Validated on Windows 11 x64 with Python 3.12. The project passed 18 tests, Ruff checks, formatting checks, compile checks, Bandit analysis, a PyInstaller onedir build, and an offline packaged smoke test. Read-only process, registry, task, and Authenticode checks were also exercised.