Sunlit Coastal Elegance

{
  "subject": {
    "description": "A young woman with a sun-kissed complexion and blonde hair tied back in a high ponytail. She has defined facial features, including full lips and soft brown eyes. Her physique is characterized by a narrow waist and wide, voluminous hips, creating a pronounced hourglass figure. Her bust is full and heavy, with a volume and depth significantly greater than her ribcage, showing natural gravity-affected soft tissue. She is wearing a minimalist black string bikini top and low-rise, tight-fitting white denim shorts with double-button closure and pleated details.",
    "anatomical_fidelity": "Preserve exact relative scale between chest, waist, hips, and limbs. Bust volume must be high-fidelity to the reference, showing clear forward and outward projection without normalization. Skin includes realistic micro-textures, subtle pores, and natural light-induced highlights.",
    "clothing": "Black triangle bikini top with thin halter straps; white, high-cut, form-fitting denim shorts; a thin white beaded necklace with a small green pendant."
  },
  "pose": {
    "description": "The subject stands frontally, slightly angled to her right. Her left arm is raised with her hand resting behind her head, elbow pointing upward. Her right arm hangs naturally by her side, holding a wide-brimmed straw hat. Her weight is shifted slightly, creating a subtle curve in her spine and a slight tilt in her hips and shoulders. Her gaze is directed straight at the camera with a neutral, calm expression.",
    "accuracy": "Match body orientation, weight distribution, and limb placement with millimetric precision to the reference."
  },
  "environment": {
    "description": "An outdoor coastal setting featuring a steep, rocky cliffside with sparse green vegetation and shrubs in the background. To the left, a turquoise, clear Mediterranean-style sea meets a rocky shoreline. In the distance, a small rustic beach structure or hut is visible at the base of the cliffs. The ground in the foreground consists of pale, sun-bleached rocks and dry grass.",
    "spatial_depth": "Clear separation between the subject in the foreground, the mid-ground sea and cliffs, and the distant shoreline structures."
  },
  "camera": {
    "shot_type": "Full-body shot",
    "angle": "Eye-level, straight-on",
    "distance": "Medium-long",
    "lens_characteristics": "Standard focal length with no wide-angle distortion, preserving the three-dimensional volume of the subject's torso and hips.",
    "framing": "Vertical composition centering the subject."
  },
  "lighting": {
    "type": "Natural sunlight",
    "direction": "High-angle, slightly from the front-right",
    "intensity": "Bright, direct daylight creating soft shadows on the neck, under the bust, and along the contours of the legs.",
    "skin_realism": "Authentic subsurface scattering and realistic highlights on the skin without beauty filters or airbrushing."
  },
  "mood_and_expression": {
    "mood": "Serene, summery, and confident",
    "expression": "Neutral facial expression with a steady, direct gaze, conveying a sense of relaxed composure."
  },
  "style_and_realism": {
    "type": "Photorealistic",
    "details": "High-fidelity depiction of fabric textures (denim, knit bikini), organic materials (straw hat, dry brush), and geological textures (layered cliff rocks). No artificial smoothing or stylized proportions."
  },
  "colors_and_tone": {
    "palette": "Bright coastal colors: turquoise water, tan/grey rocks, deep green foliage, crisp white shorts, and deep black bikini.",
    "tone": "Warm, natural white balance with high dynamic range and realistic contrast."
  },
  "quality_and_technical_details": {
    "resolution": "Ultra-high definition",
    "features": "Sharp focus on the subject, natural depth of field, visible skin grain, and detailed fabric weaves."
  },
  "aspect_ratio_and_output": {
    "aspect_ratio": "3:4",
    "constraints": "No cropping of the subject's silhouette; maintain full vertical height from head to mid-thigh/knee area as shown."
  },
  "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": [
      "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",
      "naturalization of prominent features"
    ]
  }
}