Golden Hour Beach Bliss

{
  "subject": {
    "description": "Young woman with long, blonde, slightly wavy hair cascading down her back. She has a fit, athletic physique with a slender waist and prominent, curvy glutes. Her skin is tanned with visible texture.",
    "attire": {
      "top": "Brown, short-sleeved ribbed crop top with a raw, slightly distressed hem, fitting tightly across the upper back and shoulders.",
      "bottom": "Dark brown or black string bikini thong bottoms with side ties, positioned to accentuate the hips and glutes.",
      "accessories": "Holding a white rectangular sunscreen bottle in her right hand against her right hip/upper thigh area. Partially visible black boots at the bottom edge of the frame."
    },
    "anatomy": {
      "proportions": "Physically accurate representation of the reference, maintaining the exact scale of the hips and glutes relative to the waist and shoulders. No reduction in volume or curve intensity.",
      "skin": "Realistic skin texture with natural imperfections, moles, and response to sunlight. No artificial smoothing."
    }
  },
  "pose": {
    "type": "Standing 3/4 rear view",
    "details": "Subject is standing with her back to the camera, turned slightly to her right. Her head is turned over her right shoulder, looking downwards towards the sand. Her spine is slightly arched. Her right arm is extended down, with her hand resting on her right outer thigh/glute holding the bottle. Her left arm hangs naturally by her side. Legs are standing straight.",
    "angle": "Rear-side profile view showing the curve of the spine and the projection of the glutes."
  },
  "environment": {
    "location": "Sunny sandy beach.",
    "background": "A clear horizon line separating the deep blue ocean from the bright blue sky. The sky contains wispy, thin white cirrus clouds. The sand is golden-beige and textured with footprints.",
    "context": "Daytime beach setting, open air."
  },
  "camera": {
    "shot_type": "Medium shot (from knees/thighs up to top of head).",
    "angle": "Eye-level or slightly low angle relative to the subject's hips.",
    "focus": "Sharp focus on the subject, with the background ocean and sky remaining relatively clear but secondary to the figure.",
    "perspective": "Natural perspective, no wide-angle distortion."
  },
  "lighting": {
    "source": "Natural bright sunlight (golden hour or mid-day sun).",
    "direction": "Sunlight coming from the front-right of the subject, casting shadows behind her and highlighting the contours of her back, arms, and glutes.",
    "quality": "Hard, direct light creating high contrast and distinct shadows on the sand."
  },
  "mood_and_expression": {
    "mood": "Relaxed, candid, summery.",
    "expression": "Neutral, gazing downward, unposed or caught in a moment of preparation (applying sunscreen)."
  },
  "style_and_realism": {
    "style": "Photorealistic, candid photography.",
    "rendering": "High fidelity, 8k resolution, raw photo style.",
    "texture": "Emphasis on the fabric of the ribbed top, the smoothness of the plastic bottle, the grain of the sand, and the skin texture."
  },
  "colors_and_tone": {
    "palette": "Cool blues (sky, water), warm tans (sand, skin), earth tones (brown top).",
    "contrast": "High contrast due to bright sunlight.",
    "saturation": "Natural, vibrant but true to life."
  },
  "quality_and_technical_details": {
    "resolution": "Masterpiece, best quality, ultra-detailed.",
    "noise": "Low ISO, clear image.",
    "blur": "Minimal depth of field blur, background is distinct."
  },
  "aspect_ratio_and_output": {
    "ratio": "3:4",
    "orientation": "Portrait"
  },
  "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",
        "lock head turn angle"
      ],
      "recommended_weight": 1
    },
    "depth_control": {
      "model_type": "ZoeDepth",
      "purpose": "Depth, volume, and camera-to-body spatial lock",
      "constraints": [
        "preserve glute foreground dominance",
        "prevent flat or compressed depth",
        "maintain clear torso-to-background separation"
      ],
      "recommended_weight": 0.8
    }
  },
  "negative_prompt": {
    "forbidden_elements": [
      "anatomy normalization",
      "body proportion averaging",
      "reduced glute volume",
      "flattened curves",
      "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",
      "looking at camera",
      "smiling"
    ]
  }
}