Close-up of a young woman with gentle expression

{
  "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
      }
    }
  }
}

{
"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
}
}
}