graphify-windows

Convert folders into navigable knowledge graphs with HTML, JSON, and reports.

13|1|Updated Apr 14, 2026
One-click install
npx skills add https://github.com/debug-zhuweijian/ai-research-toolkit --skill graphify-windows-debug-zhuweijian
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: graphify-windows
Source: https://github.com/debug-zhuweijian/ai-research-toolkit/tree/main/modules/05-knowledge/skills/graphify
Command: npx skills add https://github.com/debug-zhuweijian/ai-research-toolkit --skill graphify-windows-debug-zhuweijian

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

将任意文件夹转化为可导航的知识图谱,含社区检测、诚实审计链路,输出交互式 HTML、GraphRAG 就绪的 JSON 和易懂的 GRAPH_REPORT.md。

Core Features & Use Cases

  • 自动将文件夹内容转化为可导航的知识图谱,包含社区检测和诚实审计链路,并输出交互式 HTML、可用于 GraphRAG 的 JSON、以及易读的 GRAPH_REPORT.md。
  • 支持多种输入类型(代码、文档、论文、图片等)的聚合分析、查询与可视化
  • Use Case: 研究人员可将论文集合、代码与笔记整合成可搜索的知识图谱,提升跨文档推理与发现。

Quick Start

Drop a folder into graphify to generate an interactive knowledge graph with HTML, JSON, and a readable report.

Frequently Asked Questions about graphify-windows

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

FAQPage Schema
How do I turn a folder of research papers and code into a navigable knowledge graph?

To turn a folder into a knowledge graph, drop the directory into graphify to process mixed inputs like code, docs, and images, generating interactive HTML visualizations and graph JSON outputs.

What is an audit trail in a knowledge graph visualization?

An audit trail in a knowledge graph visualization provides an honest tracking chain of how nodes and edges are derived. This Skill includes audit trails to ensure transparent cross-document reasoning and analysis.

Does graphify support exporting the knowledge graph to Neo4j?

Yes, graphify supports exporting the generated knowledge graph to Neo4j. It also provides export options for interactive HTML, GraphML, and graph JSON formats for downstream use.

Can I visualize a large document collection as an interactive HTML graph?

Yes, you can visualize large document collections as an interactive HTML graph. The tool aggregates folder contents and outputs navigable HTML visualizations alongside a readable GRAPH_REPORT.md file.

Do I need graphify installed to generate a graph JSON from my project folder?

Yes, you need graphify installed to generate graph JSON from your project folder. The Skill automates folder processing but relies on the graphify dependency to produce the outputs.

What is the best way to generate a GraphRAG-ready JSON from a codebase?

The best way to generate GraphRAG-ready JSON from a codebase is using this folder-to-graph automation. It processes code and docs, outputting JSON structured for retrieval-augmented generation workflows.