{"enrichment":{"faq":[{"a":"Karpathy-llm-wiki organizes your knowledge into two layers: immutable source files and compiled wiki articles. You ingest sources into raw directories, which then compile into topic-organized wiki pages with automatic fact-checking. The system uses LLM capabilities to verify facts against originals and enforce grounding invariants, creating a persistent, compounding knowledge artifact you build and query over time.","q":"How do I create an LLM wiki with karpathy-llm-wiki?"},{"a":"Karpathy-llm-wiki maintains two distinct layers: raw directories store immutable source files you ingest, while wiki directories contain compiled articles organized by topic. Sources feed into the raw layer, then compile into structured wiki pages. This separation ensures your original sources remain unchanged while allowing the wiki to grow and evolve as a permanent knowledge artifact.","q":"What is the structure of karpathy-llm-wiki's raw and wiki directories?"},{"a":"Karpathy-llm-wiki performs fact verification and grounding invariant enforcement when you ingest sources into the wiki. The system checks facts against original sources to maintain integrity across articles. This verification process ensures that compiled wiki pages remain grounded in your source material, preventing drift and maintaining evidence integrity as your knowledge base grows.","q":"How does karpathy-llm-wiki verify facts when ingesting sources?"},{"a":"Yes. Karpathy-llm-wiki lets you query your personal wiki to retrieve and synthesize knowledge on specific topics. You can then archive synthesized query results as permanent wiki pages with proper citations. This allows you to build on previous research and create new articles from query synthesis, making your wiki a continuously compounding resource.","q":"Can I query my personal wiki and archive the results?"},{"a":"Karpathy-llm-wiki includes linting capabilities to check wiki quality, consistency, and evidence integrity across articles. The system verifies that compiled pages remain grounded in source material and enforces structural consistency. Regular linting helps catch drift and maintain the reliability of your knowledge base as it grows over time.","q":"How does karpathy-llm-wiki maintain quality and consistency?"},{"a":"Karpathy-llm-wiki is released under the MIT license, allowing you to freely use, modify, and distribute the system for personal knowledge management and other purposes.","q":"What license does karpathy-llm-wiki use?"}],"shadow_tags":["knowledge-compounding","source-fidelity","fact-verification","wiki-architecture","ai-assisted-curation","immutable-sources","cascade-updates","evidence-grounding","personal-kb","semantic-organization"],"summary_rewrite":"Karpathy LLM Wiki organizes your knowledge into two layers: immutable source files and compiled wiki articles that grow together. Sources feed into raw directories, then compile into topic-organized wiki pages with automatic fact-checking against originals. The wiki becomes a persistent, compounding artifact you query and maintain over time."},"files":[{"bytes":14342,"path":"SKILL.md","sha256":"c154f62094738b65e91dbb1c706758137290c622e386b3204e87c60a78f75748","url":"https://skillfed.io/files/Astro-Han/karpathy-llm-wiki/karpathy-llm-wiki/fed978cc/SKILL.md"}],"gist":{"api_url":"https://skillfed.io/api/skills/Astro-Han/karpathy-llm-wiki/karpathy-llm-wiki.json","as_of":"2026-07-23","description":"Karpathy LLM Wiki helps you build a personal knowledge base by organizing source material and compiling it.","install":{"file":"SKILL.md","manual":["git clone https://github.com/Astro-Han/karpathy-llm-wiki","cp -r karpathy-llm-wiki ~/.claude/skills/karpathy-llm-wiki"],"primary":"npx skillfed install Astro-Han/karpathy-llm-wiki/karpathy-llm-wiki","version":"fed978cc"},"kind":"skill","mirror_url":"https://skillfed.io/Astro-Han/karpathy-llm-wiki/karpathy-llm-wiki.md","similar":[{"id":"sammcj/agentic-coding/llm-wiki","name":"llm-wiki","publisher":"sammcj/agentic-coding","url":"https://skillfed.io/sammcj/agentic-coding/llm-wiki"},{"id":"nvk/llm-wiki/wiki-manager","name":"wiki-manager","publisher":"nvk/llm-wiki","url":"https://skillfed.io/nvk/llm-wiki/wiki-manager"},{"id":"NousResearch/hermes-agent/llm-wiki","name":"llm-wiki","publisher":"NousResearch/hermes-agent","url":"https://skillfed.io/NousResearch/hermes-agent/llm-wiki"},{"id":"nvk/llm-wiki/wiki","name":"wiki","publisher":"nvk/llm-wiki","url":"https://skillfed.io/nvk/llm-wiki/wiki"},{"id":"sanyuan0704/sanyuan-skills/wiki-ingest","name":"wiki-ingest","publisher":"sanyuan0704/sanyuan-skills","url":"https://skillfed.io/sanyuan0704/sanyuan-skills/wiki-ingest"}],"title":"karpathy-llm-wiki by Astro-Han \u2014 SkillFed","use":{"when":["Karpathy-llm-wiki maintains two distinct layers: raw directories store immutable source files you ingest.","Karpathy-llm-wiki performs fact verification and grounding invariant enforcement when you ingest sources into the wiki."]},"verify":{"line":"Read SKILL.md below before installing","n_files":16},"what":{"lead":"Karpathy LLM Wiki helps you build a personal knowledge base by organizing source material and compiling it into structured wiki articles.","rest":"Karpathy LLM Wiki organizes your knowledge into two layers: immutable source files and compiled wiki articles that grow together. Sources feed into raw directories, then compile into topic-organized wiki pages with automatic fact-checking against originals. The wiki becomes a persistent, compounding artifact you query and maintain over time."}},"id":"Astro-Han/karpathy-llm-wiki/karpathy-llm-wiki","links":{"html":"https://skillfed.io/Astro-Han/karpathy-llm-wiki/karpathy-llm-wiki","md":"https://skillfed.io/Astro-Han/karpathy-llm-wiki/karpathy-llm-wiki.md","repo":"https://github.com/Astro-Han/karpathy-llm-wiki"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":190,"language":"Python","last_updated":"2026-07-23","license":"MIT","name":"karpathy-llm-wiki","publisher":"Astro-Han","stars":1649},"relations":{"similar":[{"id":"sammcj/agentic-coding/llm-wiki"},{"id":"nvk/llm-wiki/wiki-manager"},{"id":"NousResearch/hermes-agent/llm-wiki"},{"id":"learnwy/skills/lwy-llm-wiki"},{"id":"nvk/llm-wiki/wiki"},{"id":"sanyuan0704/sanyuan-skills/wiki-ingest"},{"id":"nanocoai/nanoclaw/add-karpathy-llm-wiki"},{"id":"moltis-org/moltis/llm-wiki"},{"id":"graniet/kheish/llm-wiki"},{"id":"akillness/jeo-skills/llm-wiki"}]},"slug":{"owner":"Astro-Han","repo":"karpathy-llm-wiki","skill":"karpathy-llm-wiki"},"version":"fed978cc"}