ai-agent

video-recap-skills

Name: video-recap-skills
Author: zenstory-ai

Claude Code / Codex skills that turn a video into a Chinese narration recap (视频解说): scene detection, ASR, VLM, script, TTS, ffmpeg assembly, optional editable

From the repo · “Claude Code / Codex skills that turn a video into a Chinese narration recap (视频解说): scene detection, ASR, VLM, script, TTS, ffmpeg assembly, optional editable JianYing / CapCut draft export (剪映草稿导出). Local ffmpeg + one MiMo key, no GPU. | 用 Claude Code skills 把视频做成中文解说成片，可选一键导出可编辑剪映草稿。”

589 stars+13★ this week109 forksPythonUpdated 10/21/2026100% free · open source

About this skill

Claude Code / Codex skills that turn a video into a Chinese narration recap (视频解说): scene detection, ASR, VLM, script, TTS, ffmpeg assembly, optional editable JianYing / CapCut draft export (剪映草稿导出). Local ffmpeg + one MiMo key, no GPU. | 用 Claude Code skills 把视频做成中文解说成片，可选一键导出可编辑剪映草稿。

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/video-recap-skills && curl -fsSL https://workflowstacks.com/api/skills/video-recap-skills/claude-skill -o ~/.claude/skills/video-recap-skills/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How video-recap-skills works

Codeflow

Free to inspect

Video-recap-skills is a large Python project (~39k lines across 134 code files, plus 96 test files). You install it into your AI tool with one command; there is nothing to run yourself. Last commit this month, MIT license, has a test suite.

Size

Large codebase

~39k lines · 134 code files · ~5 h to skim

Setup

Install as a skill / plugin

Add it to Claude Code (or your AI tool) with one command — 7 skills inside. Nothing to run yourself.

Runs on

Inside your AI tool

Helper scripts use Python

Python 97%JavaScript 2%CSS 1%

Where to start reading

1
README.md
Start here — what it does and how to install it
2
AGENTS.md
The instructions the AI actually follows
3
skills/video-assemble/SKILL.md
Inside skills/ — an example of what the AI is told to do
4
examples/demo-project/recap_project.json
A worked example — copy this to get going

What's in each folder

skills/Prompts, skills & agent definitions166 files

examples/Examples you can copy47 files

docs/Documentation8 files

.claude-plugin/Plugin manifest — what gets installed2 files

scripts/Helper scripts2 files

tools/Helper scripts1 files

tests/Tests — proof it works97 files

.agents/Tool / agent settings91 files

READMEHas testsDocumentedCI checksExamples includedMIT licenseUpdated this month

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/video-recap-skills && curl -fsSL https://workflowstacks.com/api/skills/video-recap-skills/claude-skill -o ~/.claude/skills/video-recap-skills/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

zenstory-ai

Language

Python

Do this with a working workflow

Pages we wrote and tested that put a skill like this to work — importable n8n templates, outcome guides and Claude Desktop configs.

Outcome guide

Turn meeting notes into a summary email automatically

Paste the transcript into a private form and the workflow writes and emails a concise recap — decisions, owners, open questions — that people will actually read.