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{
  "task_configuration": {
    "type": "GENERATE",
    "sub_type": "commercial_lifestyle_photograph",
    "reference_logic": "STRICT_GARMENT_PRESERVATION",
    "aesthetic": "high_end_fashion_campaign",
    "output_format": "high_resolution_photograph"
  },
  "subject_definition": {
    "identity": {
      "demographic": "white American female model",
      "physique": "fit",
      "appearance": "beautiful, realistic"
    },
    "skin_and_features": {
      "texture": "realistic human skin, visible pores, light blemishes",
      "details": ["soft expression lines", "light freckles", "natural skin highlights"],
      "makeup": "natural or bare skin look",
      "avoid": ["smoothing", "artificial appearance"]
    },
    "attire_constraints": {
      "source": "input_reference_image_clothing",
      "preservation_rules": [
        "exact color match",
        "exact fabric texture",
        "exact stitching details",
        "exact fit and silhouette"
      ],
      "modification_permission": "NONE"
    },
    "pose": {
      "stance": "standing naturally, full body visible",
      "orientation": "facing camera or slight angle",
      "intent": "showcase clothing fit and style"
    }
  },
  "environment_definition": {
    "location": "{argument name=\"location\" default=\"cinematic outdoor setting\"}",
    "contextual_logic": "complementary to clothing style (e.g., upscale urban street, stylish park, coastal path)",
    "atmosphere": "natural, elevated, real world",
    "elements": ["clean architecture", "natural foliage", "textured ground"]
  },
  "composition_and_layout": {
    "framing_principles": [
      "commercial fashion photography standards",
      "grid alignment",
      "golden ratio composition",
      "product-centered focus"
    ],
    "shot_scale": "full body photograph",
    "margins": {
      "top": "generous margin above head for cropping/text",
      "sides": "clear margin",
      "bottom": "clear margin below feet"
    }
  },
  "lighting_and_optics": {
    "source": "natural daylight",
    "quality": "soft, diffused sunlight or light shade",
    "characteristics": ["clean shadows", "warm undertones", "realistic facial contouring"],
    "focus": "sharp focus on model and garment",
    "depth_of_field": "shallow to medium, slightly blurred background"
  },
  "material_and_texture": {
    "skin_rendering": "photorealistic, raw texture",
    "garment_rendering": "high fidelity to reference material properties",
    "environment_rendering": "realistic outdoor textures"
  }
}