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Commercial Lifestyle Showcase for Garment Preservation

A photorealistic commercial fashion image of a fit white American woman standing outdoors in a city setting, shown full-body with natural daylight and premium editorial styling. The garment is presented clearly and centrally with accurate texture, fit, and stitching details.

Model: Nano Banana ProCategory: Product MarketingStyle: PhotographyLanguage: en

Prompt

{   "task_configuration": {     "type": "GENERATE",     "sub_type": "commercial_lifestyle_showcase",     "reference_logic": "STRICT_GARMENT_PRESERVATION",     "render_target": "photorealistic_editorial"   },   "subject_definition": {     "identity": {       "demographic": "White American Female",       "physique": "fit",       "appearance": "beautiful"     },     "skin_and_features": {       "texture": "raw_human_skin",       "details": [         "visible_pores",         "light_blemishes",         "soft_expression_lines",         "optional_soft_freckles"       ],       "makeup": "minimal_natural",       "tone": "warm_undertones"     },     "attire_constraints": {       "primary_garment": "{argument name=\"garment type\" default=\"Shorts\"} (from input image)",       "preservation_rules": [         "exact_color_hex",         "exact_fabric_texture",         "exact_stitching_geometry",         "exact_hemline_and_fit"       ],       "modification_permission": "NONE_for_shorts"     },     "pose": {       "framing": "full_body_standing",       "orientation": "front_facing_or_slight_3/4_turn",       "intent": "highlight_garment_cut"     }   },   "environment_definition": {     "location": "outdoor_urban_setting",     "type": "city_sidewalk_or_cafe_exterior",     "aesthetic": "premium_neutral_cinematic",     "lighting_interaction": "natural_daylight"   },   "composition_and_layout": {     "camera_technique": "commercial_fashion_grid",     "framing_rules": {       "visibility": "head_to_toe",       "margins": {         "top": "generous_headroom_for_cropping",         "sides": "clear_negative_space"       }     },     "focus": "garment_centered"   },   "lighting_and_optics": {     "source": "natural_sunlight",     "quality": "soft_diffused_or_open_shade",     "shadows": "clean_natural_falloff",     "exposure_priority": "midtones_and_garment_texture"   },   "constraints_and_prohibitions": {     "must_not_render": [       "plastic_smooth_skin",       "over_stylized_filters",       "studio_backdrop",       "tight_crop",       "cut_off_limbs",       "garment_distortion"     ],     "strict_rule": "garment must look identical to reference input"   } }

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