llm-wiki: Open-source template for building LLM-powered knowledge bases following Karpathy's LLM Wiki pattern

by tonbistudio · AI Tool · ★ 265

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Security audit verdict: SAFE · quality 62/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

Quick Facts

Stars265
Forks80
CategoryAI Tool
LicenseMIT
Quality Score62/100
Last Updated2026-06-19
Created2026-04-08
Est. Tokens~2k

About llm-wiki

LLM Wiki An open-source template for building LLM-powered knowledge bases, following Andrej Karpathy's "LLM Wiki" pattern. You provide raw sources. The LLM reads them, writes structured wiki pages, cross-links everything, and maintains it over time. You never edit the wiki directly — you curate sources and ask questions.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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