---

name: ai-outfit-generator description: "Generate outfit combinations and styling suggestions using each::sense AI. Create complete looks from scratch or build around key pieces with color coordination, seasonal styling, and occasion-based recommendations. Use for: outfit inspiration, personal styling, wardrobe planning, fashion content creation, style guides. Triggers: outfit generator, outfit ideas, styling suggestions, ai stylist, wardrobe combinations, outfit creator, fashion combinations, mix and match, capsule wardrobe, what to wear" allowed-tools: Bash(curl *), WebFetch

AI Outfit Generator

Create complete outfit combinations and styling suggestions using each::sense — the intelligent AI agent that automatically selects the best model for your request.

Quick Start

Requires an each::labs API key. Get one at eachlabs.ai.

Using curl

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate a complete autumn casual outfit: layered look with earth tones, including outerwear, top, bottoms, shoes, and accessories. Flat lay arrangement on a wooden surface, styled fashion photography"
      }
    ],
    "stream": false
  }'

Using Python (OpenAI SDK)

from openai import OpenAI

client = OpenAI(
    api_key="YOUR_EACHLABS_API_KEY",
    base_url="https://eachsense-agent.core.eachlabs.run/v1"
)

response = client.chat.completions.create(
    model="eachsense/beta",
    messages=[{
        "role": "user",
        "content": "Generate a complete autumn casual outfit: layered look with earth tones, including outerwear, top, bottoms, shoes, and accessories. Flat lay arrangement on a wooden surface, styled fashion photography"
    }]
)

print(response.choices[0].message.content)

With Reference Image

Build an outfit around an existing garment:

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": [
              {"type": "text", "text": "Create a complete outfit built around this jacket. Show the full look on a model: matching pants or skirt, complementary shoes, and accessories. Street style photography, full body shot"},
              {"type": "image_url", "image_url": {"url": "https://example.com/my-jacket.jpg"}}
            ]
          }
    ],
    "stream": false
  }'

Images are sent inside messages using the OpenAI multimodal content format. Maximum 4 images per request.

Streaming

Set "stream": true for real-time SSE responses, or "stream": false for complete result in a single response. Streaming is useful for showing progress in UIs; non-streaming is simpler for scripts and automation.

Prompt Engineering Tips

Prompt Structure

[occasion] + [season] + [style direction] + [color palette] + [garment list] + [presentation format] + [photography style]

Occasion Keywords

Occasion	Keywords
Casual	everyday, weekend, relaxed, off-duty, brunch
Business	office, business casual, smart casual, boardroom
Formal	black tie, gala, cocktail party, evening event
Date Night	dinner date, romantic, evening out, chic
Travel	airport, versatile, packable, comfortable
Activewear	gym, athleisure, hiking, yoga, running

Presentation Formats

flat lay on white background — clean e-commerce style
flat lay on textured surface — lifestyle editorial
on a model full body shot — shows fit and drape
outfit grid collage — each item separately displayed
mood board layout — includes color swatches and textures

Examples

Business Casual Monday

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate a business casual outfit for a woman: tailored blazer in camel, white silk blouse, high-waisted navy trousers, pointed-toe nude heels, minimal gold jewelry. Shown on a model in a modern office lobby, natural lighting, three-quarter body shot, professional fashion photography"
      }
    ],
    "stream": false
  }'

Summer Festival Look

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate a summer music festival outfit for a man: linen camp-collar shirt in dusty pink, relaxed chino shorts in sand, woven leather sandals, straw bucket hat, round sunglasses. Flat lay arrangement on sun-bleached wood, overhead shot, styled fashion photography"
      }
    ],
    "stream": false
  }'

Capsule Wardrobe Grid

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate a minimalist capsule wardrobe grid showing 12 essential pieces: 3 tops (white tee, striped breton, black turtleneck), 3 bottoms (blue jeans, black trousers, khaki chinos), 2 outerwear (navy peacoat, beige trench coat), 2 shoes (white sneakers, brown chelsea boots), 2 accessories (leather belt, canvas tote). Each item in its own cell, clean white background, organized grid layout, catalog style photography"
      }
    ],
    "stream": false
  }'

Styling Color Rules

• Monochromatic — shades of one color, add interest with textures and silhouettes
• Complementary — opposite on the color wheel (navy + burnt orange, olive + burgundy)
• Analogous — adjacent hues (camel, rust, terracotta for warm earth tones)
• Neutral base + one accent — safest formula (grey suit, white shirt, red tie)

Batch Workflow: Outfit-of-the-Week

DAYS=("Monday:business casual, structured blazer and slacks" \
      "Tuesday:smart casual, knit polo and chinos" \
      "Wednesday:relaxed office, cable-knit sweater and tailored jeans" \
      "Thursday:client meeting, charcoal suit and white shirt" \
      "Friday:casual Friday, denim jacket and joggers")

for DAY_OUTFIT in "${DAYS[@]}"; do
  DAY="${DAY_OUTFIT%%:*}"
  DESC="${DAY_OUTFIT#*:}"
  curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
    -H "Content-Type: application/json" \
    -H "X-API-Key: $EACHLABS_API_KEY" \
    -d "{
      \"messages\": [{\"role\": \"user\", \"content\": \"Generate an outfit for $DAY: $DESC. Show on a male model, full body shot, clean background, commercial fashion photography\"}],
      \"stream\": false
    }"
  echo "--- $DAY ---"
done

Common Pitfalls

• Too many patterns in one outfit creates visual noise. Stick to one patterned piece with solid companions.
• Ignoring proportions — oversized top pairs with slim bottom and vice versa.
• Season mismatch — specifying "wool coat" with "linen shorts" confuses the model.
• Flat lay with too many items — more than 8 pieces becomes cluttered. Keep flat lays focused.

Related Skills

• AI Fashion Model — Generate model imagery for outfits
• AI Clothing Try-On — Try outfits on real photos
• AI Fashion Lookbook — Full lookbook layouts
• AI Fabric Pattern — Custom textile patterns

Related Models

• flux-2-max — Highest quality image generation
• seedream-v4-5 — Creative and artistic styles
• nano-banana-pro — Fast iterations

Documentation

• each::sense Overview
• each::labs API