The repository utilizes a monorepo structure with npm workspaces, facilitating modular development and independent package publishing. The design emphasizes pluggable reasoning modules. Server-side components expose tools through registration and capability negotiation. Client-side interaction involves component discovery and dynamic invocation using standardized message formats, promoting interoperability.