Lifestyle Product Integration Prompt for Nano Banana Pro

{
  "task_configuration": {
    "type": "GENERATE",
    "sub_type": "lifestyle_product_integration",
    "reference_logic": "STRICT_PRODUCT_PRESERVATION",
    "aesthetic": "cinematic_editorial_photograph"
  },
  "subject_definition": {
    "model": {
      "demographic": "white American female",
      "appearance": "beautiful",
      "visibility": "full_body_standing, face and hair clearly visible and in focus"
    },
    "garment_constraints": {
      "source": "input_reference_image_product",
      "preservation_rules": [
        "exact_design_and_silhouette",
        "exact_fabric_texture_and_weight",
        "exact_color_and_pattern",
        "exact_stitching_and_details"
      ],
      "modification_permission": "NONE"
    },
    "pose": {
      "style": "natural_lifestyle",
      "orientation": "facing_camera_or_slight_angle_to_reveal_product"
    }
  },
  "environment_definition": {
    "location": "outdoor_setting",
    "contextual_logic": "environment_must_thematically_complement_clothing_style_from_reference",
    "realism": "photorealistic_location",
    "atmosphere": "natural_daylight_environment"
  },
  "composition_and_layout": {
    "framing_principles": ["golden_ratio_composition", "cinematic_grid_alignment"],
    "shot_scale": "wide_full_body_shot",
    "margins": {
      "top_margin": "significant_headroom_above_model_hair_for_editing",
      "side_margins": "balanced_negative_space"
    },
    "depth": "shallow_depth_of_field_with_bokeh_background"
  },
  "lighting_and_optics": {
    "quality": "cinematic_outdoor_light",
    "source": "natural_sunlight (golden_hour_or_diffused)",
    "shadows": "soft, defining shadows creating depth",
    "lens_characteristics": "high_quality_prime_lens_look"
  },
  "material_and_texture": {
    "product_rendering": "high_fidelity_texture_match_to_reference",
    "skin_rendering": "natural_photorealistic_skin_texture"
  },
  "constraints_and_prohibitions": {
    "must_not_alter": ["product_identity", "product_details"],
    "must_not_crop": ["model_head", "model_feet", "top_of_hair"],
    "must_not_use": ["studio_background", "flat_lighting", "distorted_perspective"]
  }
}