seasonal-product-stylinglisted

# Seasonal and Campaign Variants Seasonal imagery is the clearest commercial case for generated product photography. A retailer needs the same product in autumn, Christmas, spring and summer contexts — four shoots, or one shoot and `replace_background` at 3 credits a scene. The product stays identical across all of them, which is both the point and the accuracy requirement. ## The workflow ``` 1. One accurate master product shot photograph or generate 2. remove_background 2 credits → clean cutout, saved 3. create_brand_asset → free, reusable forever 4. replace_background 3 credits → each seasonal scene 5. Verify colour and shadow per variant ``` **5 credits gets you the cutout. Every subsequent season is 3.** That's the economics that makes this worth doing rather than reshooting. See `background-removal-workflow` and `background-replacement-scenes`. ## Seasonal scene language The prompts that actually read as a season, rather than as a product with a coloured background. ```python SEASONS = { "spring": ("Pale birch surface, soft bright morning light through " "a window, a few white blossom sprigs slightly out of " "focus, fresh cool-neutral grade, light and airy."), "summer": ("Weathered timber table outdoors, dappled hard sunlight " "through leaves, strong short shadows, a linen cloth, " "warm saturated grade."), "autumn": ("Dark