
Reference Images:
A cinematic medium shot of a stunning woman standing on a busy snowy street at night. She has flawless porcelain pale skin and exquisite, delicate facial features. She is NOT smiling; her expression is calm, mysterious, and slightly melancholic, looking directly into the soul of the viewer. She is wearing a high-quality, textured deep red knitted Christmas sweater (or a chic red wool coat). Snowflakes are gently falling and resting on her hair. The background is a beautiful wash of blurry festive city lights and neon signs (bokeh). High contrast between her pale skin, the red outfit, and the cool-toned snowy night. Shot on 35mm film, atmospheric, moody, highly detailed. --ar 3:4 --v 6.0 --style raw --stylize 300

I. Subject and mood objectives 1. Subject: young woman, medium-shot portrait; upper body dominates the frame, looking directly into the camera 2. Mood: sweet yet cool and playful, not childish; with a touch of confidence and spirited elegance 3. Expression and action: left eye winking, right eye open and expressive; subtle smile with slightly upturned lips 4. Gaze relationship: eyes sharply focused on the camera, creating strong interaction II. Composition and camera language 1. Shot size: medium shot, framing from the top of the head to the upper chest; face and hands visible in the same frame 2. Composition: centered composition, face centered slightly higher than mid-frame; arms positioned below to form support and enclosure 3. Camera angle: eye-level with a very slight top-down angle 4. Focal length: medium-to-long focal length for a half-body portrait look, with compressed background 5. Depth of field: * Focus point: eyes as the sharpest focus * Sharp zone: from both eyes to the tip of the nose * Softened zone: noticeable softening from the mouth to the ears and back hair * Hands: slightly softer than the face; knit texture visible but not crisp * Transition: smooth and gradual transition from sharp to blur, no hard cutoff * Quantified target: overall depth of field approximately 1–3 cm, enhancing layering without overdoing it 6. Aspect ratio (must be followed): vertical orientation; clear background space on both left and right sides; all limbs must remain within the frame III. Lighting and background 1. Light source: softbox-style diffused soft light; key light from the front and slightly above, with very light shadows 2. Fill light: gentle frontal fill to reduce nose and nasolabial shadows; overall high brightness 3. Contrast: low contrast with smooth tonal transitions; skin highlights delicate and not overexposed 4. Background: clean, light-colored background (slightly warm white), no visible texture or props 5. Color temperature: warm white light, overall creamy warm tone IV. Facial features and makeup details 1. Skin: clear and translucent with fine texture preserved; natural highlights on the bridge of the nose and cheekbones 2. Features: small freckles scattered across the cheeks and nose 3. Blush: large-area diffused blush from the apples of the cheeks to under the eyes; warm pink-apricot tone 4. Eye makeup: clean and transparent; long, lifted eyelashes; lower lashes clearly visible 5. Eyes: sharp and clear with clean sclera; overall natural and translucent appearance 6. Lip makeup: glossy, jelly-like lip glaze with highlights; color between warm rose-bean and peach-red, with soft edges V. Hairstyle and hair accessories (key replication) 1. Hairstyle: high-position, voluminous, slightly messy bun or updo, with flyaways and outward-flipped strands at the crown 2. Bangs: light, wispy bangs with a natural part; a few strands resting on the forehead and softly floating 3. Sides: loose strands falling on both sides to create a casual, airy feel 4. Hair accessories: multiple light-colored hair clips and small ornaments (flowers, bows, cream-toned mini clips) 5. Hair color: deep brown with a subtle warm sheen VI. Clothing and hand styling (key replication) 1. Top: dark sleeveless dress or tank-style top, with brown plaid details or straps 2. Gloves: beige-apricot knitted fingerless long hand warmers; thick texture with clearly visible knit pattern 3. Accessories: brown plaid bow decorations on the hand warmers; thin gold bracelet on the wrist 4. Hand gestures: playful, cute, and spontaneous hand poses 5. Nails: long transparent extension nails with teal-green French tips or accents, featuring small rhinestone sparkle details VII. Color and texture style 1. Primary colors: creamy white background, warm brown hair, beige-apricot knit, brown plaid accents 2. Texture quality: soft focus without muddiness; skin smooth like cream; knit and plaid textures clearly defined 3. Image processing: light skin smoothing and brightening while preserving freckles; overall fresh, clean, and translucent look

{ "image_generation_specification": { "meta": { "type": "photorealistic_lifestyle_fashion_collage" }, "subject": { "identity": { "Woman": "Use from the reference image", "likeness_era": "Modern lifestyle editorial" }, "physical_appearance": { "hair": { "color": "Dark brown", "style": "Long, loose, center-parted", "texture": "Straight to softly wavy, lightly wind-swept" }, "expression": { "mood": "Joyful, playful, carefree", "details": "Soft smile, joyful laughter, confident relaxed expressions" }, "pose": { "position": "Standing and moving naturally across multiple frames", "orientation": "Front-facing, rear three-quarter view, mid-movement, and close medium portrait poses" } }, "attire_and_accessories": { "clothing": { "item": "Maxi dress", "color": "Soft pink", "style_details": [ "Small red and green floral print", "Short puff sleeves", "Fitted bodice", "Flowing skirt silhouette" ], "fabric_texture": "Lightweight, airy, flowing fabric" }, "jewelry": { "item": "Earrings", "metal": "Minimal neutral metal", "style": "Simple, understated design" }, "additional_accessories": [ "Light brown ankle boots", "Sunglasses worn in one frame" ] } }, "environment": { "immediate_setting": { "location_type": "Outdoor garden and landscaped estate grounds", "era_vibe": "Romantic countryside resort atmosphere", "interior_details": { "elements": [ "Mediterranean-style architecture with arches and columns", "Flower beds", "Green lawn", "Trees surrounding the grounds" ] } }, "view_through_window": { "description": "Open outdoor scenery surrounding the subject", "elements": [ "Distant mountains", "Clear blue sky", "Lush greenery" ] } }, "photographic_execution": { "style": "High-end lifestyle fashion editorial photography", "quality": "High-resolution imagery with crisp subject detail", "lighting": { "source": "Natural sunlight", "quality": "Bright midday light with soft yet defined shadows, cheerful and vibrant" }, "composition": { "framing": "Vertical four-image grid collage combining full-body and medium shots", "depth_of_field": "Moderate depth of field with clear background and gentle separation from the subject" } } } }

{ "prompt_type": "detailed_image_generation", "main_subject": { "description": "A beautiful young woman with pale fair skin and subtle freckles, long voluminous wavy red/auburn hair spread out dramatically across the car hood, delicate features, subtle makeup with natural look, relaxed dramatic expression with eyes partially closed and one hand shielding forehead from sun", "body_type": "slim hourglass figure with long legs, toned yet feminine proportions, smooth flawless skin" }, "pose_and_composition": { "pose": "lying reclined on the hood of a yellow sports car, body stretched out diagonally with legs extended toward front, right arm raised with hand resting on forehead in shielding/dramatic gesture, left arm relaxed by side, head tilted slightly back for sensual and relaxed vibe", "framing": "medium full-body shot from mid-thigh up, low-angle perspective emphasizing the car hood and subject dominance, vertical portrait orientation with car filling lower frame" }, "clothing_and_details": { "swimsuit": "sleek pink high-cut one-piece bodysuit or swimsuit with deep scoop neckline, minimalist design featuring small black 'KEOR' logo text centered on chest (likely Off-White brand), smooth matte fabric clinging to body", "accessories": "small hoop earrings, no other visible jewelry", "overall_style": "minimalist high-fashion swimwear with branded logo, elegant and provocative" }, "setting_and_background": { "background": "outdoor urban parking lot on sunny day, asphalt surface with oil stains, green painted curb and sidewalk, orange and white traffic cone visible in mid-ground, subtle greenery on left", "props": "classic bright yellow Porsche sports car (likely 911 model) with glossy paint, round headlight and Porsche crest emblem on hood clearly visible, subject lying directly on hood", "environment": "casual daytime parking lot, bright and open atmosphere" }, "lighting_and_style": { "lighting": "harsh direct overhead sunlight creating strong highlights and reflections on car paint and skin, deep shadows under body and arm, high contrast with vibrant colors and dramatic mood", "photography_style": "professional fashion editorial photography, high resolution, sharp focus on textures (hair, fabric, car paint), sensual and iconic car culture vibe, realistic with cinematic glamour", "color_palette": "dominant bright yellow from car contrasting pink swimsuit, pale skin tones, neutral grays of asphalt, pops of green and orange" }, "technical_parameters": { "aspect_ratio": "2:3 vertical portrait", "quality_tags": "highly detailed, photorealistic, masterpiece, 8k, sharp focus, realistic hair strands and car reflections, natural sunlight highlights and shadows", "negative_prompt_suggestions": "blurry, deformed, extra limbs, low quality, artifacts, overexposed, harsh unnatural shadows, watermark, text except KEOR logo, cartoon, anime" }, "combined_positive_prompt": "dramatic fashion portrait of a beautiful pale redhead woman with long wavy hair lying sensually on hood of bright yellow classic Porsche 911, wearing minimalist pink high-cut one-piece swimsuit with black 'KEOR' logo, hand shielding forehead from sun, sunny parking lot with traffic cone, harsh natural sunlight and reflections, high fashion editorial photography, highly detailed, photorealistic, iconic and seductive mood, masterpiece" }

[INPUT IMAGE: USER_PHOTO] Use the person in the input image as the ONLY subject. Preserve their identity and facial features clearly. Create a hyper-realistic high-fashion editorial photo inside a surreal 3D geometric “color box” room (a hollow cube / tilted cube set). Each render MUST randomly choose: 1) a bold single-color box (monochrome environment, vivid and saturated), 2) a dynamic “cool” fashion pose (gravity-defying or extreme stretch / leap / sideways bracing against the walls), 3) a dramatic camera angle (wide-angle 24–35mm equivalent, tilted horizon, strong perspective). The subject appears full-body and sharp, wearing an avant-garde fashion styling that feels modern and editorial (clean silhouette, stylish layering, premium fabric texture). Keep clothing tasteful and fashion-forward. The subject’s pose should feel athletic, stylish, and unusual—like a magazine campaign shot. Lighting: studio quality, crisp and cinematic; strong key light with controlled soft shadows, subtle rim light; realistic reflections and bounce light from the colored walls. Ultra-detailed skin texture, natural pores, realistic fabric weave, clean edges, high dynamic range. Composition: subject centered with plenty of negative space and strong geometric lines; the box perspective frames the subject. Color: the box color is a SINGLE bold color and MUST be different each run (random vivid hue). The subject’s outfit contrasts well with the box color. Output: hyper-real, photorealistic, 8k detail, editorial campaign quality, sharp focus on subject, no motion blur, no distortion of face, natural proportions.

{ "reference_images": { "product_image": "UPLOADED_IMAGE", "usage_rule": "Use the uploaded image as the exact visual reference for the product’s form, proportions, materials, and overall identity. Do not redesign or reinterpret the product." }, "layout": { "canvas": { "orientation": "vertical", "aspect_ratio": "3:4", "background": "warm neutral paper-like surface" }, "structure": { "top_section": "lifestyle_hero", "bottom_section": "technical_specification" } }, "top_section": { "type": "lifestyle_product_image", "composition": { "placement": "top_center", "scale": "dominant", "margin": "generous whitespace around product" }, "environment": { "setting": "minimal architectural interior", "lighting": { "type": "natural sunlight", "direction": "angled side light", "quality": "soft but high-contrast shadows" }, "floor": "subtle concrete or stone surface", "background": "textured plaster wall" }, "rendering": { "style": "editorial lifestyle photography", "detail": "high realism", "color_grading": "warm, muted, premium" } }, "bottom_section": { "type": "technical_specification_panel", "layout": { "grid": "modular", "alignment": "clean, architectural" }, "technical_drawings": { "placement": "bottom_left_and_center", "style": "architectural line drawings", "views": [ "front view", "side view", "three-quarter cutaway or profile view" ], "projection": "orthographic", "line_style": { "color": "muted red or sepia", "weight": "fine technical lines" }, "annotations": { "type": "measurement and construction callouts", "language": "neutral technical labels", "density": "minimal, editorial" } }, "materials_panel": { "placement": "bottom_right", "content": { "type": "material_swatches", "count": "3-4 depending on product", "format": "square or rectangular samples" }, "textures": { "source": "derived from the product materials", "examples": [ "fabric", "leather", "metal", "wood", "plastic" ] }, "labels": { "style": "small editorial captions", "tone": "technical but refined" } } }, "typography": { "style": "minimal editorial", "usage": "subtle captions, no large headlines", "color": "soft black or dark brown" }, "overall_style": { "mood": "design catalog / product design journal", "aesthetic": "architectural, premium, calm", "avoid": [ "clutter", "bold colors", "heavy branding", "overly decorative graphics" ] }, "constraints": { "do_not": [ "change product design", "invent new materials", "add logos unless present in reference", "use perspective distortion in drawings" ] } }

Ultra-realistic luxury fashion editorial featuring the female from reference photo walking toward camera mid-step, natural arm swing, focused eyes, candid paparazzi energy. Scene: underground parking garage, strip lighting, long depth. Outfit: cream cropped blouse, dark denim jeans, black stilettos. Accessories: small quilted handbag, minimal jewelry. Mood: real, powerful, celebrity presence. Style: street fashion + Vogue hybrid. Image Quality: 8K, balanced sharpness, subtle film grain. Lighting: ambient + soft key light. Color Grading: neutral cinematic palette. Camera: DSLR, 85mm, f1.8. Parameters: 9:16, steps 50, CFG 8.0. Negative: staged pose, artificial glow.

Use the woman's exact face without altering it. Black-and-white surreal editorial portrait: clean profile. Hand at chin in an elegant gesture. She wears a black textured voluminous top with a fur/feather effect, her hair is loose, and round earrings catch the light. Subtle horizontal motion blur runs across the top of the frame. Soft, diffused, high-contrast light: the face is sharp, the rest of the frame is cast into shadow. The background is minimalist, white with gray transitions. Close-up angle, shallow depth of field, glossy fashion style, slight grain. Negative: anatomy distortions, extra hands, incorrect lighting, lack of motion blur, cartoonish look, low contrast, overexposure, artifacts.

{ "subject_and_pose": { "description": "A photorealistic, highly detailed image of a beautiful young woman with shoulder-length hair featuring soft bangs. She has fair skin with a noticeable glossy, wet sheen, suggesting recent swimming activity. Her facial expression is calm and engaging, looking directly at the camera.", "pose": "She is kneeling on the tiled edge of a swimming pool, leaning slightly forward with her right hand resting flat on the pool deck for support and her left arm relaxed by her side. Her posture is poised and highlights an athletic full hourglass figure." }, "outfit": { "description": "She is wearing a tight, glossy one-piece competitive swimsuit.", "details": "The swimsuit is two-toned, featuring a deep royal blue center panel and vibrant bubblegum pink side panels that contour the body. The material has a high-shine, latex-like or wet lycra finish. A small pink logo is visible on the upper chest." }, "environment": { "setting": "An upscale outdoor resort pool area on a sunny day.", "background": "The immediate background features the sparkling blue water of the swimming pool with blue mosaic tiles visible beneath the surface. Further back, there is a poolside patio with white lounge chairs, lush green hedges, palm trees, and a villa-style structure with a wooden pergola roof, evoking a tropical summer atmosphere." }, "lighting_and_shot": { "lighting": "Bright, high-key natural sunlight. Strong specular highlights are present on the subject's wet skin and the glossy swimsuit, enhancing the texture and realism. The lighting creates defined but soft shadows, typical of a midday sun.", "camera_shot": "Medium-full shot, capturing the subject from the knees up. The angle is slightly elevated, looking down at the subject against the backdrop of the pool. The image is sharp and high-resolution with a shallow depth of field that keeps the subject in crisp focus while slightly blurring the background elements. Aspect Ratio 3:4." } }