←Leaderboard/Knowledge/Understand-Anything
Last commit on October 16, 2026·Created on March 15, 2026

Egonex-AI/Understand-Anything

“Explore codebases through interactive knowledge graphs.”
Combined rank
#13
across all skills
In Knowledge
#2
category rank
Stars
90.9k
+2.3% in last 7d
Forks
7.8k
+3.2% in last 7d
Watchers
288
+5.1% 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 tech leads navigate unfamiliar systems by extracting business domain knowledge and visualizing it through an interactive dashboard. It maps the relationships within a codebase, making high-level system design and component dependencies visible.

The tool streamlines the review process by analyzing git diffs and pull requests to identify affected components and potential risks, while a chat interface allows for direct querying of the codebase via its knowledge graph.

WHO IT'S FOR
Software Architects
visualize codebase structure and domain flows
Technical Leads
analyze pull requests and change risks
Onboarding Engineers
explore unfamiliar codebases via interactive graphs
Knowledge Engineers
transform LLM wikis into knowledge graphs
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.

See the repository for installation instructions.

Open repository instructions ↗

Give it something to do.

Author’s example

Build your project's knowledge graph

Uses understand

  • Open the codebase you want to analyze as the current working directory.
  • The initial analysis covers the codebase and may consume significant tokens on large projects; subsequent runs are incremental by default.

Make sure understand is installed in your agent before trying this task.

Use the understand skill to analyze this project.
Suggested first task

Find a component's dependencies and callers

Uses understand-chat

  • Replace [component or feature] with a real component name or feature from your project.
  • An existing .ua/knowledge-graph.json, or legacy .understand-anything/knowledge-graph.json; use the understand skill first if no graph exists.
  • Run from the project root.

Make sure understand-chat is installed in your agent before trying this task.

Use the understand-chat skill to answer this question about the current project: What does [component or feature] depend on, and what calls or uses it? Give a concise explanation with specific file and function references, and flag any graph freshness issues.
Suggested first task

Understand one source file in context

Uses understand-explain

  • Replace [file-path] with an existing source file path relative to your project root.
  • An existing .ua/knowledge-graph.json, or legacy .understand-anything/knowledge-graph.json; use the understand skill first if no graph exists.
  • Access to the selected source file and the project root.

Make sure understand-explain is installed in your agent before trying this task.

Use the understand-explain skill to explain [file-path] in the current project. Describe its architectural role, main functions, dependencies and callers, and how data flows through it. Read the actual source and explain unfamiliar language constructs clearly.