How to Create New Outfit Combinations with OpenClaw
Create new outfit combinations with OpenClaw 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. OpenClaw is the strongest fit for brand lookbook production — generating a full season's outfit content with consistent styling and metadata.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsSteps
Once connected (see setup above), use the Outfit Stylist tool:
- Define the collection brief, target audience, and number of outfits required before batching.
- Run `create_outfit` with `outfit-stylist` across the collection with consistent styling parameters.
- Review the full set for variety and brand alignment, flag any looks that feel repetitive or off-brief.
- Export the lookbook outfit set with product references and styling notes for the design team.
Example Prompt
Try this with OpenClaw using the Outfit Stylist tool
Use outfit-stylist to generate 12 outfit combinations for our spring lookbook — mix of casual, smart casual, and evening looks all using pieces from the attached collection brief. Keep styling consistent with our minimalist aesthetic and return each outfit with product references and a styling note.
Tips
- Define the occasion distribution before batching — 4 casual, 4 smart casual, 4 evening — to ensure variety across the lookbook.
- Ask for product references alongside each outfit so the lookbook links directly to the e-commerce catalogue.
- Review the batch as a sequence rather than individual looks — lookbooks are consumed in order and pacing matters.