Portrait of a Blonde Woman in Soft Indoor Light

{
  "subject": {
    "description": "A young Caucasian woman with long blonde hair, featuring a highly defined hourglass figure and specific anatomical proportions as seen in the reference.",
    "physical_features": {
      "hair": "Long, straight blonde hair, partially tucked behind the ear and flowing down the back.",
      "face": "Soft facial features, straight nose, full lips, looking slightly upward and to the side in profile.",
      "skin": "Fair skin tone with realistic texture, visible pores, and natural subtle highlights.",
      "body_proportions": "Extremely narrow waist contrasting with wide, rounded hips and a very full, heavy bust. The bust volume is prominent, showing natural gravity and outward projection, with depth significantly exceeding the ribcage. The torso is elongated and toned with visible abdominal definition."
    },
    "attire": "A two-piece black bikini with thin leopard-print trim and side-tie bottoms."
  },
  "pose": {
    "orientation": "Three-quarter side profile, body angled slightly toward the camera while the head is turned away.",
    "arms": "Right arm is raised and resting against a wall; left arm is raised with the hand touching the back of the head, creating an open, arched posture.",
    "torso": "Subtle S-curve spine alignment with a slight back arch and tilted shoulders.",
    "legs": "Standing upright with weight shifted, hips slightly angled to emphasize the curve."
  },
  "environment": {
    "setting": "Indoor hallway or stairwell landing.",
    "background_elements": "Neutral off-white or cream-colored walls, a dark brown or black wooden banister/newel post to the left, and a glimpse of a staircase with light-colored treads.",
    "spatial_depth": "Clear separation between the subject in the foreground and the architectural elements in the mid-ground."
  },
  "camera": {
    "shot_type": "Medium full shot, capturing from the head to the upper thighs.",
    "angle": "Eye-level, straight-on perspective that maintains the three-dimensional volume of the subject.",
    "framing": "Subject-centered with vertical orientation."
  },
  "lighting": {
    "type": "Soft, warm indoor ambient lighting.",
    "direction": "Top-down lighting from recessed ceiling fixtures, creating soft shadows under the jawline, collarbones, and bust.",
    "quality": "Naturalistic, non-studio lighting that emphasizes skin's subsurface scattering and body contours."
  },
  "mood_and_expression": {
    "expression": "Serene, relaxed, and slightly pensive.",
    "gaze": "Directed away from the camera, looking upward and off-frame.",
    "atmosphere": "Candid, intimate, and calm."
  },
  "style_and_realism": {
    "style": "Hyper-realistic photography.",
    "fidelity": "Strict adherence to the reference's physical forms; no aesthetic normalization or airbrushing. Skin must look real with natural imperfections."
  },
  "colors_and_tone": {
    "palette": "Warm neutrals, cream, black, and natural skin tones.",
    "contrast": "Moderate contrast with soft transitions between highlights and shadows.",
    "saturation": "Natural, lifelike saturation levels."
  },
  "quality_and_technical_details": {
    "resolution": "High definition, sharp focus on the subject, slight soft focus on the background.",
    "texture_detail": "High-fidelity rendering of fabric weave, hair strands, and skin micro-texture."
  },
  "aspect_ratio_and_output": {
    "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"
    ]
  }
}