{"subject": {"description": "young model with an athletic, fit physique taking a mirror selfie. She has if(gender=f){long hair} if(gender=m){short styled hair} pulled back into a high if(gender=f){ponytail} if(gender=m){styled hair} with distinct, chunky blonde highlights framing her face (money pieces). Her skin is fair with natural texture. She is wearing a tight long-sleeve if(gender=f){crop top} if(gender=m){fitted t-shirt} that ends just below the if(gender=f){ } if(gender=m){chest}, her midriff. On her lower body, she wears grey/taupe seamless ribbed if(gender=f){leggings} if(gender=m){joggers} that are pulled high, accentuating a if(gender=f){curvy figure} if(gender=m){fit physique} with prominent glute development. The fit of the clothing is tight, highlighting body if(gender=f){contour} if(gender=m){natural features}s.", "anatomical_details": "Preserve exact body proportions: slim waist, developed glutes, and natural spine curvature. Do not normalize anatomy; maintain the specific muscle definition and volume of the glutes and as seen in the reference. Facial features in profile show a straight nose and full lips.", "clothing_texture": "Matte fabric on the top with stretch. Heathered or ribbed texture on the grey if(gender=f){leggings} if(gender=m){joggers}, showing tension and stretch over the glutes and ."}, "pose": {"type": "Standing mirror selfie, rear view with twist", "details": "The subject is standing with her back to the mirror, twisting her and head to the right to look into the mirror/phone screen. Her right arm is raised holding a gold iPhone to capture the reflection. Her left arm hangs naturally by her side. The hips are angled slightly, with weight shifted to accentuate the glutes. The pose highlights the posterior chain and the profile of the face.", "constraints": "Strict adherence to the twist angle and the relative position of the phone to the face. Preserve the exact curvature of the lower back and the projection of the glutes."}, "environment": {"setting": "Gym locker room or changing area.", "elements": "Dark wood lockers in the background with silver handles. A light-colored bench is to the left. The floor is tiled in dark grey slate or stone. A mirror frame is surrounding the reflection. In the background reflection, another person or a second reflection of the subject is partially .", "context": "Indoor, public or semi-public fitness facility."}, "camera": {"perspective": "Mirror selfie perspective. The camera (phone) is held at shoulder height, angled slightly downwards to capture the full body from up. The image captures the reflection in a large wall mirror.", "focal_length": "24mm to 28mm equivalent (smartphone main lens)", "depth_of_field": "Deep depth of field, keeping both the subject and the locker room background relatively sharp.", "framing": "Vertical shot, framing the subject from mid- to top of head."}, "lighting": {"type": "Indoor artificial gym lighting.", "quality": "Overhead, slightly harsh downlighting typical of locker rooms. Creates highlights on the forehead, nose, and the top of the glutes. Shadows fall naturally under the jaw and if(gender=f){ } if(gender=m){chest}.", "color_temperature": "Neutral to cool white (fluorescent/LED mix).", "reflections": "Reflection of the flash or overhead light is on the phone case."}, "mood_and_expression": {"mood": "Casual, confident, fitness-focused.", "expression": "Neutral to slight pout, focused gaze directed at the phone screen/mirror reflection. Calm demeanor."}, "style_and_realism": {"style": "Photorealistic smartphone photography.", "rendering": "High fidelity, unpolished, authentic social media snapshot style. Not studio quality. digital noise or texture typical of indoor phone photos.", "aesthetics": "Gym-core, fitness influencer aesthetic."}, "colors_and_tone": {"palette": "Neutrals: Black (top), Taupe/Grey (leggings), Dark Wood (lockers), Skin tones, Gold (phone).", "contrast": "Medium contrast. Dark blacks in the clothing and background shadows, bright highlights on skin and hair.", "saturation": "Natural, slightly desaturated background, accurate skin tones."}, "quality_and_technical_details": {"resolution": "High resolution.", "sharpness": "Sharp subject, typical smartphone processing.", "noise": "Low to medium ISO grain.", "artifacts": "None, clear reflection."}, "aspect_ratio_and_output": {"ratio": "3:4", "orientation": "Portrait", "crop": "No cropping, preserve full framing of the reference."}, "controlnet": {"pose_control": {"model_type": "DWPose", "purpose": "Exact skeletal and pose lock", "constraints": ["preserve shoulder width", "preserve hip angle", "preserve spine curvature", "preserve limb placement", "lock head turn angle"], "recommended_weight": 1}, "depth_control": {"model_type": "ZoeDepth", "purpose": "Depth, volume, and camera-to-body spatial lock", "constraints": ["preserve foreground dominance", "prevent flat or compressed depth", "maintain clear -to-background separation", "lock phone position relative to face"], "recommended_weight": 0.8}}, "negative_prompt": {"forbidden_content": ["anatomy normalization", "body proportion averaging", "smaller glutes than reference", "reduced muscle definition", "flattened curves", "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", "beautification filters", "skin smoothing", "plastic skin", "airbrushed texture", "stylized realism", "editorial fashion proportions", "more realistic reinterpretation", "naturalization of prominent features", "missing phone", "missing mirror"]}}