Golden Hour Rooftop Muse

{
  "subject": {
    "description": "A young woman with an athletic hourglass figure, featuring a slim waist and wide, prominent hips. She has tanned skin with visible natural texture and fine pores. Her face has sharp features, dark almond-shaped eyes, and well-defined eyebrows. Her hair is dark, sleek, and parted down the middle, tied back in a low style. She is wearing large silver cross-shaped earrings.",
    "anatomy_fidelity": "Exact preservation of the reference's wide hip-to-waist ratio. The bust volume is significant and naturally weighted, showing clear forward projection and a depth greater than the ribcage. Soft tissue follows gravity naturally within the bikini top. Shoulders are proportional to the torso width, and legs are toned with a visible gap.",
    "attire": "A black string bikini with a triangular top and high-cut, thin-strap bottoms that sit high on the hips. Over this, she wears an oversized, dark maroon or brownish-red zip-up hoodie, worn open and pushed back off the shoulders to expose her torso and arms."
  },
  "pose": {
    "description": "Standing front-facing pose with a slight lean. The weight is distributed evenly. Her hands are tucked into the pockets of the oversized hoodie, pulling the fabric slightly forward while the sleeves drape over her arms. Her head is tilted slightly to her right, and she is looking directly into the camera with a neutral, confident gaze.",
    "posture": "Straight spine with a natural lumbar curve that accentuates the hip flare. Shoulders are relaxed but wide, framed by the bulky hoodie."
  },
  "environment": {
    "location": "A rooftop or elevated balcony overlooking a coastal area at dusk. In the background, there is a calm blue sea under a sky with soft, scattered clouds. Below the balcony, an urban industrial area or parking lot with some greenery is visible. A spiked palm-like plant is partially visible in the bottom-left foreground.",
    "depth": "Clear separation between the sharp subject in the foreground and the slightly soft-focus coastal background."
  },
  "camera": {
    "shot_type": "Medium full shot, framing the subject from the head to the mid-thigh.",
    "angle": "Eye-level, straight-on perspective.",
    "lens_characteristics": "Standard focal length (approx. 35-50mm) to avoid distortion while maintaining a realistic sense of depth and body volume."
  },
  "lighting": {
    "type": "Golden hour natural light.",
    "direction": "Side-lit from the right, creating warm highlights on her skin and the left side of her face/body, while casting soft, natural shadows on the opposite side. The light enhances the three-dimensional volume of her torso and bust.",
    "temperature": "Warm, orange-gold tones."
  },
  "mood_and_expression": {
    "expression": "Sultry and composed; a neutral, direct gaze with relaxed lips.",
    "atmosphere": "Serene, stylish, and high-end lifestyle aesthetic."
  },
  "style_and_realism": {
    "type": "Photorealistic digital photography.",
    "details": "High fidelity to skin imperfections, fabric texture of the cotton hoodie, and the subtle sheen on the bikini material. No airbrushing or artificial smoothing."
  },
  "colors_and_tone": {
    "palette": "Dominant tones of deep maroon, black, and warm tan skin, contrasted against the cool blue of the ocean and the pale orange/blue of the sunset sky.",
    "contrast": "Medium-high contrast with rich shadows."
  },
  "quality_and_technical_details": {
    "resolution": "4K, highly detailed, sharp focus on the subject, natural film grain, realistic subsurface scattering on skin.",
    "sampling": "High-step count for texture preservation."
  },
  "aspect_ratio_and_output": {
    "ratio": "3:4"
  },
  "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"
      ],
      "recommended_weight": 1
    },
    "depth_control": {
      "model_type": "ZoeDepth",
      "purpose": "Depth, volume, and camera-to-body spatial lock",
      "constraints": [
        "preserve chest foreground dominance",
        "prevent flat or compressed depth",
        "maintain clear torso-to-background separation"
      ],
      "recommended_weight": 0.8
    }
  },
  "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"
    ]
  }
}