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mcp/skillhub

Agent Skill

Native Subtitle Quote Image skill

native-subtitle-quote-imagechengyi-ai/native-subtitle-quote-imageskills/native-subtitle-quote-image/SKILL.md

将本地视频或用户有权处理的在线视频，经过来源获取、文字稿定位、选题选句、精确取帧、紧凑裁切、拼图和逐张质检，制作成 3:4 或保留画面原比例的视频字幕长图。支持两种明确分开的输出：保留画面内已烧录字幕的原生字幕模式，以及把已审核的时间点与台词绘制到真实视频帧上的脚本字幕模式。用户要求原生字幕截图、字幕帧拼图、YouTube 金句长图、台词截图、不重绘字幕、自定义中文台词，或调整主图比例、字幕区域、台词间隔和美感时使用。

2.7kMIT

always on

167 tokname + description

once used

6,352 tokSKILL.md body

bundled files

103 scripts

repo stars

2.7kGitHub

Install the Native Subtitle Quote Image skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/chengyi-ai/native-subtitle-quote-image --skill native-subtitle-quote-image

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/chengyi-ai/native-subtitle-quote-image.git /tmp/native-subtitle-quote-image
mkdir -p ~/.claude/skills
cp -R /tmp/native-subtitle-quote-image/skills/native-subtitle-quote-image ~/.claude/skills/native-subtitle-quote-image

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description167 tok
When the agent uses itThe SKILL.md instructions6,352 tok
Only if opened10 bundled files (124 KB)varies

Until it is used, native-subtitle-quote-image costs about 8.2× less than the median MCP server we measured (1,363 tokens on every turn). Skills vs MCP study

Checks

  • Ships scripts the agent can run. Read them before installing.
  • The instructions are over 5,000 tokens, the Agent Skills specification's guideline for SKILL.md.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • 视频字幕拼图
  • 开始时确认模式
  • 非阻塞版本检查
  • 模式路由
  • 按任务读参考文件
  • 环境与路径
  • 共同的默认版式
  • 保留画面原比例
  • 共同前半流程
  • 1. 检查来源与字幕类型
  • 2. 选主题与稳定帧
  • 多人对话与访谈
  • 原生字幕模式
  • 3A. 预览字幕区域
  • 4A. 建立 manifest 并渲染
  • 脚本字幕模式
  • 3B. 建立已审核的时间点 + 台词 JSON
  • 4B. 渲染脚本字幕
  • 逐张质检与有界返工
  • 与其他工具或 Skill 协作
  • 停止条件
  • 交付