Summer Serenity: Perfectly Captured

{
  "subject": "A young woman with long, dark brown hair and fair skin with natural micro-details, pores, and subtle texture. She is wearing a dark red, two-piece bikini featuring a white tropical floral pattern. The bikini top has multiple horizontal keyhole cutouts across the center. Her body proportions strictly match the reference: prominent chest volume with clear forward and outward projection, heavy natural soft-tissue mass influenced by gravity, and bust depth visibly greater than the ribcage. Her torso, waist, hips, and shoulders retain their exact relative scale without any compression, slimming, or proportion averaging.",
  "pose": "Seated in the back of a vehicle with her legs resting forward. Her right arm is raised, elbow bent, with her hand resting in her hair near the top of her head. Her left arm rests casually near her side against the vehicle edge. Her spine curvature, hip angle, and weight distribution are natural and relaxed. Her head is tilted slightly forward with her gaze directed precisely at the camera.",
  "environment": "The open cargo area of a white off-road vehicle with the rear window hatch extended upward. To the left, dark interior seats and roll bars are visible. To the right, a black spare tire is mounted on the open tailgate. The background consists of a bright, sunny coastal landscape featuring steep, dry grassy cliffs plunging into a vibrant blue ocean with white crashing waves under a clear blue sky.",
  "camera": "Eye-level mid-shot, capturing the subject from the mid-thigh up to just above the head. Strong three-dimensional depth is maintained, preserving the foreground dominance of the torso and chest without any flattening or wide-angle distortion not present in the reference.",
  "lighting": "Bright, harsh natural daylight. Strong, distinct shadows are cast under the vehicle's raised hatch, across the interior, and under the subject's raised arm. High-contrast highlights illuminate the sunlit areas of her skin, particularly her shoulders, chest, and thighs, with accurate subsurface scattering.",
  "mood_and_expression": "Relaxed and confident. Her facial expression is neutral with a slightly sultry, direct gaze, projecting a natural summer aesthetic without any forced smiling.",
  "style_and_realism": "Raw, unedited photorealism. Absolute physical accuracy to the reference image. Zero aesthetic proportion correction, airbrushing, beauty filters, or dataset-average normalization.",
  "colors_and_tone": "High contrast and vibrant. Deep, saturated red and white in the swimwear, bright white vehicle paint, and deep azure blue ocean water. Skin tones are natural and accurately warm.",
  "quality_and_technical_details": "Maximum photographic fidelity, 8k resolution equivalent, sharp focus on the subject with a slight, natural depth of field separating her from the coastal background.",
  "aspect_ratio_and_output": "3:4",
  "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": 0.95
    },
    "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"
    ]
  }
}