Sunlit Serenity by the Pool

{
  "subject": {
    "description": "A woman with a sun-kissed complexion and light freckles across her nose and cheeks. She has long, wavy, honey-blonde hair parted to the side, with some strands appearing damp. Her facial features include almond-shaped hazel eyes, natural well-defined eyebrows, and full lips with a soft pink tint.",
    "anatomical_fidelity": "Exact preservation of body proportions from the reference. The subject has a soft, athletic build with a narrow waist and wide hips. Bust volume is high-fidelity, showing full, heavy natural mass with a clear forward and outward projection, significantly deeper than the ribcage. Natural soft tissue behavior with subtle asymmetry and realistic gravity-affected hang is mandatory. Skin texture is highly detailed, showing visible pores, fine lines, and natural imperfections without smoothing.",
    "clothing": "A blue string bikini with a purple and pink abstract, painterly pattern. The top is a classic triangle style with thin halter straps tied at the neck. A thin black cord bracelet with a small gold charm is on her right wrist, and a delicate silver tennis bracelet is on her left wrist. A thin gold necklace with a small cross pendant sits at the base of her throat."
  },
  "pose": {
    "description": "The subject is reclining outdoors on a grey mesh lounge chair covered with a white textured towel. She is leaning back slightly on her left elbow, with her right arm bent across her midriff, her hand resting near the bottom string of her bikini top. Her head is tilted slightly toward her left shoulder, and she is looking directly into the camera with a soft, confident gaze.",
    "alignment": "Exact match of shoulder tilt, spine curvature, and hip orientation. The weight is distributed onto the left side of the torso."
  },
  "environment": {
    "description": "An upscale tropical resort poolside or patio area. In the background, there are lush green palm trees, tropical plants with red torch ginger flowers, and a modern white multi-story building with large blue-tinted glass windows. A white patio umbrella is partially visible in the mid-ground. The subject is shaded by a black and white striped cabana or umbrella structure, visible at the top of the frame."
  },
  "camera": {
    "shot_type": "Medium shot, eye-level",
    "framing": "The subject is centered, framed from the mid-thigh up to the top of the head.",
    "perspective": "Natural perspective with three-dimensional depth, maintaining the foreground dominance of the subject's torso and chest volume without flattening.",
    "lens_properties": "Standard focal length, approximately 35mm to 50mm, with a shallow depth of field that keeps the subject sharp while softly blurring the tropical background."
  },
  "lighting": {
    "type": "Bright, diffused natural daylight",
    "direction": "Soft overhead lighting filtered through a canopy, creating gentle highlights on her hair, shoulders, and the curve of her chest.",
    "characteristics": "Realistic subsurface scattering on the skin, soft shadows under the jawline and along the contours of the body, and high-dynamic-range detail in both bright and shaded areas."
  },
  "mood_and_expression": {
    "mood": "Relaxed, summer-day, serene, and confident.",
    "expression": "A subtle, warm smile with closed lips, projecting a calm and approachable demeanor."
  },
  "style_and_realism": {
    "style": "Photorealistic, candid lifestyle photography.",
    "realism_level": "High-fidelity, absolute realism. No airbrushing, no digital smoothing, no beauty filters. Texture must be tactile, from the fabric of the bikini to the weave of the white towel."
  },
  "colors_and_tone": {
    "palette": "Vibrant tropical colors: lush greens, bright blues of the sky/windows, and the variegated blue/purple of the swimwear contrasted against warm, golden skin tones and a clean white towel.",
    "tone": "Warm, saturated, and high-contrast, reflecting a bright sunny day."
  },
  "quality_and_technical_details": {
    "resolution": "8k UHD",
    "details": "Sharp focus on the eyes and skin texture, realistic fabric fibers, water-drop textures in hair, visible fine jewelry details.",
    "sharpness": "Crisp foreground focus with natural bokeh in the background."
  },
  "aspect_ratio_and_output": {
    "aspect_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": 0.85
    }
  },
  "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",
      "lens compression",
      "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",
      "naturalization of prominent features"
    ]
  }
}