Full handoff details in Repos/sail-marketing/audits/HANDOFF-ai-media-quality-inspection-2026-05-31.md. Defect catalog covers crime-scene markers, traffic cones in wrong patterns, lane markings in impossible directions, implausible vehicle counts, mangled signage text, anatomy/architecture glitches, AI watermarks. Output is a sheet at Repos/sail-marketing/audits/ai-media-quality-audit-YYYY-MM-DD.xlsx. Sequencing: run after the duplicate-cleanup handoff.