{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "prompt_type": "descriptive_replication", "reference_adherence": "STRICT_VISUAL_FIDELITY", "aspect_ratio": "3:4", "identity_lock": { "priority": "ABSOLUTE", "instruction": "Use the EXACT FEMALE MODEL from the provided reference image. Facial identity must be perfectly preserved with zero drift. Bone structure, eye spacing, nose shape, lip volume, jawline, cheek fullness, skin texture, height perception, shoulder width, waist-to-hip ratio, and overall proportions must match the model exactly. No beautification, no face blending, no generic influencer features." }, "subject": { "demographics": "Young adult female (21+), use the exact woman from the provided reference image", "hair": { "color": "medium to dark brown with natural depth and subtle warm undertones (match reference exactly)", "style": "straight fringe (bangs) across the forehead with layered medium-length hair", "texture": "natural, smooth, slightly voluminous, not over-styled" }, "face": { "expression": "natural relaxed expression identical to reference", "gaze": "directed at phone screen via mirror reflection", "makeup": "minimal natural makeup, subtle mascara, soft natural lips", "visibility": "partially obscured by phone, face proportions remain readable" }, "body": { "pose": "seated on bed, leaning slightly forward and subtly to the side", "posture": "relaxed torso with natural compression from seated position", "anatomy": { "curves": "natural soft curves identical to reference proportions", "chest": "natural bikini-supported shape consistent with reference", "details": "visible collarbones, subtle shoulder definition matching reference" }, "skin_texture": "visible pores, natural texture, subtle freckles across cheeks and nose, no airbrushing" } }, "attire_and_accessories": { "clothing": { "top": "metallic silver / silver triangle string bikini top with thin straps", "bottom_detail": "matching bikini bottom strings visible at hips" }, "jewelry": { "necklaces": [ "layered gold chain with small cross pendant", "delicate charm necklace (star/flower)", "long lariat-style gold chain" ], "wrists": [ "thick ribbed gold bangle on left wrist", "thin gold chain bracelet" ], "fingers": "multiple gold rings on left hand" }, "props": { "phone": "blue iPhone (iPhone Pro style), held in right hand" } }, "environment": { "setting": "bedroom interior, daytime", "foreground_element": { "mirror": "large rectangular mirror with GREY MARBLE FRAME", "material": "polished stone marble, subtle veining, cool grey tone", "placement": "occupying the right third of the frame" }, "background": { "bed": "white rumpled bed sheets with natural creases", "walls": "plain white walls", "decor": "minimalist, clean, no clutter", "shadows": "soft corner shadows for realism" } }, "lighting_and_atmosphere": { "source": "natural daylight from window on camera-left", "quality": "soft but directional", "effects": [ "specular highlights on left shoulder and chest", "gentle shadow falloff on right side of face and torso" ], "color_cast": "cool daylight balanced with natural skin tones", "contrast": "moderate, natural, no studio fill" }, "camera_and_technical": { "perspective": "mirror reflection selfie", "camera_position": "eye level, angled slightly downward", "framing": "vertical 3:4, subject slightly left to accommodate marble frame", "focus": "sharp on face and phone, background slightly softer", "visual_fidelity": "real iPhone camera look, mild digital noise, no HDR crunch" }, "realism_constraints": { "allowed": [ "minor asymmetry", "natural skin texture", "fabric tension and wrinkles", "subtle lighting imperfections" ], "forbidden": [ "face alteration", "identity drift", "plastic skin", "studio lighting", "CGI or stylized realism", "generic influencer face" ] }, "negative_prompt": [ "different face", "blonde hair", "beauty filters", "airbrushed skin", "anime", "cartoon", "over-sharpening", "wooden mirror frame", "wrong phone color", "missing jewelry", "incorrect bikini style" ] }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "prompt_type": "descriptive_replication", "reference_adherence": "STRICT_VISUAL_FIDELITY", "aspect_ratio": "3:4", "identity_lock": { "priority": "ABSOLUTE", "instruction": "Use the EXACT FEMALE MODEL from the provided reference image. Facial identity must be perfectly preserved with zero drift. Bone structure, eye spacing, nose shape, lip volume, jawline, cheek fullness, skin texture, height perception, shoulder width, waist-to-hip ratio, and overall proportions must match the model exactly. No beautification, no face blending, no generic influencer features." }, "subject": { "demographics": "Young adult female (21+), use the exact woman from the provided reference image", "hair": { "color": "medium to dark brown with natural depth and subtle warm undertones (match reference exactly)", "style": "straight fringe (bangs) across the forehead with layered medium-length hair", "texture": "natural, smooth, slightly voluminous, not over-styled" }, "face": { "expression": "natural relaxed expression identical to reference", "gaze": "directed at phone screen via mirror reflection", "makeup": "minimal natural makeup, subtle mascara, soft natural lips", "visibility": "partially obscured by phone, face proportions remain readable" }, "body": { "pose": "seated on bed, leaning slightly forward and subtly to the side", "posture": "relaxed torso with natural compression from seated position", "anatomy": { "curves": "natural soft curves identical to reference proportions", "chest": "natural bikini-supported shape consistent with reference", "details": "visible collarbones, subtle shoulder definition matching reference" }, "skin_texture": "visible pores, natural texture, subtle freckles across cheeks and nose, no airbrushing" } }, "attire_and_accessories": { "clothing": { "top": "metallic silver / silver triangle string bikini top with thin straps", "bottom_detail": "matching bikini bottom strings visible at hips" }, "jewelry": { "necklaces": [ "layered gold chain with small cross pendant", "delicate charm necklace (star/flower)", "long lariat-style gold chain" ], "wrists": [ "thick ribbed gold bangle on left wrist", "thin gold chain bracelet" ], "fingers": "multiple gold rings on left hand" }, "props": { "phone": "blue iPhone (iPhone Pro style), held in right hand" } }, "environment": { "setting": "bedroom interior, daytime", "foreground_element": { "mirror": "large rectangular mirror with GREY MARBLE FRAME", "material": "polished stone marble, subtle veining, cool grey tone", "placement": "occupying the right third of the frame" }, "background": { "bed": "white rumpled bed sheets with natural creases", "walls": "plain white walls", "decor": "minimalist, clean, no clutter", "shadows": "soft corner shadows for realism" } }, "lighting_and_atmosphere": { "source": "natural daylight from window on camera-left", "quality": "soft but directional", "effects": [ "specular highlights on left shoulder and chest", "gentle shadow falloff on right side of face and torso" ], "color_cast": "cool daylight balanced with natural skin tones", "contrast": "moderate, natural, no studio fill" }, "camera_and_technical": { "perspective": "mirror reflection selfie", "camera_position": "eye level, angled slightly downward", "framing": "vertical 3:4, subject slightly left to accommodate marble frame", "focus": "sharp on face and phone, background slightly softer", "visual_fidelity": "real iPhone camera look, mild digital noise, no HDR crunch" }, "realism_constraints": { "allowed": [ "minor asymmetry", "natural skin texture", "fabric tension and wrinkles", "subtle lighting imperfections" ], "forbidden": [ "face alteration", "identity drift", "plastic skin", "studio lighting", "CGI or stylized realism", "generic influencer face" ] }, "negative_prompt": [ "different face", "blonde hair", "beauty filters", "airbrushed skin", "anime", "cartoon", "over-sharpening", "wooden mirror frame", "wrong phone color", "missing jewelry", "incorrect bikini style" ] }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "prompt_type": "descriptive_replication", "reference_adherence": "STRICT_VISUAL_FIDELITY", "aspect_ratio": "3:4", "identity_lock": { "priority": "ABSOLUTE", "instruction": "Use the EXACT FEMALE MODEL from the provided reference image. Facial identity must be perfectly preserved with zero drift. Bone structure, eye spacing, nose shape, lip volume, jawline, cheek fullness, skin texture, height perception, shoulder width, waist-to-hip ratio, and overall proportions must match the model exactly. No beautification, no face blending, no generic influencer features." }, "subject": { "demographics": "Young adult female (21+), use the exact woman from the provided reference image", "hair": { "color": "medium to dark brown with natural depth and subtle warm undertones (match reference exactly)", "style": "straight fringe (bangs) across the forehead with layered medium-length hair", "texture": "natural, smooth, slightly voluminous, not over-styled" }, "face": { "expression": "natural relaxed expression identical to reference", "gaze": "directed at phone screen via mirror reflection", "makeup": "minimal natural makeup, subtle mascara, soft natural lips", "visibility": "partially obscured by phone, face proportions remain readable" }, "body": { "pose": "seated on bed, leaning slightly forward and subtly to the side", "posture": "relaxed torso with natural compression from seated position", "anatomy": { "curves": "natural soft curves identical to reference proportions", "chest": "natural bikini-supported shape consistent with reference", "details": "visible collarbones, subtle shoulder definition matching reference" }, "skin_texture": "visible pores, natural texture, subtle freckles across cheeks and nose, no airbrushing" } }, "attire_and_accessories": { "clothing": { "top": "metallic silver / silver triangle string bikini top with thin straps", "bottom_detail": "matching bikini bottom strings visible at hips" }, "jewelry": { "necklaces": [ "layered gold chain with small cross pendant", "delicate charm necklace (star/flower)", "long lariat-style gold chain" ], "wrists": [ "thick ribbed gold bangle on left wrist", "thin gold chain bracelet" ], "fingers": "multiple gold rings on left hand" }, "props": { "phone": "blue iPhone (iPhone Pro style), held in right hand" } }, "environment": { "setting": "bedroom interior, daytime", "foreground_element": { "mirror": "large rectangular mirror with GREY MARBLE FRAME", "material": "polished stone marble, subtle veining, cool grey tone", "placement": "occupying the right third of the frame" }, "background": { "bed": "white rumpled bed sheets with natural creases", "walls": "plain white walls", "decor": "minimalist, clean, no clutter", "shadows": "soft corner shadows for realism" } }, "lighting_and_atmosphere": { "source": "natural daylight from window on camera-left", "quality": "soft but directional", "effects": [ "specular highlights on left shoulder and chest", "gentle shadow falloff on right side of face and torso" ], "color_cast": "cool daylight balanced with natural skin tones", "contrast": "moderate, natural, no studio fill" }, "camera_and_technical": { "perspective": "mirror reflection selfie", "camera_position": "eye level, angled slightly downward", "framing": "vertical 3:4, subject slightly left to accommodate marble frame", "focus": "sharp on face and phone, background slightly softer", "visual_fidelity": "real iPhone camera look, mild digital noise, no HDR crunch" }, "realism_constraints": { "allowed": [ "minor asymmetry", "natural skin texture", "fabric tension and wrinkles", "subtle lighting imperfections" ], "forbidden": [ "face alteration", "identity drift", "plastic skin", "studio lighting", "CGI or stylized realism", "generic influencer face" ] }, "negative_prompt": [ "different face", "blonde hair", "beauty filters", "airbrushed skin", "anime", "cartoon", "over-sharpening", "wooden mirror frame", "wrong phone color", "missing jewelry", "incorrect bikini style" ] }
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "prompt_type": "descriptive_replication", "reference_adherence": "STRICT_VISUAL_FIDELITY", "aspect_ratio": "3:4", "identity_lock": { "priority": "ABSOLUTE", "instruction": "Use the EXACT FEMALE MODEL from the provided reference image. Facial identity must be perfectly preserved with zero drift. Bone structure, eye spacing, nose shape, lip volume, jawline, cheek fullness, skin texture, height perception, shoulder width, waist-to-hip ratio, and overall proportions must match the model exactly. No beautification, no face blending, no generic influencer features." }, "subject": { "demographics": "Young adult female (21+), use the exact woman from the provided reference image", "hair": { "color": "medium to dark brown with natural depth and subtle warm undertones (match reference exactly)", "style": "straight fringe (bangs) across the forehead with layered medium-length hair", "texture": "natural, smooth, slightly voluminous, not over-styled" }, "face": { "expression": "natural relaxed expression identical to reference", "gaze": "directed at phone screen via mirror reflection", "makeup": "minimal natural makeup, subtle mascara, soft natural lips", "visibility": "partially obscured by phone, face proportions remain readable" }, "body": { "pose": "seated on bed, leaning slightly forward and subtly to the side", "posture": "relaxed torso with natural compression from seated position", "anatomy": { "curves": "natural soft curves identical to reference proportions", "chest": "natural bikini-supported shape consistent with reference", "details": "visible collarbones, subtle shoulder definition matching reference" }, "skin_texture": "visible pores, natural texture, subtle freckles across cheeks and nose, no airbrushing" } }, "attire_and_accessories": { "clothing": { "top": "metallic silver / silver triangle string bikini top with thin straps", "bottom_detail": "matching bikini bottom strings visible at hips" }, "jewelry": { "necklaces": [ "layered gold chain with small cross pendant", "delicate charm necklace (star/flower)", "long lariat-style gold chain" ], "wrists": [ "thick ribbed gold bangle on left wrist", "thin gold chain bracelet" ], "fingers": "multiple gold rings on left hand" }, "props": { "phone": "blue iPhone (iPhone Pro style), held in right hand" } }, "environment": { "setting": "bedroom interior, daytime", "foreground_element": { "mirror": "large rectangular mirror with GREY MARBLE FRAME", "material": "polished stone marble, subtle veining, cool grey tone", "placement": "occupying the right third of the frame" }, "background": { "bed": "white rumpled bed sheets with natural creases", "walls": "plain white walls", "decor": "minimalist, clean, no clutter", "shadows": "soft corner shadows for realism" } }, "lighting_and_atmosphere": { "source": "natural daylight from window on camera-left", "quality": "soft but directional", "effects": [ "specular highlights on left shoulder and chest", "gentle shadow falloff on right side of face and torso" ], "color_cast": "cool daylight balanced with natural skin tones", "contrast": "moderate, natural, no studio fill" }, "camera_and_technical": { "perspective": "mirror reflection selfie", "camera_position": "eye level, angled slightly downward", "framing": "vertical 3:4, subject slightly left to accommodate marble frame", "focus": "sharp on face and phone, background slightly softer", "visual_fidelity": "real iPhone camera look, mild digital noise, no HDR crunch" }, "realism_constraints": { "allowed": [ "minor asymmetry", "natural skin texture", "fabric tension and wrinkles", "subtle lighting imperfections" ], "forbidden": [ "face alteration", "identity drift", "plastic skin", "studio lighting", "CGI or stylized realism", "generic influencer face" ] }, "negative_prompt": [ "different face", "blonde hair", "beauty filters", "airbrushed skin", "anime", "cartoon", "over-sharpening", "wooden mirror frame", "wrong phone color", "missing jewelry", "incorrect bikini style" ] }
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "prompt_type": "descriptive_replication", "reference_adherence": "STRICT_VISUAL_FIDELITY", "aspect_ratio": "3:4", "identity_lock": { "priority": "ABSOLUTE", "instruction": "Use the EXACT FEMALE MODEL from the provided reference image. Facial identity must be perfectly preserved with zero drift. Bone structure, eye spacing, nose shape, lip volume, jawline, cheek fullness, skin texture, height perception, shoulder width, waist-to-hip ratio, and overall proportions must match the model exactly. No beautification, no face blending, no generic influencer features." }, "subject": { "demographics": "Young adult female (21+), use the exact woman from the provided reference image", "hair": { "color": "medium to dark brown with natural depth and subtle warm undertones (match reference exactly)", "style": "straight fringe (bangs) across the forehead with layered medium-length hair", "texture": "natural, smooth, slightly voluminous, not over-styled" }, "face": { "expression": "natural relaxed expression identical to reference", "gaze": "directed at phone screen via mirror reflection", "makeup": "minimal natural makeup, subtle mascara, soft natural lips", "visibility": "partially obscured by phone, face proportions remain readable" }, "body": { "pose": "seated on bed, leaning slightly forward and subtly to the side", "posture": "relaxed torso with natural compression from seated position", "anatomy": { "curves": "natural soft curves identical to reference proportions", "chest": "natural bikini-supported shape consistent with reference", "details": "visible collarbones, subtle shoulder definition matching reference" }, "skin_texture": "visible pores, natural texture, subtle freckles across cheeks and nose, no airbrushing" } }, "attire_and_accessories": { "clothing": { "top": "metallic silver / silver triangle string bikini top with thin straps", "bottom_detail": "matching bikini bottom strings visible at hips" }, "jewelry": { "necklaces": [ "layered gold chain with small cross pendant", "delicate charm necklace (star/flower)", "long lariat-style gold chain" ], "wrists": [ "thick ribbed gold bangle on left wrist", "thin gold chain bracelet" ], "fingers": "multiple gold rings on left hand" }, "props": { "phone": "blue iPhone (iPhone Pro style), held in right hand" } }, "environment": { "setting": "bedroom interior, daytime", "foreground_element": { "mirror": "large rectangular mirror with GREY MARBLE FRAME", "material": "polished stone marble, subtle veining, cool grey tone", "placement": "occupying the right third of the frame" }, "background": { "bed": "white rumpled bed sheets with natural creases", "walls": "plain white walls", "decor": "minimalist, clean, no clutter", "shadows": "soft corner shadows for realism" } }, "lighting_and_atmosphere": { "source": "natural daylight from window on camera-left", "quality": "soft but directional", "effects": [ "specular highlights on left shoulder and chest", "gentle shadow falloff on right side of face and torso" ], "color_cast": "cool daylight balanced with natural skin tones", "contrast": "moderate, natural, no studio fill" }, "camera_and_technical": { "perspective": "mirror reflection selfie", "camera_position": "eye level, angled slightly downward", "framing": "vertical 3:4, subject slightly left to accommodate marble frame", "focus": "sharp on face and phone, background slightly softer", "visual_fidelity": "real iPhone camera look, mild digital noise, no HDR crunch" }, "realism_constraints": { "allowed": [ "minor asymmetry", "natural skin texture", "fabric tension and wrinkles", "subtle lighting imperfections" ], "forbidden": [ "face alteration", "identity drift", "plastic skin", "studio lighting", "CGI or stylized realism", "generic influencer face" ] }, "negative_prompt": [ "different face", "blonde hair", "beauty filters", "airbrushed skin", "anime", "cartoon", "over-sharpening", "wooden mirror frame", "wrong phone color", "missing jewelry", "incorrect bikini style" ] }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "meta": { "aspect_ratio": "3:4", "resolution": "high_definition", "capture_device": "flagship smartphone (iPhone-style)", "lens_equivalent": "24mm", "style": "natural nighttime lifestyle photography", "priority": "EXACT FACE AND BODY CONSISTENCY" }, "identity_enforcement": { "strictness": "CRITICAL", "instruction": "Use MY EXACT FEMALE MODEL. Facial identity, bone structure, eye shape, nose, lips, jawline, skin texture, height perception, shoulder width, waist-to-hip ratio, and limb proportions must match the model exactly. No face drift, no beautification, no body reshaping.", "locked_traits": [ "exact facial identity", "accurate height and proportions", "natural anatomy", "realistic skin texture", "authentic body ratios" ] }, "scene": { "location": "sandy beach shoreline", "time": "night", "environment": { "foreground": "soft sand with natural footprints", "background": [ "palm trees illuminated by streetlights", "distant city lights along the coast", "dark ocean water with gentle waves" ], "atmosphere": "relaxed tropical night, casual and unposed" } }, "lighting": { "type": "ambient night lighting", "sources": [ "warm streetlights", "diffused city glow" ], "effects": [ "soft highlights on skin", "natural shadow falloff", "realistic low-light contrast" ] }, "camera": { "shot_type": "direct front-facing lifestyle shot", "perspective": "eye-level", "distance": "medium-full body", "framing": "centered subject with environment visible", "stability": "handheld, natural imperfection" }, "subject": { "gender": "female", "age": "adult (21+)", "pose": { "stance": "standing relaxed on sand", "legs": "natural stance, weight evenly balanced", "arms": { "hands": "lightly adjusting waistband in a casual, unposed manner" }, "shoulders": "relaxed", "posture": "upright but natural" }, "expression_and_mood": { "facial_expression": "faint smile, playful and relaxed", "eyes": "looking directly at camera", "emotion": "casual, spontaneous, slightly playful" }, "appearance": { "hair": { "color": "match model exactly (blonde)", "style": "loose, natural, slightly tousled", "movement": "subtle wind interaction" }, "skin": { "tone": "match model exactly", "finish": "natural sheen, visible texture, no smoothing" }, "face": { "details": "exact facial proportions preserved, natural expression" } }, "physique": { "body_type": "fit, natural, athletic-curvy", "waist": "slim and proportional", "hips": "rounded, realistic", "overall": "accurate anatomy without exaggeration" } }, "outfit": { "top": { "type": "simple bikini top", "color": "black", "fit": "natural support, realistic fabric tension" }, "bottom": { "type": "bikini bottom", "color": "black", "fit": "high-cut, natural placement" }, "accessories": [ "clear eyeglasses", "small nose piercing" ] }, "aesthetic": { "vibe": "casual beach night snapshot", "style": "unfiltered, real-life moment", "reference_feel": "spontaneous photo taken during a relaxed night walk" }, "realism_constraints": { "allowed": [ "natural grain from low light", "uneven ambient lighting", "minor shadow noise", "unposed body language" ], "forbidden": [ "face alteration", "identity blending", "beauty filters", "plastic skin", "studio lighting", "exaggerated anatomy" ] }, "negative_prompt": [ "different face", "identity drift", "CGI", "anime", "airbrushed skin", "studio photoshoot", "overly posed stance", "distorted proportions" ] }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target_model": "SDXL_Refiner / Nano Banana Pro compatible", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "prompt_assembly": { "positive_prompt": "Hyper-realistic downward-angled photograph of a MacBook screen viewed from above. The MacBook display fills approximately 95% of the frame. The glass surface shows realistic physical imperfections: subtle dust particles, faint fingerprint smudges, micro glare streaks, soft ambient reflections, and a visible pixel grid (moire) consistent with a real Retina display.\n\nThe screen is running macOS in Dark Mode. Two application windows are visible. The dominant window is a Photo Booth live-preview window positioned centrally. Secondary interface elements remain subdued and out of focus.\n\nInside the Photo Booth window: a young woman lying in a dim bedroom environment with an off-white wall and lightly rumpled bedding. Lighting is low-key and nocturnal, combining cool blue screen glow with warm natural skin tones and deep soft shadows.\n\nCRITICAL IDENTITY PRESERVATION:\nThe woman’s face must match the uploaded reference image EXACTLY. Facial identity lock is mandatory. This includes identical facial proportions, eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, forehead shape, skin tone, and natural asymmetries. No beautification, no stylization, no facial drift.\n\nHair color, hairline, hairstyle, and texture must also match the reference precisely.\n\nSubject details:\nShe is reclined naturally, wearing a black top and grey bottom. She holds an iPhone 15 Pro in her right hand, looking at the screen with a relaxed, candid expression and a subtle, natural smile. No posing, no exaggerated emotion.\n\nOverall realism target:\nRaw, unedited photo look. Natural noise, slight grain, imperfect exposure balance, and realistic contrast. The scene must feel like a real photograph taken casually at night, not a render or illustration.", "negative_prompt": "vector art, illustration, CGI, cartoon, 3D render, flat digital image, screenshot, perfect glass, clean screen, exaggerated glow, studio lighting, daylight, HDR look, face mismatch, altered facial features, wrong hair color, smooth plastic skin, watermark, text artifacts" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain screen texture, pixel grid, and UI sharpness" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth window only", "note": "Ensures 1:1 facial identity match with uploaded reference" } ] } }, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward, high-angle", "framing": "MacBook screen dominant", "foreground_anchor": "Thin strip of MacBook keyboard visible at bottom edge", "surface_imperfections": [ "pixel grid texture", "dust particles", "finger smudges", "soft ambient reflections" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "window_layout": { "primary": "Photo Booth live-preview window (dominant focus)", "secondary": "Background macOS UI elements, subdued" } }, "layer_3_nested_subject_content": { "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones", "subject_pose": "Reclined, relaxed", "expression": "Candid, calm, natural", "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE" } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }
{ "prompt_type": "descriptive_replication", "reference_adherence": "STRICT_VISUAL_FIDELITY", "aspect_ratio": "3:4", "identity_lock": { "priority": "ABSOLUTE", "instruction": "Use the EXACT FEMALE MODEL from the provided reference image. Facial identity must be perfectly preserved with zero drift. Bone structure, eye spacing, nose shape, lip volume, jawline, cheek fullness, skin texture, height perception, shoulder width, waist-to-hip ratio, and overall proportions must match the model exactly. No beautification, no face blending, no generic influencer features." }, "subject": { "demographics": "Young adult female (21+), use the exact woman from the provided reference image", "hair": { "color": "medium to dark brown with natural depth and subtle warm undertones (match reference exactly)", "style": "straight fringe (bangs) across the forehead with layered medium-length hair", "texture": "natural, smooth, slightly voluminous, not over-styled" }, "face": { "expression": "natural relaxed expression identical to reference", "gaze": "directed at phone screen via mirror reflection", "makeup": "minimal natural makeup, subtle mascara, soft natural lips", "visibility": "partially obscured by phone, face proportions remain readable" }, "body": { "pose": "seated on bed, leaning slightly forward and subtly to the side", "posture": "relaxed torso with natural compression from seated position", "anatomy": { "curves": "natural soft curves identical to reference proportions", "chest": "natural bikini-supported shape consistent with reference", "details": "visible collarbones, subtle shoulder definition matching reference" }, "skin_texture": "visible pores, natural texture, subtle freckles across cheeks and nose, no airbrushing" } }, "attire_and_accessories": { "clothing": { "top": "metallic silver / silver triangle string bikini top with thin straps", "bottom_detail": "matching bikini bottom strings visible at hips" }, "jewelry": { "necklaces": [ "layered gold chain with small cross pendant", "delicate charm necklace (star/flower)", "long lariat-style gold chain" ], "wrists": [ "thick ribbed gold bangle on left wrist", "thin gold chain bracelet" ], "fingers": "multiple gold rings on left hand" }, "props": { "phone": "blue iPhone (iPhone Pro style), held in right hand" } }, "environment": { "setting": "bedroom interior, daytime", "foreground_element": { "mirror": "large rectangular mirror with GREY MARBLE FRAME", "material": "polished stone marble, subtle veining, cool grey tone", "placement": "occupying the right third of the frame" }, "background": { "bed": "white rumpled bed sheets with natural creases", "walls": "plain white walls", "decor": "minimalist, clean, no clutter", "shadows": "soft corner shadows for realism" } }, "lighting_and_atmosphere": { "source": "natural daylight from window on camera-left", "quality": "soft but directional", "effects": [ "specular highlights on left shoulder and chest", "gentle shadow falloff on right side of face and torso" ], "color_cast": "cool daylight balanced with natural skin tones", "contrast": "moderate, natural, no studio fill" }, "camera_and_technical": { "perspective": "mirror reflection selfie", "camera_position": "eye level, angled slightly downward", "framing": "vertical 3:4, subject slightly left to accommodate marble frame", "focus": "sharp on face and phone, background slightly softer", "visual_fidelity": "real iPhone camera look, mild digital noise, no HDR crunch" }, "realism_constraints": { "allowed": [ "minor asymmetry", "natural skin texture", "fabric tension and wrinkles", "subtle lighting imperfections" ], "forbidden": [ "face alteration", "identity drift", "plastic skin", "studio lighting", "CGI or stylized realism", "generic influencer face" ] }, "negative_prompt": [ "different face", "blonde hair", "beauty filters", "airbrushed skin", "anime", "cartoon", "over-sharpening", "wooden mirror frame", "wrong phone color", "missing jewelry", "incorrect bikini style" ] }
{ "scene": { "setting": "Modern hotel room", "background_details": { "furniture": "Large neatly-made bed with white bedding, two bedside tables with lamps", "walls": "Light-colored walls with wood panel accents", "mirror": "Large full-body mirror in front of the subjects", "lighting": "Soft natural light, evenly lit interior" } }, "subjects": [ { "gender": "female", "position": "sitting on the bed closer to the mirror, slightly leaning forward", "pose": "holding a phone with one hand to take a mirror selfie", "appearance": { "hair": "same like reference image, loose and wavy", "body_type": "curvy", "expression": "soft relaxed expression" }, "clothing": { "outfit": "black bikini", "details": "triangle bikini top, high-cut bikini bottoms" } }, { "gender": "male", "position": "sitting next to the female subject on the bed", "pose": "sitting upright, smiling toward the mirror", "appearance": { "hair": "bald", "facial_expression": "friendly smile" }, "clothing": { "outfit": "shirtless, light gray shorts" } } ], "camera": { "type": "mirror selfie", "framing": "waist-up and full-body mix, both subjects centered", "angle": "straight-on through the mirror" }, "vibe": { "mood": "casual, relaxed, hotel vacation feel" } }