Golden Hour Glow by the Cliffside

{
  "subject": {
    "description": "Young woman with platinum blonde hair featuring dark roots, straight and shoulder-length. She has fair skin with a warm, sun-kissed tone. Facial features include blue eyes, a refined nose, and full lips with brownish-red lipstick. She is wearing a neon yellow, ribbed-texture bikini top and black string thong bikini bottoms. Her fingernails are painted bright red. A thin gold ring is visible on the ring finger of her left hand. The physique is fit and curvy, with prominent gluteal shape and natural bust volume visible in the side profile.",
    "anatomical_fidelity": "Preserve exact body proportions. Maintain the fullness and roundness of the glutes as emphasized by the prone pose. Ensure the bust volume is not flattened beyond the natural compression of the pose; side boob volume in the bikini top must be preserved. Skin texture must show natural pores and subtle imperfections, not plastic smoothness.",
    "clothing": "Neon yellow ribbed bandeau-style bikini top, black thong bikini bottom with side ties.",
    "accessories": "Gold ring on left hand, red manicure."
  },
  "pose": {
    "description": "Lying prone (stomach down) on a white beach towel. The upper body is propped up on forearms/elbows. The head is turned sharply over the left shoulder to face the camera directly. The left hand rests near the right collarbone/shoulder area. The torso is slightly arched. The hips act as a pivot point, with the glutes rising naturally. Legs are extended backward.",
    "specifics": "Chin resting near shoulder, direct gaze, relaxed fingers."
  },
  "environment": {
    "setting": "Outdoor sandy beach at the base of a cliff.",
    "foreground": "White towel with dark blue/black patterns, scattered with real sand grains.",
    "background": "A steep, eroded beige/tan sandstone cliff face with sparse green scrub vegetation. At the very top of the cliff, residential houses with windows and roofs are visible against a clear blue sky.",
    "details": "Sand texture, rock stratification on the cliff, architectural details of the houses."
  },
  "camera": {
    "shot_type": "Medium shot, eye-level with the subject (low angle relative to the ground).",
    "perspective": "Side-rear angle relative to the body, facing the subject's face. Slight foreshortening on the torso.",
    "focus": "Sharp focus on the subject's face and body. Slight depth of field roll-off on the distant cliff and houses.",
    "framing": "Subject centered horizontally, occupying the lower two-thirds of the frame."
  },
  "lighting": {
    "type": "Natural sunlight, late afternoon/golden hour.",
    "direction": "Light source from the left (subject's front-left), casting shadows behind her and on the right side of her face.",
    "quality": "Warm, direct, hard light creating defined shadows and distinct highlights on the hair and skin.",
    "shadows": "Cast shadows on the towel and sand to the right."
  },
  "mood_and_expression": {
    "mood": "Relaxed, alluring, vacation atmosphere, confident.",
    "expression": "Soft smile, engaging and direct eye contact, calm demeanor."
  },
  "style_and_realism": {
    "style": "Candid high-resolution photography, lifestyle influencer aesthetic.",
    "realism": "Photorealistic, 8k, raw photo quality. No painterly or 3D render effects. Texture of the towel, sand, and skin must be tangible."
  },
  "colors_and_tone": {
    "palette": "Warm earth tones (beige, tan), vibrant neon yellow, stark black, sky blue, skin tones.",
    "contrast": "High contrast consistent with direct sunlight.",
    "saturation": "Natural but vibrant, emphasizing the yellow bikini and blue sky."
  },
  "quality_and_technical_details": {
    "resolution": "High definition, sharp details.",
    "textures": "Ribbed fabric of bikini, granular sand, soft cotton towel, smooth skin, fibrous hair."
  },
  "aspect_ratio_and_output": {
    "ratio": "3:4",
    "orientation": "Vertical 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"
      ],
      "recommended_weight": 1
    },
    "depth_control": {
      "model_type": "ZoeDepth",
      "purpose": "Depth, volume, and camera-to-body spatial lock",
      "constraints": [
        "preserve gluteal 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 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",
      "mirror selfies",
      "phone-in-hand selfies",
      "reflections",
      "beautification filters",
      "skin smoothing",
      "plastic skin",
      "airbrushed texture",
      "stylized realism",
      "editorial fashion proportions",
      "standing pose",
      "facing away from camera"
    ]
  }
}