The Secret of Beauty Revealed

{
  "subject": {
    "description": "Young woman with tanned skin and blonde balayage hair featuring beach waves.",
    "attire": "A tight-fitting, floor-length red bodycon dress with a deep plunging open back and wide shoulder straps. The fabric is smooth and stretches taut over the body's curves.",
    "physical_features": {
      "body_type": "Fit and curvy physique with defined muscle tone in the back and arms.",
      "hair": "Medium-length blonde hair with dark roots, styled in loose waves, falling over the left shoulder.",
      "skin": "Tanned, smooth texture with natural lighting highlights."
    },
    "accessories": "Minimal jewelry, silver rings on fingers. Holding a smartphone with a black case featuring red cloud patterns (Akatsuki clouds)."
  },
  "pose": {
    "type": "Crouching / Squatting",
    "details": "The subject is in a deep squat position on a white rug, angled away from the mirror surface to show the back of the dress. Her torso is twisted slightly to the left. Her head is turned over her left shoulder, looking directly into the mirror/camera. Her right hand is raised holding the phone to take the photo. Her left arm rests on her left thigh/knee. The pose accentuates the curvature of the spine and hips."
  },
  "environment": {
    "setting": "Bedroom interior.",
    "background_elements": [
      "White bi-fold closet doors with panel detailing.",
      "White shag area rug on the floor.",
      "Corner of a bed with white linens visible on the left.",
      "Partial view of a window on the right side, letting in natural light."
    ]
  },
  "camera": {
    "shot_type": "Mirror Selfie",
    "perspective": "Reflected view through a vertical mirror. The phone camera is positioned at eye level relative to the crouching subject.",
    "focal_length": "26mm equivalent (smartphone main camera)",
    "depth_of_field": "Moderate deep focus, keeping both the subject and immediate bedroom background sharp."
  },
  "lighting": {
    "source": "Natural daylight entering from a window on the right side.",
    "quality": "Soft, diffused lighting creating gentle highlights on the right shoulder, arm, and face, while casting soft shadows on the left side of the back and the floor.",
    "shadows": "Natural, soft contact shadows beneath the crouching figure on the rug."
  },
  "mood_and_expression": {
    "mood": "Casual, confident, social media snapshot.",
    "expression": "Focused gaze directed at the phone screen/mirror reflection, lips neutral or slightly parted."
  },
  "style_and_realism": {
    "style": "Photorealistic amateur photography, influencer aesthetic.",
    "render_type": "Raw photo styling, high fidelity textures.",
    "details": "Preserve the texture of the shag rug, the fabric weave of the red dress, and the skin pores."
  },
  "colors_and_tone": {
    "palette": "Dominant red (dress), white (room elements), and warm tan (skin).",
    "white_balance": "Natural daylight balanced, slightly warm.",
    "contrast": "Medium contrast with clear separation between the red subject and white background."
  },
  "quality_and_technical_details": {
    "resolution": "High definition",
    "noise": "Low ISO, minimal grain.",
    "sharpness": "High sharpness on the subject, natural falloff."
  },
  "aspect_ratio_and_output": {
    "ratio": "3:4",
    "orientation": "Portrait"
  },
  "controlnet": {
    "pose_control": {
      "model_type": "DWPose",
      "purpose": "Exact skeletal and pose lock",
      "constraints": [
        "preserve squatting posture",
        "preserve head turn angle",
        "preserve phone holding hand position",
        "preserve back arch"
      ],
      "recommended_weight": 1
    },
    "depth_control": {
      "model_type": "ZoeDepth",
      "purpose": "Depth, volume, and camera-to-body spatial lock",
      "constraints": [
        "preserve crouching volume",
        "maintain separation between subject and closet doors",
        "ensure rug texture depth"
      ],
      "recommended_weight": 0.8
    }
  },
  "negative_prompt": {
    "forbidden_elements": [
      "standing pose",
      "view from front",
      "anatomy normalization",
      "body proportion averaging",
      "reduced curves",
      "flattened glutes",
      "slimmed torso",
      "aesthetic proportion correction",
      "beauty standard enforcement",
      "camera angles that reduce volume",
      "wide-angle distortion not in reference",
      "cropping that removes volume",
      "depth flattening",
      "beautification filters",
      "skin smoothing",
      "plastic skin",
      "airbrushed texture",
      "stylized realism",
      "editorial fashion proportions"
    ]
  }
}