Summary
Turns a Karpathy-pattern LLM wiki (the three-layer setup with raw sources, wikilinked markdown, and a schema file) into an interactive knowledge graph. It scans your wiki directory for articles and wikilinks, then dispatches subagents to extract implicit relationships and entities that aren't explicitly linked. The output is a force-directed graph with topic clustering and a guided tour built from your index.md structure. Useful if you're maintaining one of these wikis and want to surface the conceptual structure that's hiding between the explicit wikilinks. The deterministic extraction is all Python, LLM agents only handle inference work.
Install to Claude Code
npx -y skills add egonex-ai/understand-anything --skill understand-knowledge --agent claude-codeInstalls into .claude/skills of the current project.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Files
SKILL.md
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Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
