Spidergirl in Cosplay: A Bold Statement

{
  "subject": {
    "description": "Young woman with fair, pale skin.",
    "attire": {
      "outfit": "Full-body tight spandex cosplay bodysuit in a Spider-Man design. The suit features a deep red center panel on the torso and mask area with a black web pattern, and dark navy blue panels on the sides, arms, and legs. The fabric has a subtle sheen and visible texture.",
      "accessories": "A silver septum piercing hoop in the nose.",
      "fit": "The suit fits extremely tightly, conforming like a second skin to the body's contours."
    },
    "anatomy_constraints": {
      "body_type": "Voluptuous hourglass figure with a very distinct waist-to-hip ratio.",
      "bust_details": "Bust volume is prominent and heavy, significantly above average size. The chest mass projects forward and outward, creating tension in the fabric of the bodysuit. The shape is natural and affected by gravity, not defying physics. The red pattern of the suit stretches over the volume.",
      "skin_texture": "Realistic skin texture visible on exposed areas, with natural pores and subtle freckles. Soft matte finish."
    }
  },
  "pose": {
    "orientation": "Standing facing the camera directly.",
    "body_angle": "Torso is square to the camera, hips are shifted noticeably to the viewer's right (subject's left), creating a curve in the silhouette.",
    "limbs": {
      "left_arm": "Raised straight up, bent at the elbow, with the hand reaching behind the head/neck area.",
      "right_arm": "Extended downwards, slightly bent, with the hand resting gently on the upper right thigh.",
      "head": "Tilted slightly to the viewer's left, chin down slightly.",
      "gaze": "Directed toward the camera."
    }
  },
  "environment": {
    "setting": "Simple, bright indoor room.",
    "elements": {
      "walls": "Plain white walls.",
      "window_treatment": "White sheer curtains hanging vertically on the left side of the frame.",
      "floor": "Light brown wooden laminate or parquet flooring."
    },
    "context": "Minimalist bedroom or living space, natural daylight setting."
  },
  "camera": {
    "shot_type": "Medium shot, framing from the mid-thighs up to just above the head.",
    "angle": "Eye-level.",
    "focal_length": "50mm to 85mm portrait lens.",
    "depth_of_field": "Subject is in sharp focus. The background wall and curtains are slightly out of focus but clearly discernible."
  },
  "lighting": {
    "source": "Large window light source from the left.",
    "quality": "Soft, diffused daylight.",
    "direction": "Side-lit from the left, creating brighter highlights on the right side of the subject's body (viewer's left) and soft, gradual shadows on the opposite side.",
    "shadows": "Gentle modeling shadows on the neck, right side of the torso, and inner thighs."
  },
  "mood_and_expression": {
    "emotion": "Confident, relaxed."
  },
  "style_and_realism": {
    "aesthetic": "High-quality cosplay photography, photorealistic.",
    "fidelity": "Raw photograph style. No painterly effects. Fabric texture of the spandex must be visible (weave/sheen). Skin texture must look organic.",
    "processing": "Natural contrast, no heavy HDR or filters."
  },
  "colors_and_tone": {
    "palette": "Primary colors of the suit (deep red, navy blue) contrasting with the clean white background.",
    "white_balance": "Neutral to slightly cool daylight.",
    "saturation": "Natural, true-to-life colors."
  },
  "quality_and_technical_details": {
    "resolution": "8k, ultra-high resolution.",
    "sharpness": "High sharpness on the subject and suit texture.",
    "noise": "Low ISO, clean image."
  },
  "aspect_ratio_and_output": {
    "ratio": "3:4",
    "orientation": "Vertical portrait."
  },
  "controlnet": {
    "pose_control": {
      "model_type": "OpenPose",
      "purpose": "Exact skeletal and pose lock",
      "constraints": [
        "preserve raised left arm",
        "preserve hip sway",
        "preserve hand placement on thigh",
        "preserve head tilt"
      ],
      "recommended_weight": 1
    },
    "depth_control": {
      "model_type": "MiDaS",
      "purpose": "Depth, volume, and camera-to-body spatial lock",
      "constraints": [
        "preserve bust projection and volume",
        "maintain distinct separation of arm from head",
        "preserve hourglass silhouette"
      ],
      "recommended_weight": 0.85
    }
  },
  "negative_prompt": {
    "forbidden_elements": [
      "anatomy normalization",
      "body proportion averaging",
      "smaller bust than reference",
      "reduced chest volume",
      "flattened chest",
      "athletic flat chest",
      "plastic skin",
      "airbrushed texture",
      "cartoonish rendering",
      "3D render",
      "drawing",
      "sketch",
      "deformed hands",
      "bad fingers",
      "clipping",
      "floating limbs",
      "harsh lighting",
      "low resolution",
      "blur",
      "makeup heavy",
      "filter"
    ]
  },
  "add_ons": {
    "face_and_hair_reference": "Use this reference image as the sole authority for facial identity and hair appearance. Match facial structure, expression characteristics, skin features, hair color, hair texture, density, length, and styling exactly as shown in the reference.",
    "override_rule": "All face and hair generation decisions must be derived exclusively from the reference image. Do not infer, average, beautify, normalize, stylize, or reinterpret any facial or hair features.",
    "priority": "Reference image strictly overrides all default model behavior related to face and hair.",
    "consistency": "Maintain identical facial identity and hair appearance across all generations, seeds, and variations.",
    "weighting_hint": "Apply very high reference strength for face and hair while keeping pose, anatomy, lighting, camera, and environment locked to the prompt."
  }
}