Individual skill
llm-wiki
Karpathy's LLM Wiki — build and maintain a persistent, interlinked markdown knowledge base. Ingest sources, query compiled knowledge, and lint for consistency.
skills/research/llm-wiki/SKILL.md
Source commit ddb83fda4d5fc006a32b185220fbbf1d039cc037
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 10
- Repository last updated
- Apr 14, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-framework Repository topic
- agent-memory Repository topic
- agents Repository topic
- ai Repository topic
- anthropic Repository topic
- claude Repository topic
- clawdbot Repository topic
- codex Repository topic
- hermes Repository topic
- openai Repository topic
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 17,293 bytesSKILL.mdcore · 17,293 bytesSKILL.mdcore · 17,293 bytesSKILL.mdcore · 17,293 bytesSKILL.mdcore · 17,293 bytesSKILL.mdcore · 17,293 bytesSKILL.mdcore · 17,293 bytesSKILL.mdcore · 17,293 bytesSKILL.mdcore · 17,293 bytesSKILL.mdcore · 17,293 bytesSKILL.mdcore · 17,293 bytesSKILL.mdcore · 17,293 bytes
Read excerpt
# 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