Per-product pipeline: for each product, Claude first reviews the actual artwork image and writes an art-director analysis of its essence (elements, palette, light, open space), then writes 2 variant(s) from what it sees (change the count in ⚙ Settings), and that product's renders start immediately while the next product is being written. Machine checks run on every result; safe to stop and resume any time — nothing already written is touched, rewrites keep the old version in History. Want more style options? Raise the variant count in ⚙ Settings and press ⚡ again — products below the new count get topped up with extra variants from different scene elements, keeping everything you have.
One image per variant, rendered with img2img on the product's own store artwork (the portrait stays untouched — only the name is added) with the test name (Clara / Michael). 6 render in parallel; failures are logged and can be retried; safe to stop and resume. Re-renders keep the old image in History.
🎨 Claude's artwork analysis
keys: 1…6 choose variant (← A · → B) · ↓ reject · space next · click image to zoom
Models & rendering
Changes save to the app and apply to the very next write / render — no redeploy needed.
Applies to prompts written from now on. Products that already have prompts keep their current variants until you press ↻ regenerate on them. More variants = more Claude + render cost per product.