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{
  "subject": {
    "description": "Young woman with tanned, glowing skin and dark hair styled in a high, tight bun. She has a voluptuous, curvy physique with a naturally heavy, full bust and wide hips.",
    "apparel": {
      "item": "String bikini",
      "color": "Pale mint green",
      "style": "Triangle top with thin straps, tie-side bottoms",
      "fit": "Tight, accentuating curves"
    },
    "features": {
      "skin_texture": "High-fidelity skin texture with visible pores, sun damage, and a prominent oily sheen or sweat making the skin glisten. Moles and freckles visible.",
      "tattoos": "Simple line-art flower tattoo on the outer right bicep, script text tattoo on the left ribcage, script text tattoo on the left hip/upper thigh.",
      "accessories": "Gold chain necklace, thin gold bracelet on left wrist, gold ring on left hand, pink manicured nails."
    },
    "anatomical_constraints": "Bust volume must remain full and heavy, showing natural gravity and projection consistent with the reference. No reduction in chest size. Soft tissue around the waist and hips must appear natural, not artificially flattened."
  },
  "pose": {
    "type": "Kneeling lean-forward",
    "description": "The subject is kneeling on a cushioned lounge chair, leaning her torso forward and supporting her weight on her hands, which are placed near the front edge of the cushion. Her spine is arched, accentuating the hips. Her face is turned slightly to look directly at the camera with a chin-down tilt.",
    "limbs": {
      "arms": "Extended forward, elbows straight, hands resting on the weave of the chair frame.",
      "legs": "Bent at the knees, shins resting on the cushion behind her.",
      "head": "Tilted slightly, direct gaze."
    }
  },
  "environment": {
    "location": "Luxury tropical resort poolside",
    "elements": [
      "Beige stucco building with arched doorways and geometric breeze block details",
      "Swimming pool with turquoise water",
      "Beige lounge chairs with cream and grey cushions",
      "Thatched umbrellas",
      "Potted cactus plants and palm trees in the background",
      "Clear blue sky"
    ],
    "surface": "Woven rattan or wicker lounge chair with a thick beige fabric cushion"
  },
  "camera": {
    "perspective": "Slightly elevated eye-level, looking down at the subject",
    "shot_type": "Medium shot capturing the subject from the knees up",
    "focal_length": "50mm to 85mm",
    "depth_of_field": "Subject in sharp focus, background slightly softened but clearly legible",
    "framing": "Centered subject, filling the frame predominantly"
  },
  "lighting": {
    "type": "Bright natural sunlight (Golden Hour or Mid-day)",
    "direction": "From the upper left (viewer's perspective)",
    "quality": "Hard, direct light creating distinct shadows on the right side of the face and body. Strong specular highlights on the oily skin (shoulders, forehead, chest).",
    "shadows": "Deep, defined shadows under the jawline and on the right side of the torso"
  },
  "mood_and_expression": {
    "emotion": "Sultry, confident, relaxed",
    "gaze": "Intense, direct eye contact with the viewer",
    "mouth": "Lips slightly parted, glossy"
  },
  "style_and_realism": {
    "style": "Hyper-realistic photography, lifestyle influencer aesthetic",
    "fidelity": "Raw, unpolished textures on the background, high-definition skin texture. No plastic smoothing.",
    "rendering": "Photorealistic, 8k resolution"
  },
  "colors_and_tone": {
    "palette": [
      "Skin tan/bronze",
      "Pale mint green",
      "Beige/Sand",
      "Cream",
      "Turquoise blue"
    ],
    "contrast": "High contrast due to direct sunlight",
    "saturation": "Vibrant and warm"
  },
  "quality_and_technical_details": {
    "sharpness": "High",
    "noise": "Low ISO, minimal grain",
    "lighting_balance": "Daylight balanced"
  },
  "aspect_ratio_and_output": {
    "ratio": "3:4",
    "orientation": "Vertical"
  },
  "controlnet": {
    "pose_control": {
      "model_type": "OpenPose",
      "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 if present",
        "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"
    ]
  }
}

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Based on: Tropical Allure: Miss Summer in Mint Green

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