Create New Outfit Combinations
Generate fresh, styled outfit combinations from wardrobe inputs or style briefs — for personal styling, brand lookbooks, and content creation.
Extract Outfit Components from Photos
Identify and catalogue every garment and accessory in a photo — useful for wardrobe organisation, trend research, and shopping.
Quick answer: Use the Outfit Stylist tool through ToolRouter to extract outfit components from photos directly from Claude, ChatGPT, Microsoft Copilot, and OpenClaw — connect once, then drive it with plain-language prompts. No code required.
ToolFashion researchers, stylists, and trend analysts spend significant time manually identifying every piece in a look — the brand, garment type, colour, and styling notes for each item. Doing this across hundreds of runway images or social posts is tedious and error-prone.
Outfit Stylist breaks down any photo into its component garments and accessories, identifying type, colour, and styling characteristics for each piece. The result is a structured wardrobe entry, not just a vague description.
Fashion editors use this to catalogue editorial archives. Personal stylists use it to document client wardrobes. Trend researchers use it to systematically analyse a season's looks across multiple collections.
How to extract outfit components from photos with Claude, ChatGPT, Microsoft Copilot, and OpenClaw
Identify and catalogue every garment and accessory in a photo for wardrobe analysis, trend research, and shopping. Claude is ideal for extraction work where interpretation matters — analysing the styling intent behind each piece, not just listing what is present.
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
How to extract outfit components from photos with Claude
Once connected (see setup above), use the Outfit Stylist tool:
- Upload the fashion photo and describe the analysis context — trend research, wardrobe cataloguing, or shopping recreation.
- Run `extract_outfit` through `outfit-stylist` to generate the component breakdown.
- Ask Claude to go beyond the list — which pieces are doing the most styling work, what is the overall colour story, and which item would be easiest to substitute?
- Export the analysis as a structured reference for the wardrobe archive or trend report.
Example prompt for Claude
Try this with Claude using the Outfit Stylist tool
Use outfit-stylist to extract every garment and accessory from this street style photo. List each piece with type, colour, and any visible brand or fabric details. Then tell me which 2 pieces are carrying the look and suggest what category of shopper this outfit is targeting.
Tips for Claude
- High-resolution photos with good lighting produce more accurate garment detail extraction.
- Ask Claude to flag items that are ambiguous — a garment could be a cropped jacket or a long top depending on the angle.
- For trend research, run the same extraction across 20+ photos and ask Claude to identify repeating pieces or styling patterns.
Identify and catalogue every garment and accessory in a photo for wardrobe analysis and trend research. ChatGPT is effective when extraction feeds into a larger report — identifying components across multiple photos and summarising trend patterns.
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
How to extract outfit components from photos with ChatGPT
Once connected (see setup above), use the Outfit Stylist tool:
- Provide a set of fashion photos and brief ChatGPT on the analysis goal — trend report, wardrobe catalogue, or shopping guide.
- Run `extract_outfit` with `outfit-stylist` across each photo.
- Ask ChatGPT to identify recurring pieces, colour stories, or styling patterns across the full set.
- Compile the findings into a structured trend summary or wardrobe catalogue.
Example prompt for ChatGPT
Try this with ChatGPT using the Outfit Stylist tool
Use outfit-stylist to extract outfit components from these 5 fashion week photos. For each, list the garments and accessories with type and colour. Then identify the 3 most common elements across the set and summarise the dominant styling direction.
Tips for ChatGPT
- Ask ChatGPT to flag any items that appear across multiple looks — repeated pieces signal trend momentum.
- Request both item-level and look-level summaries so the report covers individual garments and overall aesthetic patterns.
- For client wardrobe analysis, ask ChatGPT to note which items are versatile across multiple outfits in the photo set.
Identify and catalogue every garment and accessory in a photo for wardrobe analysis and trend research. Copilot is a natural fit when extraction is part of a client wardrobe management or editorial cataloguing workflow.
Connect ToolRouter to Copilot
1In your agent, go to Tools → Add a tool → New tool
2Choose Model Context Protocol and enter these details
Server name
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
How to extract outfit components from photos with Copilot
Once connected (see setup above), use the Outfit Stylist tool:
- Upload the photo and specify the cataloguing format — type, colour, brand, notes.
- Run `extract_outfit` through `outfit-stylist` to break down the garments.
- Ask Copilot to structure the output as a wardrobe entry with consistent field labels.
- Add the entry to the wardrobe archive or client catalogue.
Example prompt for Copilot
Try this with Copilot using the Outfit Stylist tool
Use outfit-stylist to extract and catalogue the outfit from this client photo. Format the output as a wardrobe entry with fields for garment type, colour, fabric if visible, and styling notes. I'll add this to the client's digital wardrobe file.
Tips for Copilot
- Define the wardrobe entry format before extracting so outputs are consistent across the full client catalogue.
- Ask Copilot to flag any items with missing details — a garment entry without colour or type is an incomplete record.
- Keep photos linked to each wardrobe entry so stylists can pull up the visual reference during client sessions.
Identify and catalogue every garment and accessory in a photo for wardrobe analysis and trend research. OpenClaw is the right tool for high-volume extraction — cataloguing hundreds of editorial photos or a full client wardrobe archive at once.
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 toolsHow to extract outfit components from photos with OpenClaw
Once connected (see setup above), use the Outfit Stylist tool:
- Define the extraction schema — fields required per garment, output format — before batching.
- Run `extract_outfit` with `outfit-stylist` across the full photo set with a consistent schema.
- Flag any photos where extraction is incomplete or ambiguous and review those individually.
- Export the complete catalogue with consistent field labels and photo references.
Example prompt for OpenClaw
Try this with OpenClaw using the Outfit Stylist tool
Use outfit-stylist to extract and catalogue outfits from these 30 street style photos. For each photo, list every visible garment and accessory with type, colour, and any discernible brand. Return as a structured table and flag any photos where the extraction seems incomplete.
Tips for OpenClaw
- Define the minimum acceptable extraction — at least garment type and colour — so incomplete records can be flagged automatically.
- Run a test on 5 photos first to confirm the schema produces usable entries before batching the full set.
- For trend analysis, add a 'season' and 'source' field to the schema so the catalogue is filterable by time and context.
Frequently Asked Questions
How do I extract outfit components from photos with an AI assistant?
Identify and catalogue every garment and accessory in a photo — useful for wardrobe organisation, trend research, and shopping. Connect the Outfit Stylist tool to Claude, ChatGPT, Microsoft Copilot, and OpenClaw through ToolRouter, then ask the assistant in plain language. For example: Upload the fashion photo and describe the analysis context — trend research, wardrobe cataloguing, or shopping recreation. Run `extract_outfit` through `outfit-stylist` to generate the component breakdown.
Which AI assistants can extract outfit components from photos?
Claude, ChatGPT, Microsoft Copilot, and OpenClaw can all extract outfit components from photos using the Outfit Stylist tool through ToolRouter, with no API keys or coding required.
What does the Outfit Stylist tool do?
Extract outfit components from photos, create new outfit combinations, and generate styled fashion looks.
Related Use Cases
Extract Styling Insights from Photos
Decode the styling decisions in any fashion photo — proportions, colour strategy, layering techniques, and what makes the look work.