static checks: PASS
ruff check: PASS
ruff format check (new/small files): PASS
py_compile: PASS
git diff check root/docs: PASS
diagram SVG/PNG parse, dimensions, nonblank and visual inspection: PASS
clang-format: not applicable (F398 has no C/C++ source change)