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![{"metadata": {"format": "High-fashion editorial studio portrait", "aspect_ratio": "5:7", "composition": "Centered, slightly below the chest, half-body portrait", "aesthetic": "Ultra-realistic, organic, contemporary noir"}, "subject": {"identity": {"ethnicity": "", "anatomy": "Natural human bone structure and proportions, athletic muscular build, enhanced chest volume", "skin_texture": "High-fidelity micro-pores, realistic surface variation, satin finish"}, "expression": {"eyes": "Direct contact, intense mystery, eyelids softly lowered", "mouth": "Slightly parted, subtly forward, magnetic introspection", "brows": "Relaxed, natural, non-graphic", "mood": "Confident, magnetic, intense"}, "pose": {"head": "Tilted slightly back and to the side", "shoulders": "Slightly angled, turned forward", "neck": "Gentle extension, sculptural definition, tension"}}, "styling": {"hair": {"style": " -look, disheveled, raw", "parting": "Clean center part", "detail": "Loose strands falling across the face"}, "makeup": {"eyes": "Groomed brows, intense clarity", "lips": "Brown- natural features, soft reflective sheen", "face": "Luminous skin, subtle contouring, light stubble"}, "wardrobe": {"primary_garment": "Premium leather fitted vest", "garment_details": "Deep open V-shaped neckline, vertical boning, angular side-pointed panels", "material": "High-definition leather grain texture"}, "accessories": {"neckwear": ["Thin-to-medium leather choker (no pendant)", "Medium-thickness silver chain choker (no pendant)"], "piercings": [" silver ear cuff", "Single small silver stud"], "exclusions": "No large earrings"}}, "environment_and_lighting": {"setting": "Dark low-key studio", "lighting_setup": "Single circular spotlight with red gel projected on background", "background_effect": "Clean red halo with man casting a realistic shadow inside", "lighting_quality": "Organic, enveloping, strong chiaroscuro contrast, smooth transitions"}, "technical_specs": {"camera": {"body": "Sony A7R IV", "lens": "85mm prime", "aperture": "f/2.8", "iso": 100, "shutter": "1/125"}, "optics": {"focus": "Absolute critical focus on face", "depth_of_field": "Shallow with natural falloff", "clarity": "High micro-contrast, optical sharpness"}, "color_palette": {"primary": "Deep blacks, vibrant red", "accents": "Silver metallic, brown- "}}}}](https://r2-us-west.photoai.com/1777575602-2287e3ad69a3049fbfa1ea44d423addc-1.png "{\"metadata\": {\"format\": \"High-fashion editorial studio portrait\", \"aspect_ratio\": \"5:7\", \"composition\": \"Centered, slightly below the chest, half-body portrait\", \"aesthetic\": \"Ultra-realistic, organic, contemporary noir\"}, \"subject\": {\"identity\": {\"ethnicity\": \"\", \"anatomy\": \"Natural human bone structure and proportions, athletic muscular build, enhanced chest volume\", \"skin_texture\": \"High-fidelity micro-pores, realistic surface variation, satin finish\"}, \"expression\": {\"eyes\": \"Direct contact, intense mystery, eyelids softly lowered\", \"mouth\": \"Slightly parted, subtly forward, magnetic introspection\", \"brows\": \"Relaxed, natural, non-graphic\", \"mood\": \"Confident, magnetic, intense\"}, \"pose\": {\"head\": \"Tilted slightly back and to the side\", \"shoulders\": \"Slightly angled, turned forward\", \"neck\": \"Gentle extension, sculptural definition, tension\"}}, \"styling\": {\"hair\": {\"style\": \" -look, disheveled, raw\", \"parting\": \"Clean center part\", \"detail\": \"Loose strands falling across the face\"}, \"makeup\": {\"eyes\": \"Groomed brows, intense clarity\", \"lips\": \"Brown- natural features, soft reflective sheen\", \"face\": \"Luminous skin, subtle contouring, light stubble\"}, \"wardrobe\": {\"primary_garment\": \"Premium leather fitted vest\", \"garment_details\": \"Deep open V-shaped neckline, vertical boning, angular side-pointed panels\", \"material\": \"High-definition leather grain texture\"}, \"accessories\": {\"neckwear\": [\"Thin-to-medium leather choker (no pendant)\", \"Medium-thickness silver chain choker (no pendant)\"], \"piercings\": [\" silver ear cuff\", \"Single small silver stud\"], \"exclusions\": \"No large earrings\"}}, \"environment_and_lighting\": {\"setting\": \"Dark low-key studio\", \"lighting_setup\": \"Single circular spotlight with red gel projected on background\", \"background_effect\": \"Clean red halo with man casting a realistic shadow inside\", \"lighting_quality\": \"Organic, enveloping, strong chiaroscuro contrast, smooth transitions\"}, \"technical_specs\": {\"camera\": {\"body\": \"Sony A7R IV\", \"lens\": \"85mm prime\", \"aperture\": \"f/2.8\", \"iso\": 100, \"shutter\": \"1/125\"}, \"optics\": {\"focus\": \"Absolute critical focus on face\", \"depth_of_field\": \"Shallow with natural falloff\", \"clarity\": \"High micro-contrast, optical sharpness\"}, \"color_palette\": {\"primary\": \"Deep blacks, vibrant red\", \"accents\": \"Silver metallic, brown- \"}}}}")
![{"image_request":{"goal":"Create an ultra-authentic hyperrealistic mirror selfie \/ fitness influencer aesthetic \/ cozy minimalist interior \/ casual fit check \/ soft daylight beauty with a tennis outfit","meta":{"image_type":"Hyperrealistic Mirror Selfie \/ Influencer Lifestyle \/ Minimalist Indoor Portrait","quality":"8K, Ultra-HD, Masterpiece, Best Quality, Ultra-Detailed, Hyperrealistic","color_mode":"Full Color (natural, soft warm tones)","style_mode":"raw_photoreal \/ high-fashion luxury lifestyle \/ authentic social media content","aspect_ratio":"4:5","resolution":"1080x1350px"},"creative_style":"Contemporary influencer lifestyle with soft natural lighting, minimalist interior design aesthetics, focus on athletic physique and tennis fashion details, authentic mirror selfie composition","overall_theme":"casual fitness confidence \/ tennis aesthetic \/ minimalist home vibe \/ cozy morning light","mood_vibe":"serene confidence \/ relaxed \/ playful \/ aesthetic \/ cozy","style_keywords":["mirror selfie","tennis aesthetic","athletic fit","minimalist interior","natural light","iPhone photography","high fidelity","social media style","clean woman aesthetic"],"subject":{"count":"1","type":"woman","identity":"stunning young woman, early 20s, athletic hourglass physique , toned core, long straight jet-hair falling over shoulders","identity_preservation":{"description":"Preserve fit athletic body type, jet-hair texture, and casual confident expression","notes":"Tennis-ready styling, clean influencer realism."},"age_appearance":"early 20s","skin":"healthy glow, realistic skin texture with natural muscle definition (subtle abdominal shading)","makeup":{"lips":"natural nude-pink satin finish","eyes":"smoky eye makeup with soft winged liner ","general":"soft glam smoky look (still realistic, not heavy stage makeup)"},"facial_features":{"expression":"soft pout \/ confident gaze at phone screen \/ relaxed","eyes":{"gaze":"directed at phone screen in reflection","intensity":"focused but relaxed"},"lips":{"gesture":"relaxed\/slight pout"}},"hair":{"length":"long, reaching mid-back","texture":"straight to slight wave, silky, jet black","style":"loose and flowing over one shoulder","lighting_interaction":{"light":"soft natural highlights from window","shadow_play":"gentle shadows giving volume"}},"clothing":{"top":"tennis-appropriate fitted top (sporty, supportive, clean minimal design)","bottom":"pleated if(gender=f){tennis skirt } (mid\/high waist, crisp pleats, modest length)","full_description":"a clean, sporty tennis outfit: fitted top + pleated if(gender=f){tennis skirt } ; no revealing underwear; tasteful athletic styling","accessories":"ankle or crew socks (clean sporty), optional subtle small pattern"},"props":{"bouquet":"N\/A","wine_glass":"N\/A","other":"iPhone Pro in grey case held in hand, wooden cylindrical stool, vase with colorful Lego-style botanical flowers on floor, optional tennis racket leaning against wall (subtle, not dominant)"}},"pose_action":{"description":"Standing full-body mirror selfie leaning slightly back","overall_pose":"leaning back against a tall wooden cylindrical table\/stool, legs crossed at ankles, hips slightly tilted","head_turn":"slight tilt to the left","gaze":"looking at phone screen in a mirror","body_position":"weight resting on support, elongating torso in a natural athletic pose","hands":"one hand holding phone up covering part of face, other arm relaxed at side or resting lightly near hip","movement":"static pose"},"environment":{"setting":"clean minimalist bedroom or living area \/ bright apartment","location":"indoor, in front of a large full-length mirror","weather":"N\/A (indoor)","time_of_day":"daytime \/ soft morning light","atmosphere":"calm, clean, airy, private"},"background":{"color":"walls, light wood tones","effect":"reflection showing room depth, door in background, light wood flooring"},"lighting":{"type":"soft natural diffuse light","position":"side\/window source (off-screen)","direction":"soft wash from right side","intensity":"moderate, flattering","focus":"highlighting face and natural athletic definition","falloff":"gradual, soft shadows","light_quality":"diffuse daylight 5500K","source":"large window reflection implied","tone":"natural neutrals","mood":"effortless chic","subject_lighting":"soft uneven wash accentuating natural definition","environment_lighting":"ambient daylight filling the room","color_temperature":"neutral daylight","contrast_shadow":"soft contrast, definition in mid-tones","shadow_quality":"soft, natural","imperfections":["mirror surface dust","slight phone reflection artifacts"]},"camera":{"sensor_format":"smartphone sensor simulation \/ digital","lens":"wide angle smartphone lens (approx 24-26mm equivalent)","position_angle":"eye-level reflection","distance":"arm's length\/selfie distance","framing":"vertical full body shot capturing reflection in large arched mirror","depth_of_field":"deep depth of field (everything relatively sharp)","composition":{"framing":"mirror frame visible on left, subject centered\/right-weighted","depth":"room reflection provides depth behind the subject","emphasis":"tennis outfit details and natural athletic form","angle":"straight on into the mirror"}},"color_grading":{"palette":"neutrals, white, skin tones, light wood, cool accents from shadows","lut":"Natural \/ Social Media 'Clean' Preset \/ Low Contrast","mood":"clean\/modern\/bright"},"post_processing":{"sharpening":"standard digital sharpening","final_touch":"subtle brightness adjustment, natural color balance"},"negative":{"style":"painting, drawing, sketch, cartoon, anime, 3d render, blurry, low res, noisy, oversaturated","content":"cluttered room, dark room, messy background, distorted body, unrealistic anatomy, extra limbs, watermark, text overlay","artifacts":"warped phone, distorted fingers, mirror anomalies"},"additional_controls":{"focus_emphasis":"tennis outfit + face + natural athletic definition","grounding":"standing firmly on the floor in socks","special_notes":"Keep the tennis outfit modest and realistic: if(gender=f){pleated skirt } sits naturally, no underwear visible. 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Keep any optional tennis racket subtle and not branded.","vibe":"authentic influencer update","final_output_goal":"A photorealistic, high-quality mirror selfie that looks like a genuine social media post from a tennis\/fitness lifestyle influencer."}}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1775488634-cd931e1c1cc49ae211ebf7514ecc81fc-1.png "{\"image_request\":{\"goal\":\"Create an ultra-authentic hyperrealistic mirror selfie \/ fitness influencer aesthetic \/ cozy minimalist interior \/ casual fit check \/ soft daylight beauty with a tennis outfit\",\"meta\":{\"image_type\":\"Hyperrealistic Mirror Selfie \/ Influencer Lifestyle \/ Minimalist Indoor Portrait\",\"quality\":\"8K, Ultra-HD, Masterpiece, Best Quality, Ultra-Detailed, Hyperrealistic\",\"color_mode\":\"Full Color (natural, soft warm tones)\",\"style_mode\":\"raw_photoreal \/ high-fashion luxury lifestyle \/ authentic social media content\",\"aspect_ratio\":\"4:5\",\"resolution\":\"1080x1350px\"},\"creative_style\":\"Contemporary influencer lifestyle with soft natural lighting, minimalist interior design aesthetics, focus on athletic physique and tennis fashion details, authentic mirror selfie composition\",\"overall_theme\":\"casual fitness confidence \/ tennis aesthetic \/ minimalist home vibe \/ cozy morning light\",\"mood_vibe\":\"serene confidence \/ relaxed \/ playful \/ aesthetic \/ cozy\",\"style_keywords\":[\"mirror selfie\",\"tennis aesthetic\",\"athletic fit\",\"minimalist interior\",\"natural light\",\"iPhone photography\",\"high fidelity\",\"social media style\",\"clean woman aesthetic\"],\"subject\":{\"count\":\"1\",\"type\":\"woman\",\"identity\":\"stunning young woman, early 20s, athletic hourglass physique , toned core, long straight jet-hair falling over shoulders\",\"identity_preservation\":{\"description\":\"Preserve fit athletic body type, jet-hair texture, and casual confident expression\",\"notes\":\"Tennis-ready styling, clean influencer realism.\"},\"age_appearance\":\"early 20s\",\"skin\":\"healthy glow, realistic skin texture with natural muscle definition (subtle abdominal shading)\",\"makeup\":{\"lips\":\"natural nude-pink satin finish\",\"eyes\":\"smoky eye makeup with soft winged liner \",\"general\":\"soft glam smoky look (still realistic, not heavy stage makeup)\"},\"facial_features\":{\"expression\":\"soft pout \/ confident gaze at phone screen \/ relaxed\",\"eyes\":{\"gaze\":\"directed at phone screen in reflection\",\"intensity\":\"focused but relaxed\"},\"lips\":{\"gesture\":\"relaxed\/slight pout\"}},\"hair\":{\"length\":\"long, reaching mid-back\",\"texture\":\"straight to slight wave, silky, jet black\",\"style\":\"loose and flowing over one shoulder\",\"lighting_interaction\":{\"light\":\"soft natural highlights from window\",\"shadow_play\":\"gentle shadows giving volume\"}},\"clothing\":{\"top\":\"tennis-appropriate fitted top (sporty, supportive, clean minimal design)\",\"bottom\":\"pleated if(gender=f){tennis skirt } (mid\/high waist, crisp pleats, modest length)\",\"full_description\":\"a clean, sporty tennis outfit: fitted top + pleated if(gender=f){tennis skirt } ; 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Maintain authentic mirror selfie imperfections (light dust on mirror, slight reflections). Ensure fabrics look like real athletic materials (stretch knit top, crisp pleats). Keep any optional tennis racket subtle and not branded.\",\"vibe\":\"authentic influencer update\",\"final_output_goal\":\"A photorealistic, high-quality mirror selfie that looks like a genuine social media post from a tennis\/fitness lifestyle influencer.\"}}}")
![{"generation_request":{"meta_data":{"tool":"NanoBanana Pro","task_type":"text_to_image_photoreal_fashion_editorial","version":"v1.0","priority":"high"},"references":{"character_reference_image":"UPLOAD_YOUR_CHARACTER_REFERENCE (OPTIONAL_IF_YOU_WANT_SAME_PERSON)","reference_rules":{"if_character_reference_provided_then_preserve_identity":true,"identity_lock_strength":0.98,"do_not_copy_any_unprovided_identity":true}},"output_settings":{"aspect_ratio":"4:5","orientation":"portrait","resolution":"ultra_high_res","render_style":"photorealistic_high_flash_editorial","sharpness":"high","film_grain":"subtle"},"creative_prompt":{"scene_summary":"High-fashion studio editorial portrait inspired by ornate Southeast ceremonial regalia. Single woman in a maximalist gold costume with heavy jewelry, dramatic makeup, and an elaborate crown-like headdress with dangling chains. Clean studio background with harsh direct flash for crisp shadows and sparkling specular highlights. No text\/logos\/watermarks.","subject":{"type":"adult_woman","pose":"front-facing, arms raised overhead with wrists crossed, hands resting above the crown; elegant symmetrical pose","expression":"calm, regal, slightly intense gaze","hair":"short blunt bob with straight bangs (or sleek hair hidden under headpiece)","makeup":{"style":"theatrical editorial","eyes":"bold eyeliner, heavy lashes, soft colored accents around eyes, high-contrast highlight","lips":"glossy deep red","skin":"porcelain-smooth but realistic texture, luminous highlights"}},"wardrobe":{"headpiece":"massive ornate gold crown\/headdress with intricate filigree, floral motifs, and long dangling gold chains framing the face and cascading down both sides","jewelry":["large decorative nose ring with a delicate chain detail","layered gold necklaces with red bead accents","heavy gold earrings ","multiple gold bangles and beaded bracelets","gold shoulder\/arm ornaments with fringe tassels"],"costume":"full gold embellished dress\/armor-like bodice covered in coins, medallions, filigree plates, beadwork, and shimmering fringe; red bead accents throughout; ornate waist belt; dense sparkling texture"},"environment":{"background":"pure seamless studio backdrop","floor":"not visible or minimal","props":"none"},"lighting_and_camera":{"lighting":"harsh direct on-camera flash, strong crisp shadow behind subject, high contrast, specular sparkle on gold, slight overflash highlights but controlled","camera":"high-end editorial shot with point-and-shoot flash vibe","lens":"50mm (full-frame look)","aperture":"f\/5.6","iso":"200","shutter":"1\/160","focus":"sharp eyes and facial jewelry; crisp detail on gold textures; background clean"},"composition":{"framing":"mid-to-full body portrait (waist to head), centered subject, headpiece and dangling chains fully in frame","style_notes":"maximalist luxury, museum-like regalia, couture editorial, highly detailed gold surfaces"},"strict_rules":["NO text","NO logos","NO watermark","single subject only","background only","keep the costume extremely ornate and gold-heavy with dangling chains","avoid cultural caricature; keep it respectful couture\/editorial styling"]},"negative_prompt":["text","logo","watermark","extra people","blurry face","low resolution","cheap plastic jewelry","missing hands","bad hands, fused fingers, extra fingers","messy background, studio gear visible","muted dull gold (must be shiny)","over-smoothed plastic skin"]}}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1775500033-37f66bb6ed97f45775cffee7fa68991b-1.png "{\"generation_request\":{\"meta_data\":{\"tool\":\"NanoBanana Pro\",\"task_type\":\"text_to_image_photoreal_fashion_editorial\",\"version\":\"v1.0\",\"priority\":\"high\"},\"references\":{\"character_reference_image\":\"UPLOAD_YOUR_CHARACTER_REFERENCE (OPTIONAL_IF_YOU_WANT_SAME_PERSON)\",\"reference_rules\":{\"if_character_reference_provided_then_preserve_identity\":true,\"identity_lock_strength\":0.98,\"do_not_copy_any_unprovided_identity\":true}},\"output_settings\":{\"aspect_ratio\":\"4:5\",\"orientation\":\"portrait\",\"resolution\":\"ultra_high_res\",\"render_style\":\"photorealistic_high_flash_editorial\",\"sharpness\":\"high\",\"film_grain\":\"subtle\"},\"creative_prompt\":{\"scene_summary\":\"High-fashion studio editorial portrait inspired by ornate Southeast ceremonial regalia. 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![{"aspect_ratio":"4:5","scene_type":"beach club lifestyle fashion photography","camera":{"device":"smartphone or mirrorless","angle":"eye-level, slightly angled from front","position":"seated-level, facing subject at a slight diagonal","framing":"medium shot capturing torso, arms, and crossed legs","orientation":"vertical","focus":"sharp subject with softly blurred background","lens_effect":"natural perspective, mild background separation"},"subject":{"gender":"woman","age":"adult","face":{"features":"identical to reference image","expression":"composed, relaxed, subtly confident","gaze":"looking slightly off-camera to the side","head_position":"head upright with minimal tilt"},"hair":{"style":"sleek, pulled-back ponytail with smooth finish","placement":"secured at the back, lengths falling behind shoulder"},"posture":{"pose":"seated casually on outdoor lounge bed","torso":"upright posture with slight forward lean","shoulders":"relaxed and squared","legs":"one leg bent and tucked inward, the other folded comfortably to the side","arms":"one arm resting along thigh, the other relaxed near knee","hands":"fingers gently resting, light grip on fabric"},"wardrobe":{"top":"fitted spaghetti-strap camisole or bodysuit with subtle ruching at bust ","bottom":"lightweight patterned wrap skirt or shorts, draped casually","accessories":["oval or cat-eye style sunglasses","delicate pendant necklace","minimal rings on fingers"]}},"environment":{"location":"outdoor beach club or tropical resort lounge","seating":"cushioned daybed or sun lounger","surroundings":{"vegetation":"palm trees and lush tropical greenery","structures":"wooden pergolas and cabana-style seating","decor":"neutral-toned cushions and natural wood elements"},"ground":"sand or sandy ground partially visible beneath furniture"},"lighting":{"type":"natural sunlight","time_of_day":"late morning or early afternoon","direction":"side and slightly frontal sunlight","highlights":"soft highlights on face, shoulders, and collarbone","shadows":"gentle shadows cast by seating and foliage"},"artistic_style":{"genre":"resort lifestyle and fashion photography","aesthetic":"clean, elegant, relaxed luxury","mood":"calm, stylish, vacation-ready","palette":["soft whites","tropical greens","muted blues","warm wood tones"]},"quality_tags":["photorealistic","natural candid pose","editorial lifestyle","clean composition","no text","no watermark"]}](https://resizeapi.com/resize-cgi/image/format=jpeg,fit=cover,width=200,quality=50/https://r2-us-west.photoai.com/1775564744-0da7ff010065b5e7e8cf4aaa5efb3456-1.png "{\"aspect_ratio\":\"4:5\",\"scene_type\":\"beach club lifestyle fashion photography\",\"camera\":{\"device\":\"smartphone or mirrorless\",\"angle\":\"eye-level, slightly angled from front\",\"position\":\"seated-level, facing subject at a slight diagonal\",\"framing\":\"medium shot capturing torso, arms, and crossed legs\",\"orientation\":\"vertical\",\"focus\":\"sharp subject with softly blurred background\",\"lens_effect\":\"natural perspective, mild background separation\"},\"subject\":{\"gender\":\"woman\",\"age\":\"adult\",\"face\":{\"features\":\"identical to reference image\",\"expression\":\"composed, relaxed, subtly confident\",\"gaze\":\"looking slightly off-camera to the side\",\"head_position\":\"head upright with minimal tilt\"},\"hair\":{\"style\":\"sleek, pulled-back ponytail with smooth finish\",\"placement\":\"secured at the back, lengths falling behind shoulder\"},\"posture\":{\"pose\":\"seated casually on outdoor lounge bed\",\"torso\":\"upright posture with slight forward lean\",\"shoulders\":\"relaxed and squared\",\"legs\":\"one leg bent and tucked inward, the other folded comfortably to the side\",\"arms\":\"one arm resting along thigh, the other relaxed near knee\",\"hands\":\"fingers gently resting, light grip on fabric\"},\"wardrobe\":{\"top\":\"fitted spaghetti-strap camisole or bodysuit with subtle ruching at bust \",\"bottom\":\"lightweight patterned wrap skirt or shorts, draped casually\",\"accessories\":[\"oval or cat-eye style sunglasses\",\"delicate pendant necklace\",\"minimal rings on fingers\"]}},\"environment\":{\"location\":\"outdoor beach club or tropical resort lounge\",\"seating\":\"cushioned daybed or sun lounger\",\"surroundings\":{\"vegetation\":\"palm trees and lush tropical greenery\",\"structures\":\"wooden pergolas and cabana-style seating\",\"decor\":\"neutral-toned cushions and natural wood elements\"},\"ground\":\"sand or sandy ground partially visible beneath furniture\"},\"lighting\":{\"type\":\"natural sunlight\",\"time_of_day\":\"late morning or early afternoon\",\"direction\":\"side and slightly frontal sunlight\",\"highlights\":\"soft highlights on face, shoulders, and collarbone\",\"shadows\":\"gentle shadows cast by seating and foliage\"},\"artistic_style\":{\"genre\":\"resort lifestyle and fashion photography\",\"aesthetic\":\"clean, elegant, relaxed luxury\",\"mood\":\"calm, stylish, vacation-ready\",\"palette\":[\"soft whites\",\"tropical greens\",\"muted blues\",\"warm wood tones\"]},\"quality_tags\":[\"photorealistic\",\"natural candid pose\",\"editorial lifestyle\",\"clean composition\",\"no text\",\"no watermark\"]}")
![{"request_metadata":{"woman":"Nano Banana Pro","task":"image_to_image","format_aspect_ratio":"3:4","render_style":"photoreal_editorial","reference_constraints":{"source_image":"uploaded_reference_woman_image","preserve_identity":true,"strict_face_match":"Keep the exact same face identity as the reference woman. No facial structure change.","no_extra_people":true}},"inputs":{"identity_reference":"uploaded_reference_woman_image","tops_moodboard_reference":"uploaded_tops_moodboard_image","skirts_moodboard_reference":"uploaded_skirts_moodboard_image"},"variation_engine":{"always_generate_a_new_combo_each_run":true,"do_not_repeat_recent_choices":{"avoid_repeating_last_n_outfits":3,"avoid_repeating_last_n_locations":3,"avoid_repeating_last_n_hair_styles":2},"selection_priority":["flatter_reference_body_type_and_proportions","match_reference_skin_tone_undertone","match_reference_hair_color","cohesive_color_story","realistic_fit_and_drape"]},"styling_task":{"primary_goal":"On every run, select a DIFFERENT single top + skirt combination from the uploaded TOPS and SKIRTS moodboards that best flatters the reference woman's body type, proportions, skin tone, and hair color. 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