{"repo":"cablate/llm-atomic-wiki","free":true,"listed":false,"github":"https://github.com/cablate/llm-atomic-wiki","clone":"git clone https://github.com/cablate/llm-atomic-wiki.git","description":"An extension of Karpathy's LLM Wiki pattern: atom layer, topic-branches, two-layer Lint. Distilled from running the pattern end-to-end.","language":"Shell","stars":147,"topics":["karpathy","knowledge-base","knowledge-management","llm","markdown","wiki"],"license":null,"category":"ai-agents","readme_excerpt":"llm-atomic-wiki Built on top of Andrej Karpathy's LLM Wiki . All credit to him for the pattern — this repo is what I learned by running it end-to-end, plus four small additions that helped at scale. 584 posts · 8,668 replies · 630 atoms · 83 wiki pages · 11 branches The repo gives you the framework — methodology, schema, scripts, folder structure. Fork it and run it on your own materials. My actual content stays private; the kit is what you get. 🇹🇼 中文版 README · 📖 the story behind this repo --- What this adds on top of Karpathy's pattern Karpathy's gist captures the core pattern in beautifully minimal form. The four additions below came from problems I hit while running it at scale — they extend his pattern, they don't replace it. Four additions: 1. Atom layer. Karpathy goes raw → wiki in one compile step. I added atoms in between — one atom equals one claim, with frontmatter (source, type, depth, tags, date). Atoms are the source of truth; wiki is a derived cache. When a wiki page gets a fact wrong, you go back to the atom, not the raw source. This solves the \"loss of information\" and \"false sense of source of truth\" problems that commenter frosk1 raised on the original gist. 2. Topic-branches at the atom layer. Karpathy's wiki is flat. I organize atoms by topic into branch folders at the repo root (one folder per branch), then compile to flat wiki pages with topic prefixes ( wiki/ - .md ). The atom layer becomes browsable; the wiki layer stays index-friendly. 3. Two-layer","default_branch":null,"files":null,"tree":[],"storefront":"/r/cablate","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/cablate/llm-atomic-wiki/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}