note-organizer

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

1|2|Updated Mar 21, 2026
One-click install
npx skills add https://github.com/bluegitter/QClaw --skill note-organizer-bluegitter
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: note-organizer
Source: https://github.com/bluegitter/QClaw/tree/main/resources/openclaw/config/skills/note-organizer
Command: npx skills add https://github.com/bluegitter/QClaw --skill note-organizer-bluegitter

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

笔记管理中常见的问题是重复、缺乏标签和知识关系。“note-organizer”提供自动去重、标签分类以及知识图谱构建,帮助将笔记整理成可检索和可连接的知识单元。

Core Features & Use Cases

  • 自动去重并合并相似笔记
  • 自动标签化并生成主题关联
  • 构建可视化的笔记知识图谱,提升检索和关联发现
  • Use Case: 个人知识库整理、研究笔记整合与跨笔记关联分析

Quick Start

Organize your notes by deduplicating duplicates, tagging topics, and building a knowledge graph.

Frequently Asked Questions about note-organizer

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

FAQPage Schema
How do I deduplicate notes and build a knowledge graph in Python?

To deduplicate notes and build a knowledge graph, this Skill uses the note_organizer_tool.py script to detect duplicate notes, auto-label content, and visualize relationships using Python with markdown and networkx dependencies.

What is note deduplication and how does auto-labeling work for personal knowledge management?

Note deduplication identifies and merges similar notes, while auto-labeling assigns thematic tags to content. This process transforms scattered notes into connected, searchable knowledge units for personal knowledge management.

Do I need Python and networkx to automate note tagging and visualization?

Yes, you need Python to run the note_organizer_tool.py script. The tool specifically requires the networkx and markdown dependencies to construct the visual knowledge graph and process note content.

Can I integrate markdown files for cross-note relationship analysis?

Yes, you can integrate markdown files for cross-note relationship analysis. The tool processes markdown content to detect duplicates, apply tags, and map topic associations into a visual knowledge graph.

What is the best way to organize research notes with duplicate detection?

The best way to organize research notes is automating duplicate detection, tagging, and linking. This Skill merges similar entries and generates a visual knowledge graph to enhance retrieval and cross-referencing.