LLM Wiki Agent ingests various document formats to build a persistent, interlinked markdown-based knowledge wiki with auto-generated entity, concept, and synthesis pages. It supports Claude Code, Codex/OpenAI, Gemini CLI, and other readers via a config schema.
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What it is
A coding agent skill that ingests source documents to build a persistent interlinked wiki. It creates a structured markdown knowledge base with pages for sources, entities, concepts, and syntheses, and provides a live overview and a knowledge graph.
How it works
Drop documents into raw/, agent reads a configuration schema (CLAUDE.md / AGENTS.md / GEMINI.md) and ingests sources to update wiki/ and graph/. Ingested content yields: wiki/index.md, wiki/log.md, wiki/overview.md, wiki/sources/, wiki/entities/, wiki/concepts/, wiki/syntheses/, plus graph/graph.json and graph.html. The tool flags contradictions at ingest time and maintains cross-references via wikilinks. It supports multiple agents through specific command mappings (e.g., /wiki-ingest, /wiki-query, /wiki-graph) and slash commands for Claude Code.
Getting started
Install is not a separate Python setup; after cloning the repo, run:
git clone https://github.com/SamurAIGPT/llm-wiki-agent.git
cd llm-wiki-agent
Then use the agent commands corresponding to your reader: Claude Code, Codex, OpenCode, or Gemini:
claude # reads CLAUDE.md + .claude/commands/ (slash commands available)
codex # reads AGENTS.md
opencode # reads AGENTS.md
gemini # reads GEMINI.md
Usage examples include ingesting files and querying the wiki, building the graph, and linting:
ingest raw/papers/my-paper.md
ingest report.pdf
ingest slides.pptx notes.docx
query: what are the main themes?
lint
build graph
Plain English equivalents are also supported, e.g.:
"Ingest this paper: raw/papers/llama2.md"
"What does the wiki say about attention mechanisms?"
Recent releases
- None
Traction
- stars_7d: 0 (no data)
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Behind the repo
- Repository: SamurAIGPT/llm-wiki-agent
- Language: Python
- License: MIT
- Created: 2023-04-21
- Last push: 2026-08-03
- Stars: 3313
- Forks: 385
- Open issues: 3
- Topics include ai-agent, knowledge-base, wiki
Caveats
- License: MIT
- Multi-format ingest supported, with non-markdown files auto-converted unless --no-convert used
- Requires: agents/readers (Claude Code, Codex, Gemini CLI) per CLAUDE.md / AGENTS.md / GEMINI.md