Python requirement: 3.9 or later
External Python packages: NumPy for the Sphinx audit only
Operating system requirement: none
Character encoding: UTF-8
Randomness: none in exhaustive audits; Sphinx Monte Carlo seed 20260913 with documented offsets
Expected terminal status: PASS
