Yuque Personal Note Refine

This takes scattered notes in your Yuque knowledge base and consolidates them into structured, deduplicated documents. You point it at daily captures or a topic, it reads through them, identifies themes and duplicates, then either refines a single doc or merges multiple notes into organized markdown with proper headings and a "待补充" section for gaps. Built for personal use with the yuque-mcp server. It defaults to Chinese but handles mixed languages, preserves your original notes by default, and won't over-formalize your voice. Good for end-of-week cleanups when your daily notes have piled up into chaos.

skills.sh installs: 167
GitHub stars: 74
last updated: Jun 3, 2026

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Install

$ npx -y skills add yuque/yuque-plugin --skill yuque-personal-note-refine --agent claude-code

Installs into .claude/skills of the current project.

Files

Note Refine — Restructure & Polish Your Notes

Help the user transform scattered, rough notes into well-structured, deduplicated, and enriched documents. Turn chaos into clarity.

When to Use

User wants to clean up messy notes
User says "帮我整理笔记", "refine my notes", "把这些笔记理一下"
User has accumulated daily captures and wants to consolidate them
User says "这些笔记太乱了", "帮我重新组织一下", "去重整理"

Required MCP Tools

All tools are from the yuque-mcp server:

yuque_search — Find the target notes to refine
yuque_get_doc — Read the full content of notes
yuque_list_repos — List personal repos
yuque_list_docs — List documents in a repo
yuque_create_doc — Create the refined document
yuque_update_doc — Update the original document in place

Workflow

Step 1: Identify the Source Notes

The user may provide:

A specific document to refine
A date range of daily captures to consolidate
A topic keyword to find related scattered notes
Multiple document references to merge

If the user says "整理我最近的笔记":

Tool: yuque_search
Parameters:
  query: "每日捕获"
  type: "doc"

Or for topic-specific notes:

SKILL.md on GitHub

Details

Repository: github.com/yuque/yuque-plugin
First seen: Jun 3, 2026

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