Clip Agent Studio
AI 挑高光、自动裁竖屏的本地剪辑工作台，6 个社交平台一键适配Find highlights in long videos and turn them into vertical clips for six social platforms
Features
核心能力Core Capabilities
基于字幕内容做多模型 LLM 分析（支持自配 DeepSeek / Gemini API），按平台偏好选出最具传播力的片段，并给出智能平台推荐。Multiple models analyze transcripts and rank moments using platform-specific signals such as knowledge density, emotional peaks, or practical value.
YOLOv11n 模型内置集成、本地运行：动态视频面积优先、静态视频位置优先，ASD 命中时直接跟说话人，短时缺失时保持视觉跟踪。YOLOv11n and lightweight IoU tracking keep the active subject framed, with active-speaker data taking priority when available.
TikTok / Instagram / YouTube Shorts / Threads / 小红书 / Twitter 全覆盖：自动适配时长、宽高比与分辨率，4K 智能下采样到 2K，处理速度提升 4 倍。Outputs are adapted for TikTok, Instagram, YouTube Shorts, Threads, Xiaohongshu, and Twitter, including duration, aspect ratio, and resolution.
Get & Install
获取与安装Get & Install
- 1 下载 DMG 镜像Download the DMG
点击「下载 macOS 版」，文件约 约 473 MB，托管在 GitHub Releases。Click "Download for macOS" — about 约 473 MB, hosted on GitHub Releases.
- 2 拖入 ApplicationsDrag to Applications
打开 DMG，把 Clip Agent Studio 拖进 Applications 文件夹，即可像普通 Mac 应用一样使用。Open the DMG and drag Clip Agent Studio into Applications — it then works like any Mac app.
- 3 首次打开First launch
构建未做公证签名：在访达中右键 app → 「打开」。也可以执行 xattr -cr "/Applications/Clip Agent Studio.app" 清除隔离标记。The build is unsigned: right-click the app in Finder and choose Open. You can also run xattr -cr "/Applications/Clip Agent Studio.app" to clear the quarantine flag.
Overview
这是什么What It Does
AI 驱动的桌面剪辑工作台：基于字幕内容分析识别黄金片段，YOLOv11n 人物跟踪智能裁剪，输出适配 TikTok / Instagram / YouTube Shorts / Threads / 小红书 / Twitter 的竖屏视频。视频处理全程本机完成，LLM 分析支持自配 DeepSeek / Gemini API。An AI video clipping tool that analyzes transcripts, identifies strong moments, tracks people with YOLOv11n, and exports vertical videos for TikTok, Instagram, YouTube Shorts, Threads, Xiaohongshu, and Twitter.
面向 内容创作者、短视频运营、播客剪辑、社交媒体团队。Built for content creators, short-video operators, podcast editors, and social media teams.
更多说明More Details
Clip Agent Studio 解决的核心问题是：长视频里有价值的内容，手动剪成短视频太慢。它把「看长视频 → 找高光 → 裁竖屏 → 适配平台」整条链路收进一个 macOS 应用：内置 Python 后端、YOLOv11n 检测模型和完整 FFmpeg 运行时，视频处理全程本机完成，不上传视频。
AI 字幕分析与脚本生成基于 LLM（支持 DeepSeek、Gemini 等自配 API），把高光挑选、平台推荐和竖屏裁剪串成一次提交。本页提供预构建的 macOS 应用下载；源码仓库保持私有。
Clip Agent solves a simple bottleneck: valuable moments are buried inside long videos, while manually turning them into short clips takes hours. It automates the path from watching and selecting highlights to reframing and platform delivery.
A separate Agent CLI lets coding agents call the pipeline directly and receive a clean summary.json result for larger automated workflows.
