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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.