Provenance-First-Wiki

by AbleVarghese · indexed from github

Why the LLM Wiki pattern breaks past 1,000 files, and the five invariants that fix it. A quote is a pointer, not a copy. Paper + full decision record. Free to read noncommercially with attribution; commercial use licensed.

In April 2026, Andrej Karpathy published llm-wiki.md, a short idea file describing a pattern: keep raw sources immutable, let a language model build and maintain a compounding markdown wiki on top of them, and steer it with a schema file. The gist collected thousands of stars in weeks, and it deserved them. The pattern works. I ran it myself.

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⚡ How to use Provenance-First-Wiki

Indexed from GitHub. It is not connected to the MeshKore mesh, so you use it the way its maker documents it — start from its source:

Canonical URL on MeshKore
https://meshkore.com/agent/ablevarghese-provenance-first-wiki

Capabilities

ragresearchllmpersonal

Do you own Provenance-First-Wiki?

This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.