personal-wiki
Personal 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.
This is the key difference from RAG: the wiki is a persistent, compounding artifact. Cross-references are already there. Contradictions have already been flagged. The synthesis already reflects everything you've read. The wiki gets richer with every source added and every question asked.
Division of labor:
- You: curate sources, direct analysis, ask good questions
- LLM: all the bookkeeping — summarizing, cross-referencing, filing, maintaining consistency across pages
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:
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