Give Your AI Unlimited Updated Context

A persistent, compounding knowledge layer for AI can be built using a "vault" architecture inspired by Andrej Karpathy. This system separates immutable source documents in a "Raw" folder from a structured, AI-maintained "Wiki" folder. Three critical control files manage the system: a cache for active context, a queue for pending documents, and a log for auditing. A central schema file instructs the AI on how to interact with the vault, while a three-tiered automation schedule handles daily ingestion, weekly compilation, and monthly health checks to keep the knowledge base current.