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chubbyguan

Content Enrich skill

内容加工：给任意采集产物（转录稿 / 文章 / 笔记）自动补「摘要 + 要点 + 标签 + 价值判断」， 写进 frontmatter 并在正文顶部插入摘要块。是「加工层」通用能力，惠及仓库所有采集 skill。

$npx skills add chubbyguan/chubbyskills --skill content-enrich
View this skill on GitHubchubbyguan/chubbyskills/content-enrich/SKILL.md
Pack stars
1,323
Pack installs
461
Alyn Score
50/99
Updated
28 days ago
License
MIT
– views – installs via Alyn

chubbyguan

Content Enrich

Writing Video Backend

Install Content Enrich

Pick your agent. Every command is ready to paste.

$npx skills add chubbyguan/chubbyskills --skill content-enrich

The open skills CLI detects your agents (Claude Code, Cursor, Codex and 70+ more) and installs to the right folder. Add -g to install globally.

01

Install it

Run the command above, or upload the folder in Claude.

02

Ask naturally

Describe the task. Your agent loads content-enrich when the request matches its description.

03

Name it if needed

If it does not trigger, say “use the content-enrich skill”. In Codex, type $content-enrich.

The skill itself

SKILL.md

FolderGitHub

内容加工（Content Enrich）

采集进来的转录稿、文章往往是大段原始文本，没人愿意回头看。这个 skill 给任意采集产物 自动补上可快速消化的元信息——它是「加工层」的通用能力，配合仓库里所有采集 skill 使用。

环境要求

# 零 pip 依赖（仅 Python 标准库）
export DEEPSEEK_API_KEY="your-api-key"   # 必需，用于提炼

使用方法

python scripts/enrich.py 某篇笔记.md              # 就地增强单篇
python scripts/enrich.py ./vault/外部输入/         # 批量增强整个目录下的 .md
python scripts/enrich.py 某篇.md --output ./out    # 不改原文件，输出到 out/
python scripts/enrich.py 某篇.md --force           # 已加工过的重新加工

产出

在原 Markdown 上（原内容完整保留）：

  • frontmatter 注入：summary（一句话总结）、domain（领域）、auto_tags（标签列表）、enriched: true
  • 正文顶部插入 ## 📝 摘要 区块：一句话 TL;DR、3-5 条要点、「值得深读？」判断、标签

幂等：默认跳过已加工（enriched: true）的文件，可 --force 重做。

为什么有用

  • 盘活采集产物：转录稿 / 文章一眼能看懂讲了啥、值不值得深读
  • 便于知识库聚合：auto_tags / domain 进 frontmatter，Obsidian Dataview 可直接按标签 / 领域聚合
  • 一处投入，惠及全部：抖音 / B站 / 小红书 / X / 公众号 …… 任何采集产物都能加工

衔接工作流

采集（任意 *-ingest / *-transcribe skill）
  → content-enrich（补摘要 + 要点 + 标签）
  → knowledge-base-management 入库（按 auto_tags / domain 聚合检索）

参考

Tips for Content Enrich

  • • Start a fresh session after installing so your agent picks up the new skill.
  • • This skill ships scripts. Read them before the first run, and run it in a project without secrets first.
  • • It is part of a pack with 14 skills. Install only the ones you need with --skill to keep triggers precise.
  • • If two skills overlap, mention the one you want by name.

Questions about Content Enrich

What does the Content Enrich skill do?

内容加工：给任意采集产物（转录稿 / 文章 / 笔记）自动补「摘要 + 要点 + 标签 + 价值判断」， 写进 frontmatter 并在正文顶部插入摘要块。是「加工层」通用能力，惠及仓库所有采集 skill。

How do I install Content Enrich?

Run "npx skills add chubbyguan/chubbyskills --skill content-enrich" in your project. The skills CLI installs it for Claude Code, Cursor, Codex and 70+ other agents. In Claude on the web, upload the skill folder as a ZIP under Customize > Skills.

Does Content Enrich work in Cursor and Codex?

Yes. Content Enrich uses the open SKILL.md format, so it works in Claude Code, Claude, Cursor, OpenAI Codex, Gemini CLI, GitHub Copilot and other agents that support agent skills.

Is Content Enrich free?

Content Enrich is open source on GitHub under the MIT license. It is free to install; check the license before commercial use.

Who made Content Enrich?

Content Enrich is published by chubbyguan in the chubbyguan/chubbyskills repository, together with 13 other skills.

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