generating-image-ads

# Image ads Turn a product into finished static ad(s). ## Workflow ### Step 1: Read what you have - **A product image or URL is available** → hand it to `analyzing-products`, and take four things back: what the product is; **how a person physically uses it** — sprayed, pumped, worn, etc.; which parts open or move, and in what order; and the details that have to stay identical wherever it appears. - **Look at the image before you describe it.** Take the product only from what the image shows. Run `image_analysis` and ask it for everything this ad needs that the product facts leave out — how the surfaces take light, and whatever else the frame you end up building will have to describe. - **Product not supplied** → don't guess at the product. It becomes the first thing Step 2 asks for. ### Step 2: Interview **Skip this entirely when the brief already makes the ad obvious** — a clear product, a clear message, and nothing load-bearing missing. The interview exists to close real gaps, not to confirm what you were already told. Otherwise ask once, bundled into a single message. Always leave a free-text way out so the user can answer off-menu. Anything this skill already settles is not a question. **Do ask, when the answer is genuinely missing:** | Ask | When | | --- | --- | | **The product** — what it is, and whatever else identifies it: packaging, colour, distinguishing features | No image and no URL. Offer to wait for an upload first; a photographed product beats a de...