Skip to content
Back to skills

Content Enrich

ASecurity

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。

  • 1,189 stars
  • 0 votes
  • 0 copies
  • 5 views
  • Added August 31, 2026
ai-agentspythongobashapi

Works with

  • api

Security analysis

A100/100

Pro scans all 3 files and shows the line behind each finding

Scanned September 22, 2026

npx -y skills add chubbyguan/chubbyskills --skill content-enrich --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Content Enrich?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Content Enrich
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/chubbyguan-content-enrich/badge)](https://www.skillsdirectory.com/skills/chubbyguan-content-enrich)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: content-enrich
description: >
  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。
metadata:
  category: "content"
  triggers: "[\"给这篇笔记加摘要\", \"提炼要点和标签\", \"加工一下采集的内容\", \"批量给知识库补摘要\"]"
  version: "1.0.0"
  tags: "[\"content\", \"enrich\", \"summary\", \"tagging\", \"knowledge-base\"]"
---

# 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

```bash
# 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

```bash
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

- [DeepSeek](https://platform.deepseek.com/) — 提炼用 LLM

Files in this skill

  • SKILL.md2.3 KB
  • requirements.txt149 B
  • scripts/enrich.py7.2 KB

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.