Commercial Fashion Photograph with Strict Garment Preservation AI Image Prompt

{
"task_configuration": {
"type": "GENERATE",
"sub_type": "commercial_lifestyle_photograph",
"reference_logic": "STRICT_GARMENT_PRESERVATION_FROM_INPUT",
"aesthetic": "high_end_fashion_campaign",
"output_quality": "high_resolution_photorealistic"
},
"subject_definition": {
"identity": {
"demographic": "white American female",
"physique": "fit",
"appearance": "beautiful, naturally styled"
},
"skin_and_features": {
"realism_rule": "macro_level_human_realism; NO artificial smoothing or filtering",
"texture_details": [
"visible natural pores",
"light blemishes and imperfections",
"soft expression lines",
"light freckles across nose/cheeks",
"natural skin highlights"
],
"makeup": "minimal, natural or bare skin look"
},
"attire_constraints": {
"source": "garment_from_input_reference_image",
"preservation_rules": [
"exact color dye and pattern",
"exact fabric weave and texture",
"exact thread stitching details",
"exact fit, drape, and silhouette on the body"
],
"modification_permission": "NONE"
},
"pose": {
"framing": "full_body_standing",
"style": "natural, relaxed, confident",
"orientation": "facing camera to showcase garment"
}
},
"environment_definition": {
"location_type": "outdoor_urban_sidewalk",
"specific_context": "outside a stylish cafe or boutique building facade",
"contextual_logic": "architecture and decor must visually complement the style of the reference clothing",
"atmosphere": "elevated, bustling but serene city life",
"background_elements": [
"textured building materials (brick, stone, wood)",
"cafe seating or plants",
"pavement textures"
]
},
"composition_and_layout": {
"camera_principles": [
"commercial fashion standards",
"golden ratio alignment of subject",
"product-centered focus"
],
"framing_scale": "wide full shot",
"spatial_margins": {
"top_margin": "generous clear space above head for potential typography/cropping",
"side_margins": "balanced clear space",
"bottom_margin": "clear space below feet"
}
},
"lighting_and_optics": {
"source": "natural daylight",
"quality": "soft, diffused sunlight or open shade",
"color_temperature": "warm undertones",
"shadows": "clean, natural falloff defining form"
},
"constraints_and_prohibitions": {
"must_not_render": [
"airbrushed skin",
"plastic textures",
"studio backdrop",
"altered clothing design",
"overly posed look"
]
}
}