note-organizer

Deduplicate, tag, and link notes into a knowledge graph.

1|1|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/polaris-dxz/xclaw --skill note-organizer-polaris-dxz
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: note-organizer
Source: https://github.com/polaris-dxz/xclaw/tree/main/apps/desktop/openclaw-runtime/config/skills/note-organizer
Command: npx skills add https://github.com/polaris-dxz/xclaw --skill note-organizer-polaris-dxz

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

繁琐的笔记整理工作难以高效完成。本 Skill 通过自动去重、标签化与知识图谱构建,帮助你整理零散笔记,提升检索和关联发现的效率。

Core Features & Use Cases

  • 自动去重与合并重复笔记,保持笔记库整洁
  • AI 自动给笔记打标签,提升检索与分类效果
  • 构建笔记之间的知识关联图谱,支持可视化探索

Quick Start

请运行 note_organizer_tool.py 的 dedupe、tag 与 graph 命令来完成笔记整理。

Frequently Asked Questions about note-organizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically deduplicate and tag markdown notes?

To automatically deduplicate and tag markdown notes, run the note_organizer_tool.py script which executes the dedupe, tag, and graph commands to detect duplicate content, apply AI-generated tags, and build a knowledge graph across your personal knowledge base.

What is a knowledge graph for personal note management?

A knowledge graph for personal note management is a network of linked notes that visualizes relationships between concepts. This Skill builds it using networkx to help you discover connections across markdown files, improving retrieval and associative discovery within your local JSON store.

Can I use Python and networkx to organize my markdown knowledge base?

Yes, you can use Python and networkx to organize your markdown knowledge base. This Skill implements a Python tool that relies on markdown parsing and networkx graph generation to automate note deduplication, tagging, and linking tasks.

What's the best way to detect duplicate content across markdown notes?

The best way to detect duplicate content across markdown notes is to run the dedupe command in the note_organizer_tool.py script. It automatically identifies and merges duplicate notes to maintain a clean and organized knowledge base.

Does this note organizing tool require any external dependencies?

No external dependencies are required as the Skill lists none. It operates locally using a Python tool that processes markdown files and stores the deduplication, tagging, and knowledge graph results in a local JSON store.