Evidence-based spec informed by diagnostic testing on 4 sample images.
Addresses catastrophic scratch over-detection (up to 68.7% false
coverage on small images), LaMa 512x512 resolution loss, CodeFormer
over-smoothing on small faces, and excessive NLMeans defaults.
