Twilight Elegance: A Satin Dream

{
  "subject": "Young adult female with tanned skin and distinct, sharp tan lines across the upper chest and shoulders. She has medium-long, straight hair with light brown and blonde highlights, parted in the middle. She is wearing a creamy white, satin, off-the-shoulder dress featuring a structured corset bodice with visible boning and stitching. The dress has draped short sleeves sitting off the shoulders and a high slit exposing her right leg. She has a prominent, full, and heavy bust naturally supported by the corset, exhibiting clear forward and outward projection and deep cleavage. The bust depth is visibly greater than the ribcage depth, maintaining strict proportional accuracy to the reference. Skin texture features natural pores, micro-details, and realistic soft tissue behavior without any artificial smoothing.",
  "pose": "Standing upright with weight slightly shifted to her back foot. Her torso is facing forward but angled slightly toward the camera. Her head is turned sharply to her right (viewer's left), in a profile/three-quarter view, gazing off-camera. Her left arm hangs straight down by her side, while her right hand lightly grasps the satin fabric of the dress near the high thigh slit. Shoulders are relaxed, and the spine has a natural, unexaggerated curvature.",
  "environment": "Outdoor stone-paved patio at twilight. In the background, there is a two-story stucco house with dark shutters. A lit, open doorway reveals a warm interior with wooden floors and a white sofa. Another window to the left also emits a warm glow. A shadowy potted plant sits on the far left. The sky above is a deep, rich twilight blue.",
  "camera": "Medium-full shot (cowboy shot) framed from the mid-thigh up. Shot from an eye-level perspective with strong three-dimensional depth cues separating the subject from the background. Absolutely no selfie angles, no mirrors, and no wide-angle distortion.",
  "lighting": "Mixed lighting consisting of cool ambient twilight from the sky and warm, directional artificial light spilling from the house interior onto the subject's face, chest, and right side. Shadows are deep and realistic, particularly emphasizing the structure of the corset, the collarbones, and the depth of the cleavage. No beauty lighting or flat strobe flashes.",
  "mood_and_expression": "Calm, candid, and observant. Her lips are neutral and slightly parted, with a relaxed, distant gaze.",
  "style_and_realism": "Ultra-high-fidelity photorealism. Raw, unedited digital photography mimicking a candid, high-quality portrait. Strict adherence to physical reality with absolutely no airbrushing, beautification filters, or stylistic interpretation.",
  "colors_and_tone": "High contrast between the cool, deep blue twilight sky and the warm yellow-orange artificial light from the house. The dress is a pale, buttery champagne/creamy white. The subject's skin tone is a warm, glowing tan. Natural dynamic range with deep shadow details.",
  "quality_and_technical_details": "High resolution, sharp focus on the subject with a gentle depth of field softening the background slightly. Uncompressed raw aesthetic, preserving all fine textures, satin fabric sheen, and skin imperfections.",
  "aspect_ratio_and_output": "3:4",
  "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": {
    "forbidden_elements": [
      "anatomy normalization",
      "body proportion averaging",
      "smaller bust than reference",
      "reduced chest volume",
      "flattened or compressed breasts",
      "tightened, lifted, or 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",
      "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"
    ]
  }
}