Leaderboard/Knowledge/Understand-Anything
Last commit on September 11, 2026·Created on March 15, 2026

Egonex-AI/Understand-Anything

Transforms a codebase into an interactive knowledge graph for structural and domain analysis
Combined rank
#10
across all skills
In Knowledge
#2
category rank
Stars
83.3k
+1.4% in last 7d
Forks
7k
+1.8% in last 7d
Watchers
259
+2.4% in last 7d
Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
TL;DR

Understand-Anything helps software architects and engineers navigate complex repositories by extracting business domain knowledge and visualizing it through a web dashboard. It replaces manual code tracing with a structured graph, making the relationships between modules and functions explicit.

The tool supports deep-dive explanations of specific files and analyzes git diffs to identify affected components and potential risks during pull request reviews.

WHO IT'S FOR
Software architects
visualize codebase structures and domain flows
Backend engineers
perform deep-dives into complex modules
Technical leads
analyze pull requests and change risks
AI agent power users
enhance AI context with knowledge graphs
Repository contents

9 skill files

Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.

Use this skill collection

Follow the documented setup, then try a first task.

Claude Code native plugin

Installs: Complete understand-anything plugin bundle from ./understand-anything-plugin; skillPaths is a bounded list of positively supplied skills in that bundle. · Claude Code

Before you start
  • Claude Code
  1. Enter these commands in a Claude Code agent session, in order. They are not terminal commands.

    /plugin marketplace add Egonex-AI/Understand-Anything
    /plugin install understand-anything

Give it something to do.

Suggested first task

Ask a focused architecture question

Uses understand-chat

  • A specific codebase question to substitute for <QUESTION>.
  • An existing .ua/knowledge-graph.json, or the legacy .understand-anything/knowledge-graph.json, generated by the understand skill.
  • Run from the analyzed project's root directory.
Use the understand-chat skill to answer this question about the current codebase: "<QUESTION>". Keep the answer focused and reference the relevant files, functions, layers, and relationships from the knowledge graph. Replace <QUESTION> with the specific codebase question you want answered.
Suggested first task

Explain one code component

Uses understand-explain

  • One file path or component identifier to substitute for <FILE_PATH_OR_COMPONENT>.
  • An existing .ua/knowledge-graph.json, or the legacy .understand-anything/knowledge-graph.json, generated by the understand skill.
  • Run from the analyzed project's root directory.
Use the understand-explain skill to explain "<FILE_PATH_OR_COMPONENT>" in the current project. Replace <FILE_PATH_OR_COMPONENT> with one file path, or with a function in the documented form src/path/file.ts:functionName. Explain its architectural role, important connections, and input-to-output data flow clearly for a reader unfamiliar with the language.