{"subject": {"description": "young male model with sun-kissed skin and scattered freckles across the nose and cheeks. He has short, textured, tousled hair framing the face. His facial features include thick straight eyebrows, blue-grey eyes, and full lips in a confident smirk.", "anatomy": "Anatomically distinct physique with a very full, heavy chest that has significant forward and outward projection. The chest volume is visually dominant and strictly above average, creating deep chest. Soft tissue reality is preserved with natural gravity affecting the chest shape.", "attire": "He is wearing a bright orange, textured, crinkle-fabric sleeveless tank top or chest or fitted t-shirt. The top features a simple edge and a knotted tie detail on the viewer's right side. He is holding the edge of the top with his left hand. The bottom of the frame reveals a hint of 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 his left, chin slightly down, gaze directed straight at the lens.", "limbs": "His left arm is bent, with his hand grasping the upper edge of the tank top or chest near the knot. The right arm is extended out of frame (consistent with holding a camera, though no camera is ).", "expression": "Playful, confident smirk or intense expression."}, "environment": {"setting": "Indoor modern interior with a minimalist aesthetic.", "background": "A ceiling with recessed linear air vents or lighting tracks is . Behind him is a textured 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 contours 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 chest and under the hair."}, "mood_and_expression": {"mood": "Casual, confident, bold.", "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 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": {"man_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": ["preserve shoulder width", "preserve head tilt", "preserve hand placement on chest", "preserve smirk expression structure"], "recommended_weight": 1}, "depth_control": {"man_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": ["preserve chest foreground dominance", "maintain deep chest depth", "prevent flattening of volume"], "recommended_weight": 0.8}}, "negative_prompt": {"forbidden_content": ["anatomy normalization", "body proportion averaging", "smaller chest than reference", "reduced chest volume", "flattened or compressed chest", "tightened or lifted chest", "slimmed ", "aesthetic proportion correction", "beauty standard enforcement", "dataset-average model 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"]}}