{"subject": {"description": "Young model with long, layered dark blonde hair featuring honey highlights and voluminous texture. She has light skin, defined arched eyebrows, and full, soft pink lips slightly parted. She is wearing a tight, black, long-sleeved ribbed crew-neck top. The fabric stretches tightly across the .", "anatomical_fidelity": {"bust_volume": "Visibly heavy and prominent volume that dictates the silhouette", "bust_shape": "Full, natural shape with evident gravity and projection clearly defined under the tight fabric", "proportions": "Exact preservation of the reference image's -to-waist ratio; no reduction in chest mass", "fabric_physics": "Ribbed fabric follows the contours of the chest precisely, showing tension and stretch"}}, "pose": {"description": "Close-up portrait stance. The subject's head is tilted slightly to her right. Her right hand is raised, with fingers gently touching the hair and upper chest area near the collarbone. The is angled slightly but mostly facing the camera.", "gaze": "Direct eye contact with the camera, eyelids slightly lowered in a relaxed expression", "orientation": "Frontal upper body shot"}, "environment": {"setting": "Modern interior room with low lighting", "background_elements": "Beige ceiling, recessed downlight fixtures in the background, dark wooden paneling or door frame behind the subject", "context": "Indoor domestic or hotel setting"}, "camera": {"shot_type": "Close-up portrait", "angle": "Slightly low angle looking up at the subject", "focal_length": "35mm to 50mm equivalent", "depth_of_field": "Moderate depth of field, background slightly soft but details "}, "lighting": {"type": "Overhead artificial lighting", "quality": "Soft but directional top-down light", "shadows": "Shadows cast under the chin, nose, and jawline; highlighting on the forehead, nose bridge, and upper curvature of the chest", "atmosphere": "Warm, indoor ambiance"}, "mood_and_expression": {"emotion": "Confident, sultry, relaxed", "atmosphere": "Quiet confidence, casual but polished"}, "style_and_realism": {"aesthetic": "Raw photo-realism, unpolished social media aesthetic", "fidelity": "100% adherence to reference anatomy and lighting", "texture": " skin texture, fabric weave of the ribbed shirt, individual hair strands"}, "colors_and_tone": {"palette": "Neutral tones, black clothing, beige background, warm skin tones, golden hair", "contrast": "Medium contrast with deep blacks in the clothing and background shadows", "color_grading": "Natural indoor warm cast"}, "quality_and_technical_details": {"resolution": "High resolution", "sharpness": "Sharp focus on eyes and face", "noise": "Slight ISO grain consistent with indoor lighting"}, "aspect_ratio_and_output": {"ratio": "3:4", "orientation": "Portrait"}, "controlnet": {"pose_control": {"woman_type": "OpenPose", "purpose": "Exact skeletal and pose lock", "constraints": ["preserve shoulder width", "preserve head tilt angle", "preserve right hand placement on chest", "preserve finger positioning"], "recommended_weight": 1}, "depth_control": {"woman_type": "MiDaS", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": ["preserve chest foreground dominance", "prevent flat or compressed depth", "maintain clear -to-background separation"], "recommended_weight": 0.8}}, "negative_prompt": {"forbidden_content": ["anatomy normalization", "body proportion averaging", "smaller than reference", "reduced chest volume", "flattened or compressed ", "tightened, lifted, or artificially supported ", "slimmed ", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average female anatomy", "camera angles that reduce volume", "wide-angle distortion not in reference", "lens compression not in reference", "cropping that removes volume", "depth flattening", "mirror selfies", "phone-in-hand selfies", "reflections", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features"]}}