{"adoption": {"forks": 196, "observed_at": "2026-08-28T04:06:00.783775+00:00", "stars": 1969}, "canonical_url": "https://ross.abutalabs.com/products/llm-wiki-compiler", "card": {"archived": false, "artifact_type": "cli-tool", "description": "The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM Wiki pattern.", "domain": ["large-language-models", "developer-tools", "documentation"], "enriched": true, "function": ["llm-inference", "rag", "search-engine", "markdown", "cli", "documentation", "mcp", "web-scraping", "pdf"], "health_score": 100, "homepage": "https://llmwiki.atomicstrata.ai", "language": "TypeScript", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["atomicstrata/llm-wiki-compiler"], "name": "atomicstrata/llm-wiki-compiler", "platform": ["cli", "cross-platform"], "pushed_at": "2026-08-26T01:58:43+00:00", "repo": "atomicstrata/llm-wiki-compiler", "stars": 1969, "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"], "topics": ["cli", "knowledge-base", "llm", "markdown", "obsidian", "wiki", "compiler", "context-engineering", "karpathy", "knowledge-compilation"], "urls": [], "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"], "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.", "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"], "when_to_choose": []}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/llm-wiki-compiler", "repo": "atomicstrata/llm-wiki-compiler", "role": "main", "score": 79}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:05:09.343821+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a57ccb0ad40edbaee429d5c1e2601efa86e17f7bb73008d99959841ba3bccbca", "fetched_at": "2026-08-28T04:06:00.783775+00:00", "kind": "readme", "missing": false, "url": "https://github.com/atomicstrata/llm-wiki-compiler"}, {"content_hash": "fe91980edf23b227cd5d678a9ab05c80d1373eee93786252661f1ca7fe4b401a", "fetched_at": "2026-08-29T10:45:09.930922+00:00", "kind": "homepage", "missing": false, "url": "https://llmwiki.atomicstrata.ai"}, {"content_hash": "a4622a4e52d8ea4f381f9831b6bfce596f5760911eaf6517f0323b32de4f5df3", "fetched_at": "2026-08-29T10:45:09.934570+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/quickstart"}, {"content_hash": "f819acbacb26c535f4d78a1a627bd71fe95033009dd4ae006d2f8867de02173c", "fetched_at": "2026-08-29T10:45:09.936418+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/installation"}, {"content_hash": "d1c5385eddae92b14ef5fa75b23c23708ad122cdd5cfecfe81a1eca029682b1a", "fetched_at": "2026-08-29T10:45:09.940160+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/llm-wiki-compiler"}, {"content_hash": "0108bf1d4b7a92ff82c21a94723fa6b0730e12715eefda72284173531b63ec3b", "fetched_at": "2026-08-29T10:45:09.938157+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/troubleshooting/faq"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:05:09.343821+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a57ccb0ad40edbaee429d5c1e2601efa86e17f7bb73008d99959841ba3bccbca", "fetched_at": "2026-08-28T04:06:00.783775+00:00", "kind": "readme", "missing": false, "url": "https://github.com/atomicstrata/llm-wiki-compiler"}, {"content_hash": "fe91980edf23b227cd5d678a9ab05c80d1373eee93786252661f1ca7fe4b401a", "fetched_at": "2026-08-29T10:45:09.930922+00:00", "kind": "homepage", "missing": false, "url": "https://llmwiki.atomicstrata.ai"}, {"content_hash": "a4622a4e52d8ea4f381f9831b6bfce596f5760911eaf6517f0323b32de4f5df3", "fetched_at": "2026-08-29T10:45:09.934570+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/quickstart"}, {"content_hash": "f819acbacb26c535f4d78a1a627bd71fe95033009dd4ae006d2f8867de02173c", "fetched_at": "2026-08-29T10:45:09.936418+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/installation"}, {"content_hash": "d1c5385eddae92b14ef5fa75b23c23708ad122cdd5cfecfe81a1eca029682b1a", "fetched_at": "2026-08-29T10:45:09.940160+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/llm-wiki-compiler"}, {"content_hash": "0108bf1d4b7a92ff82c21a94723fa6b0730e12715eefda72284173531b63ec3b", "fetched_at": "2026-08-29T10:45:09.938157+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/troubleshooting/faq"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:05:09.343821+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a57ccb0ad40edbaee429d5c1e2601efa86e17f7bb73008d99959841ba3bccbca", "fetched_at": "2026-08-28T04:06:00.783775+00:00", "kind": "readme", "missing": false, "url": "https://github.com/atomicstrata/llm-wiki-compiler"}, {"content_hash": "fe91980edf23b227cd5d678a9ab05c80d1373eee93786252661f1ca7fe4b401a", "fetched_at": "2026-08-29T10:45:09.930922+00:00", "kind": "homepage", "missing": false, "url": "https://llmwiki.atomicstrata.ai"}, {"content_hash": "a4622a4e52d8ea4f381f9831b6bfce596f5760911eaf6517f0323b32de4f5df3", "fetched_at": "2026-08-29T10:45:09.934570+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/quickstart"}, {"content_hash": "f819acbacb26c535f4d78a1a627bd71fe95033009dd4ae006d2f8867de02173c", "fetched_at": "2026-08-29T10:45:09.936418+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/installation"}, {"content_hash": "d1c5385eddae92b14ef5fa75b23c23708ad122cdd5cfecfe81a1eca029682b1a", "fetched_at": "2026-08-29T10:45:09.940160+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/llm-wiki-compiler"}, {"content_hash": "0108bf1d4b7a92ff82c21a94723fa6b0730e12715eefda72284173531b63ec3b", "fetched_at": "2026-08-29T10:45:09.938157+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/troubleshooting/faq"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:05:09.343821+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a57ccb0ad40edbaee429d5c1e2601efa86e17f7bb73008d99959841ba3bccbca", "fetched_at": "2026-08-28T04:06:00.783775+00:00", "kind": "readme", "missing": false, "url": "https://github.com/atomicstrata/llm-wiki-compiler"}, {"content_hash": "fe91980edf23b227cd5d678a9ab05c80d1373eee93786252661f1ca7fe4b401a", "fetched_at": "2026-08-29T10:45:09.930922+00:00", "kind": "homepage", "missing": false, "url": "https://llmwiki.atomicstrata.ai"}, {"content_hash": "a4622a4e52d8ea4f381f9831b6bfce596f5760911eaf6517f0323b32de4f5df3", "fetched_at": "2026-08-29T10:45:09.934570+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/quickstart"}, {"content_hash": "f819acbacb26c535f4d78a1a627bd71fe95033009dd4ae006d2f8867de02173c", "fetched_at": "2026-08-29T10:45:09.936418+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/installation"}, {"content_hash": "d1c5385eddae92b14ef5fa75b23c23708ad122cdd5cfecfe81a1eca029682b1a", "fetched_at": "2026-08-29T10:45:09.940160+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/llm-wiki-compiler"}, {"content_hash": "0108bf1d4b7a92ff82c21a94723fa6b0730e12715eefda72284173531b63ec3b", "fetched_at": "2026-08-29T10:45:09.938157+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/troubleshooting/faq"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:05:09.343821+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a57ccb0ad40edbaee429d5c1e2601efa86e17f7bb73008d99959841ba3bccbca", "fetched_at": "2026-08-28T04:06:00.783775+00:00", "kind": "readme", "missing": false, "url": "https://github.com/atomicstrata/llm-wiki-compiler"}, {"content_hash": "fe91980edf23b227cd5d678a9ab05c80d1373eee93786252661f1ca7fe4b401a", "fetched_at": "2026-08-29T10:45:09.930922+00:00", "kind": "homepage", "missing": false, "url": "https://llmwiki.atomicstrata.ai"}, {"content_hash": "a4622a4e52d8ea4f381f9831b6bfce596f5760911eaf6517f0323b32de4f5df3", "fetched_at": "2026-08-29T10:45:09.934570+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/quickstart"}, {"content_hash": "f819acbacb26c535f4d78a1a627bd71fe95033009dd4ae006d2f8867de02173c", "fetched_at": "2026-08-29T10:45:09.936418+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/installation"}, {"content_hash": "d1c5385eddae92b14ef5fa75b23c23708ad122cdd5cfecfe81a1eca029682b1a", "fetched_at": "2026-08-29T10:45:09.940160+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/llm-wiki-compiler"}, {"content_hash": "0108bf1d4b7a92ff82c21a94723fa6b0730e12715eefda72284173531b63ec3b", "fetched_at": "2026-08-29T10:45:09.938157+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/troubleshooting/faq"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:05:09.343821+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a57ccb0ad40edbaee429d5c1e2601efa86e17f7bb73008d99959841ba3bccbca", "fetched_at": "2026-08-28T04:06:00.783775+00:00", "kind": "readme", "missing": false, "url": "https://github.com/atomicstrata/llm-wiki-compiler"}, {"content_hash": "fe91980edf23b227cd5d678a9ab05c80d1373eee93786252661f1ca7fe4b401a", "fetched_at": "2026-08-29T10:45:09.930922+00:00", "kind": "homepage", "missing": false, "url": "https://llmwiki.atomicstrata.ai"}, {"content_hash": "a4622a4e52d8ea4f381f9831b6bfce596f5760911eaf6517f0323b32de4f5df3", "fetched_at": "2026-08-29T10:45:09.934570+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/quickstart"}, {"content_hash": "f819acbacb26c535f4d78a1a627bd71fe95033009dd4ae006d2f8867de02173c", "fetched_at": "2026-08-29T10:45:09.936418+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/installation"}, {"content_hash": "d1c5385eddae92b14ef5fa75b23c23708ad122cdd5cfecfe81a1eca029682b1a", "fetched_at": "2026-08-29T10:45:09.940160+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/llm-wiki-compiler"}, {"content_hash": "0108bf1d4b7a92ff82c21a94723fa6b0730e12715eefda72284173531b63ec3b", "fetched_at": "2026-08-29T10:45:09.938157+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/troubleshooting/faq"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:00.783775+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:05:09.343821+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a57ccb0ad40edbaee429d5c1e2601efa86e17f7bb73008d99959841ba3bccbca", "fetched_at": "2026-08-28T04:06:00.783775+00:00", "kind": "readme", "missing": false, "url": "https://github.com/atomicstrata/llm-wiki-compiler"}, {"content_hash": "fe91980edf23b227cd5d678a9ab05c80d1373eee93786252661f1ca7fe4b401a", "fetched_at": "2026-08-29T10:45:09.930922+00:00", "kind": "homepage", "missing": false, "url": "https://llmwiki.atomicstrata.ai"}, {"content_hash": "a4622a4e52d8ea4f381f9831b6bfce596f5760911eaf6517f0323b32de4f5df3", "fetched_at": "2026-08-29T10:45:09.934570+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/quickstart"}, {"content_hash": "f819acbacb26c535f4d78a1a627bd71fe95033009dd4ae006d2f8867de02173c", "fetched_at": "2026-08-29T10:45:09.936418+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/installation"}, {"content_hash": "d1c5385eddae92b14ef5fa75b23c23708ad122cdd5cfecfe81a1eca029682b1a", "fetched_at": "2026-08-29T10:45:09.940160+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/llm-wiki-compiler"}, {"content_hash": "0108bf1d4b7a92ff82c21a94723fa6b0730e12715eefda72284173531b63ec3b", "fetched_at": "2026-08-29T10:45:09.938157+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/troubleshooting/faq"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:05:09.343821+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a57ccb0ad40edbaee429d5c1e2601efa86e17f7bb73008d99959841ba3bccbca", "fetched_at": "2026-08-28T04:06:00.783775+00:00", "kind": "readme", "missing": false, "url": "https://github.com/atomicstrata/llm-wiki-compiler"}, {"content_hash": "fe91980edf23b227cd5d678a9ab05c80d1373eee93786252661f1ca7fe4b401a", "fetched_at": "2026-08-29T10:45:09.930922+00:00", "kind": "homepage", "missing": false, "url": "https://llmwiki.atomicstrata.ai"}, {"content_hash": "a4622a4e52d8ea4f381f9831b6bfce596f5760911eaf6517f0323b32de4f5df3", "fetched_at": "2026-08-29T10:45:09.934570+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/quickstart"}, {"content_hash": "f819acbacb26c535f4d78a1a627bd71fe95033009dd4ae006d2f8867de02173c", "fetched_at": "2026-08-29T10:45:09.936418+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/installation"}, {"content_hash": "d1c5385eddae92b14ef5fa75b23c23708ad122cdd5cfecfe81a1eca029682b1a", "fetched_at": "2026-08-29T10:45:09.940160+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/llm-wiki-compiler"}, {"content_hash": "0108bf1d4b7a92ff82c21a94723fa6b0730e12715eefda72284173531b63ec3b", "fetched_at": "2026-08-29T10:45:09.938157+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/troubleshooting/faq"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:05:09.343821+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a57ccb0ad40edbaee429d5c1e2601efa86e17f7bb73008d99959841ba3bccbca", "fetched_at": "2026-08-28T04:06:00.783775+00:00", "kind": "readme", "missing": false, "url": "https://github.com/atomicstrata/llm-wiki-compiler"}, {"content_hash": "fe91980edf23b227cd5d678a9ab05c80d1373eee93786252661f1ca7fe4b401a", "fetched_at": "2026-08-29T10:45:09.930922+00:00", "kind": "homepage", "missing": false, "url": "https://llmwiki.atomicstrata.ai"}, {"content_hash": "a4622a4e52d8ea4f381f9831b6bfce596f5760911eaf6517f0323b32de4f5df3", "fetched_at": "2026-08-29T10:45:09.934570+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/quickstart"}, {"content_hash": "f819acbacb26c535f4d78a1a627bd71fe95033009dd4ae006d2f8867de02173c", "fetched_at": "2026-08-29T10:45:09.936418+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/installation"}, {"content_hash": "d1c5385eddae92b14ef5fa75b23c23708ad122cdd5cfecfe81a1eca029682b1a", "fetched_at": "2026-08-29T10:45:09.940160+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/llm-wiki-compiler"}, {"content_hash": "0108bf1d4b7a92ff82c21a94723fa6b0730e12715eefda72284173531b63ec3b", "fetched_at": "2026-08-29T10:45:09.938157+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/troubleshooting/faq"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:05:09.343821+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "a57ccb0ad40edbaee429d5c1e2601efa86e17f7bb73008d99959841ba3bccbca", "fetched_at": "2026-08-28T04:06:00.783775+00:00", "kind": "readme", "missing": false, "url": "https://github.com/atomicstrata/llm-wiki-compiler"}, {"content_hash": "fe91980edf23b227cd5d678a9ab05c80d1373eee93786252661f1ca7fe4b401a", "fetched_at": "2026-08-29T10:45:09.930922+00:00", "kind": "homepage", "missing": false, "url": "https://llmwiki.atomicstrata.ai"}, {"content_hash": "a4622a4e52d8ea4f381f9831b6bfce596f5760911eaf6517f0323b32de4f5df3", "fetched_at": "2026-08-29T10:45:09.934570+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/quickstart"}, {"content_hash": "f819acbacb26c535f4d78a1a627bd71fe95033009dd4ae006d2f8867de02173c", "fetched_at": "2026-08-29T10:45:09.936418+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/installation"}, {"content_hash": "d1c5385eddae92b14ef5fa75b23c23708ad122cdd5cfecfe81a1eca029682b1a", "fetched_at": "2026-08-29T10:45:09.940160+00:00", "kind": "registry_npm", "missing": false, "url": "https://registry.npmjs.org/llm-wiki-compiler"}, {"content_hash": "0108bf1d4b7a92ff82c21a94723fa6b0730e12715eefda72284173531b63ec3b", "fetched_at": "2026-08-29T10:45:09.938157+00:00", "kind": "site_page", "missing": false, "url": "https://llmwiki.atomicstrata.ai/troubleshooting/faq"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 10, "rhythm": 93}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["young"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 150, "days_push": 8, "days_rel": 49, "gap_med": 8.0, "n_releases_24m": 11}, "score": 79, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}