Use for any question or task about reviewing a test automation framework's structure, such as before a big refactor or after years of growth without review, when its written conventions may no longer match the code. Grades eight axes PASS, WARN or FAIL: page objects, base classes, fixtures, helpers, naming, waits and retries, convention drift and CI.