Gentle Close-Up of a Young Woman

{
  "pipeline_configuration": {
    "job_type": "img2img_transformation",
    "meta_tags": ["macro", "beauty", "soft_focus", "realism"],
    
    "input_reference_handling": {
      "preservation_rules": {
        "facial_identity": {
          "strength": 1.0,
          "instruction": "Strict 100% preservation of facial geometry and features.",
          "technique": "FaceID / IP-Adapter Strong"
        },
        "color_palette": {
          "target": "Hair Color",
          "mode": "inherit_from_source",
          "instruction": "Do not hallucinate new hair color. Map source color to new hair texture."
        }
      }
    },

    "generative_parameters": {
      "subject_definition": {
        "hair_morphology": {
          "length": "Short",
          "texture_type": "Wavy",
          "styling_aesthetic": "Intentionally messy, artfully disheveled",
          "micro_details": "Fine strands falling across forehead and near eyes",
          "color_override": null
        },
        "facial_details": {
          "expression": "Serene, gentle",
          "makeup_style": "Natural, soft-beauty approach",
          "surface_texture": "Ultra-clean skin with visible macro pores"
        }
      },

      "scene_composition": {
        "camera_settings": {
          "proximity": "Extreme Close-Up (Macro)",
          "depth_of_field": "Ultra-shallow",
          "focus_target": "Eyes",
          "lens_character": "Soft beauty lens"
        },
        "foreground_layers": {
          "element": "Hand",
          "state": "Partially blurred",
          "purpose": "Framing effect, adding depth and intimacy"
        },
        "background_layers": {
          "state": "Fully out of focus",
          "visuals": "Pastel, soft tones",
          "bokeh_quality": "Strong, smooth, creamy"
        }
      },

      "lighting_and_atmosphere": {
        "style": "Soft-beauty photography",
        "dynamic_range": "High (HDR)",
        "quality": "Airy, bright, diffused",
        "reflections": {
          "eyes": "Crisp, sharp catchlights",
          "lips": "Soft, natural shine"
        }
      }
    },

    "text_prompts": {
      "weighted_positive": {
        "(Masterpiece, Best Quality, 8k, Macro Photo)": 1.5,
        "Extreme close-up of young woman with serene gentle expression": 1.3,
        "Short wavy messy hair with stray wisps over eyes": 1.2,
        "Hand in foreground partially blurred framing the face": 1.2,
        "Macro skin texture, pores visible, individual hair strands": 1.4,
        "Ultra-sharp eyes with crisp reflections": 1.3,
        "Soft pastel bokeh background": 1.1,
        "Soft diffused lighting, airy aesthetic": 1.0
      },
      "weighted_negative": {
        "alteration of face, new hair color, long hair": 1.5,
        "plastic skin, airbrushed, smooth": 1.4,
        "cartoon, 3d render, illustration": 1.3,
        "deep focus, sharp background, clutter": 1.2,
        "deformed hand, bad anatomy": 1.4
      }
    }
  }
}