AI Prompt Library

{ "type": "image_generation_prompt", "style_preset": "photographic_snapshot", "subject": { "demographics": "Young woman, light skin tone with visible freckles, petite fit physique", "hair": "Long straight platinum white-blonde hair, loose and falling over shoulders", "face": "Bright happy smile showing teeth, natural makeup, fresh-faced look" }, "attire": { "top": "Tight dark olive green ribbed tank top/camisole, cropped fit", "bottom": "Cream/white pajama shorts with a pattern of small brown teddy bears", "accessories": "Small text tattoo on inner right forearm, barefoot" }, "pose": { "action": "Sitting with knees bent on a grey sofa, hugging a giant beige plush teddy bear, hands gently holding the bear's snout/nose area", "body_language": "Affectionate, cozy, cheerful, relaxed" }, "environment": { "background": "Indoor bedroom setting, large grey sectional sofa, beige tufted velvet headboard visible behind, vanity mirror with hollywood-style light bulbs in background", "lighting": "Soft natural indoor lighting, even illumination" }, "technical_parameters": { "quality": "Raw photo, realistic skin texture, 4k, high resolution, candid social media style", "camera_angle": "Eye level, medium full shot" }, "positive_prompt_string": "A photorealistic candid snapshot of a smiling young woman with platinum blonde hair and freckles sitting on a grey sofa hugging a giant beige teddy bear. She is holding the bear's snout with both hands. She wears an {argument name="top color" default="olive green"} ribbed crop top and cream shorts with a teddy bear print. In the background, a beige tufted headboard and a vanity mirror with lights are visible. Cozy bedroom atmosphere, 8k, highly detailed.", "negative_prompt_string": "cartoon, anime, 3d render, painting, drawing, bad anatomy, deformed hands, missing fingers, extra limbs, blur, noise, low quality, watermark, text, shoes, heavy makeup, dark lighting" }

A hyperrealistic, ultra-detailed digital painting of a beautiful blonde female fantasy RPG wizard, casting a volatile magical spell, a brilliant orange fireball effect intensely illuminating her features. Volumetric, cinematic chiaroscuro lighting. Realistic anime aesthetic meets D&D fantasy styling. 8K resolution.

Do this for {argument name="structure name" default="Eiffel Tower"}: Input Variable: [INSERT STRUCTURE] System Instruction: Act as a Cinematic Director. Create a hyper-realistic portrait of a Master Model Maker putting the final touches on a scale replica of the Input Structure. 1. Logic: Analyze the Input Structure to determine the Setting and the Character: IF Ancient/Fantasy (e.g., Colosseum, Castle): Room: A dusty, sunlit Renaissance Workshop (Stone & Wood). also showcasing "Previous Projects" (other models in the same genre). Character: An elderly Artisan in a leather apron. Materials: Plaster, Clay, Balsam Wood. IF Sci-Fi/Industrial (e.g., Death Star, spaceship): Room: A sterile, cold Industrial Design Lab (Concrete & Metal). also showcasing "Previous Projects" (other models in the same genre). Character: A younger Prop Master in a workshop jumpsuit or lab coat. Materials: Grey Resin (Kitbash), Styrene, Fiber Optics. IF Modern Architecture (e.g., Skyscraper): Room: A clean, white Architectural Firm (Glass & White Walls). also showcasing "Previous Projects" (other models in the same genre). Character: A minimalist Architect in a black turtleneck. Materials: White Foamcore, Acrylic, 3D Printed Plastic. 2. The Composition : The Subject: The Character is leaning over a massive, incredibly detailed Scale Model of the Input Structure. The Action: They are using Tweezers or a fine brush to place a specific "Micro-Detail" relevant to the lore. Death Star: Placing a tiny Turbo-Laser Turret. Colosseum: Dusting sand onto the arena floor. City: Gluing a tiny streetlamp. The Scale: Extreme scale contrast. The human hands look giant next to the tiny windows/bricks of the model. 3. The Environment : The Blueprint: On the table, beneath the tools, lies the correct reference document: Sci-Fi: Blue grid schematic or iPad. Fantasy: Yellowed parchment map. Modern: White vector floorplan. The Clutter: The tools scattered around must match the medium (e.g., Clay tools vs. Soldering Iron vs. X-Acto knives). 4. Lighting & Atmosphere: Lighting Match: The lighting must match the inferred room. Workshop: Warm God Rays (Dusty). Lab: Cool Fluorescent Tubes (Clean/Hazy). Focus: Shallow depth of field. Sharp focus on the tweezers and the contact point. Output: ONE image, 16:9 Aspect Ratio, Cinematic Photography, 8k Resolution.

Ultra-realistic fashion editorial portrait of a {argument name="subject" default="young woman"} in a side-profile pose, focusing on a high-angle, close-up shot of her face and neck. She is wearing an {argument name="jewelry" default="intricate, heavy gold choker necklace"} featuring a complex filigree design, adorned with alternating emerald green and ruby red gemstones, finished with hanging pearl and bead droplets. The woman has a sharp jawline, deep red matte lipstick, and a small silver nose stud. Her dark hair is pulled back into a soft bun with loose, wispy strands framing her face. The lighting is warm and cinematic, casting soft shadows that highlight the texture of her skin and the metallic sheen of the jewelry. The background is a {argument name="background" default="rich, draped teal velvet fabric"}, creating a deep, moody contrast. Shot in a vertical 9:16 aspect ratio with a professional 85mm lens for a high-end commercial aesthetic.

"Ana de Armas standing center frame, legs slightly apart, subtle hip shift, arms elegantly bent with hands lightly grazing waist, head slightly tilted forward, piercing calm gaze at camera, soft natural confident smile, sculpted strapless red mini dress with asymmetric hem, matching red sheer stockings and heels, ultra-realistic skin texture, hair with natural volume, cinematic studio lighting creating gentle shadow contours, minimalist luxury interior, Vogue magazine cover editorial perfection, ultra-photorealistic, shallow depth of field", "image_quality": {"resolution":"8K ultra-detailed","focus":"ultra-sharp","depth_of_field":"shallow"}, "lighting":{"type":"soft studio lighting","shadows":"gentle","contrast":"cinematic"}, "parameters":{"aspect_ratio":"9:16","steps":50,"cfg_scale":9.5,"style":"Photorealistic"}

STYLE: Dark Academia Aesthetic. SCENE: {argument name="subject" default="Woman"} in a vintage library. OUTFIT: {argument name="clothing" default="Brown plaid blazer, white turtleneck, silver glasses"}. ACCESSORIES: Small pearl earrings. POSE: Standing on a library ladder, holding an open book, looking down at the camera. LIGHTING: {argument name="lighting" default="Dust motes dancing in sunbeams from a high window"}. BACKGROUND: Floor-to-ceiling wooden bookshelves. CAMERA: DSLR, 35mm, film grain. IMAGE QUALITY: 8K resolution, realistic paper texture.

Ultra-realistic gym mirror selfie of a {argument name="subject" default="fit young woman"} seated on a red bench of a strength-training machine, he is taking a mirror selfie with his iphone in his right hand, looking slightly to the side with a a relaxed, rela confident expression, he is wearing a {argument name="outfit" default="white pattern no sleev tshirt and black gym full pent with tie-dye patterns"}. White athletic shoes with subtle detailing and Headphones. 100same face maching. Black and white gym combo dress full please\n\nPlane white top\n\n{argument name="accessories" default="Black sunglasses"} no crop full image keep my face same 100% as in the reference image\n"Add a clean handwritten signature text 'https://t.co/TGEdg5NvyO' at the bottom corner (preferably bottom right), subtle but clearly visible, matching the color tone of the design, slightly embossed or glowing, not overpowering the main subject, aligned professionally like a premium artwork watermark.

A high-fashion black and white photograph in the style of {argument name="photographer style" default="Paolo Roversi"}. A young woman with a short dark bob haircut stands on a cobblestone promenade. She is wearing a voluminous, strapless black haute couture ball gown. The image uses a long exposure technique, creating a dreamy motion blur on the dress and her movements, while her face remains relatively sharp. The background features a blurred, whitewashed Mediterranean coastal village stacked on a hillside, with a calm sea to the left. Heavy film grain, ethereal atmosphere, soft lighting, melancholic mood.

{ "size": "1200x1200", "style": { "overall_style": "bold, pop-art, fashion editorial", "mood": "energetic, playful, confident", "aesthetic": "retro-futuristic street style", "color_palette": ["bright yellow", "red", "blue", "purple", "beige"] }, "background": { "type": "solid", "color": "vibrant yellow", "lighting": "even studio lighting, no shadows on background" }, "subject": { "count": 3, "description": "same young man duplicated in three dynamic action poses", "gender": "male", "age_range": "early 20s", "build": "slim to average", "skin_tone": "light to medium", "hair": { "style": "short, thick, curly", "color": "dark brown to black" }, "facial_expression": "confident, playful, slightly aggressive action pose", "pose": [ "front figure aiming toy gun directly at camera", "middle figure leaning back aiming toy gun forward", "rear figure holding toy gun over shoulder in action stance" ] }, "clothing": { "top": { "type": "short-sleeve button-up shirt", "pattern": "checkered", "colors": ["red", "blue", "white"], "fit": "loose" }, "bottom": { "type": "wide-leg pants", "color": "beige", "fit": "baggy" }, "footwear": { "type": "sandals", "color": "brown" }, "accessories": { "eyewear": { "type": "sunglasses", "lens_color": "red", "style": "retro sporty" }, "jewelry": [ "silver rings", "bracelets" ] } }, "props": { "item": "toy blaster gun", "style": "futuristic plastic", "colors": ["purple", "blue", "orange"], "material": "plastic", "interaction": "held and aimed toward camera" }, "composition": { "framing": "full body", "camera_angle": "slightly low angle", "perspective": "dynamic depth created by multiple duplicated figures", "motion_effect": "overlapping figures suggesting movement" }, "lighting": { "type": "studio", "intensity": "bright", "contrast": "high", "shadows": "minimal" }, "image_quality": { "sharpness": "high", "detail_level": "high", "noise": "none", "resolution": "high resolution" }, "keywords": [ "pop art", "street fashion", "dynamic pose", "triple exposure", "toy gun", "editorial photography", "bold colors", "studio shoot" ] }

{ "prompt": { "subject": { "appearance": "Young woman with long, straight, platinum white blonde hair parting in the middle, pale complexion, soft features, serious and ethereal expression.", "apparel": { "top": "Golden strapless corset with structural boning and lace panel detailing.", "bottom": "Short golden satin mini-skirt with a flowing hem.", "accessories": "Large, realistic white feathered angel wings mounted on the back. White patterned lace/fishnet tights.", "footwear": "Knees and lower legs buried in snow (shoes not visible)." }, "pose": "Kneeling on the ground in deep snow, body angled slightly forward, arms relaxed by sides, engaging directly with the camera." }, "environment": { "location": "Dense pine forest at night.", "atmosphere": "Winter storm, cold and dark.", "details": "Tall dark tree trunks in the background, ground covered in a thick layer of fresh white snow, heavy snow falling captured as streaks and distinct flakes." }, "lighting": { "style": "Direct camera flash / Flash photography aesthetic.", "characteristics": "High contrast between the bright subject and the pitch-black background. Harsh, cool-toned light illuminating the subject's face, outfit, and the immediate snow around her. Light catching the falling snowflakes, making them glow bright white." }, "camera_and_tech": { "perspective": "Eye-level shot.", "lens_effects": "Slight background blur (bokeh) on the trees, sharp focus on the subject.", "aesthetic": "Raw photo, 35mm film grain texture, editorial fashion photography style.", "quality": "Ultra photorealistic, 8k resolution, highly detailed textures (feathers, lace, snow crystals, skin texture), masterpiece, cinematic composition." }, "Ratio":"5:6" "mood": "Mysterious, haunting, angelic, melancholic, ethereal, winter fantasy." } }

Replace the far background city lights into {argument name="city" default="London's skyline"} with several iconic {argument name="details" default="landmarks"}

{ "id": "img_001", "title": "Sunlit Disco Vibes", "category": "Fashion Photography", "description": "A stylish young woman with fair skin and red hair tied in a high ponytail is kneeling on a concrete surface while holding a reflective silver disco ball. She is dressed in a red swimsuit with white trim and white sneakers. The vibrant green backdrop behind her creates a bold color contrast with her outfit. Bright natural sunlight casts defined shadows on the ground, enhancing the dramatic and modern aesthetic of the image.", "subject": { "gender": "female", "hair_color": "red", "hairstyle": "high ponytail", "accessories": ["sunglasses"], "outfit": { "type": "swimsuit", "color": "red", "details": "white trim", "footwear": "white sneakers" } }, "environment": { "location_type": "outdoor", "floor": "concrete", "background": "bright green wall", "props": ["silver disco ball"] }, "lighting": { "type": "natural sunlight", "intensity": "bright", "shadow_effect": "sharp and defined" }, "composition": { "camera_angle": "slightly elevated", "focus": "subject and reflective disco ball", "style": "modern, vibrant, high-contrast" }, "mood": [ "confident", "energetic", "stylish", "summer vibe", "bold" ], "color_palette": { "primary": "red", "secondary": "green", "accent": "silver", "neutral": "white" }, "resolution_type": "high quality digital photograph" }

{ "image_composition": { "type": "Collage", "layout": "3x3 Grid", "total_panels": 9 }, "subject_details": { "appearance": "Young woman with fair skin", "hair": { "color": "natural", "style": "Loose waves, shoulder-length, side-parted", "texture": "Silky and voluminous" }, "eyes": "Blue/Green", "expression": "Varied (serious, smiling, laughing, focused)" }, "fashion_and_style": { "outfit": { "garment": "Strapless corset-style dress or top", "color": "Deep maroon / Berry", "fabric": "Satin or Silk", "details": "Ruched bodice, structural boning visible" }, "makeup": { "style": "Natural glam", "features": "Glowing skin, soft blush, defined lashes, nude/pink glossy lips" } }, "jewelry_focus": { "item_type": "Dangle Earrings", "metal": "Gold", "design_elements": [ "Huggie hoop base", "Large sunburst/starburst main charm", "Pave set crystals", "Delicate hanging chains", "Small star charms at ends of chains" ] }, "setting_and_environment": { "location": "Luxury interior (likely a hotel suite or upscale bathroom)", "key_features": [ "Large rectangular mirror with integrated LED lighting border", "White marble countertops", "Wood paneling on walls", "Large floor-to-ceiling windows", "Beige curtains" ], "lighting": "Mix of natural daylight and warm artificial vanity lighting" }, "props_and_objects": { "cosmetics": [ "Lip gloss tube", "Mascara/Eyeliner tube", "Glass perfume bottle with gold cap", "Round compact powder" ], "tech": "Black smartphone", "background_props": "Beige silk/satin fabric cloth (in flat lay)" }, "panel_breakdown": { "top_row": [ "Reflection in lit mirror applying makeup", "Flat lay of jewelry and cosmetics on marble", "Close-up putting on earring near window" ], "middle_row": [ "Extreme close-up of earring on ear", "Side profile focusing on hair texture and shoulder", "Waist-up portrait facing forward near window" ], "bottom_row": [ "Portrait touching hair looking away", "Reflection in mirror laughing/smiling", "Flat lay of earrings on folded beige silk cloth" ] } }

A confident {argument name="subject" default="man"} in a {argument name="outfit" default="beige linen suit"} and sunglasses sits center-left, angled in a relaxed 45-degree turn while casually leaning to his right. His facial expression is neutral and deliberately posed, with his eyes obscured by dark lenses and his shoulders comfortably dropped. His left hand rests softly on his left thigh with fingers naturally curled, while his relaxed right hand is draped effortlessly over the edge of the boat, its fingers hanging loose. A subtle touch of dark burgundy serves as a striking accent against the textured beige linen of his attire. He sits upon the pristine white fiberglass floor of a boat deck in the foreground, where a highly polished stainless steel railing on the bottom right catches sharp reflections. Just beyond the deck, the midground opens up to a thriving, {argument name="sea color" default="deep blue sea"} actively churning with crisp white foam from the boat's wake. The deep spatial depth reveals a slightly blurred background featuring a picturesque coastal town, dotted with pristine terracotta roofs nestled among rolling, tree-lined hills. The scene radiates the sophisticated, energetic mood of a luxurious summer evening on the water, heavily shaped by bright, natural, single-source hard light striking from a strict 90-degree side angle. This golden, warm illumination creates a dramatic, high-contrast atmosphere, carving harsh-edged, deep black shadows under the suit lapels, across the right side of the man's face, and sharply down onto the deck. Conversely, brilliant, preserved specular highlights kiss the left side of his face, his left shoulder, and the sleek surfaces of the boat. Captured as a tack-sharp digital photograph using a straight-on perspective, mimicking a 50mm lens shot at f/4.0, 1/500s, and ISO 100 for a medium depth of field that separates the subject from the sweeping background, processed with warm color grading and enhanced contrast to elevate its clean, realistic editorial luxury lifestyle aesthetic, and finally framed in a 3:4 aspect ratio.

{ "model": "gemini-3-pro-image-preview", "mode": "image-to-image", "consistency_id": "midnight-kfashion-editorial", "input_reference": { "use_user_uploaded_image": true, "identity_lock": "strict", "notes": "Preserve the same person from the reference image. The person may be male or female—do not change gender expression, age, ethnicity, facial structure, or unique identifiers." }, "prompt": { "subject": "The same person from the uploaded reference photo, photorealistic fashion model portrait, natural facial proportions and skin texture preserved.", "composition": "Extreme close-up editorial portrait (head fills the frame), eyes near the upper third, slight turn toward camera, tight crop from forehead to chin with the hand entering frame from below.", "action": "Perform a 'shh' gesture: one index finger held vertically and gently pressed to the center of the lips. Finger pad lightly compresses the lip surface; lips slightly parted with glossy lip oil; subtle contact shadow where finger meets lips. Expression calm, mysterious, and intimate; eyelids relaxed.", "location": "Dark studio backdrop, midnight mood, no visible set elements.", "style": "Midnight K-fashion editorial, cinematic high-end beauty photography, clean but dramatic, premium magazine-grade retouching (natural pores, not plastic).", "camera": { "shot_type": "beauty close-up", "lens": "85mm prime", "aperture": "f/1.8", "focus": "sharp focus on the eyes and lips; finger also sharp at the contact point; soft falloff to hair edges", "depth_of_field": "shallow" }, "lighting": { "base": "low-key studio lighting with deep blacks", "key_light": "soft key from camera-right, slightly above eye level", "fill": "very subtle fill from camera-left to keep shadows readable", "signature_effect": "a diagonal iridescent prism light band across the face ({argument name="prism color gradient" default="cyan-to-violet gradient"}), like a diffraction filter or gel projection; crisp edge with gentle falloff", "rim": "faint cool rim light on hair for separation", "skin_response": "wet-look specular highlights on cheekbones and lips; realistic micro-shine" }, "beauty_details": [ "subtle glitter/metallic shimmer on eyelids", "tiny reflective specks near the outer corners of the eyes (very minimal)", "defined but natural brows", "glossy, hydrated lips with high specular highlight" ], "motion_details": "A few wind-blown hair strands sweep across the cheek and near the lips (dynamic but not messy), no heavy motion blur.", "color_grading": "cool midnight grade: deep blacks, cool shadows, slightly desaturated midtones, prism band adds cyan/blue/pur" } }

The part '🔴' is replaced by "{argument name="divine beast" default="Azure Dragon, Black Tortoise, Vermilion Bird, White Tiger"}"

Today's theme is {argument name="theme" default="Magnets sticking together"}

Create a professional game/animation character sheet. Original adult female high-altitude ruin explorer: warm brown skin tone, short messy silver-gray hair, transparent cyan-green goggles, old orange technical jacket, dark gray cargo pants, off-white heavy boots, cyan-green cylindrical breathing backpack. Character Lock: All views must maintain completely identical facial structure, hairstyle, body proportions, clothing cuts, backpack structure, colors, and wear positions; do not redesign the character. Strictly arranged from left to right: Full body front -> 90-degree side -> Full body back -> 3/4 action view; The right side independently displays equipment breakdown of goggles and breathing backpack. All characters maintain the same scale, feet on the same horizontal line, no occlusion between each other. Off-white character design paper background, precise ink lines + restrained concept design thick painting, able to clearly see fabric seams, buckles, metal wear, and equipment connection methods; uniform soft light, no dramatic depth of field. No text, no logos, no watermarks, do not add extra characters or duplicate equipment.

Dramatic wide portrait of {argument name="subject" default="IMAGE1"} sitting casually on wooden floor completely surrounded by large roaring flames and thick smoke, wearing a {argument name="top" default="sleeveless shirt"}, wearing dark baggy pants and {argument name="footwear" default="white sneakers (Nike Dunk style)"}, silver chain necklace, small earring, looking calmly and directly into camera, fire blazing on all sides in background, nighttime black sky, smoke filling frame, hyper-real editorial photography.

{ "prompt": "Vertical full-body shot of {argument name="subject" default="attractive woman with long dark hair"} posing attractively a luxurious room, wearing {argument name="top" default="red crop top"}, {argument name="bottom" default="tiger mini shorts"}, sheer black tights and white high heels, bending forward while looking back at camera, smartphone on selfie stick in foreground, glowing little neon sign 'KeorUnreal' in red cursive subtly visible on the wall in background, soft natural lighting, photorealistic, detailed skin and fabric textures, glamorous style, 8k", "negative_prompt": "cropped, bad hands, blurry, low quality, different outfit, missing neon", "parameters": { "aspect_ratio": "9:16", "lighting": "soft indoor + neon accent" } }

Two athletic women with toned physiques stand side by side smiling at the camera in a fitness-themed setting with a {argument name="background" default="wooden plank wall"} background. The woman on the left has {argument name="left hair style" default="long platinum blonde hair styled in a braid"} and wears a purple sports top and matching high-waisted purple shorts. She holds a silver dumbbell in her right hand and a large decorative dragon egg in her left hand, while wearing a silver name necklace that reads '{argument name="left name" default="Emilia"}', a watch, and bracelets. The woman on the right has long wavy red hair and wears a green sports top and matching high-waisted green shorts. She holds a silver dumbbell in her right hand and red and black over-ear headphones in her left hand, while wearing a silver name necklace that reads 'Sadie' and a watch. Both women are standing confidently in front of the wooden wall, facing forward with friendly smiles.

STRICTLY preserve appearance 1:1 — face, features, proportions, skin texture, skin tone, age, color and hair length without changes, without retouching. Format 4:5. Photorealistic outdoor portrait in {argument name="setting" default="high grass"}. Camera: {argument name="lens" default="full frame, 85mm, f/3.2"}, ISO 200, 1/500. body slightly unfolded, head straight, looking at the camera, expression calm, deep, slightly pensive. The right hand is raised to the chin, the fingers are relaxed on the face. The hair is loose, soft waves, several thin strands pass over the face from the wind. Outfit: {argument name="clothing" default="free blue knitted sweater oversize with long sleeves, soft textured wool"}. Soft natural daytime light, without direct sun, slightly cloudy atmosphere, muted shades, natural leather, light film grain. meadow depth, without strong bokeh.

A dramatic black-and-white fine art portrait of the person in the uploaded picture (preserve face 100%), captured in a close-up, three-quarter profile. Soft directional lighting sculpts the face and upper body, creating deep shadows and a cinematic chiaroscuro effect. The subject wears a simple unbranded T-shirt in a randomly chosen solid color: [{argument name="T-shirt color" default="red/ yellow/ black/ white/ teal/ maroon"}]. Only the T-shirt color is visible — all other elements remain strictly monochromatic black-and-white. Natural fabric folds are clearly visible, with realistic texture and contrast. The subject’s expression is [{argument name="emotion" default="calm / introspective / confident / serene / melancholic"}], with relaxed features and a gentle gaze directed [{argument name="gaze direction" default="TOWARDS THE CAMERA / AWAY / DOWNWARD"}]. Skin texture appears natural and detailed, with smooth tonal transitions. Styling is minimal, emphasizing light, form, and emotion rather than fashion. A dark, unobtrusive background fades into black, creating a timeless studio portrait aesthetic. High-contrast monochrome tones with selective color isolation on the T-shirt only, subtle film grain, shallow depth of field, classic fine-art photography style. Ultra-high resolution, professional studio quality, intimate, elegant, emotionally evocative."

{   "meta": {     "camera": "iPhone 17 Pro Max",     "lens": "48mm",     "aspect_ratio": "2:3",     "style": "sunset iphone candid snap",     "quality": "ultra photorealistic",     "time_of_day": "8:02 PM",     "lighting_temperature": "warm sunset 5000K",     "natural_mobile_hdr": true,     "slight_handheld_motion": true,     "realistic_depth_of_field": true,     "authentic_iphone_color_science": true   },   "character_lock": {     "hair": "long blonde, soft wind movement",     "body": "curvy thick hourglass, defined waist, round hips",     "face": "soft but dangerous confidence"   },   "scene": {     "location": "balcony overlooking ocean",     "background": "pink sunset sky, blurred coastline"   },   "pose": {     "position": "leaning on balcony rail, turning back toward camera",     "expression": "slow over-shoulder glance",     "camera_angle": "slightly behind and low"   },   "outfit": {     "bikini": "sheer champagne-toned bikini layered over opaque lining, minimal cut",     "accessories": "large gold hoops, glossy lip"   },   "details": {     "fabric_behavior": "tight contour fit",     "lighting_effect": "sunset rim light on silhouette",     "vibe": "the ex you still think about"   } }