How to Create New Outfit Combinations with ChatGPT
Create new outfit combinations with ChatGPT and ToolRouter. Generate styled looks from wardrobe inputs or style briefs for personal styling and content creation.
Tool
Generate fresh, styled outfit combinations from wardrobe inputs or style briefs for personal styling, lookbooks, and content creation. ChatGPT is effective for producing a full content calendar worth of outfit ideas alongside captions and posting schedules.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
Steps
Once connected (see setup above), use the Outfit Stylist tool:
- Provide the wardrobe reference or style brief and specify the number of outfit combinations needed.
- Run `create_outfit` with `outfit-stylist` to generate the outfit set.
- Ask ChatGPT to write a caption for each look and suggest the best social platform and posting time.
- Export the outfit images with captions as a ready-to-publish content batch.
Example Prompt
Try this with ChatGPT using the Outfit Stylist tool
Use outfit-stylist to generate 5 outfit combinations for a fashion creator's weekly content plan — mix of casual, evening, and street style. For each look, write an Instagram caption with 5 hashtags and suggest a posting day.
Tips
- Vary the occasion across the batch — the same aesthetic in 5 casual settings creates a monotonous feed.
- Ask ChatGPT to write captions in the creator's voice — provide a reference post or bio for tone matching.
- Group looks by colour story for visually coherent batches that work as carousel posts.