{ "task_configuration": { "task_type": "screen_simulation_photorealism", "target

{
 "task_configuration": {
 "task_type": "screen_simulation_photorealism",
 "target_model": "SDXL_1.0_Refiner",
 "aspect_ratio": "3:4",
 "resolution": {
 "width": 1152,
 "height": 1536
 }
 },
 "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": {
 "left_panel": "Spotify 'Liked Songs' playlist (dimmed)",
 "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": [
 "Oversized black hoodies",
 "Hoods pushed back (faces fully visible)",
 "Reclining pose",
 "Looking at screen"
 ],
 "subject_a_guy": {
 "identity_target": "reference_image_male.jpg",
 "action": "Holding phone in right hand with clear reflective case",
 "position": "Right/Center"
 },
 "subject_b_girl": {
 "identity_target": "reference_image_female.jpg",
 "action": "Resting closely beside Subject A",
 "position": "Left/Center"
 }
 }
 }
 },
 "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 Photo Booth window showing a couple in a dark room. [Subject Descriptions]. They are wearing black hoodies. The lighting is low-key, candid, nocturnal, blue-ish screen glow. High fidelity, raw photo, unedited.",
 "negative_prompt": "vector art, screenshot, flat digital image, clean glass, perfect screen, daylight, bright studio lights, cartoon, 3d render, painting, watermark"
 },
 "identity_preservation_settings": {
 "strictness_level": "CRITICAL",
 "methodology": {
 "face_restoration": false,
 "note": "Disable generic face restorers (CodeFormer) to avoid 'plastic' look. Use IP-Adapter.",
 "control_net_stack": [
 {
 "unit": "ControlNet_Tile",
 "weight": 0.4,
 "purpose": "To maintain the text/interface sharpness"
 },
 {
 "unit": "IP-Adapter_FaceID_Plus",
 "weight": 0.95,
 "region_mask": "Photo Booth Window Area Only",
 "purpose": "To force exact facial identity match for both subjects"
 }
 ]
 }
 },
 "rendering_parameters": {
 "sampler": "DPM++ 3M SDE Exponential",
 "steps": 40,
 "cfg_scale": 5.5,
 "denoising_strength": 0.35
 }
}