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

Search across group Yuque knowledge bases using natural language, read relevant documents, and synthesize a clear answer with references. Scoped to team/group repositories.

When to Use

User asks a question that might be answered by their team's Yuque docs
User wants to find specific information in group knowledge bases
User says "搜一下团队文档", "search group Yuque", "团队知识库里有没有..."

Required MCP Tools

All tools are from the yuque-mcp server:

yuque_list_repos — List group knowledge bases to determine search scope
yuque_search — Search documents by keyword
yuque_get_doc — Read full document content by slug/id

Workflow

Step 1: Identify Team Scope

First, get the list of group knowledge bases to understand the search scope:

Tool: yuque_list_repos
Parameters:
  login: "<group_login>"
  type: "group"

If the user hasn't specified a group login, ask: "请告诉我团队的语雀团队标识（group login），我来搜索团队知识库。"

Step 2: 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:

"团队的部署流程是什么？" → keywords: 部署流程
"我们的 API 规范文档" → keywords: API 规范
"上次技术评审的结论" → keywords: 技术评审

Step 3: 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: "在团队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 4: 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 (prioritize results from group repos identified in Step 1)

Filter out results that don't belong to the team's knowledge bases.

Step 5: Read Document Content

For each selected document, fetch the full content:

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

Step 6: Synthesize and Respond

Compose the answer in the following format:

## 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
Only return results from group knowledge bases — filter out personal docs
This skill searches group knowledge bases — for personal docs, use the smart-search skill in the yuque-personal plugin

Error Handling

Situation	Action
`yuque_list_repos` fails	Check if group login is correct and group Token is configured
`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; check group Token scope
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
Team Token not configured	Inform user that group search requires a team-level Token

yuque-group-smart-search