E-Commerce Scene Main Image Generation
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About this skill
Problem
E-commerce listing images usually need a main photo that shows both the product and a believable usage context. Plain white-background cuts lack context, while cinematic ads can drift away from the product itself. This skill targets listable scene main images: it generates lifestyle or usage-scene images from a product reference image while preserving appearance, color, logo, and package text.
How It Works and Boundaries
- Provide at least one product reference image, then fill
category,scene,view,model_usage, andnoteinoptions. - The style recipe is applied server-side; clients should not compose long prompts. Use enum-style scenes such as
bathroom,desk, andstudio_soft. - Calls are asynchronous: submit the task, poll the
task_id, and read the image URL once the status issucceeded. - Paid calls may return
402; after payment, retry with the same JSON body. - Without a reference image, it should not invent the product; when text and image conflict, the product reference image controls appearance and brand marks.
Use Cases
- An operations staffer uses a serum reference image to create a bathroom counter scene main image while keeping label text and packaging intact.
- An e-commerce designer prepares a 1:1 Taobao listing image for wireless earbuds using a desk scene and a clear product subject.
- A product operator generates a kitchen scene for a coffee maker with no model usage and unchanged brand logo.
- A listing specialist submits a reference image as an async task, polls until `succeeded`, and uses the result image for the storefront main image.
Best For
- E-commerce operations owners who turn product reference images into listable scene main images.
- E-commerce designers who need scene images that keep packaging text, logos, and product appearance consistent.
- Operations or design staff managing detail-page assets who need 1:1 main images or 3:4 detail images as result URLs.
- Product managers who need main-image candidates aligned to product category and usage scene.
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