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I let an agent edit 34 phone clips into a 31 s reel. The text is drawn by code, not by an image model

I built a skill plus a small Python engine so a coding agent (Claude Code, Codex, Gemini CLI, Cursor, Antigravity) can edit a short reel from raw clips. The example in the repo: 34 phone clips from a client, cut into a 31 second reel with no voiceover. The cuts sit on a 115 BPM grid, and it spent zero credits on generated video. The design decision that mattered: the model never draws text. Images are generated without text, and the engine composes subtitles, captions and title cards itse

五维评分

付费意愿
25
需求真实度
40
个人可落地
85
竞争空间
25
新鲜度
80

AI 分析

痛点:用 coding agent 自动把大量手机原始片段粗剪成短视频,并用代码而非图像模型绘制字幕/标题,保证清晰、可换品牌和语言。

目标用户:短视频创作者、社媒运营、小型视频外包/agency、需要批量产出 reels 的独立开发者。

证据:I built a skill plus a small Python engine so a coding agent (Claude Code, Codex, Gemini CLI, Cursor, Antigravity) can edit a short reel from raw clips. The example in the repo: 34 phone clips from a client, cut into a 31 second reel with no voiceover. The cuts sit on a 115 BPM grid, and it spent zero credits on generated video. ... Question for people who edit video: what would you try to make with it, and what is missing before you could use it on your own footage?

变现:开源核心 + 托管 SaaS 订阅,按渲染分钟/项目收费;或桌面端一次性买断;品牌模板、团队协作、批量导出作为增值功能。

MVP:两周内做 Web/桌面版:上传片段,选择 BPM、模板和语言,自动粗剪并代码渲染字幕/标题,导出 MP4;先支持 Windows 和一种 agent/CLI 调用,不做复杂时间线。

竞品:Opus Clip、CapCut、Descript、Runway、Pika、FFmpeg/Pillow 自建脚本

摘要:作者开源了一个 MIT 的 skill + Python 引擎,让 coding agent 把 34 个手机片段剪成 31 秒 reel,剪辑对齐 115 BPM,字幕/标题由 Pillow+ffmpeg 代码绘制,零生成视频积分。工具仅测试 Windows,定位不是替代视频编辑器,而是在征集使用场景和缺失功能。没有付费意愿或收入证据,但存在做托管版/模板化短视频流水线的机会。