product-analysis-styling

What this skill does

# Product Analysis and Styling

## When to Use This Skill

Use this skill when you need to:
- Analyze product images before creating photography
- Extract product attributes for accurate representation
- Generate styling recommendations for product shoots
- Determine appropriate complementary items
- Understand product positioning and target audience
- Create cohesive styled product compositions

## Core Concepts

### Three-Level Material Specificity

Always analyze materials with three levels:
1. **Base Material**: Cotton, leather, polyester, metal, ceramic
2. **Construction**: Weave type, grain pattern, metal type
3. **Surface Finish**: Texture, treatment, appearance

Example: "cotton denim with right-hand twill weave and stone-washed matte finish"

### Analysis Categories

**Product Classification:**
- Category (top, bottom, fullbody, accessory, home goods)
- Specific type (silk blouse, leather boots, ceramic vase)
- Gender/target demographic
- Age category (infant, child, teen, adult)

**Style Assessment:**
- Style classification (casual, formal, sporty, elegant, minimalist)
- Occasion suitability
- Brand positioning (budget, mid-market, premium, luxury)

**Material Analysis:**
- Base materials
- Construction methods
- Surface treatments and finishes

**Design Details:**
- Silhouette and fit
- Key design elements
- Construction details
- Brand indicators

## Step-by-Step Instructions

### Step 1: Visual Product Analysis

Examine product images to identify:
- Product category and specific type
- Gender/target demographic
- Age category
- Style classification
- Occasion suitability

### Step 2: Material and Construction Analysis

Apply three-level specificity:
- Identify base materials
- Determine construction methods
- Assess surface finishes and treatments

### Step 3: Color and Pattern Analysis

Extract:
- Primary colors (specific names: "navy blue" not "blue")
- Secondary/accent colors
- Pattern type (solid, striped, floral, geometric)
- Color temperature (warm, cool, neutral)
- Finish (matte, glossy, metallic)

### Step 4: Design Details Extraction

Document:
- Silhouette and fit characteristics
- Key design elements (buttons, zippers, pockets)
- Construction details (stitching, seams, hardware)
- Brand indicators and distinctive features

### Step 5: Generate Styling Recommendations

Based on analysis, recommend:

**For Garments:**
- Complementary topwear (if bottom analyzed)
- Complementary bottomwear (if top analyzed)
- Appropriate footwear (specific style and color)
- Accessories (minimal, statement, or none)
- Overall styling approach

**For Accessories:**
- Outfit context (what to pair with)
- Styling placement (how to wear/display)
- Complementary pieces
- Occasion suitability

**For Products:**
- Display context (environment, props)
- Complementary items
- Lifestyle integration

### Step 6: Create Structured Output

Format as JSON:
```json
{
  "product_category": "top|bottom|fullbody|accessory",
  "product_type": "specific item name",
  "gender": "male|female|unisex",
  "age_category": "infant|child|teen|adult",
  "style_classification": "casual|formal|sporty|elegant",
  "materials": {
    "base": "primary material",
    "construction": "weave/grain/type",
    "finish": "surface treatment"
  },
  "colors": {
    "primary": "specific color name",
    "secondary": ["color1", "color2"],
    "temperature": "warm|cool|neutral"
  },
  "design_details": ["feature1", "feature2"],
  "styling_recommendations": {
    "topwear": "recommendation or N/A",
    "bottomwear": "recommendation or N/A",
    "footwear": "specific style and color",
    "accessories": "minimal|statement|none",
    "overall_approach": "styling philosophy"
  }
}
```

## Examples

### Example 1: Denim Jacket Analysis

**Input:** Image of blue denim jacket

**Analysis Output:**
```json
{
  "product_category": "top",
  "product_type": "denim trucker jacket",
  "gender": "unisex",
  "age_category": "adult",
  "style_classification": "casual",
  "materials": {
    "base": "cotton denim",
    "construction": "right-hand twill weave",
    "finish": "stone-washed with slight fading, matte surface"
  },
  "colors": {
    "primary": "medium indigo blue",
    "secondary": ["brass hardware", "white contrast stitching"],
    "temperature": "cool"
  },
  "design_details": [
    "Classic trucker silhouette with pointed collar",
    "Brass button closure and rivets",
    "Two chest pockets with button flaps",
    "Adjustable side tabs at waist"
  ],
  "styling_recommendations": {
    "topwear": "N/A (this is the top)",
    "bottomwear": "Black or dark grey slim-fit chinos, or light wash jeans for contrast",
    "footwear": "White leather sneakers or tan suede desert boots",
    "accessories": "Minimal - simple watch, no competing denim",
    "overall_approach": "Classic casual Americana - keep styling clean and unfussy, let the jacket be the statement piece"
  }
}
```

### Example 2: Statement Earrings Analysis

**Input:** Image of gold chandelier earrings

**Analysis Output:**
```json
{
  "product_category": "accessory",
  "product_type": "chandelier drop earrings",
  "gender": "female",
  "age_category": "adult",
  "style_classification": "elegant",
  "materials": {
    "base": "gold-plated brass",
    "construction": "multi-tier chandelier structure",
    "finish": "polished with high shine"
  },
  "colors": {
    "primary": "warm gold",
    "secondary": ["clear crystal accents"],
    "temperature": "warm"
  },
  "design_details": [
    "Three-tier cascading design with crystal embellishments",
    "Approximately 3 inches in length",
    "Post back closure",
    "Intricate filigree metalwork"
  ],
  "styling_recommendations": {
    "topwear": "N/A",
    "bottomwear": "N/A",
    "footwear": "N/A",
    "accessories": "Keep other jewelry minimal - these are statement pieces",
    "overall_approach": "Pair with updo or swept-back hair to showcase earrings. Wear with elegant neckline (off-shoulder, V-neck, or strapless) in solid colors. Avoid competing patterns or necklaces. Suitable for formal events, weddings, or evening occasions."
  }
}
```

### Example 3: Ceramic Vase Analysis

**Input:** Image of white ceramic vase

**Analysis Output:**
```json
{
  "product_category": "home_decor",
  "product_type": "minimalist ceramic vase",
  "gender": "unisex",
  "age_category": "adult",
  "style_classification": "minimalist",
  "materials": {
    "base": "ceramic stoneware",
    "construction": "wheel-thrown with hand-finished rim",
    "finish": "matte white glaze with subtle texture"
  },
  "colors": {
    "primary": "warm off-white",
    "secondary": [],
    "temperature": "warm neutral"
  },
  "design_details": [
    "Organic asymmetrical form",
    "Narrow neck opening to wide body",
    "Approximately 10 inches tall",
    "Visible throwing lines add handcrafted character"
  ],
  "styling_recommendations": {
    "topwear": "N/A",
    "bottomwear": "N/A",
    "footwear": "N/A",
    "accessories": "N/A",
    "overall_approach": "Display on natural wood surface or light-colored shelf. Pair with single stem or small dried arrangement - avoid overcrowding. Complement with other neutral tones and natural materials. Suitable for Scandinavian, minimalist, or modern organic interiors. Photograph with soft natural light and clean background."
  }
}
```

## Key Principles

1. **Precision Over Generalization**: "Navy blue cotton twill" not "blue pants"
2. **Three-Level Material Specificity**: Always base + construction + finish
3. **Actionable Recommendations**: Specific items, not vague suggestions
4. **Style Consistency**: Recommendations match product's aesthetic level
5. **Avoid Redundancy**: Don't recommend competing items
6. **Context Awareness**: Consider occasion, season, target audience

## Common Mistakes to Avoid

- ❌ Generic descriptions: "nice fabric" instead of specific material
- ❌ Vague colors: "blue" instead of "navy blue" or "cobalt blue"
- ❌ Missing construction details: "leather" inste