{"subject": {"description": "Young model with sun-kissed, tanned skin and scattered freckles across the nose and cheeks. She has long, voluminous, wavy dirty-blonde hair with curtain bangs framing the face. Her facial features include arched eyebrows, blue-grey eyes, and full lips puckered in a pouty expression.", "anatomy": "Anatomically distinct physique with a very full, heavy that has significant forward and outward projection. The chest volume is visually dominant and strictly above average, creating deep . Soft tissue reality is preserved with natural gravity affecting the shape.", "attire": "She is wearing a bright orange, textured, crinkle-fabric bandeau bikini top or crop top. The top features a ruffled edge and a knotted tie detail on the viewer's right side. She is holding the edge of the top with her left hand. The bottom of the frame reveals a hint of white and green crochet or knit shorts.", "skin_details": "Realistic skin texture with pores, natural skin sheen, and dewy highlights on the chest and face. No artificial smoothing."}, "pose": {"orientation": " angled diagonally towards the camera. The body leans slightly forward.", "head": "Head tilted slightly to her left, chin slightly down, gaze directed straight at the lens.", "limbs": "Her left arm is bent, with her hand grasping the upper edge of the bikini top near the knot. The right arm is extended out of frame (consistent with holding a camera, though no camera is ).", "expression": "Playful, confident, pouty 'duck face' or expression."}, "environment": {"setting": "Indoor modern interior with a minimalist aesthetic.", "background": "A white ceiling with recessed linear air vents or lighting tracks is . Behind her is a textured white wall.", "context": "Bright, clean, daytime indoor setting."}, "camera": {"shot_type": "Close-up, portrait framing.", "angle": "Slightly low angle to eye-level, emphasizing the chest volume in the foreground.", "focal_length": "35mm to 50mm equivalent, creating a slight perspective distortion that enhances foreground depth.", "focus": "Sharp focus on the face and eyes, with the chest also in clear focus.", "framing": "The subject fills the majority of the frame, cut off at the mid- ."}, "lighting": {"type": "Natural, diffused daylight coming from the front.", "quality": "Soft and even, creating gentle shadows under the jawline and highlighting the curves of the chest and face.", "highlights": "Specular highlights on the forehead, nose tip, and upper chest indicate slightly oily or dewy skin.", "shadows": "Natural occlusion shadows in the and under the hair."}, "mood_and_expression": {"mood": "Casual, flirty, confident.", "emotional_tone": "Relaxed and self-assured."}, "style_and_realism": {"style": "Photorealistic, high-fidelity social media snapshot style.", "rendering": "Unfiltered, raw capture aesthetic with high texture detail.", "fidelity": "absolute fidelity to the reference proportions and volume."}, "colors_and_tone": {"palette": "Warm skin tones, bright saturated orange, neutral white and beige background.", "contrast": "Medium contrast with well-defined blacks in the eyelashes and hair shadows.", "white_balance": "Neutral to slightly warm daylight."}, "quality_and_technical_details": {"resolution": "4K, highly detailed.", "texture_quality": "High frequency details for hair strands and fabric weave.", "artifacts": "None."}, "aspect_ratio_and_output": {"ratio": "3:4", "framing_guide": "Portrait orientation."}, "controlnet": {"pose_control": {"model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": ["preserve shoulder width", "preserve head tilt", "preserve hand placement on chest", "preserve pouty expression structure"], "recommended_weight": 1}, "depth_control": {"model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": ["preserve chest foreground dominance", "maintain deep depth", "prevent flattening of volume"], "recommended_weight": 0.8}}, "negative_prompt": {"forbidden_content": ["anatomy normalization", "body proportion averaging", "smaller than reference", "reduced chest volume", "flattened or compressed ", "tightened or lifted ", "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", "naturalization of prominent features"]}}