},

}, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward-angled, high-angle", "framing": "MacBook screen filling 95% of frame", "surface_imperfections": [ "subtle pixel-grid texture (moire)", "tiny dust particles on glass", "faint ambient light reflection on glossy screen", "fingerprint smudges" ], "foreground_anchor": "Thin strip of physical keyboard visible at lower edge" }, "layer_2_digital_interface": { "theme": "Dark Mode (macOS)", "window_layout": { "right_panel": "Photo Booth live-preview window (dominant focus)" } }, "layer_3_nested_subject_content": { "context": "Inside the Photo Booth window", "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones, deep nocturnal shadows", "subjects": { "shared_attributes": [ "black top", "Reclining pose", "Looking at screen" ], "subject_girl": { "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE", "position": "Left/Center", "age": "determined_by_reference_image", "expression": "relaxed, candid, slight smile", "hair": { "color": "match_reference_image", "style": "match_reference_image" } } } } }, "prompt_assembly": { "positive_prompt": "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 two windows: on the left, a dominant Photo Booth live-preview window showing a young woman in a dark bedroom with an off-white wall and rumpled bedding. The woman has distinctive facial features, hair color, and hairstyle exactly matching the provided reference source image. She is lying down, wearing a black top and grey bottom. She is holding an iPhone 15 Pro phone in her right hand. The lighting is low-key, candid, nocturnal, with blue-ish screen glow mixed with warm skin tones and deep shadows. High fidelity, raw photo, unedited, natural noise and imperfections.", "negative_prompt": "vector art, screenshot, flat digital image, clean glass, perfect screen, daylight, bright studio lights, cartoon, 3d render, painting, watermark, conflicting facial features, distorted face, wrong hair color" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "To maintain the text/interface sharpness on the MacBook screen" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth Window Area Only", "note": "Ensures the subject inside the screen matches the uploaded photo" } ] } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } @imagineart_creo

}, "visual_hierarchy": { "layer_1_physical_macro": { "camera_angle": "Downward-angled, high-angle", "framing": "MacBook screen filling 95% of frame", "surface_imperfections": [ "subtle pixel-grid texture (moire)", "tiny dust particles on glass", "faint ambient light reflection on glossy screen", "fingerprint smudges" ], "foreground_anchor": "Thin strip of physical keyboard visible at lower edge" }, "layer_2_digital_interface": { "theme": "Dark Mode (macOS)", "window_layout": { "right_panel": "Photo Booth live-preview window (dominant focus)" } }, "layer_3_nested_subject_content": { "context": "Inside the Photo Booth window", "environment": "Dim bedroom, off-white wall, rumpled bedding", "lighting_simulation": "Cool screen glow mixed with warm skin tones, deep nocturnal shadows", "subjects": { "shared_attributes": [ "black top", "Reclining pose", "Looking at screen" ], "subject_girl": { "identity_target": "STRICTLY_BASED_ON_UPLOADED_REFERENCE", "position": "Left/Center", "age": "determined_by_reference_image", "expression": "relaxed, candid, slight smile", "hair": { "color": "match_reference_image", "style": "match_reference_image" } } } } }, "prompt_assembly": { "positive_prompt": "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 two windows: on the left, a dominant Photo Booth live-preview window showing a young woman in a dark bedroom with an off-white wall and rumpled bedding. The woman has distinctive facial features, hair color, and hairstyle exactly matching the provided reference source image. She is lying down, wearing a black top and grey bottom. She is holding an iPhone 15 Pro phone in her right hand. The lighting is low-key, candid, nocturnal, with blue-ish screen glow mixed with warm skin tones and deep shadows. High fidelity, raw photo, unedited, natural noise and imperfections.", "negative_prompt": "vector art, screenshot, flat digital image, clean glass, perfect screen, daylight, bright studio lights, cartoon, 3d render, painting, watermark, conflicting facial features, distorted face, wrong hair color" }, "identity_preservation_settings": { "strictness_level": "CRITICAL", "methodology": { "control_net_stack": [ { "unit": "ControlNet_Tile", "weight": 0.4, "purpose": "To maintain the text/interface sharpness on the MacBook screen" }, { "unit": "IP-Adapter_FaceID_Plus", "weight": 0.95, "region_mask": "Photo Booth Window Area Only", "note": "Ensures the subject inside the screen matches the uploaded photo" } ] } }, "rendering_parameters": { "sampler": "DPM++ 3M SDE Exponential", "steps": 40, "cfg_scale": 5.5, "denoising_strength": 0.35 } @imagineart_creo