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{
  "image_generation_request": {
    "reference_settings": {
      "use_reference_image": true,
      "instruction": "Strictly preserve the facial features and body proportions of the reference photo."
    },
    "prompt_structure": {
      "subject": {
        "demographics": { "gender": "[female]", "physique": "[fit, toned]", "hair_style": "[long straight black hair]" },
        "apparel": {
          "upper_body": { "item": "[tank top]", "color": "[pink]", "fit": "athletic tight fit" },
          "lower_body": { "item": "[athletic shorts]", "color": "[gray]", "fit": "form-fitting" }
        },
        "pose_and_expression": {
          "body_orientation": "looking back over shoulder",
          "facial_expression": "[slight smile]",
          "action": "standing pose"
        }
      },
      "environment": {
        "setting_type": "[indoor gym]",
        "architectural_details": { "wall_color": "[white with blue accents]", "flooring": "rubber gym mat flooring" },
        "props_and_equipment": ["exercise machines", "gym equipment in soft background"]
      },
      "lighting": { "source": "overhead lighting", "quality": "bright commercial indoor gym lighting" },
      "composition": { "camera_angle": "eye level", "framing": "medium-full shot", "focus": "sharp focus on subject" }
    }
  }
}

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