Sunlit Realism by the Pool

{
  "subject": "A young adult woman with long, straight brown hair, light tan skin with natural texture, freckles, and a subtle sheen. She has a small nose stud and wears a thin gold necklace with a small triangular pendant. She is wearing a black string bikini top with leopard print trim along the inner edges. Her bust is prominent, heavy, and full, displaying deep cleavage, forward projection, and natural volume, matching the exact anatomical proportions and depth of the reference image without compression. There is a small visible mark or vertical scar on her sternum between the breasts. She is wearing a light-colored watch or thick wristband on her raised right wrist. She has black nail polish on her fingers.",
  "pose": "Standing close to the camera, facing forward. Her right arm is raised, elbow bent outwards, with her hand held just above her forehead, palm facing down, shading her eyes from the sun. The fingers are slightly curved. Her left arm is out of frame. Her head is tilted slightly back and slightly to her left, with her gaze directed toward the camera lens. Her chest and shoulders are squared towards the camera, maintaining natural spine curvature.",
  "environment": "Outdoors on a bright, sunny day. The background consists of a clear, vibrant, cloudless blue sky. Behind her on the left is a bright turquoise swimming pool, a low white wall, and a rooftop water tank in the mid-ground. To the right, there is a portion of a building structure with a dark roof.",
  "camera": "Close-up, vertical portrait shot from a high-angle selfie perspective. The camera is positioned slightly above her face but angled downward to capture her torso. The framing includes her raised hand at the top edge and cuts off just below her bikini top. The perspective emphasizes strong foreground depth without flattening the chest.",
  "lighting": "Bright, harsh, direct outdoor sunlight coming from above and slightly to the front right. This creates strong, sharp shadows, notably a shadow cast by her raised hand across her right eye and forehead, and defined shadows from the bikini straps onto her chest. High contrast between highlights and shadows.",
  "mood_and_expression": "Casual, relaxed, and sun-kissed. Her expression is neutral to slightly playful, with her lips softly closed in a subtle pout and a relaxed, direct gaze.",
  "style_and_realism": "Raw, photorealistic, unedited smartphone photograph aesthetic. Exacting anatomical fidelity and physical realism. Complete preservation of skin textures, pores, minor blemishes, and natural lighting interactions. Absolutely no digital smoothing, beauty filters, or aesthetic proportion correction.",
  "colors_and_tone": "Highly saturated, warm, and vibrant. Deep contrast between the warm, tanned tones of her skin, the solid black bikini, the vivid cyan pool water, and the bright blue sky.",
  "quality_and_technical_details": "High fidelity, sharp focus on the subject with a realistic, slightly softer focus on the background elements. Clear rendering of fine details like individual strands of hair, necklace chain, skin pores, and soft tissue behavior.",
  "aspect_ratio_and_output": "Strictly 3:4 aspect ratio. Exact framing and spatial relationships preserved.",
  "controlnet": {
    "pose_control": {
      "model_type": "OpenPose or DWPose",
      "purpose": "Exact skeletal and pose lock",
      "constraints": [
        "preserve shoulder width",
        "preserve hip angle",
        "preserve spine curvature",
        "preserve limb placement"
      ],
      "recommended_weight": "0.9 to 1.0"
    },
    "depth_control": {
      "model_type": "MiDaS or ZoeDepth",
      "purpose": "Depth, volume, and camera-to-body spatial lock",
      "constraints": [
        "preserve chest foreground dominance if present",
        "prevent flat or compressed depth",
        "maintain clear torso-to-background separation"
      ],
      "recommended_weight": "0.7 to 0.85"
    }
  },
  "negative_prompt": "anatomy normalization, body proportion averaging, smaller bust than reference, reduced chest volume, flattened or compressed breasts, tightened breasts, lifted breasts, artificially supported breasts, slimmed torso, 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, beautification filters, skin smoothing, plastic skin, airbrushed texture, stylized realism, editorial fashion proportions, more realistic reinterpretation, naturalization of prominent features"
}