Frosty Allure: The Winter Queen

{
  "subject": {
    "demographics": "Young adult female, 21+",
    "physique": "Fit and toned physique with tan skin, visible abdominal definition, curvaceous hips, and natural bust volume with realistic gravity and shape",
    "hair": "Long, wavy, dirty blonde hair framing the face, partially covered by a large fur hood",
    "apparel": {
      "outerwear": "Oversized black quilted puffer coat, unzipped and held open, featuring a massive hood lined with thick, natural brown fur",
      "swimwear": "Black high-shine vinyl or wet-look triangle bikini top and matching high-cut bikini bottoms pulled up over the hips",
      "footwear": "Chunky black 'Moon Boot' style snow boots with white branding text and laces",
      "accessories": "White ribbed socks visible extending above the boots"
    },
    "skin_details": "Tan skin tone contrasting with white snow, natural texture, no artificial smoothing"
  },
  "pose": {
    "type": "Standing full-body pose",
    "leg_position": "Standing weight on right leg, left leg bent at the knee with foot lifted behind (flamingo pose)",
    "arm_position": "Both arms down at sides, hands gripping the inner edges of the open puffer coat to hold it wide",
    "head_orientation": "Facing directly forward towards the camera",
    "gaze": "Direct eye contact, neutral to slightly sultry expression"
  },
  "environment": {
    "location": "Winter ski resort exterior",
    "ground": "Deep, pristine white snow with visible footprints and texture",
    "background_left": "Tall evergreen pine trees heavily laden with snow, sloping mountain terrain",
    "background_right": "Large multi-story wooden log cabin or lodge with brown timber siding and large windows",
    "atmosphere": "Cold winter day, snowy landscape"
  },
  "camera": {
    "shot_type": "Full body shot",
    "angle": "Eye-level",
    "framing": "Centered subject, capturing from boots to top of hood",
    "perspective": "Standard focal length (approx 50mm), minimal distortion",
    "depth_of_field": "Deep focus, background elements (cabin and trees) clearly visible but slightly softer than subject"
  },
  "lighting": {
    "type": "Natural daylight, overcast",
    "quality": "Soft, diffuse, shadowless winter lighting",
    "direction": "Ambient, overhead",
    "contrast": "Moderate contrast between black outfit, tan skin, and white snow"
  },
  "mood_and_expression": {
    "mood": "Confident, bold, contrast between cold environment and revealing outfit",
    "expression": "Calm, composed, alluring"
  },
  "style_and_realism": {
    "aesthetic": "Influencer winter travel photography, high-fidelity realism",
    "rendering": "Photorealistic, sharp textures (fur, vinyl, snow, wood)",
    "texture_focus": "Contrast between soft fur, shiny bikini material, and matte snow"
  },
  "colors_and_tone": {
    "palette": "Dominant white (snow) and black (outfit), with accents of natural brown (fur, wood) and warm tan (skin)",
    "saturation": "Natural",
    "white_balance": "Cool winter tones balanced with warm skin"
  },
  "quality_and_technical_details": {
    "resolution": "High definition",
    "sharpness": "Crisp focus on subject",
    "noise": "Low ISO, clean digital image"
  },
  "aspect_ratio_and_output": {
    "ratio": "3:4",
    "orientation": "Vertical portrait"
  },
  "controlnet": {
    "pose_control": {
      "model_type": "DWPose",
      "purpose": "Exact skeletal and pose lock",
      "constraints": [
        "preserve leg lift angle",
        "preserve hand placement on coat",
        "preserve head tilt",
        "preserve shoulder width"
      ],
      "recommended_weight": 1
    },
    "depth_control": {
      "model_type": "ZoeDepth",
      "purpose": "Depth, volume, and camera-to-body spatial lock",
      "constraints": [
        "preserve coat volume relative to body",
        "preserve separation between subject and snow background",
        "maintain boot dimensionality"
      ],
      "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",
      "summer environment",
      "sunshine",
      "beach",
      "zipper closed"
    ]
  }
}