Generate lifestyle photography of garments in real-world contexts with models in natural environments. Use when creating aspirational fashion content, social media imagery, or editorial-style product photography that shows garments in authentic lifestyle settings.
Use this skill when you need to:
Lifestyle Photography:
Studio Photography:
This skill focuses on lifestyle photography to create emotional connections and show products in context.
Extract from product:
Choose environment based on garment and audience:
Urban Lifestyle:
Casual Lifestyle:
Active Lifestyle:
Professional Lifestyle:
Social Lifestyle:
Model Characteristics:
Styling Approach:
Environmental Elements:
Model Positioning:
Camera Approach:
Professional lifestyle fashion photography of [MODEL DESCRIPTION] wearing [GARMENT] in [SPECIFIC LOCATION].
SCENE & CONTEXT:
[Detailed environment description with specific location, time of day, atmosphere]
MODEL:
- Demographics: [Age, gender, ethnicity, body type]
- Appearance: [Natural features, hair, expression]
- Activity: [What they're doing - walking, sitting, interacting]
- Expression: [Genuine emotion - relaxed, confident, joyful]
GARMENT (HERO PIECE):
- [Exact garment from product image]
- [How it's being worn - naturally, casually styled]
STYLING:
- Complementary items: [Specific pieces]
- Footwear: [Appropriate to context]
- Accessories: [Minimal, contextual]
ENVIRONMENT:
- Location: [Specific setting with details]
- Props: [Contextual elements - coffee cup, book, bike, etc.]
- Background: [What's visible in soft focus]
- Lighting: [Natural light quality and direction]
PHOTOGRAPHY:
- Camera: [DSLR/mirrorless, documentary style]
- Lens: [35mm or 50mm for environmental context]
- Aperture: [f/2.8-f/4 for subject focus with context]
- Angle: [Eye-level or slight variation]
- Composition: [Environmental, rule of thirds]
MOOD: [Authentic, relatable, aspirational, lifestyle-specific emotion]
Professional lifestyle fashion photography, editorial quality, natural moments,
authentic storytelling, photorealistic, 8K resolution.
Input:
Prompt:
Professional lifestyle fashion photography of a 28-year-old woman wearing an oversized cream knit sweater at a trendy neighborhood cafe during weekend brunch.
SCENE & CONTEXT:
Bright, airy cafe with large windows, natural morning light streaming in. Warm, inviting atmosphere with wooden tables, potted plants, and soft background chatter. Late morning, relaxed weekend vibe.
MODEL:
- Demographics: 28-year-old female, European descent, slim build
- Appearance: Natural wavy brown hair, minimal makeup, genuine warm smile
- Activity: Sitting at cafe table, hands wrapped around coffee mug, mid-conversation
- Expression: Relaxed, content, genuinely enjoying the moment
GARMENT (HERO PIECE):
- Oversized cream knit sweater with ribbed texture
- Worn casually with sleeves slightly pushed up
- Natural drape showing cozy, comfortable fit
STYLING:
- Complementary items: High-waisted light wash jeans (partially visible)
- Accessories: Simple gold hoop earrings, delicate necklace
- Natural, effortless weekend styling
ENVIRONMENT:
- Location: Corner table by large window in modern cafe
- Props: Ceramic coffee mug, small plate with pastry, open book
- Background: Soft focus cafe interior, other patrons blurred, plants
- Lighting: Natural window light from left, soft and diffused
PHOTOGRAPHY:
- Camera: Professional DSLR, documentary style
- Lens: 50mm for natural perspective
- Aperture: f/2.8 for subject focus with environmental context
- Angle: Eye-level, slight three-quarter view
- Composition: Rule of thirds, model on right, window light on left
MOOD: Relaxed, cozy, aspirational weekend lifestyle, authentic contentment
Professional lifestyle fashion photography, editorial quality, natural moment,
authentic storytelling, photorealistic, 8K resolution.
Input:
Prompt:
Professional lifestyle fashion photography of a 32-year-old man wearing a navy blue blazer walking through modern city streets during morning commute.
SCENE & CONTEXT:
Urban downtown area with glass buildings and morning light. Professional district atmosphere, other commuters in soft focus background. Early morning, energetic city vibe.
MODEL:
- Demographics: 32-year-old male, mixed ethnicity, athletic build
- Appearance: Short styled hair, clean-shaven, confident expression
- Activity: Walking purposefully, coffee cup in hand, mid-stride
- Expression: Focused, confident, ready for the day
GARMENT (HERO PIECE):
- Navy blue tailored blazer with modern slim fit
- Worn over white shirt, professional yet contemporary
- Natural movement captured mid-walk
STYLING:
- Complementary items: White dress shirt, dark grey trousers
- Footwear: Brown leather oxford shoes
- Accessories: Leather messenger bag, simple watch
- Professional but not overly formal
ENVIRONMENT:
- Location: Modern city sidewalk with glass building facades
- Props: Reusable coffee cup, messenger bag strap visible
- Background: Blurred urban architecture, other professionals walking
- Lighting: Natural morning sunlight creating dynamic shadows
PHOTOGRAPHY:
- Camera: Professional DSLR, street photography style
- Lens: 35mm for environmental storytelling
- Aperture: f/4 for balanced subject and context
- Angle: Eye-level, slight side angle capturing movement
- Composition: Dynamic, model in left third, walking into frame
MOOD: Confident, professional, urban energy, modern lifestyle
Professional lifestyle fashion photography, editorial quality, authentic moment,
urban storytelling, photorealistic, 8K resolution.
Input:
Prompt:
Professional lifestyle fashion photography of a 27-year-old person wearing an olive green utility jacket on a scenic hiking trail during golden hour.
SCENE & CONTEXT:
Mountain hiking trail with forest surroundings, golden hour light filtering through trees. Peaceful outdoor atmosphere, connection with nature. Late afternoon, warm glow.
MODEL:
- Demographics: 27-year-old, gender-neutral, fit athletic build
- Appearance: Natural windswept hair, sun-kissed skin, genuine smile
- Activity: Pausing on trail, looking at scenic view, backpack on
- Expression: Peaceful, adventurous, connected with nature
GARMENT (HERO PIECE):
- Olive green utility jacket with multiple pockets
- Worn open over base layer, practical outdoor styling
- Natural wear showing functionality
STYLING:
- Complementary items: Grey base layer tee, dark hiking pants
- Footwear: Hiking boots (partially visible)
- Accessories: Backpack straps visible, simple watch
- Practical, adventure-ready styling
ENVIRONMENT:
- Location: Forest hiking trail with mountain vista in background
- Props: Hiking backpack, water bottle attached to pack
- Background: Soft focus forest, mountain peaks, natural landscape
- Lighting: Golden hour sunlight from side, warm natural glow
PHOTOGRAPHY:
- Camera: Professional DSLR, outdoor adventure style
- Lens: 35mm for environmental context
- Aperture: f/4 for subject focus with scenic background
- Angle: Eye-level, slight low angle showing landscape
- Composition: Rule of thirds, model on right, vista on left
MOOD: Adventurous, peaceful, connected with nature, authentic outdoor lifestyle
Professional lifestyle fashion photography, editorial quality, natural outdoor moment,
adventure storytelling, photorealistic, 8K resolution.
// TypeScript tool call implementation
interface LifestylePhotoParams {
garmentImage: string;
garmentType: string;
targetAudience: {
age: string;
gender: string;
lifestyle: string;
};
context: 'urban' | 'casual' | 'active' | 'professional' | 'social';
timeOfDay?: 'morning' | 'afternoon' | 'evening' | 'golden-hour';
}
async function generateLifestylePhoto(params: LifestylePhotoParams) {
// 1. Analyze garment
const garmentAnalysis = await analyzeGarment(params.garmentImage);
// 2. Select appropriate lifestyle context
const lifestyleContext = selectLifestyleContext(
garmentAnalysis,
params.targetAudience,
params.context
);
// 3. Construct lifestyle prompt
const prompt = constructLifestylePrompt({
garment: garmentAnalysis,
context: lifestyleContext,
audience: params.targetAudience,
timeOfDay: params.timeOfDay || 'afternoon'
});
// 4. Generate image
const result = await imageGenTool({
prompt: prompt,
images: [{ url: params.garmentImage, name: 'Garment' }],
aspectRatio: '2:3', // Portrait for lifestyle
outputFormat: 'jpeg'
});
return result;
}
// For Claude tool calling
const garmentLifestylePhotoTool = {
name: 'generate_garment_lifestyle_photo',
description: 'Generate lifestyle fashion photography showing garments in real-world contexts with models in natural environments',
input_schema: {
type: 'object',
properties: {
garment_image: {
type: 'string',
description: 'URL of the garment product image'
},
garment_type: {
type: 'string',
description: 'Type of garment (e.g., sweater, blazer, jacket, dress)'
},
target_audience: {
type: 'object',
properties: {
age: { type: 'string', description: 'Age range (e.g., 25-35)' },
gender: { type: 'string', description: 'Target gender' },
lifestyle: { type: 'string', description: 'Lifestyle category' }
},
required: ['age', 'gender', 'lifestyle']
},
context: {
type: 'string',
enum: ['urban', 'casual', 'active', 'professional', 'social'],
description: 'Lifestyle context for the photography'
},
time_of_day: {
type: 'string',
enum: ['morning', 'afternoon', 'evening', 'golden-hour'],
description: 'Time of day for natural lighting'
}
},
required: ['garment_image', 'garment_type', 'target_audience', 'context']
}
};
workflow_garments_v2/implementation/usecases/flatlay_to_model.py