LLM Wiki

Funktionen

• Incremental source ingestion into a persistent wiki
• Automatic entity/concept page creation and updates
• Flagging and management of contradictions
• Maintenance of an interlinked knowledge graph and log
• Compounding knowledge over time, reducing RAG reliance

Anwendungsfälle

• Building a personal knowledge base for research, journaling, or self-improvement.
• Creating a companion wiki for books or research papers.
• Developing an internal team knowledge base from meeting notes and articles.
• Tracking evolving theses or complex topics over time.

Nicht-Ziele

• Replacing all RAG workflows (it complements RAG at scale).
• One-shot Q&A over fixed documents (use RAG for this).
• Managing knowledge without user curation or Obsidian integration.

Workflow

1. Initialize vault (`/wiki-init`)
2. Add source file to `raw/` directory
3. Ingest source (`/wiki-ingest <path>`)
4. Discuss and confirm LLM's proposed changes
5. Query the wiki (`/wiki-query <question>`)
6. Optionally file query answers back into wiki
7. Periodically run health checks (`/wiki-lint`)
8. Review wiki log (`/wiki-log`)

Praktiken

• Knowledge compounding
• Incremental knowledge base maintenance
• LLM-assisted wiki curation
• Source integrity and contradiction flagging

Voraussetzungen

• Obsidian installed and configured.
• Python 3.x with standard library.
• Claude Code or compatible LLM CLI (Codex, Cursor, etc.).