knowledge-graph

Index scattered research into structured knowledge-base documents with MECE dimensions.

Updated Mar 5, 2026
One-click install
npx skills add https://github.com/lumincui/skills --skill knowledge-graph-lumincui
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: knowledge-graph
Source: https://github.com/lumincui/skills/tree/main/knowledge-graph
Command: npx skills add https://github.com/lumincui/skills --skill knowledge-graph-lumincui

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

将研究、讨论、探究的内容整理成系统性、可长期维护的知识文档,形成可持续的知识库。

Core Features & Use Cases

  • 自动提取维度与分类,构建 MECE 结构,帮助用户将零散信息归并为体系化文档
  • 提供知识层与实例层的分离写作,统一的定位与参考路径,便于长期维护与扩展
  • 使用 references/ 目录中的模板与参考文献指引,快速完成概览、技术、调研、论文等维度的整理

Quick Start

在激活该技能后,输入你需要整理的研究资料,系统将输出结构化知识文档草案并给出参考路径。

Frequently Asked Questions about knowledge-graph

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

FAQPage Schema
How do I organize scattered notes into a structured knowledge base?

To organize scattered notes into a structured knowledge base, input your research materials to automatically extract MECE dimensions and generate a two-layer document structure. This separates knowledge definitions from instances for long-term maintenance.

What is the best way to compile research notes for product and company investigations?

Compiling research notes for product and company investigations is best handled by enforcing frontmatter-driven naming and extracting MECE dimensions. This approach indexes scattered information into a unified, long-lasting knowledge base with guided references.

How does MECE dimension extraction work when building a knowledge base?

MECE dimension extraction works by automatically categorizing your scattered research input into mutually exclusive and collectively exhaustive categories. This builds a structured two-layer knowledge document separating general knowledge from specific instances.

Do I need to manually format references when creating knowledge-base documents?

You do not need to manually format references when creating knowledge-base documents. The system uses a references directory with built-in templates and guidance to help you quickly structure overview, technical, and research dimensions.

Can I use this approach for long-term maintenance of technical research documents?

Yes, you can use this approach for long-term maintenance of technical research documents because it separates the knowledge layer from the instance layer. It provides unified locating paths and reference guidance to ensure your documentation remains extensible.