Strictness CRITICAL Prompts

{ "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 } }

{ "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" ] }

Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment.{ "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 } }

Face lock ⚠️ IDENTITY & BODY LOCK — CRITICAL ⚠️ The subject is an ADULT woman (21+). Face identity must remain 100% identical to the uploaded reference image. DO NOT alter, stylize, beautify, or reinterpret the face in any way. STRICT FACE CONSISTENCY REQUIREMENTS: - Exact same facial structure and proportions - Exact eye shape, spacing, eyelid fold, and eye angle - Exact eyebrow shape, thickness, and position - Exact nose bridge, tip, width, and nostril shape - Exact lip shape, volume, cupid’s bow, and mouth width - Exact jawline, chin shape, cheekbone structure, and cheek volume - Exact skin tone, undertone, freckles/moles/asymmetry if present - Natural expression only — no face drift, no idealization, no AI beautification BODY & FIGURE CONSISTENCY REQUIREMENTS: - Body proportions must match the reference exactly - Same height impression and limb proportions - Natural default chest size and shape (realistic softness and gravity, not exaggerated) - Natural waist, hips, and abdomen — no slimming or enhancement - No body reshaping, no exaggeration, no stylized curves REALISM RULES: - Preserve natural skin texture (pores, fine lines, slight imperfections) - No plastic skin, no smoothing filters, no CGI look - No anime, illustration, painterly, or stylized outputs FAIL CONDITIONS (DO NOT GENERATE IF ANY OCCUR): - Face looks like a different person - “Prettier” or altered facial features - Unrealistic anatomy or body enhancement - AI-polished or synthetic appearance This identity lock has higher priority than style, lighting, pose, outfit, or environment.{ "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": { "description": "Playful mirror selfie inside BMW M4 with strict identity preservation", "priority": "FACE CONSISTENCY IS THE HIGHEST PRIORITY", "style": "Casual iPhone mirror selfie", "aspect_ratio": "4:5" }, "identity_enforcement": { "instruction": "The subject MUST be EXACTLY the same blonde woman as the uploaded face reference image. Facial structure, eye spacing, eye shape, eyebrows, nose, lips, jawline, skin texture, and overall proportions must match perfectly. No face drift, no identity blending, no beautification.", "strictness": "CRITICAL", "body_rules": [ "Preserve exact body proportions from the reference model", "Natural chest shape with realistic gravity (not exaggerated)", "Slim waist, feminine curves, realistic anatomy", "No reshaping, no enhancement, no reduction" ] }, "subject": { "demographics": { "gender": "Female", "age": "Adult (21+)" }, "appearance": { "hair": { "color": "Blonde (exact tone from reference)", "style": "Natural, slightly loose, casual", "texture": "Individual hair strands visible, not polished" }, "skin": { "tone": "Natural, realistic", "texture": "Visible pores, subtle imperfections, no smoothing" } }, "expression": { "face": "Playful", "details": "One eye winking, tongue slightly out", "emotion": "Cheeky, fun, casual — NOT exaggerated" } }, "clothing": { "top": { "type": "Pink triangle bikini top", "fit": "Natural fit, no push-up effect", "accuracy": "Must match exactly" } }, "pose_and_action": { "position": "Seated on the driver or passenger seat", "action": "Taking a mirror selfie", "phone": { "type": "White iPhone", "visibility": "Visible in mirror reflection", "position": "Held naturally at chest or face level" }, "posture": "Relaxed seated posture, natural body alignment" }, "environment": { "location": "Inside BMW M4", "mirror": "Car interior mirror used for selfie (no external mirrors)", "car_details": { "model": "BMW M4", "seats": { "color": "Black", "material": "Leather", "stitching": "White contrast stitching", "logo": "M4 logo visible on seat" } } }, "lighting": { "type": "Natural ambient daylight", "quality": "Uneven, realistic car lighting", "feel": "Everyday iPhone photo, not cinematic" }, "camera_style": { "device": "iPhone selfie realism", "angle": "Slightly awkward, handheld feel", "imperfections": [ "minor motion blur", "imperfect framing", "subtle digital noise" ] }, "aesthetic_goal": { "vibe": "Casual, playful, unposed", "avoid": [ "studio lighting", "editorial posing", "influencer polish", "cinematic framing" ] }, "negative_prompt": [ "face alteration", "identity blending", "plastic skin", "beauty filters", "exaggerated anatomy", "mirror distortion", "extra limbs", "CGI", "cartoon", "anime", "illustration", "DSLR look", "text", "watermark" ] }

strong

{ "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 } }

[CRITICAL SOUND DIRECTION: STRICTLY NO BACKGROUND MUSIC, NO INSTRUMENTS, ONLY CHARACTER VOICE AUDIO] A 3D Pixar-style animated video. Zizo, the 6-year-old Egyptian boy with curly dark hair and cute pajamas, walks to his bedroom window and opens it, letting in a fresh morning breeze that gently moves the curtains. HOOK SCENE: Close-up on Zizo taking a deep, refreshing breath, smiling serenely, and placing his hands together in a gentle, peaceful gesture looking at the camera. Bright and airy bedroom background with warm sunlight. His lips move dynamically syncing perfectly with: "أستغفر الله العظيم وأتوب إليه.. الاستغفار في أول الصباح بيفتح الأبواب المقفولة وبيجيب البركة.. صباحكم بركة!". Soft cinematic lighting, strictly NO text on screen, 4k, vertical 9:16.

[CRITICAL SOUND DIRECTION: STRICTLY NO BACKGROUND MUSIC, NO INSTRUMENTS, ONLY CHARACTER VOICE AUDIO] A 3D Pixar-style animated video. Zizo, the 6-year-old Egyptian boy with curly dark hair and cute pajamas, walks to his bedroom window and opens it, letting in a fresh morning breeze that gently moves the curtains. HOOK SCENE: Close-up on Zizo taking a deep, refreshing breath, smiling serenely, and placing his hands together in a gentle, peaceful gesture looking at the camera. Bright and airy bedroom background with warm sunlight. His lips move dynamically syncing perfectly with: "أستغفر الله العظيم وأتوب إليه.. الاستغفار في أول الصباح بيفتح الأبواب المقفولة وبيجيب البركة.. صباحكم بركة!". Soft cinematic lighting, strictly NO text on screen, 4k, vertical 9:16.

[CRITICAL SOUND DIRECTION: STRICTLY NO BACKGROUND MUSIC, NO INSTRUMENTS, ONLY CHARACTER VOICE AUDIO] A 3D Pixar-style animated video. Zizo, the 6-year-old Egyptian boy with curly dark hair and cute pajamas, walks to his bedroom window and opens it, letting in a fresh morning breeze that gently moves the curtains. HOOK SCENE: Close-up on Zizo taking a deep, refreshing breath, smiling serenely, and placing his hands together in a gentle, peaceful gesture looking at the camera. Bright and airy bedroom background with warm sunlight. His lips move dynamically syncing perfectly with: "أستغفر الله العظيم وأتوب إليه.. الاستغفار في أول الصباح بيفتح الأبواب المقفولة وبيجيب البركة.. صباحكم بركة!". Soft cinematic lighting, strictly NO text on screen, 4k, vertical 9:16.

{ "project_meta": { "task_name": "Hyper-realistic Screen Simulation", "target_model": "SDXL_1.0_Refiner", "aspect_ratio": "3:4", "resolution": { "width": 1152, "height": 1536 } }, "scene_composition": { "layer_1_physical_environment": { "camera_angle": "High-angle, downward shot (POV)", "subject_anchor": "MacBook Screen (95% fill)", "foreground_element": "Thin strip of physical keyboard visible at bottom edge", "surface_imperfections": [ "Visible RGB pixel-grid texture (Moiré effect)", "Micro-dust particles on glass surface", "Faint ambient light reflections (glossy finish)", "Subtle fingerprint smudges" ] }, "layer_2_digital_interface": { "os_theme": "macOS Dark Mode", "active_window": { "app_name": "Photo Booth", "status": "Live Preview Mode", "position": "Dominant/Center-Left" } }, "layer_3_nested_content": { "location": "Inside the Photo Booth window", "setting": { "room": "Dim bedroom", "background": "Off-white wall, rumpled bedding", "lighting": "Mixed lighting (Cool blue screen glow + Warm skin tones), deep nocturnal shadows" }, "subject_details": { "identity_source": "uploaded_female_reference_image", "demographics": "Young adult female", "appearance": { "apparel": "Black top, grey bottoms", "expression": "Relaxed, candid, slight smile", "pose": "Reclining/Lying down, looking at screen" }, "props": { "item": "iPhone 15 Pro", "hand_position": "Held in right hand" } } } }, "generation_parameters": { "prompts": { "positive": "Hyper-realistic downward shot of a MacBook screen. The screen surface has visible dust, pixel grid, and reflection. The screen displays a macOS desktop in dark mode with a dominant Photo Booth live-preview window. Inside the window: A girl in a dark bedroom with an off-white wall and rumpled bedding. The girl is lying down, wearing a black top and grey bottoms, holding an iPhone 15 Pro in her right hand. Her face is fully visible (reference matched). Lighting is low-key, candid, nocturnal, with bluish screen glow mixed with warm skin tones. High fidelity, raw photo, unedited, natural noise.", "negative": "vector art, screenshot, flat digital image, clean glass, perfect screen, daylight, bright studio lights, cartoon, 3d render, painting, watermark, deformed hands, blurry face" }, "sampling_settings": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } }, "control_net_configuration": { "identity_strictness": "CRITICAL", "stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "Maintain text/interface sharpness and screen texture" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth Window Area Only", "source_image": "uploaded_female_reference_image" } ] } }

{ "image_generation_request": { "constraints": { "preservation_instruction": "Face identity must remain 100% identical to the uploaded reference image. Do not alter facial structure, proportions, eye spacing, nose shape, lip shape, jawline, cheek volume, skin tone, or asymmetry.", "strictness": "CRITICAL", "age_constraint": "Adult woman, 21+ only" }, "technical_specifications": { "camera_device": "Canon IXY / IXUS early-2000s digital camera", "aesthetic_style": [ "Y2K Digital Aesthetic", "Cyber Ulzzang", "Early 2000s flash photography", "Retro Japan–Korea nightlife look" ] }, "lighting": { "source": "Strong on-camera flash", "target": "Directly on subject", "characteristics": [ "Bright white flash", "Hard flash shadows", "Flash bloom", "Specular highlights on skin" ], "effect_on_skin": [ "Natural shine", "Realistic flash texture", "Visible skin detail" ] }, "visual_grading": { "contrast": "High", "color_tone": "Slight cool-blue digital cast", "atmosphere": [ "Sharp", "Flash-heavy", "Night-out energy" ] }, "composition": { "type": "Portrait", "framing": "Chest-up to mid-torso", "camera_distance": "Close-up", "meta_scene_element": "Mirror reflection subtly shows the photographer’s hand holding the digital camera" }, "subject_details": { "demographics": { "gender": "Female", "age": "Adult (21+)" }, "identity_lock": { "face": "STRICT_MATCH_TO_REFERENCE", "hairline": "STRICT_MATCH", "facial proportions": "STRICT_MATCH", "no_beautification": true }, "physical_appearance": { "hair": { "color": "Match reference exactly", "texture": ["Long", "Soft", "Slightly wavy"], "styling": "Loose Y2K-style framing the face" }, "eyes": { "shape": "Match reference", "expression": "Relaxed, confident, subtly sultry" }, "skin": { "base_tone": "Match reference", "undertone": "Natural", "texture": "Visible pores, flash realism, no smoothing or filters" }, "body_features": { "height": "Default (match reference)", "chest": "Natural default size, visible cleavage with realistic gravity (not exaggerated)", "waist": "Natural proportions, unaltered" } }, "attire_and_accessories": { "top": "Dark grey spaghetti-strap crop top with a low neckline allowing tasteful cleavage", "belt": { "style": "Waist belt", "material": "Silver chain", "details": "Dangling moon charms" }, "accessory": "Y2K-style character hair clip (Kuromi-style or similar)", "jewelry": "Minimal silver Y2K accessories" }, "makeup": { "general_style": "Y2K soft glam", "blush": "Light pink flush on cheeks", "lips": "Glossy natural pink", "lashes": "Long, separated, flash-enhanced" } }, "rendering_notes": { "image_quality": "Ultra-HD, hyperrealistic", "noise": "Authentic early-digital camera grain", "imperfections": [ "Flash bloom", "Lens glare", "Mirror dust particles", "Slight overexposure from flash" ], "avoid": [ "Plastic skin", "AI smoothing", "Modern smartphone HDR look", "Face drift or stylization" ] } } }

{ "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 } }

`

### Updated Heroic Portrait Prompt **ROLE & AESTHETIC:** You are a world-class editorial portrait photographer specializing in dramatic, colorful studio lighting. Your task is to create a powerful, dynamic portrait with a “heroic” feel. **IDENTITY ANCHOR (CRITICAL STRICT CONSTRAINT):** - **Source:** Use the person from the ATTACHED REFERENCE PHOTO. - **Preservation:** You must keep their exact facial features, skin tone, hairstyle, and natural likeness perfectly unchanged. - **Universal Application:** Apply the lighting and angle to the subject regardless of gender. **WARDROBE & STYLING:** - **Attire:** A premium Black Pique Polo Shirt. - **Texture:** Visible cotton pique mesh texture. - **Fit:** Fitted and sharp. - **Color:** Deep matte black (to contrast with the bright background). - **Expression:** Serious, intense, focused. The subject is looking off-camera into the space above, not directly at the lens. **SCENE & COMPOSITION:** - **Format:** **Vertical orientation (9:16 aspect ratio).** - **Framing:** **Medium close-up. The subject’s face must be framed and centered perfectly in the middle of the composition.** - **Camera Angle (CRITICAL):** Low-angle shot (looking up at the subject). This perspective should make the subject look powerful and dominant, while keeping the face centered. - **Background:** A vibrant, solid orange-red backdrop. It should feature smooth, intense color gradients without any patterns, creating a “hot” atmosphere. **LIGHTING (DRAMATIC & COLORFUL):** - **Palette:** Dominated by vibrant orange and deep red hues. - **Key Light:** Strong, directional lighting that casts deep, dramatic shadows on the face (chiaroscuro effect), emphasizing facial structure. - **Rim Light:** A strong, dramatic edge light (or color cast) that separates the subject’s shoulders and head from the intensely lit background. - **Mood:** Mysterious, intense, high-contrast studio aesthetic. **TECHNICAL QUALITY:** - **Style:** Photorealistic, highly detailed. - **Texture:** Sharp focus on the face, contrasting with the smooth gradients of the background. - **Skin:** Retain natural pores and texture.

{ "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 } }

;

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{ "meta": { "description": "Photorealistic lifestyle portrait with strict identity and body preservation", "priority": "FACE + BODY CONSISTENCY ABOVE EVERYTHING ELSE", "aspect_ratio": "4:5", "style": "Casual iPhone photography, unposed realism" }, "identity_enforcement": { "instruction": "The woman in the generated image MUST be EXACTLY the same person as the uploaded face reference image. Preserve facial identity with absolute precision: eye shape and spacing, eyelids, eyebrows, nose bridge and tip, lips, jawline, cheek volume, skin texture, freckles, piercings, and overall facial proportions. NO FACE DRIFT, NO FACE MERGING, NO IDEALIZATION.", "strictness": "CRITICAL", "body_rules": [ "Preserve the same height perception as the reference", "Preserve hourglass physique exactly", "Natural chest shape with realistic gravity (puffy but not exaggerated)", "Slim waist, feminine hips, narrow shoulders", "No reshaping, no slimming, no enlargement" ] }, "subject": { "demographics": { "gender": "Female", "age": "Adult (21+)" }, "appearance": { "hair": { "color": "Blonde (exact tone from reference)", "style": "Casual messy bun with loose strands", "texture": "Natural flyaways, individual strands visible" }, "face": { "expression": "Neutral to softly confident, calm gaze", "direction": "Looking straight at the camera", "details": "Natural lips, relaxed mouth, no exaggerated expression" }, "skin": { "tone": "Natural, not heavily tanned", "texture": "Visible pores, natural imperfections, no smoothing" } } }, "clothing": { "bikini": { "type": "Pink triangle bikini", "fit": "Natural fit, no push-up, realistic fabric tension", "accuracy": "Must match the reference bikini exactly" }, "accessories": { "necklace": "Gold key pendant necklace", "glasses": "Thin-framed glasses worn naturally" } }, "pose_and_posture": { "position": "Standing and leaning lightly against the BMW M4 bonnet", "body_alignment": "Natural upright posture, relaxed shoulders", "arms": "Resting naturally near the sides or lightly touching the bonnet", "emphasis": "Natural hourglass silhouette without forced posing" }, "environment": { "location": "Outdoor parking structure or rooftop", "car": { "model": "BMW M4", "color": "Black", "visibility": "Bonnet clearly visible in foreground", "surface": "Glossy paint reflecting golden hour light" }, "background": { "sky": "Golden hour sky with soft clouds", "setting": "Urban rooftop or open parking area" } }, "lighting": { "time": "Golden hour", "quality": "Warm directional sunlight", "effect": "Soft highlights on face, chest, and shoulders; gentle shadows", "avoid": "Harsh contrast, cinematic lighting, studio look" }, "camera_style": { "device": "iPhone-style photography", "lens": "Standard smartphone lens (no wide distortion)", "angle": "Eye-level, natural framing", "feel": "Casual, unposed, everyday photo" }, "realism_constraints": { "allowed": [ "minor natural noise", "slight softness typical of phone photos" ], "forbidden": [ "beauty filters", "plastic skin", "editorial retouching", "cinematic grading", "AI glow" ] }, "negative_prompt": [ "face alteration", "identity blending", "different person", "exaggerated anatomy", "oversized chest", "slimmed waist beyond reference", "CGI", "anime", "illustration", "studio lighting", "DSLR look", "text", "watermark" ] }

{ "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" ] }