How to Produce Clothing Catalogue Images with Claude
Produce clothing catalogue images with Claude and ToolRouter. Generate professional model shots and product pages without a photoshoot.
Tool
Generate professional catalogue-ready clothing images with model shots and consistent styling without a photoshoot. Claude is ideal when catalogue generation involves creative direction — developing the visual tone, reviewing angles, and ensuring garments are presented in their best light.
Connect ToolRouter to Claude
1Open connector settings Open Settings
2Add a custom connector with these details
Name
ToolRouterURL
https://api.toolrouter.com/mcp3Let Claude set you up Open Claude
Steps
Once connected (see setup above), use the Fashion Studio tool:
- Upload the garment image and describe the catalogue requirements — model type, background, number of angles.
- Run `clothing_catalogue` through `fashion-studio` to generate the product images.
- Ask Claude to evaluate the images — is the garment clearly presented, does the styling flatter the piece, would these images convert well on a product page?
- Export the approved images for the product page with alt text and filenames.
Example Prompt
Try this with Claude using the Fashion Studio tool
Use fashion-studio to generate catalogue images for this linen blazer — I need a front shot, a three-quarter shot, and a lifestyle shot all on the same model with a neutral background. Review the images and tell me if there's anything about the presentation that would reduce conversion on a product page.
Tips
- Ask Claude to evaluate the images from a buyer's perspective — what questions about fit or styling do the images leave unanswered?
- Specify whether the target customer is male or female and the intended styling register — business casual vs. streetwear — to get accurate model styling.
- For consistency across a catalogue, define the model, background, and lighting spec once and apply to every SKU.