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Build Navigable Codebase Knowledge Graphs With Understand Anything

ASecurity

Turn a repository or wiki into an interactive knowledge graph that agents and humans can search, explore, and query before implementation work.

  • 36 stars
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  • 3 views
  • Added September 2, 2026
ai-agentsgonodegitsecuritydocumentation

Works with

  • claude code
  • cursor
  • vscode
  • cli

Security analysis

A100/100

Scanned September 2, 2026

npx -y skills add agentskillexchange/skills --skill build-navigable-codebase-knowledge-graphs-with-understand-anything --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: "Build navigable codebase knowledge graphs with Understand Anything"
slug: "build-navigable-codebase-knowledge-graphs-with-understand-anything"
description: "Turn a repository or wiki into an interactive knowledge graph that agents and humans can search, explore, and query before implementation work."
github_stars: 61057
verification: "security_reviewed"
source: "https://github.com/Egonex-AI/Understand-Anything"
author: "Egonex AI"
publisher_type: "organization"
category: "Developer Tools"
framework: "Multi-Framework"
tool_ecosystem:
  github_repo: "Egonex-AI/Understand-Anything"
  github_stars: 61057
---

# Build navigable codebase knowledge graphs with Understand Anything

Turn a repository or wiki into an interactive knowledge graph that agents and humans can search, explore, and query before implementation work.

## Prerequisites

Understand Anything plugin or installer, supported coding harness such as Claude Code, Codex, OpenCode, Gemini CLI, Cursor, or related agent CLI, target repository or knowledge base

## Installation

Requirements and caveats from upstream:
- Navigate your codebase as an interactive knowledge graph — every file, function, and class is a node you can click, search, and explore. Select any node to see plain-English summaries, relationships, and guided tours.

Basic usage or getting-started notes:
- <a href="#-quick-start"><img src="https://img.shields.io/badge/Quick_Start-blue" alt="Quick Start" /></a>
- For personal skills (available across all projects), run the install.sh above with the vscode platform.
- For personal skills (available across all projects), run the install.sh above with the kiro platform.

- Source: https://github.com/Egonex-AI/Understand-Anything
- Extracted from upstream docs: https://raw.githubusercontent.com/Egonex-AI/Understand-Anything/HEAD/README.md

## Documentation

- https://understand-anything.com

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/build-navigable-codebase-knowledge-graphs-with-understand-anything/)

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