add-karpathy-llm-wiki

You can build a persistent knowledge base by following the Karpathy LLM wiki pattern, which creates structured wiki and source directories with schema descriptions for disciplined ingestion. This captures scattered domain knowledge into a queryable format.

The Karpathy LLM wiki pattern is a structured approach to building a knowledge base that enforces single-file ingestion discipline through container schema skills. It establishes wiki, source, index, and log files to keep domain knowledge connected and queryable.

Bulk source ingestion is set up by collaboratively defining the wiki domain and sources, then building a container skill with CLAUDE.md guidance. This enforces single-file ingestion discipline and clarifies operations like ingest, query, and lint.

Yes, you can optionally install scheduled lint tasks to automatically maintain your wiki knowledge base. The setup process reviews required file-handling skills and adds missing helpers before enabling these automated health checks.

Yes, ingesting diverse formats requires specific file-handling skills for PDFs, images, voice, and URLs. The wiki setup reviews your environment for these capabilities and adds missing helper skills before completing the framework.

The best way to capture scattered domain knowledge is creating a structured wiki using the Karpathy LLM pattern. It turns conversation insights into a disciplined knowledge base with index updates and lint workflows, making valuable information queryable.