{   "subject": {     "type": "young woman",     "pose": "lying on her back, taking a selfie with her right arm extended upward",     "expression": "soft smile, relaxed and natural",     "gaze": "looking toward the camera",     "skin_details": {       "complexion": "smooth, warm, sunlit glow",       "freckles": "visible on nose and cheeks"     },     "hair": {       "color": "medium brown",       "length": "long",       "style": "loose, spread out on the pillow around her head"     },     "eyes": {       "color": "light blue or green",       "makeup": "subtle eyeliner"     }   },   "clothing": {     "top": {       "type": "ribbed tank top",       "color": "white",       "fit": "form-fitting",       "neckline": "scoop neck"     },     "bottoms": {       "type": "jeans",       "color": "light blue",       "visibility": "partially visible"     },     "accessories": {       "earrings": "small studs",       "necklace": "thin, minimal chain"     }   },   "environment": {     "location": "bed or soft resting surface",     "bedding": {       "pillow": "white",       "sheets": "white"     },     "background": "neutral wall and edge of headboard or furniture barely visible"   },   "lighting": {     "type": "natural sunlight",     "direction": "coming from upper left of frame",     "effect": "creates warm highlights and soft shadows on face and torso"   },   "composition": {     "camera_angle": "top-down selfie angle",     "framing": "close-up of face, upper torso, and part of jeans",     "focus": "sharp on face and upper body",     "colors": "warm skin tones, white bedding, brown hair, neutral background"   },   "mood": "warm, relaxed, comfortable, natural" }

{ "intent": "Generate a hyper-idealized, Douyin-style night portrait of the same girl attached in reference image using direct flash photography, creating a sharp, high-contrast glow.", "frame": { "aspect_ratio": "16:9", "composition": "Extreme close-up selfie framing focused tightly on eyes and lips, forehead slightly cropped, centered gaze.", "style_mode": "Flash photography, digital influencer aesthetic, soft-focus realism" }, "subject": { "identity": "the same girl attached in reference image with soft youthful features and understated elegance.", "skin": " with smooth luminous finish reflecting the flash, creating a glassy glow with minimal texture.", "hair": " loose, naturally wavy catching specular highlights from the flash.", "wardrobe": "Minimal visibility of a simple, understated top suited for a city night." }, "environment": { "location": "Nighttime indian city.", "weather": "Clear, calm night sky.", "background": "Dark urban backdrop with blurred bokeh lights from buildings." }, "lighting": { "type": "Direct frontal phone flash or high-intensity screen light", "quality": "Hard, flat lighting eliminating deep shadows and creating a smooth two-dimensional glow", "contrast": "Strong separation between the illuminated face and the dark city background", "catchlight": "Small flash reflection in the center of pupils" }, "camera": { "sensor_format": "Smartphone main camera simulation", "lens": "24mm wide-angle lens exaggerating eye size and softening facial proportions", "aperture_depth_of_field": "f/1.8–f/2.2, sharp on eyes and lips, instant blur on background and edges of hair", "focus": "Critical focus on iris texture and lashes" }, "negative": { "content": "No wet hair, no snow, no rain, no masculine features, no visible pores, no contour-heavy makeup, no sunglasses, no hands in frame.", "style": "No dramatic shadows, no vintage tones, no painterly effects, no warm film look." } }

A natural Instagram-style selfie of a young woman with long, thick black wavy hair, sitting on the beige leather seat of a luxury vehicle. She is wearing a white long-sleeve button-up shirt, tied in a knot below the chest to create a cropped look, paired with light-wash denim shorts. A small silver navel piercing is visible. One arm is raised and resting behind her head in a relaxed pose, while the other hand rests naturally on her leg or thigh. Her body is slightly turned toward the camera, leaning back comfortably against the seat. Her gaze is directed straight at the camera with a confident and sensual expression, natural soft makeup, and glossy lips. Shot from eye level or a slightly high angle, as if taken with a selfie stick or a phone’s front camera. A medium to medium-close framing from the waist to the head, with the subject filling most of the frame. Bright natural daylight pours in through the car windows, with lush green trees visible in the background. Soft, even lighting beautifully illuminates her face and body. The warm beige leather interior creates a cozy and luxurious atmosphere. candid lifestyle photography aesthetic with an authentic social media selfie vibe. Colors: bright, airy, and slightly warm-toned. The face and upper body are sharply in focus.

{ "image_generation_prompt": { "subject": { "description": "Young woman", "reference_basis": "User provided photo", "expression": "Casual and stylish" }, "outfit": { "style": "Streetwear", "top": "Black oversized t-shirt with a cool graphic design", "bottom": "Light blue oversized wide-leg jeans", "footwear": "White chunky sneakers", "accessories": "Black wrist watch" }, "pose_and_action": { "stance": "Standing", "hand_placement": "One hand in pocket", "holding_object": "Iced drink in a plastic cup with a straw" }, "environment": { "immediate_surroundings": "Steel wire fence", "background_elements": [ "Bright blue sky", "Bamboo trees", "Modern buildings" ] }, "technical_details": { "medium": "Digital photography", "camera_angle": "Low angle / worm's-eye view", "lighting": "Daylight, bright" } } }

<role> You're specialized in computational photography, specifically the optical characteristics of the iPhone 16/17 Pro Max sensor system. You translate human concepts into mathematically precise image generation prompts. </role> <cognitive_framework> <principle name="Context Hunger"> If the user provides a vague concept (e.g., "girl at a cafe"), you must explicitly invent the missing environmental, lighting, and styling details to ensure a complete image. </principle> <principle name="The iPhone Aesthetic"> All outputs must strictly simulate high-end mobile photography. - Focal Lengths: 24mm (Main), 13mm (Ultra Wide), or 77mm (Telephoto). - Characteristics: "Apple ProRAW" color science, sharp details (Deep Fusion), computational bokeh (Portrait Mode), and Smart HDR dynamic range. - Avoid: Anamorphic lens flares, exaggerated "cinema" bokeh, or vintage film grain (unless specified as a filter). </principle> <principle name="Imperfection is Realism"> To achieve "ultra-realism," you must inject terms describing unpolished reality: digital noise (not film grain), skin texture, slightly blown-out highlights (common in mobile), and natural "snapshot" framing. </principle> <principle name="JSON Precision"> Your output is a strict JSON object designed for programmatic use. </principle> </cognitive_framework> <visual_analysis_reference> The "Influencer Aesthetic" is defined by: - Vibe: "Plandid" (planned candid), effortlessness, aspirational lifestyle. - Lighting: Natural window light, golden hour, or "flash photography" (hard flash) for night shots. - Framing: Vertical (9:16) native mobile aspect ratio, often selfies or point-of-view (POV). </visual_analysis_reference> <instructions> 1. Analyze the user's request for subject and mood. 2. Enrich the request using "iPhone Photography" constraints. 3. Format the output strictly as a JSON object with the following schema. </instructions> <json_schema> { "meta_data": { "style": "iPhone Pro Max Photography", "aspect_ratio": "9:16" }, "prompt_components": { "subject": "Detailed description of person, styling, pose (mirror selfie, 0.5x angle, etc.)", "environment": "Detailed background, location, social setting", "lighting": "Smart HDR lighting, natural source, or direct flash", "camera_gear": "iPhone 16 Pro Max, Main Camera 24mm f/1.78, or Ultra Wide 13mm", "processing": "Apple ProRAW, Deep Fusion, Shot on iPhone", "imperfections": "Digital noise, motion blur, authentic skin texture, screen reflection (if mirror)" }, "full_prompt_string": "The combined, comma-separated string optimized for realistic mobile generation", "negative_prompt": "Standard negatives + 'professional camera, DSLR, bokeh balls, anamorphic, cinema lighting, studio lighting'" } </json_schema> <task> Await user description of the scene. Generate the JSON output immediately. </task>

Scene studio = true studio background color = "dark_blue" studio lighting = "minimal_soft_spotlight" focus subject = "male_same_as_reference" focus style = "sharp_primary_subject" depth background = "smooth_blur" subject pose = "standing_pose_confident_casual" subject expression = "neutral_but_stylish" subject outfit type = "casual_fashionable" subject outfit details = { top: "minimalist_warm_layer", bottom: "clean_fitted_pants", overall_vibe: "modern_casual_aesthetic" } camera lens = "85mm_portrait" camera framing = "mid_shot" camera mood = "studio_cinematic_minimal" render quality = "ultra_hd"

Edit the photo in ultra-realistic 16K resolution. A young girl is taking a selfie inside a room. Her hair is long, layered ash brown, slightly messy at the top, falling forward naturally. She is wearing a black curly-strapped floral dress. Pose: She is lying face down on a blanket, with her right hand touching her lips, head tilted sideways, looking forward, appearing to be daydreaming. Her makeup is flawless, Korean-inspired with a modern touch: neatly shaped eyebrows, soft peach eyeshadow, thin eyeliner emphasizing her eyes, and soft gray contact lenses giving a captivating gaze. Her cheeks have a natural peach blush, and her lips are glossy, with a nude base lip color ombre'd into red, creating a soft yet striking contrast. The background is a cream marble wall. Photo is taken up-close at eye-level. Lighting: Cinematic and editorial, dim and dark to make the selfie look realistic. Retro purple contrast enhances skin glow. Photo captured with an iPhone 17 Pro Max. Do not alter her face in any way.

{ "image_generation_request": { "constraints": { "preservation_instruction": "Without changing my facial features and face", "strictness": "High" }, "technical_specifications": { "medium": "Photograph", "resolution": "High-definition", "camera_angle": "Low-angle perspective" }, "subject_details": { "demographics": "Young woman", "physical_appearance": { "hair": { "style": "Messy updo", "details": "Loose strands" } }, "pose_and_action": { "stance": "Standing", "positioning": "Positioned", "gesture": "Touching the collar", "vibe": "Looking stylish" }, "attire": { "upper_body": { "item": "Cropped t-shirt", "color": "Dark blue", "texture": "Ribbed", "details": [ "White trim", "White logo" ] }, "lower_body": { "item": "Pajama pants", "pattern": "Striped", "color": "White" } } }, "scene_environment": { "setting_type": "Room", "lighting": { "intensity": "Dimly lit", "temperature": "Warm", "color_tone": "Enhanced purple-toned", "sources": [ "Ceiling fixture", "Hidden cove lights" ] } } } }

A person standing on a city rooftop during golden hour, warm sunlight wrapping around their face, subtle lens flare, wind brushing their hair, shallow depth of field, 35mm photography vibe, natural skin texture.

{ "prompt": "A beautiful woman with long, flowing brown hair poses confidently. She is wearing a form-fitting, light brown mini dress that accentuates her figure. Her left hand is raised to her head, and she looks directly at the viewer with a captivating gaze. The background is dimly lit, featuring warm wall sconces and a glimpse of a dark leather couch, creating an intimate and stylish atmosphere. The lighting highlights her hair and the contours of her body." }

Generate a photorealistic image of a cafe terrace in the Marais district of Paris on a Wednesday morning in March 2025. It is a crisp, cool spring morning with clear skies. Locals are drinking coffee. In sharp focus should be a young woman wearing a scarf, stirring a cappuccino and looking thoughtfully to the side; the waiter and street traffic behind her are blurred. The photo should have the candid, natural morning light feel of an iPhone image.

Cinematic close-up portrait of a young woman with dark messy bangs and striking green eyes, resting chin on a hand covered by a chunky grey knit wool sweater. Her face is pale with a heavy dusting of natural freckles and rosy cheeks, illuminated by a beam of warm golden-hour sunlight creating a dramatic chiaroscuro contrast. 35mm analog film photography style, f/1.8, bokeh, visible film grain, highly detailed skin texture, raw and emotional mood, Kodak Portra 400 aesthetic.

Generate a photorealistic image shot with an iPhone 17 on a Wednesday morning in March 2025 in Plaza de la Constitución, Málaga. The atmosphere is bright but cool, with soft spring light illuminating the square. On a café terrace, locals are drinking coffee. In sharp focus should be a young woman wearing a light scarf, stirring a cappuccino and gazing thoughtfully to the side. Background elements—waiter, people walking across the square, and the movement around the fountain—should appear naturally blurred with subtle depth-of-field. The image should feel candid, unstaged, and captured with the crisp morning realism of an iPhone photo.

Use the facial features from the attached photo. A close-up of a young woman is displayed on the screen of a small Canon digital camera. The camera body surrounds the image, with its buttons, dials, and textured surfaces visible, including the FUNC/SET wheel, DISP button, and the 'IMAGE STABILIZER' label on the side. The photo on the screen was taken indoors at night, with the bright built-in flash illuminating the woman's face and hair, creating sharp highlights on her face and strands of hair. Her dark, long hair hangs loosely beside her cheeks, her lips are slightly parted, and her expression is gentle. The flash highlights her facial features, and the background is a dimly lit, cluttered kitchen, where appliances, shelves, and metal surfaces are vaguely visible, showing a soft bokeh effect. The overall atmosphere is natural, authentic, and nostalgic, reminiscent of early 2000s digital camera snapshots. The tone is cool and slightly soft, with the flash creating a strong contrast, and the screen display shows natural grain. No text or logos are present in the photo preview. Aspect Ratio: 4:5 vertical Camera: Compact digital camera simulation Lens: Equivalent 28–35mm Aperture: f/2.8 ISO: 400 Shutter Speed: 1/60s (using flash) White Balance: Auto flash Lighting: Subject is illuminated by strong direct flash, background is weak ambient light Color Grading Style: Nostalgic digital camera tone, high-contrast flash effect, delicate screen grain, realistic screen glow.

Studio-style, sharp, neutral background.

{ "subject": { "description": "A young woman taking a car selfie with her hand resting on her forehead, smiling gently", "age": "young adult", "expression": "relaxed, candid, slight smile, hand casually touching forehead", "hair": { "color": "dark brown", "style": "slicked back tight low bun with a precise middle part" }, "clothing": { "top": { "type": "oversized hoodie", "color": "light heather grey", "details": "soft fleece fabric, relaxed fit, hood falling back” }, "face": { "preserve_original": true, "makeup": "fresh natural 'clean girl' aesthetic, sun-kissed skin with visible freckles across nose, rosy blush, glossy pink lips, groomed brows" }, "accessories": { "eyewear": { "type": "tortoise shell glasses", "details": "oval/round acetate frames, stylish and intellectual vibe" }, "earrings": { "type": "gold ear stack", "details": "multiple small gold huggie hoops and studs on the lobe and helix" }, "jewelry": { "necklace": "dainty gold chain with a tiny pendant", "ring": "thin gold band on the ring finger" } }, "photography": { "camera_style": "modern smartphone selfie", "angle": "eye-level to slightly low angle", "shot_type": "close-up portrait composition", “aspect_ratio”: “9:16 vertical”, "texture": "natural daylight, sharp focus on face, soft skin texture, bright window lighting, no grain" }, "background": { "setting": "interior of a car", "elements": [ "dark car ceiling / panoramic sunroof", "car seat headrest", "seatbelt", "car window showing bright daylight", "blurred trees and buildings outside" ], "atmosphere": "casual daily life, on-the-go, bright daytime vibe", "lighting": "soft natural window light illuminating the face" } }

{ "pose": { "description": "She holds the camera with her left hand, positioned slightly below eye level, capturing her face from a confident upward angle; lips softly parted, expression calm yet intense." }, "background": { "description": "A dark winter night sky with faint, lightly frosted tree branches barely visible, adding a dramatic atmosphere." }, "atmosphere": { "description": "Cold, cinematic, and raw winter energy; a stylish modern snowy portrait with natural texture and detail." }, "reference_style": { "description": "Conceptual variant.", "details": { "shot": "A close-up outdoor selfie taken at night during heavy snowfall.", "subject": "The woman’s facial features match the reference image exactly.", "skin": { "description": "Natural tone with visible, realistic skin texture. Her cheeks are slightly flushed from the cold." }, "snow_details": { "description": "Snowflakes rest on her lashes and hair." }, "outfit": { "description": "She wears a black faux-fur winter hat almost fully covered in snow, and a shiny black puffer jacket with snow dusted across the shoulders and collar." }, "camera": { "description": "She is taking the selfie with her left hand." }, "lighting": { "description": "Soft, cold night lighting from above and slightly in front, creating a subtle glow on her cheeks and gentle highlights on the jacket." } } }, "negative_prompt": { "description": [ "blurry face", "altered facial features", "incorrect facial structure", "distorted proportions", "extra limbs", "extra fingers", "missing fingers", "deformed eyes", "inaccurate expression", "unrealistic skin texture", "plastic skin", "oversoftened skin", "unnatural lighting", "harsh shadows", "artifacts", "pixelation", "low resolution" ] } }

Une femme aux cheveux noirs longs et raides, séparés légèrement décentrés, est assise sur un banc de pierre lisse ou de béton dans un cadre urbain extérieur. Elle porte de petites lunettes de soleil rectangulaires étroites avec une fine monture métallique, une fine chaîne en or avec un petit pendentif carré superposée à une autre fine chaîne en or, de fins bracelets en or au poignet droit, et plusieurs bagues en or sur les doigts des deux mains. 1,589 A woman with long, straight black hair, parted slightly off-center, sits on a smooth stone or concrete bench in an outdoor urban setting. She wears small, narrow, rectangular sunglasses with thin metal frames, a delicate gold chain with a small square pendant layered over another thin gold chain, thin gold bracelets on her right wrist, and several gold rings on both fingers. Her expression is neutral, with her lips slightly pursed around a light brown or beige straw, and her gaze is directed forward, toward the camera. She is dressed in a dark charcoal gray sports bra with a deep V-neck made of fitted athletic fabric, and matching high-waisted leggings in the same dark charcoal gray, fitted with a V-shaped crisscross waistband. In one hand, she holds a plastic cup containing iced coffee with ice cubes, fitted with a clear lid and a straw, while her other hand rests on her thigh, her legs together. To her left on the bench is a soft beige clutch bag made of a leather-like material. The background features a wall of smooth beige stone tiles and a floor of decorative smooth stones in blended shades of gray and beige, all bathed in bright natural light that creates sharp shadows. The framing is a medium shot capturing the subject from head to mid-thigh at a slightly eye-level angle, with sharp focus on the subject against a gently blurred background, and warm, natural tones.

{ "image_parameters": { "style": "Canon IXUS aesthetic", "type": "Point-and-shoot photography", "quality": "Hyper-realistic", "tone": "Sharp, direct", "lighting_and_atmosphere": "Realistic, flash-style/direct lighting" }, "subject": { "constraints": { "facial_identity": "Match reference image exactly 100%", "face_edits": "None allowed" }, "hair": { "style": "Long, natural, lightly messy layered look", "movement": "Blowing gently in the wind", "details": "Strands slightly covering part of face" }, "makeup": { "cheeks_and_nose": "Soft pink blush with blurred effect", "lips": "Subtle pink-orange tinted outline" }, "expression": [ "Cute", "Naive", "Cheerful", "Slightly sexy/undone charm" ], "pose": { "body_position": "Half-sitting, half-standing", "action": "Flicking hair" }, "clothing": { "top": "Black strapless top", "bottom": "Low-waisted jeans with a floating waistline", "neck": "Thin black fabric choker/wrap" }, "accessories": [ "Small pendant necklace", "Gold watch" ] }, "environment": { "setting": "Modern pub", "foreground_props": [ "Round table", "Bottle of liquor", "Glass of liquor" ] } }

{ "image_parameters": { "style": "Canon IXUS aesthetic", "type": "Point-and-shoot photography", "quality": "Hyper-realistic", "tone": "Sharp, direct", "lighting_and_atmosphere": "Realistic, flash-style/direct lighting" }, "subject": { "constraints": { "facial_identity": "Match reference image exactly 100%", "face_edits": "None allowed" }, "hair": { "movement": "Blowing gently in the wind", "details": "Strands slightly covering part of face" }, "makeup": { "cheeks_and_nose": "Soft pink blush with blurred effect", "lips": "Subtle pink-orange tinted outline" }, "expression": [ "Cute", "Naive", "Cheerful", "Slightly sexy/undone charm" ], "pose": { "body_position": "Half-sitting, half-standing", "action": "Flicking hair" }, "clothing": { "top": "Black strapless top", "bottom": "Low-waisted jeans with a floating waistline", "neck": "Thin black fabric choker/wrap" }, "accessories": [ "Small pendant necklace", "Gold watch" ] }, "environment": { "setting": "Modern pub", "foreground_props": [ "Round table", "Bottle of liquor", "Glass of liquor" ] } }