Agent skill

Smart Search

Search personal Yuque knowledge bases with natural-language queries and synthesize answers with source links.

MITAuto-check passedKnowledge Management

Install Smart Search

skills CLI

$ npx skills add yuque/yuque-ecosystem --skill smart-search -a claude-code

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

GitHub CLI

$ gh skill install yuque/yuque-ecosystem smart-search --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/smart-search .claude/skills/smart-search && 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 "smart-search" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/smart-search into .claude/skills/smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-search", 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/smart-search

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 smart-search -a codex

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

GitHub CLI

$ gh skill install yuque/yuque-ecosystem smart-search --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/smart-search .agents/skills/smart-search && 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 "smart-search" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/smart-search into .agents/skills/smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-search", 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 smart-search -a cursor

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

GitHub CLI

$ gh skill install yuque/yuque-ecosystem smart-search --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/smart-search .cursor/skills/smart-search && 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 "smart-search" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/smart-search into .cursor/skills/smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-search", 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/smart-search

--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 smart-search -a gemini-cli

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

GitHub CLI

$ gh skill install yuque/yuque-ecosystem smart-search --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/smart-search .gemini/skills/smart-search && 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 "smart-search" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/smart-search into .gemini/skills/smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-search", 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 smart-search

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 smart-search -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/smart-search .github/skills/smart-search && 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 "smart-search" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/smart-search into .github/skills/smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-search", 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 smart-search -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 smart-search --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/smart-search .opencode/skills/smart-search && 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 "smart-search" agent skill from https://github.com/yuque/yuque-ecosystem/tree/main/skills/smart-search into .opencode/skills/smart-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "smart-search", 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: smart-search
GitHub stars: 228
Token cost: ~993 tokens
SKILL.md length: 419 words
Files: 1
Skills in repo: 8
Repo updated: Jul 15, 2026
First seen: Oct 7, 2026
Licence: MIT

At a glance

Search personal Yuque knowledge bases with natural-language queries and synthesize answers with source links.

Works in 5 steps: Extract Search Keywords → Search Documents → Filter and Rank Results → …
The user wants to find information in their own documents
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

Smart Search is an agent skill from yuque/yuque-ecosystem. Search personal Yuque knowledge bases with natural-language queries and synthesize answers with source links. Use when the user wants to find information in their own documents; trigger phrases include “搜一下我的文档”, “我的知识库里有没有...”, “搜索我的语雀/知识库”, and “search my Yuque”.

Its SKILL.md is about 990 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 Knowledge bases. 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 to find information in their own documents
Trigger phrases include 搜一下我的文档
Search my Yuque

Example prompts

“搜一下我的文档”
“我的知识库里有没有...”
“搜索我的语雀/知识库”
“/smart-search”

Requirements

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

Workflow steps

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

Extract Search Keywords
Search Documents
Filter and Rank Results
Read Document Content
Synthesize and Respond

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

Smart Search loads about 993 tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 419 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~70
When it runs · the whole SKILL.md, loaded when a task matches: ~993

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). 419 words, ~993 tokens.

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

name: smart-search
description: Search personal Yuque knowledge bases with natural-language queries and synthesize answers with source links. Use when the user wants to find information in their own documents; trigger phrases include “搜一下我的文档”, “我的知识库里有没有...”, “搜索我的语雀/知识库”, and “search my Yuque”.
compatibility: Requires the yuque-mcp MCP server connected with a personal Yuque token
license: MIT
metadata.author: yuque
metadata.version: 2.0

Smart Search — Yuque Personal Knowledge Base Search & Q&A

Search across your personal Yuque knowledge bases using natural language, read relevant documents, and synthesize a clear answer with references.

When to Use

User asks a question that might be answered by their personal Yuque docs
User wants to find specific information in their own knowledge base
User says "搜一下我的文档", "search my Yuque", "我的知识库里有没有..."

Required MCP Tools

All tools are from the yuque-mcp server:

yuque_search — Search documents by keyword
yuque_get_doc — Read full document content by slug/id

Workflow

Step 1: Extract Search Keywords

From the user's natural language query, extract 1-3 concise Chinese keywords. Yuque search works best with short, specific terms.

Examples:

"我的部署流程文档在哪？" → keywords: 部署流程
"How do I handle error logging?" → keywords: 错误日志 or 日志处理
"我之前写的技术评审笔记" → keywords: 技术评审

Step 2: Search Documents

Call yuque_search with the extracted keywords:

Tool: yuque_search
Parameters:
  query: "<keywords>"
  type: "doc"

If the search returns no results:

Try alternative keywords (synonyms, broader terms)
Try splitting compound terms (e.g., "部署流程" → "部署" or "流程")
If still no results, tell the user honestly: "在你的语雀知识库中未找到相关文档，建议尝试其他关键词或确认文档是否存在。"

Step 3: Filter and Rank Results

From the search results, select the top 3-5 most relevant documents based on:

Title relevance to the query
Document update time (prefer recent)
Repository context (focus on user's personal repos)

Step 4: Read Document Content

For each selected document, fetch the full content:

Tool: yuque_get_doc
Parameters:
  repo_id: "<namespace>"    # e.g., "username/my-notes" (from search result's book.namespace)
  doc_id: "<slug>"          # e.g., "api" (from search result's target.slug)

Note: The search result contains nested data. Extract these key fields:

target.slug → use as doc_id
target.book.namespace → use as repo_id
target.title → document title
target.updated_at → last update time

Read up to 3 documents. If the first document fully answers the question, you may skip the rest.

Show full SKILL.md (157 more words)Show less

Step 5: Synthesize and Respond

Compose the answer in the following format:

markdown

## 回答

[直接回答用户的问题，2-4 句话，简洁明了]

## 关键要点

- **要点 1**：[从文档中提取的关键信息]
- **要点 2**：[从文档中提取的关键信息]
- **要点 3**：[从文档中提取的关键信息]

## 参考文档

1. [文档标题](文档链接) — 来自「知识库名称」，更新于 YYYY-MM-DD
2. [文档标题](文档链接) — 来自「知识库名称」，更新于 YYYY-MM-DD

Guidelines

Always answer in the same language the user used (Chinese or English)
Quote specific content from documents when relevant — use > blockquotes
If documents contain conflicting information, note the discrepancy and mention which doc is more recent
If the answer is only partially found, say what you found and what's missing
Never fabricate information not present in the documents
Include document links so the user can read the full source
This skill searches the knowledge bases accessible to the configured Yuque token

Error Handling

Situation	Action
`yuque_search` returns empty	Try alternative keywords, then inform user
`yuque_get_doc` fails (404)	Skip this doc, note it may have been deleted
`yuque_get_doc` fails (403)	Tell user they may lack permission to access this doc
API timeout	Retry once, then inform user of connectivity issue
Too many results	Focus on top 3 by relevance, mention there are more results available

Files

Just SKILL.md in skills/smart-search of yuque/yuque-ecosystem.

Open the folder on GitHubat commit 2959228

Compare with similar skills

Smart Search 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.

Smart Search compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Smart Search this skillyuque/yuque-ecosystem	228	—	~993	Automated safety check: Pass	MIT	2 mo ago
Capture Conversationoutline/outline	41k	—	~474	Automated safety check: Pass	Custom licence	today
Project CairniBlinkQ/project-cairn	235	2 repos	~861	Automated safety check: Pass	MIT	3 days ago
LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything	86k	1 repos	~1.5k	Automated safety check: Pass	MIT	2 days ago
Find And Citeoutline/outline	41k	—	~537	Automated safety check: Pass	Custom licence	today
Xhs Virtual Productchenjin-cmd/xhs-virtual-product	727	—	~862	Automated safety check: Pass	MIT	7 days ago

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Questions about Smart Search

What does Smart Search do?

Search personal Yuque knowledge bases with natural-language queries and synthesize answers with source links. Smart Search is an agent skill from yuque/yuque-ecosystem. Search personal Yuque knowledge bases with natural-language queries and synthesize answers with source links.

When should I use Smart Search?

Smart Search fits situations like: the user wants to find information in their own documents; trigger phrases include 搜一下我的文档; search my Yuque.

How do I install Smart Search in Claude Code?

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

How do I install Smart Search in Codex?

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

Can I use Smart Search 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 smart-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/smart-search, .gemini/skills/smart-search, .github/skills/smart-search and .opencode/skills/smart-search in your project.

What does Smart Search need to run?

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

Does Smart Search 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 Smart Search 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 Smart Search use?

Smart Search 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 Smart Search use?

About 993 tokens (SKILL.md is roughly 4k 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 Smart Search?

Skills that share tags, products or a category with Smart Search: Capture Conversation (outline/outline, 41k stars), Project Cairn (iBlinkQ/project-cairn, 235 stars), LLM Wiki Knowledge Graph (Egonex-AI/Understand-Anything, 86k stars) and Find And Cite (outline/outline, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Smart Search?

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 Smart Search

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

Smart Search — Yuque Personal Knowledge Base Search & Q&A

When to Use

Required MCP Tools

Workflow

Step 1: Extract Search Keywords

Step 2: Search Documents

Step 3: Filter and Rank Results

Step 4: Read Document Content

Step 5: Synthesize and Respond

Guidelines

Error Handling

Files

Compare with similar skills

Similar skills

More from yuque/yuque-ecosystem

Related

Questions about Smart Search