Agent skill

Reading Digest

Extract core insights, golden quotes, and action items from articles, then create structured Yuque reading notes.

MITAuto-check passedKnowledge Management

Install Reading Digest

skills CLI

$ npx skills add yuque/yuque-ecosystem --skill reading-digest -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install yuque/yuque-ecosystem reading-digest --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy

$ git clone --depth 1 https://github.com/yuque/yuque-ecosystem.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/reading-digest .claude/skills/reading-digest && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "reading-digest" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/reading-digest into .claude/skills/reading-digest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reading-digest", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/yuque/yuque-ecosystem/tree/main/skills/reading-digest

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add yuque/yuque-ecosystem --skill reading-digest -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install yuque/yuque-ecosystem reading-digest --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/yuque/yuque-ecosystem.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/reading-digest .agents/skills/reading-digest && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "reading-digest" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/reading-digest into .agents/skills/reading-digest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reading-digest", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add yuque/yuque-ecosystem --skill reading-digest -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install yuque/yuque-ecosystem reading-digest --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/yuque/yuque-ecosystem.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/reading-digest .cursor/skills/reading-digest && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "reading-digest" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/reading-digest into .cursor/skills/reading-digest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reading-digest", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/yuque/yuque-ecosystem.git --path skills/reading-digest

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add yuque/yuque-ecosystem --skill reading-digest -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install yuque/yuque-ecosystem reading-digest --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/yuque/yuque-ecosystem.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/reading-digest .gemini/skills/reading-digest && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "reading-digest" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/reading-digest into .gemini/skills/reading-digest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reading-digest", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install yuque/yuque-ecosystem reading-digest

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add yuque/yuque-ecosystem --skill reading-digest -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/yuque/yuque-ecosystem.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/reading-digest .github/skills/reading-digest && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "reading-digest" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/reading-digest into .github/skills/reading-digest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reading-digest", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add yuque/yuque-ecosystem --skill reading-digest -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install yuque/yuque-ecosystem reading-digest --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/yuque/yuque-ecosystem.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/reading-digest .opencode/skills/reading-digest && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "reading-digest" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/reading-digest into .opencode/skills/reading-digest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "reading-digest", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: reading-digest
GitHub stars: 228
Token cost: ~1.3k tokens
SKILL.md length: 544 words
Files: 1
Skills in repo: 8
Repo updated: Jul 15, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Extract core insights, golden quotes, and action items from articles, then create structured Yuque reading notes.

Works in 4 steps: Get the Source Article → Analyze and Extract → Generate Structured Reading Notes → …
The user wants key takeaways
SKILL.md covers When to Use, Required MCP Tools, Workflow and Guidelines, plus 1 more section
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Reading Digest is an agent skill from yuque/yuque-ecosystem. Extract core insights, golden quotes, and action items from articles, then create structured Yuque reading notes. Use when the user wants key takeaways or a personal reading-notes base; trigger phrases include “帮我做阅读笔记”, “读书笔记”, and “extract key points from this article”.

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Requires the yuque-mcp MCP server connected with a personal Yuque token

It sits in Knowledge Management, covering Summarization. The repository describes itself as: Yuque AI Ecosystem — MCP Server, Skills & Plugin for Yuque (语雀). The licence is MIT.

When your agent uses it

The user wants key takeaways
A personal reading-notes base
Trigger phrases include 帮我做阅读笔记
Extract key points from this article

Example prompts

“帮我做阅读笔记”
“extract key points from this article”
“/reading-digest”

Requirements

Compatibility (from SKILL.md): Requires the yuque-mcp MCP server connected with a personal Yuque token

Workflow steps

4 steps, taken from the step headings in SKILL.md.

Get the Source Article
Analyze and Extract
Generate Structured Reading Notes
Save to Knowledge Base (Optional)

What it can do on your machine

Read from SKILL.md and the folder at commit 2959228. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Requires the yuque-mcp MCP server connected with a personal Yuque token
From compatibility in the SKILL.md frontmatter.

Context cost

Reading Digest loads about 1.3k tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 544 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~72
When it runs · the whole SKILL.md, loaded when a task matches: ~1.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from yuque/yuque-ecosystem at commit 2959228, republished under its MIT licence (© yuque). 544 words, ~1,264 tokens.

Download SKILL.mdSave it as .claude/skills/reading-digest/SKILL.md (or your agent's skills folder).

name: reading-digest
description: Extract core insights, golden quotes, and action items from articles, then create structured Yuque reading notes. Use when the user wants key takeaways or a personal reading-notes base; trigger phrases include “帮我做阅读笔记”, “读书笔记”, and “extract key points from this article”.
compatibility: Requires the yuque-mcp MCP server connected with a personal Yuque token
license: MIT
metadata.author: yuque
metadata.version: 1.0

Reading Digest — Structured Reading Notes Generator

Read an article or document, extract core insights, golden quotes, and action items, then generate structured reading notes and optionally save them to a Yuque knowledge base.

When to Use

User has finished reading an article and wants to capture key takeaways
User says "帮我做阅读笔记", "extract key points from this article", "读书笔记"
User shares a Yuque document link and wants structured notes
User wants to build a personal reading notes knowledge base

Required MCP Tools

All tools are from the yuque-mcp server:

yuque_get_doc — Read full document content
yuque_list_books — List user's knowledge bases (to find the target repo for saving)
yuque_create_doc — Create a new document (to save reading notes)
yuque_search — Search for existing reading notes to avoid duplicates

Workflow

Step 1: Get the Source Article

Case A — Yuque document link: Extract repo_id and doc_id from the URL and fetch the content:

Tool: yuque_get_doc
Parameters:
  repo_id: "<namespace>"
  doc_id: "<slug>"

Case B — User pastes article text directly: Use the provided text as the source content. No tool call needed.

Case C — User provides an external URL: Inform the user: "我目前只能处理语雀文档链接或直接粘贴的文本。如果是外部文章，请把内容粘贴给我。"

If the document is not found (404) or permission denied (403), inform the user and stop.

Step 2: Analyze and Extract

Read through the full content and extract the following elements:

Core Insights (核心观点) — The main arguments or ideas the author presents (3-7 items)
Golden Quotes (金句) — Memorable, well-crafted sentences worth saving (2-5 items)
Action Items (行动项) — Concrete things the reader can do based on this article (0-5 items)
Key Concepts (关键概念) — Important terms or frameworks introduced (0-5 items)
Personal Relevance (个人关联) — How this might connect to the reader's existing knowledge

Step 3: Generate Structured Reading Notes

Format the reading notes as follows:

markdown

# 📖 阅读笔记：[原文标题]

> **来源**：[文档标题](文档链接)
> **作者**：[原文作者]
> **阅读日期**：YYYY-MM-DD
> **阅读耗时**：约 X 分钟（按 300 字/分钟估算）

## 一句话总结

[用一句话概括这篇文章的核心价值]

## 核心观点

1. **[观点标题]**：[展开说明，2-3 句话]
2. **[观点标题]**：[展开说明，2-3 句话]
3. **[观点标题]**：[展开说明，2-3 句话]

## 金句摘录

> [原文金句 1]

> [原文金句 2]

> [原文金句 3]

## 关键概念

| 概念 | 解释 |
|------|------|
| [概念 1] | [简要解释] |
| [概念 2] | [简要解释] |

## 行动项

- [ ] [具体可执行的行动 1]
- [ ] [具体可执行的行动 2]
- [ ] [具体可执行的行动 3]

## 我的思考

[基于文章内容，提出 1-2 个延伸思考问题，帮助读者深入反思]

---
*由 AI 辅助生成的阅读笔记*

If the article has no clear action items, omit that section. If there are no notable golden quotes, omit that section too. Adapt the template to fit the content.

Show full SKILL.md (231 more words)Show less

Step 4: Save to Knowledge Base (Optional)

Ask the user: "要把这份阅读笔记保存到语雀知识库吗？如果要，请告诉我保存到哪个知识库。"

If the user specifies a knowledge base:

First, check if a reading notes document for this article already exists:

Tool: yuque_search
Parameters:
  query: "[原文标题] 阅读笔记"
  type: "doc"

If a duplicate is found, ask the user: "已经存在一份关于这篇文章的阅读笔记，要覆盖还是创建新的？"

Then create the document:

Tool: yuque_create_doc
Parameters:
  repo_id: "<target namespace>"
  title: "📖 阅读笔记：[原文标题]"
  body: "<generated reading notes in markdown>"

After saving, confirm: "阅读笔记已保存到「[知识库名称]」：[新文档链接]"

If the user doesn't want to save, just present the reading notes in the chat.

Guidelines

Always answer in the same language the user used (Chinese or English)
Golden quotes must be exact quotes from the original text — never paraphrase them
Action items should be specific and actionable, not vague ("学习 React hooks" not "多学习")
Core insights should capture the author's intent, not your interpretation
Estimate reading time based on ~300 Chinese characters/minute or ~200 English words/minute
If the article is very short (< 200 words), simplify the output — skip sections that don't apply
The "我的思考" section should pose genuine questions, not rhetorical ones

Error Handling

Situation	Action
Document not found (404)	Inform user the document may have been deleted or the link is incorrect
Permission denied (403)	Tell user they may lack permission to access this document
Document content is empty	Inform user: "该文档内容为空，无法生成阅读笔记"
Target repo not found when saving	List user's repos with `yuque_list_books` and ask them to pick one
`yuque_create_doc` fails	Inform user the save failed, present the notes in chat instead
Article is not text-based (e.g., pure images)	Inform user: "该文档主要是图片内容，无法提取文字进行分析"

Files

Just SKILL.md in skills/reading-digest of yuque/yuque-ecosystem.

Open the folder on GitHubat commit 2959228

Compare with similar skills

Reading Digest next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Reading Digest compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Reading Digest this skillyuque/yuque-ecosystem	228	—	~1.3k	Automated safety check: Pass	MIT	2 mo ago
Video Lenskar2phi/video-lens	113	—	~8.2k	Automated safety check: Notes	MIT	1 mo ago
Bulletmindsickn33/agentic-awesome-skills	47k	1 repos	~916	Automated safety check: Pass	MIT	today
YouTube Transcripts and SearchZeroPointRepo/youtube-skills	1k	1 repos	~3.1k	Automated safety check: Pass	MIT	yesterday
Youtube Transcript Extractor API Skillbrowser-act/skills	6.1k	1 repos	~1.2k	Automated safety check: Pass	MIT	1 mo ago
YouTube Transcript FetcherZeroPointRepo/youtube-skills	1k	1 repos	~1.1k	Automated safety check: Pass	MIT	yesterday

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Questions about Reading Digest

What does Reading Digest do?

Extract core insights, golden quotes, and action items from articles, then create structured Yuque reading notes. Reading Digest is an agent skill from yuque/yuque-ecosystem. Extract core insights, golden quotes, and action items from articles, then create structured Yuque reading notes.

When should I use Reading Digest?

Reading Digest fits situations like: the user wants key takeaways; A personal reading-notes base; trigger phrases include 帮我做阅读笔记; extract key points from this article.

How do I install Reading Digest in Claude Code?

Run `npx skills add yuque/yuque-ecosystem --skill reading-digest -a claude-code`. Or copy the skill folder (skills/reading-digest in yuque/yuque-ecosystem) into .claude/skills/reading-digest in your project. Claude Code loads it when a task matches its description.

How do I install Reading Digest in Codex?

Run `npx skills add yuque/yuque-ecosystem --skill reading-digest -a codex`. Or copy the skill folder (skills/reading-digest in yuque/yuque-ecosystem) into .agents/skills/reading-digest in your project. Codex loads it when a task matches its description.

Can I use Reading Digest in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add yuque/yuque-ecosystem --skill reading-digest -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/reading-digest, .gemini/skills/reading-digest, .github/skills/reading-digest and .opencode/skills/reading-digest in your project.

What does Reading Digest need to run?

SKILL.md names no scripts, command-line tools or credentials: Reading Digest is instructions for the agent only. Compatibility (from SKILL.md): Requires the yuque-mcp MCP server connected with a personal Yuque token.

Does Reading Digest access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Reading Digest safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Reading Digest use?

Reading Digest is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Reading Digest use?

About 1.3k tokens (SKILL.md is roughly 5.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Reading Digest?

Skills that share tags, products or a category with Reading Digest: Video Lens (kar2phi/video-lens, 113 stars), Bulletmind (sickn33/agentic-awesome-skills, 47k stars), YouTube Transcripts and Search (ZeroPointRepo/youtube-skills, 1k stars) and Youtube Transcript Extractor API Skill (browser-act/skills, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Reading Digest?

yuque (a GitHub organization) maintains it in yuque/yuque-ecosystem, which has 228 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on July 15, 2026.

Source: yuque/yuque-ecosystem on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install Reading Digest

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Compatibility

Context cost

Safety

SKILL.md

Reading Digest — Structured Reading Notes Generator

When to Use

Required MCP Tools

Workflow

Step 1: Get the Source Article

Step 2: Analyze and Extract

Step 3: Generate Structured Reading Notes

Step 4: Save to Knowledge Base (Optional)

Guidelines

Error Handling

Files

Compare with similar skills

Similar skills

More from yuque/yuque-ecosystem

Related

Questions about Reading Digest