LLM Wiki

Turn your LLM into a Wiki maintainer. The LLM incrementally builds and maintains a persistent, interconnected Markdown knowledge base. Knowledge is compiled once and continuously updated, rather than re-derived each time.

Inspired by:

• Karpathy - LLM Wiki — Incremental knowledge base architecture
• Compound Engineering Plugin — Knowledge compounding: every problem-solving experience should make the next one easier

When to Use

The AI should proactively identify and use this skill when:

1. User wants to build a knowledge base - "Help me organize these materials", "I want to create a wiki"
2. User provides new learning materials - Shares an article, paper, book chapter that needs organizing
3. User wants to query existing knowledge - "What did I previously read about this concept?"
4. User wants to maintain wiki health - "Check the wiki for contradictions"
5. User solved a problem - "Done", "Fixed it", "That worked"
6. User is doing long-term research - Weeks/months-long research topics requiring knowledge accumulation