edit it, I wouldn't be vlogging because editing would be such a painful and slow process for me and hiring someone to do it would be even more hassle for me!
