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LLM Wiki Agent
LLM Wiki Agent is a coding agent skill that reads source documents and builds a persistent interlinked wiki.
LLM Wiki Agent is a coding agent skill designed to read source documents and build a persistent, interlinked wiki. It operates by having agents ingest raw documents, extract knowledge, and maintain structured markdown pages across sessions. The system automatically creates entity and concept pages, updates living overviews, flags contradictions, and generates an interactive knowledge graph. It supports multiple input formats like markdown, PDF, DOCX, PPTX, XLSX, HTML, TXT, CSV, JSON, XML, RST, EPUB, and audio files, with auto-conversion via markitdown. The wiki integrates with Obsidian for browsing and relies on a local stack including NetworkX, Louvain, Claude, and vis.js.
LLM Wiki Agent at a glance
Key features
- Ingests multiple file formats with auto-conversion
- Builds entity and concept pages automatically
- Maintains a living overview of ingested knowledge
- Flags contradictions at ingest time
- Generates an interactive knowledge graph visualization
- Produces lint reports for gaps and orphan pages
- Integrates with Obsidian for vault browsing
Use it for
- Conducting deep research over weeks of reading papers
- Reading books and building character or theme pages
- Maintaining a personal knowledge base of habits and goals
- Managing business and team intelligence from transcripts
- Tracking competitive analysis on companies and markets
Alternatives to LLM Wiki Agent
- LLM Wiki Compiler — Compiles raw sources into a citation-traced, interlinked markdown wiki.
- LLM Wiki Research — Compiles parallel agent research into source-backed markdown knowledge bases.
- Karpathy LLM Wiki — Maintains a compounding markdown knowledge base instead of re-searching raw documents.
- Obsidian Wiki — Compiles knowledge into markdown and carries context across agent sessions.
- Claudian — Turns an Obsidian vault into a functional directory for AI agents.
- IWE — Works natively across Mac apps, text editors, terminal CLI, and MCP servers.
- Obsidian Skills — Integrates AI agents directly with Obsidian vaults and markdown files.
- MinerU — Parses complex documents and tables into structured markdown for agents.
- SwarmVault — Compiles raw sources into a local-first knowledge graph without requiring cloud access.
- Claude Obsidian — Maintains user ownership of files in a local-first, source-cited vault.
- Cangjie Skill — Turns passive notes and media into callable agent skills with deterministic delivery modes.
- MS-Agent — It supports multimodal inputs, autonomous scheduling, and modular tool integration.
All LLM Wiki Agent alternatives