I recently started experimenting with the LLM Wiki pattern (inspired by Andrej Karpathy), and it completely changed how I organize my learning.
Instead of keeping notes scattered, I tried turning everything into a structured, connected system.
What I did:
• Added my university notes (all semesters)
• Included courses I’ve taken
• Documented my projects and experiments
• Stored certificates and learning milestones
Then I structured it like a graph:
→ Each project = a node
→ Shared technologies = connections
This made my knowledge much easier to search and actually use, not just store.
I also set up a simple local MCP server (personal-wiki) so I can connect it with Claude and query my own data directly.
Still experimenting and improving it step by step — nothing perfect yet, but it’s already helping me think more clearly about what I’ve learned and built.
Built with:
Obsidian + Gemini CLI + LLM Wiki pattern + personal-wiki MCP server
Curious to learn from others:
Is anyone here using the LLM Wiki pattern in their projects?
I was trying to build something similar to this, have you made it puvblic or it lives locally on your device?
Id like to take a look at it..
I find codex rewrites my obsidian files and can't organize them well... what's the best model/agent for plaintext work?