Chic Confidence on the Stairs

{
  "subject": {
    "description": "Young woman with tanned skin and long, wavy blonde balayage hair falling over shoulders.",
    "clothing": {
      "outfit": "Tight-fitting black romper or playsuit with thin spaghetti straps, form-fitting fabric accentuating the figure.",
      "footwear": "Black high-heeled patent leather sandals with distinct structural metallic heels (resembling YSL Opyum heels) featuring a logo design as the heel support.",
      "accessories": "Small black shoulder bag tucked under the left arm, thin gold bracelet on left wrist, rings on fingers."
    },
    "hair": "Rooted blonde, wavy texture, mid-back length, parting slightly off-center.",
    "anatomy_and_proportions": {
      "body_type": "Fit, athletic, and curvy physique.",
      "features": "Prominent gluteal definition due to rear angle pose, toned legs, natural skin texture with visible tan lines or lighting gradients. Side profile of chest visible, maintaining natural volume and gravity as per reference."
    }
  },
  "pose": {
    "orientation": "Standing, rear 3/4 view, body angled away from the camera.",
    "head_position": "Head turned over the left shoulder, looking directly back at the camera.",
    "limbs": {
      "legs": "Standing straight with weight slightly shifted, legs elongated by heels.",
      "arms": "Left arm relaxed by side holding the bag, right arm slightly obscured but visible."
    },
    "posture": "Upright spine with a natural arch, engaging the lower back and glutes."
  },
  "environment": {
    "location": "Modern indoor staircase.",
    "elements": [
      "Grey stone or tiled steps with integrated LED strip lighting under the nosing of each step.",
      "Glass balustrade railing with metal handrail on the left.",
      "Dark, possibly black marble or panelled walls.",
      "Door on the right background with a silver sign reading 'FIRE HOSE REEL / FIRE HYDRANT'."
    ],
    "ambiance": "Upscale, modern, architectural interior, nightlife or hotel setting."
  },
  "camera": {
    "shot_type": "Full body shot, vertical framing.",
    "angle": "Low angle, shooting slightly upwards from lower on the stairs.",
    "perspective": "Three-point perspective emphasized by the stair lines.",
    "depth_of_field": "Subject sharply in focus, background slightly preserved but depth cues provided by the stairs."
  },
  "lighting": {
    "type": "Mixed artificial indoor lighting.",
    "sources": [
      "Cool white LED strips illuminating the stair risers, creating horizontal lines of light.",
      "Overhead ambient lighting creating highlights on the hair and shoulders.",
      "Soft fill light on the face and body."
    ],
    "quality": "Contrast between the bright stair lights and the darker environment, reflective highlights on the patent leather shoes and glass railing."
  },
  "mood_and_expression": {
    "expression": "Neutral, confident, slightly alluring gaze.",
    "mood": "Chic, sophisticated, evening aesthetic."
  },
  "style_and_realism": {
    "style": "Photorealistic, high-end social media influencer aesthetic.",
    "fidelity": "Raw, unpolished texture simulation, preserving anatomical accuracy and fabric tension."
  },
  "colors_and_tone": {
    "palette": "Dominant blacks (outfit, walls), greys (stairs), cool whites (lights), and warm tanned skin tones.",
    "contrast": "High contrast due to the strip lighting against dark surroundings."
  },
  "quality_and_technical_details": {
    "resolution": "High definition.",
    "texture_focus": "Skin pores, fabric weave, glossy patent leather, glass reflections."
  },
  "aspect_ratio_and_output": "3:4",
  "controlnet": {
    "pose_control": {
      "model_type": "OpenPose",
      "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": "MiDaS",
      "purpose": "Depth, volume, and camera-to-body spatial lock",
      "constraints": [
        "preserve glute and leg volume relative to background",
        "maintain distinct separation between subject and stair risers",
        "prevent flat or compressed depth"
      ],
      "recommended_weight": 0.8
    }
  },
  "negative_prompt": {
    "forbidden_elements": [
      "anatomy normalization",
      "body proportion averaging",
      "flattened glutes",
      "reduced muscle definition",
      "slimmed thighs",
      "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 feet or head",
      "mirror selfies",
      "phone-in-hand selfies",
      "reflections in mirrors",
      "beautification filters",
      "skin smoothing",
      "plastic skin",
      "airbrushed texture",
      "stylized realism",
      "cartoonish rendering",
      "daylight",
      "sunlight",
      "outdoor setting"
    ]
  }
}