# atomicstrata/llm-wiki-compiler

The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.

Repository: https://github.com/atomicstrata/llm-wiki-compiler
Canonical: https://ross.abutalabs.com/products/llm-wiki-compiler
Homepage: https://llmwiki.atomicstrata.ai
Language: TypeScript
License: MIT
License Family: permissive
Topics: cli, knowledge-base, llm, markdown, obsidian, wiki, compiler, context-engineering, karpathy, knowledge-compilation
Last push: 2026-08-26T01:58:43+00:00

## Health v2 (maintenance only)
Score: 79/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 99, release rhythm 93, longevity 10
- inputs: {"age_days": 150, "days_push": 8, "days_rel": 49, "gap_med": 8.0, "n_releases_24m": 11}
- flags: young
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1969, forks 196 (observed 2026-08-28T04:06:00.783775+00:00)

## What it is
llmwiki is a Node.js CLI knowledge compiler that turns raw sources (papers, docs, notes, PDFs, URLs) into an interlinked, citation-traceable markdown wiki via a two-phase LLM pipeline. It supports configurable lifecycle profiles, semantic search, MCP agent integration, and exports in Open Knowledge Format, JSON-LD, GraphML, and llms.txt.

## Use cases
- compile research papers into an interlinked wiki
- build a persistent knowledge base from notes and docs
- give AI agents a citation-aware context pack
- convert PDFs and web pages into structured markdown pages
- query a compiled knowledge base with natural language
- export knowledge for Obsidian or OKF-compatible tools

## When to avoid
- you need a general static-site generator
- you want a heavy ontology database
- your raw sources change so fast that compilation overhead outweighs reuse
- you lack an LLM API key or Node.js >= 24

## Facets
- artifact type: cli-tool
- maturity: active
- function: llm-inference, rag, search-engine, markdown, cli, documentation, mcp, web-scraping, pdf
- domain: large-language-models, developer-tools, documentation
- platform: cli, cross-platform
- tags: knowledge-compiler, wiki-generation, obsidian, context-engineering, citation-tracing, lifecycle-profiles, open-knowledge-format, llm-pipeline, karpathy-llm-wiki, knowledge-management, natural-language-processing, command-line, nodejs

## Member repositories
- atomicstrata/llm-wiki-compiler (main) score 79

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:00.783775+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T03:05:09.343821+00:00, confidence not recorded.
  - readme: https://github.com/atomicstrata/llm-wiki-compiler (fetched 2026-08-28T04:06:00.783775+00:00, sha a57ccb0ad40e)
  - homepage: https://llmwiki.atomicstrata.ai (fetched 2026-08-29T10:45:09.930922+00:00, sha fe91980edf23)
  - site_page: https://llmwiki.atomicstrata.ai/quickstart (fetched 2026-08-29T10:45:09.934570+00:00, sha a4622a4e52d8)
  - site_page: https://llmwiki.atomicstrata.ai/installation (fetched 2026-08-29T10:45:09.936418+00:00, sha f819acbacb26)
  - registry_npm: https://registry.npmjs.org/llm-wiki-compiler (fetched 2026-08-29T10:45:09.940160+00:00, sha d1c5385eddae)
  - site_page: https://llmwiki.atomicstrata.ai/troubleshooting/faq (fetched 2026-08-29T10:45:09.938157+00:00, sha 0108bf1d4b7a)
- Data as of 2026-08-30T08:39:29.467469+00:00.