Use when reviewing UI screenshots with a designer-eye checklist covering layout, typography, spacing, and hierarchy inside a verification loop. Triggers on "visual QA", "designer eye", "screenshot review", "UI checklist". Non-triggers: automated E2E assertions without visual judgment (use e2e-testing). Outcome: screenshot checklist plus annotated findings plus re-check loop.