Extract Outfit Components from Photos
Identify and catalogue every garment and accessory in a photo — useful for wardrobe organisation, trend research, and shopping.
Extract Styling Insights from Photos
Decode the styling decisions in any fashion photo — proportions, colour strategy, layering techniques, and what makes the look work.
Tool
Fashion students, brand stylists, and content creators often spend hours trying to reverse-engineer what makes a particular look resonate — the colour relationships, proportion choices, and layering decisions that elevate it beyond just wearing clothes.
Outfit Stylist extracts the underlying styling logic from any photo, naming the techniques used: contrast ratios, volume play, colour anchoring, tonal dressing, and focal point placement. The result is a practical styling lesson, not just a look description.
Fashion students use this to study editorial and street style images systematically. Brand stylists use it to decode competitor or reference looks before developing their own direction. Content creators use it to understand why certain looks perform better and apply those principles to their own content.
Agent Guides
Claude
- Connect ToolRouter to Claude: claude mcp add toolrouter -- npx -y toolrouter-mcp
- Upload the reference fashion photo and specify the depth of analysis needed — surface-level breakdown or deep styling deconstruction.
- Run `extract_styling` through `outfit-stylist` to generate the styling analysis.
ChatGPT
- Add ToolRouter to ChatGPT using the MCP JSON configuration: {"mcpServers":{"toolrouter":{"command":"npx","args":["-y","toolrouter-mcp"]}}}
- Provide the fashion photos and brief ChatGPT on the analysis goal — learning, competitive research, or content creation.
- Run `extract_styling` with `outfit-stylist` across the reference images.
Copilot
- Add ToolRouter to your Copilot MCP configuration: {"mcpServers":{"toolrouter":{"command":"npx","args":["-y","toolrouter-mcp"]}}}
- Upload the reference photos and specify the brand context or client brief that the analysis should serve.
- Run `extract_styling` through `outfit-stylist` to generate the analysis.
OpenClaw
- Connect ToolRouter to OpenClaw: openclaw mcp add toolrouter -- npx -y toolrouter-mcp
- Define the analysis schema — techniques to identify, output format — before batching the image set.
- Run `extract_styling` with `outfit-stylist` across the full set with consistent analysis parameters.
Related Use Cases
Create New Outfit Combinations
Generate fresh, styled outfit combinations from wardrobe inputs or style briefs — for personal styling, brand lookbooks, and content creation.