Use when the user wants automatic tonal correction — fix flat/washed-out / underexposed / low-contrast images by stretching levels, normalising contrast, and gamma-correcting to a neutral midtone. Implements auto-level (per-channel histogram stretch), auto-gamma (midtone correction), and a combined "punch" mode via ImageMagick. Operates on JPEG/PNG/TIFF/WebP.
