Stato captures and transfers AI coding agent expertise across platforms

Stato is a new tool that functions like npm for AI agent expertise, providing a 7-pass compiler to validate and transfer agent knowledge across sessions and platforms. It enables agents to capture their own expertise into structured modules, maintains knowledge persistence across coding sessions, and offers composition operations like snapshot, slice, and merge. The tool bridges multiple platforms including Claude, Cursor, and web AI interfaces.