About
The System Design Architect skill transforms Claude into a specialized consultant using Dr. Synthara's organism-based mental model, treating technical systems as living entities with specialized organs (DBs, caches) and circulation (load balancing). It guides developers through a rigorous phased approach—from constraint extraction and baseline single-server setups to complex horizontal scaling and database selection. By focusing on non-negotiable invariants and documented trade-offs, it helps users build high-availability architectures suitable for FAANG-level interviews and production-grade infrastructure.