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The SPI Parallel Verify skill provides a rigorous framework for auditing deterministic generators, such as color streams or ternary sequences, to ensure they maintain consistency across different execution paths. It verifies that results remain identical whether computed sequentially, in reverse, shuffled, or across multiple parallel threads. By checking for Strong Parallelism Invariance and GF(3) conservation, this skill is essential for developers working on distributed systems, scientific simulations, and cryptographic-grade deterministic RNGs where mathematical integrity and parallel safety are paramount.
