add-karpathy-llm-wiki

To create a persistent wiki knowledge base, this Skill scaffolds dedicated wiki and sources directories with CLAUDE.md integration, ensuring structured knowledge capture and sequential source processing for your group.

The Karpathy LLM Wiki pattern is a three-layer architecture separating raw sources, the wiki content, and a CLAUDE.md schema that guides ingestion, querying, and maintenance to keep evolving knowledge current.

To maintain a shared knowledge base across groups, the Skill generates per-group wiki directories and updates CLAUDE.md sections to reflect ongoing wiki operations, applying per-file ingestion discipline for deep integration of each source.

Yes, per-file ingestion discipline is required to ensure deep, sequential processing of each source, preventing shallow integration and maintaining the integrity of the group's persistent wiki knowledge base.

The best way to structure a wiki using CLAUDE.md is to define it as a schema layer that guides ingestion and maintenance, updating it with group-specific sections to manage ongoing wiki operations and logging.

Yes, you can automate wiki lifecycle management by scaffolding initial content and logs, with optional lint scheduling and container schema updates to maintain the knowledge base without manual intervention.