{"enrichment":{"faq":[{"a":"llm-wiki helps you create a compounding knowledge base as interlinked markdown files. Start by ingesting your sources\u2014research papers, articles, notes\u2014and the system compiles them into a persistent wiki with built-in cross-references. Unlike systems that rediscover information per query, llm-wiki organizes knowledge once, maintains it with wikilinks, and keeps everything current as you add new sources. You curate what goes in; the agent handles summarization and filing.","q":"How do I build a personal knowledge base with llm-wiki?"},{"a":"Yes. llm-wiki is designed to set up and maintain a persistent knowledge management system inspired by Andrej Karpathy's pattern. It builds interlinked markdown files that compound over time, automatically creating cross-references between related concepts. The system stays current through ongoing maintenance, contradiction detection, and consistency checks\u2014so your knowledge base grows more valuable as you add sources rather than requiring constant reorganization.","q":"Can llm-wiki set up a persistent knowledge management system?"},{"a":"llm-wiki includes built-in health checks for your knowledge base. It lints your wiki to find orphaned notes, broken links, and consistency issues. The system also detects contradictions across your compiled content, helping you identify gaps or conflicts in your research. These maintenance features run automatically, so you can trust that your knowledge base stays coherent and well-connected as it grows.","q":"What does llm-wiki do to lint and audit my wiki?"},{"a":"llm-wiki lets you query your existing wiki and synthesize answers directly from compiled content. Rather than searching the web each time, you ask questions against your own organized knowledge base. The system draws from your interlinked markdown files and cross-references to provide answers grounded in sources you've already vetted and filed\u2014making research faster and more reliable.","q":"How do I query my compiled knowledge base with llm-wiki?"},{"a":"llm-wiki organizes research by extracting and linking entities, concepts, and comparisons from your sources. When you ingest new material, the system identifies key ideas, connects them to existing notes via wikilinks, and structures them for easy retrieval. This approach lets you build a knowledge graph within markdown, so related research naturally surfaces together without manual cross-referencing.","q":"How does llm-wiki organize research into entities and concepts?"},{"a":"llm-wiki is released under the MIT license, making it free to use, modify, and distribute for both personal and commercial projects.","q":"What license does llm-wiki use?"}],"shadow_tags":["knowledge-management","markdown-native","semantic-linking","research-organization","content-curation","schema-driven","obsidian-compatible","contradiction-detection","incremental-synthesis"],"summary_rewrite":"llm-wiki helps you create and maintain a compounding knowledge base as interlinked markdown files, inspired by Andrej Karpathy's pattern. Unlike traditional retrieval systems that rediscover information per query, this skill compiles knowledge once and keeps it current with built-in cross-references and contradiction detection. The agent handles summarization, filing, and maintenance while you curate sources and direct analysis."},"files":[{"bytes":16868,"path":"crates/skills/src/assets/research/llm-wiki/SKILL.md","sha256":"8bad1aaf8f2249ddf4f6f60f41e88c657934273f135c00e5f35b28f4cf7cf9ba","url":"https://skillfed.io/files/moltis-org/moltis/llm-wiki/e6d5603c/SKILL.md"}],"id":"moltis-org/moltis/llm-wiki","links":{"html":"https://skillfed.io/moltis-org/moltis/llm-wiki","md":"https://skillfed.io/moltis-org/moltis/llm-wiki.md","repo":"https://github.com/moltis-org/moltis"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":327,"language":"Rust","last_updated":"2026-07-27","license":"MIT","name":"llm-wiki","publisher":"moltis-org","stars":2795},"relations":{"similar":[{"id":"NousResearch/hermes-agent/llm-wiki"},{"id":"graniet/kheish/llm-wiki"},{"id":"Open-Curiosity/gini-agent/knowledge-base"},{"id":"AgriciDaniel/claude-obsidian/wiki"},{"id":"Ar9av/obsidian-wiki/wiki-rebuild"},{"id":"open-gitagent/opengap/wiki-ingest"},{"id":"Pratiyush/llm-wiki/llmwiki-ingest"},{"id":"AgriciDaniel/claude-obsidian/wiki-ingest"},{"id":"NicholasSpisak/second-brain/second-brain-ingest"},{"id":"IssacW228/student-llm-wiki/wiki-ingest"}]},"slug":{"owner":"moltis-org","repo":"moltis","skill":"llm-wiki"},"version":"e6d5603c"}