Layered Scientific Architecture — Four Rings, Strict Locality

Pattern for structuring scientific/numerical software as four concentric rings — Kernel (data → primitives) ⊂ Methods ⊂ Pipeline ⊂ Shell — with strict, testable wiring: locality (neighbors only), no global state, Shell as composition root.