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{
  "subject": {
    "description": "Young woman with light tan skin and long, dark, straight hair flowing over shoulders.",
    "anatomy": "Voluptuous figure with extremely prominent bust volume. Breasts are full, heavy, and show clear gravity-affected weight with deep cleavage. Bust projection is significant and foreground-dominant, visibly larger than the ribcage depth. Soft tissue appears natural with subtle asymmetry. Skin texture is highly detailed with visible pores, moles, and a glistening, oily sheen suggestive of sunscreen or perspiration.",
    "clothing": "Light blue string bikini top featuring an intricate orange and rust-colored paisley pattern. The top is a triangle cut with a gold metal ring connecting the cups in the center. The fit is snug, emphasizing the volume of the chest.",
    "accessories": "Small gold nose stud on the left nostril. Delicate gold chain necklace with a four-leaf clover pendant. Large butterfly line-art tattoo on the inner left forearm. Script text tattoo on the right collarbone area.",
    "features": "Full lips with a glossy finish, groomed arched eyebrows, dark eyelashes."
  },
  "pose": {
    "type": "Close-up selfie portrait.",
    "posture": "The subject is leaning back slightly on a beach towel. The head is tilted slightly to her right. The left arm is raised, with the hand tucked behind the head/neck, exposing the inner forearm tattoo. The right arm is extended forward out of frame, indicative of holding the camera for a selfie.",
    "orientation": "Torso angled slightly towards the left, face turned forward for direct eye contact.",
    "gaze": "Direct engagement with the camera lens, soft and relaxed expression."
  },
  "environment": {
    "location": "Sunny outdoor beach setting.",
    "background": "White sand visible in the immediate background. A blue and white striped towel is beneath the subject. Further back, a turquoise ocean meets a blue sky with scattered white cumulus clouds on the horizon.",
    "context": "Daytime, likely summer."
  },
  "camera": {
    "shot_type": "Close-up selfie / POV shot.",
    "perspective": "High-angle perspective typical of a handheld selfie, creating slight foreshortening that emphasizes the chest and face in the foreground relative to the background.",
    "focal_length": "Wide-angle lens characteristic of a smartphone front camera (approx 24mm equivalent).",
    "depth_of_field": "Subject in sharp focus, background slightly softened but distinguishable."
  },
  "lighting": {
    "source": "Bright, direct natural sunlight (high noon or early afternoon).",
    "direction": "Front-left lighting.",
    "quality": "Hard light creating defined shadows under the hair and chin. Strong specular highlights on the forehead, cheeks, and upper chest due to the oily/wet skin texture.",
    "shadows": "Sharp, realistic shadows casting downwards."
  },
  "mood_and_expression": {
    "mood": "Confident, alluring, relaxed, summery.",
    "expression": "Soft pout with slightly parted lips, calm and engaging demeanor."
  },
  "style_and_realism": {
    "style": "Candid, raw, unfiltered smartphone photography aesthetic.",
    "realism": "High-fidelity photorealism. Skin texture must appear authentic with oiliness, fine lines, and natural imperfections. No plastic smoothing.",
    "rendering": "Sharp details on tattoos, jewelry, and fabric texture."
  },
  "colors_and_tone": {
    "palette": "Vibrant and natural. Sky blue, turquoise water, warm tan skin tones, light blue and orange clothing patterns.",
    "contrast": "High contrast due to bright sunlight.",
    "saturation": "Natural to slightly vibrant.",
    "white_balance": "Daylight balanced, slightly warm."
  },
  "quality_and_technical_details": {
    "resolution": "High resolution.",
    "sharpness": "Crisp focus on facial features and bikini texture.",
    "noise": "Minimal, typical digital sensor grain."
  },
  "aspect_ratio_and_output": {
    "ratio": "3:4",
    "framing": "Chest and head fill the majority of the frame. Top of head cropped slightly or just within frame."
  },
  "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",
        "prevent flat or compressed depth",
        "maintain clear torso-to-background separation"
      ],
      "recommended_weight": 0.8
    }
  },
  "negative_prompt": {
    "forbidden_concepts": [
      "anatomy normalization",
      "body proportion averaging",
      "smaller bust than reference",
      "reduced chest volume",
      "flattened or compressed breasts",
      "tightened or lifted 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",
      "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: Sunny Allure: A Beachside Selfie

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