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llm-wiki

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Karpathy's LLM Wiki: build/query interlinked markdown KB.

optional-skills/research/llm-wiki/SKILL.md

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Matches the observed repository HEAD
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Scanner rules are current
Yes
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Observed behavior
Network or broad shell
Last checked
Nov 9, 2026

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262,686
Repository last updated
Nov 11, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

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# Karpathy's LLM Wiki

Build and maintain a persistent, compounding knowledge base as interlinked markdown files.
Based on [Andrej Karpathy's LLM Wiki pattern](https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f).

Unlike traditional RAG (which rediscovers knowledge from scratch per query), the wiki
compiles knowledge once and keeps it current. Cross-references are already there.
Contradictions have already been flagged. Synthesis reflects everything ingested.

**Division of labor:** The human curates sources and directs analysis. The agent
summarizes, cross-references, files, and maintains consistency.

## When This Skill Activates
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