Understand Knowledge

Understand Knowledge is a Data skill for Claude Code, published by Egonex-AI in Understand-Anything.

79.1K stars6.6K forkson Egonex-AI/Understand-AnythingAdded 2026/08/13Repository updated 2026/08/11

antigravity-skillsbusiness-knowledgeclaude-codeclaude-skillscodebase-analysiscodexcodex-skillsdeveloper-tools-ai-agentgemini-cli-skillskarpathy-llm-wikiknowledge-baseknowledge-graphmemoryopencode-skillspi-agentunderstandcodevibe-coding

Install in seconds

Install Understand Knowledge

Copy Understand Knowledge into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Egonex-AI/Understand-Anything/tree/main/understand-anything-plugin/skills/understand-knowledge ~/.claude/skills/understand-knowledge

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Egonex-AI/Understand-Anything.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: understand-anything-plugin/skills/understand-knowledge/SKILL.md in Egonex-AI/Understand-Anything
Installs to: ~/.claude/skills/understand-knowledge
Collection: One of 9 skills cataloged from this repository
Category: Data — 668 skills

What Understand Knowledge does

Understand Knowledge analyzes a Karpathy-pattern LLM wiki knowledge base and generates an interactive knowledge graph with entities, implicit relationships, and topic clusters. Use it when you have raw sources, wiki markdown with wikilinks, and a schema file and want a visual dashboard.

Understand Knowledge is cataloged under Data on DirSkills. Understand Knowledge comes from a repository tagged antigravity-skills, business-knowledge, claude-code, claude-skills and codebase-analysis.

Documentation

README

Excerpt

/understand-knowledge

Analyzes a Karpathy-pattern LLM wiki — a three-layer knowledge base with raw sources, wiki markdown, and a schema file — and produces an interactive knowledge graph dashboard.

What It Detects

The Karpathy LLM wiki pattern (see https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f):

Raw sources — immutable source documents (articles, papers, data files)
Wiki — LLM-generated markdown files with wikilinks ([[target]] syntax)
Schema — CLAUDE.md, AGENTS.md, or similar configuration file
index.md — content catalog organized by categories
log.md — chronological operation log

Detection signals: has index.md + multiple .md files with wikilinks. May have raw/ directory and schema file.

This is the opening of the README. Read the full README on GitHub.

Commands Understand Knowledge provides

Slash commands named in this skill’s SKILL.md, listed in the order they first appear.

/understand-knowledge
/intermediate
/understand-dashboard

Frequently asked about Understand Knowledge

What else does Egonex-AI publish alongside Understand Knowledge?
Understand Knowledge is one of 9 skills that DirSkills catalogs from Egonex-AI/Understand-Anything, the repository it ships in. Its siblings there include Understand & Explain, Understand Anything and Understand Chat. Each one is a separate skill with its own page in this directory, installs the same way Understand Knowledge does, and is maintained by Egonex-AI in that same repository. The rest of the collection is listed on the Egonex-AI/Understand-Anything page.
How does Understand Knowledge compare to other Data skills?
Understand Knowledge ranks #17 by stars among the 668 Data skills in this catalog. The most-starred ones next to it are Benchmark Methodology, Jupyter Notebook and Solana. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Understand Knowledge against them. Open each page to compare what they document and how they install.