Structural design pattern for deterministic, dimension-independent decomposition of integers into weighted layers. Guarantees O(n) complexity with no search, no allocation, and no backtracking. Defines two structural conditions — Foundation and Chain — that together enable predictable parsing for embedded systems, network protocols, and distributed computing. Reference implementation included.
Bilal El Issaoui (Sun,) studied this question.
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