AI Blocks › Make product photos
Listing photos of your garment, checked against marketplace rules
Give it a garment phone photo. Get a clean photo, a worn-shape photo, fabric close-ups and a rules check.
Turn a clothing flat lay into marketplace-ready photos is a free AI workflow for the job "Make product photos". It guides your AI through several skills in order, passing each step's output to the next.
Free · No account · Made by AI Blocks · Level: beginner
What it does
A flat-lay phone photo looks cheap. Wrinkles, uneven light and a flat shape make a good garment look poor, and a shoot with a model costs more than a small shop wants to spend. Pictures made by an image model can also warp the garment or reject on a marketplace. The steps build a set one picture at a time. First it cleans the flat lay. You pick the best result. Then it shapes that photo as if worn by an invisible person. You pick again, and it zooms into the fabric. Then it inspects your set for AI faults. You fix what it flags, and last it checks the final photos against marketplace rules. Not worth it for a garment with a complex print or logo. Image models often warp those, and the inspector will flag them.
You give it
- A flat-lay phone photo of your garment
- The marketplace you list on
- An image model that can draw and edit pictures, such as ChatGPT or Gemini
You get
- A cleaned, even-lit flat-lay photo
- A photo shaped as if worn, with the inside of the collar visible
- Fabric close-ups that keep the real weave and stitching
- A fault report on the set, with lines to add to a retry
- A pass or reject check per marketplace rule, with a fix
Use it when
- You sell clothing and only have flat-lay photos.
- You want fabric close-ups without a macro lens.
- Your last listing photos were rejected or looked off.
Steps
- Product photo retoucher: Give it a phone photo of a product. Get a cleaner listing photo with fewer wrinkles. Your image model edits it.
- Ghost mannequin photo maker: Give it a clothing flat lay. Get a photo shaped as if worn by an invisible model. Your image model draws it.
- Fabric close-up maker: Give it a clothing photo. Get close-ups of fabric, stitching and weave for the product page. Your image model draws them.
- AI product photo inspector: Give it an AI-made product photo. Get a risk rating, eight checks and lines to add to your prompt before you retry.
- Marketplace photo rule checker: Give it product photos and your platform. Get a pass or reject per photo, and fixed copies.
How to use it
- Download the handoff pack. It's a zip with HANDOFF.md and every skill file this workflow uses.
- Give the folder to Claude (in Claude Code, or as files in a Claude Project) and say "Follow HANDOFF.md".
- Attach your flat-lay photo. Say which marketplace you list on.
- At each pause, save the picture you like and attach it for the next step.
- Claude writes the instructions. Your image model draws the pictures.