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Outfit Stylist

Build and style outfit collections

Outfit Stylist lets you build, analyse, and catalogue outfit collections from photos, product pages, and your own garment library. Paste an Instagram URL, a product page, or a photo from any source and the tool extracts the garments, removes backgrounds, and assembles clean outfit sheets ready to share or reference.

It works in three directions. Extract the complete styling direction from a reference photo — how garments are layered, proportioned, and coordinated — and save it as a reusable style guide. Assemble a new outfit by pulling together product files or product page URLs and compositing them into a clean sheet. Or go the other direction and extract every individual garment from a single outfit photo, generating isolated product images for each piece.

What you can do

  • Extract the styling direction from any outfit photo, including Instagram posts and carousels
  • Assemble outfit sheets from existing product files or product page URLs
  • Extract all individual garments from a photo and save them as product files
  • Chain style extraction into outfit creation to recreate a reference look with new products
  • Tag outfits by occasion and season for organised collections

Who it's for

Fashion stylists, content creators, e-commerce teams, and personal shoppers who need to catalogue looks, build mood boards, or recreate reference styles. Also useful for brands managing outfit collections across shoots.

How to use it

  1. Use extract_styling to capture the styling direction from a reference photo — save it for later
  2. Use create_outfit to assemble a new outfit from product URLs or existing product files
  3. Use extract_outfit to reverse-engineer a photo into individual garment files
  4. Chain extract_styling into create_outfit to apply a reference style to a completely new outfit

Getting started

No API key required — paste any product URL or image URL to get started.

Extract Styling

Analyze an outfit photo to extract the fashion styling direction — how garments are layered, tucked, proportioned, and coordinated. Saves as a reusable style reference for future outfit creation.

Returns: Fashion styling analysis with a reusable styling direction, auto-saved to Style Prompts
Create Outfit

Assemble an outfit from existing product files or product page URLs. Extracts product info and images, then composes them into an outfit sheet on a white canvas.

Returns: Created outfit file with composite sheet image and garment references
Extract Outfit

Extract all individual garments from a single outfit photo using AI vision. Generates an isolated product image for each garment on a white background and saves as product files. Takes 1-2 minutes for image generation.

Returns: Extracted outfit with individual garment product files and styling direction
List Models

List available models for this tool, sorted by popularity. Returns provider details and pricing.

Returns: List of available models with pricing and provider info
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v0.032026-04-17
  • Instagram post and carousel support — paste any Instagram URL and the correct image is extracted automatically
v0.022026-04-14
  • Accept personas and outfits from your file library
v0.012026-04-07
  • Initial release: extract styling direction, create outfits from products, extract outfits from photos

Connect ToolRouter to use Outfit Stylist in Claude, ChatGPT, Copilot, and more — no code required.

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What you can do with Outfit Stylist

Extract Outfit Components from Photos

Identify and catalogue every garment and accessory in a photo — useful for wardrobe organisation, trend research, and shopping.

  1. Upload the fashion photo and describe the analysis context — trend research, wardrobe cataloguing, or shopping recreation.
  2. Run `extract_outfit` through `outfit-stylist` to generate the component breakdown.
  3. 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?
  4. Export the analysis as a structured reference for the wardrobe archive or trend report.

Create New Outfit Combinations

Generate fresh, styled outfit combinations from wardrobe inputs or style briefs — for personal styling, brand lookbooks, and content creation.

  1. Provide the wardrobe images or style brief — occasion, body preference, colour palette, vibe.
  2. Run `create_outfit` through `outfit-stylist` to generate new outfit combinations.
  3. Ask Claude to explain each outfit — why the pieces work together, what occasion it suits best, and what single swap would change the energy.
  4. Export the look with the styling rationale for the client, lookbook, or content post.

Extract Styling Insights from Photos

Decode the styling decisions in any fashion photo — proportions, colour strategy, layering techniques, and what makes the look work.

  1. Upload the reference fashion photo and specify the depth of analysis needed — surface-level breakdown or deep styling deconstruction.
  2. Run `extract_styling` through `outfit-stylist` to generate the styling analysis.
  3. Ask Claude to go deeper on the most interesting technique identified — how does it work, where else is it applied, and how would changing it affect the look?
  4. Save the analysis as a reference for your styling file, content brief, or fashion education notes.

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