{
  "1": {
    "inputs": { "image": "last_frame.png" },
    "class_type": "LoadImage",
    "_meta": { "title": "Handoff Frame" }
  },
  "3": {
    "inputs": {
      "unet_name": "flux-2-klein-base-9b-fp8.safetensors",
      "weight_dtype": "default"
    },
    "class_type": "UNETLoader",
    "_meta": { "title": "Load Flux.2 Klein" }
  },
  "4": {
    "inputs": {
      "clip_name": "qwen_3_8b_fp8mixed.safetensors",
      "type": "flux2",
      "device": "default"
    },
    "class_type": "CLIPLoader",
    "_meta": { "title": "Load CLIP" }
  },
  "5": {
    "inputs": { "vae_name": "full_encoder_small_decoder.safetensors" },
    "class_type": "VAELoader",
    "_meta": { "title": "Load Klein VAE" }
  },
  "6": {
    "inputs": {
      "lora_name": "klein-consistency-V2.safetensors",
      "strength_model": 0.55,
      "strength_clip": 0.55,
      "model": ["3", 0],
      "clip": ["4", 0]
    },
    "class_type": "LoraLoader",
    "_meta": { "title": "Consistency" }
  },
  "7": {
    "inputs": {
      "text": "Preserve the source image, its exact subject, composition, colors and art style. Subtle cleanup of compression artifacts only. Retain fine texture and edges.",
      "clip": ["6", 1]
    },
    "class_type": "CLIPTextEncode",
    "_meta": { "title": "Positive" }
  },
  "8": {
    "inputs": {
      "text": "compression artifacts, blockiness, banding, blur, smear, plastic skin",
      "clip": ["6", 1]
    },
    "class_type": "CLIPTextEncode",
    "_meta": { "title": "Negative" }
  },
  "9": {
    "inputs": {
      "guidance": 1.8,
      "conditioning": ["7", 0]
    },
    "class_type": "FluxGuidance",
    "_meta": { "title": "Flux Guidance" }
  },
  "10": {
    "inputs": {
      "pixels": ["1", 0],
      "vae": ["5", 0]
    },
    "class_type": "VAEEncode",
    "_meta": { "title": "Encode Filtered" }
  },
  "11": {
    "inputs": {
      "conditioning": ["9", 0],
      "latent": ["10", 0]
    },
    "class_type": "ReferenceLatent",
    "_meta": { "title": "Reference +" }
  },
  "12": {
    "inputs": {
      "conditioning": ["8", 0],
      "latent": ["10", 0]
    },
    "class_type": "ReferenceLatent",
    "_meta": { "title": "Reference -" }
  },
  "13": {
    "inputs": { "noise_seed": 1 },
    "class_type": "RandomNoise",
    "_meta": { "title": "Noise" }
  },
  "14": {
    "inputs": { "sampler_name": "euler" },
    "class_type": "KSamplerSelect",
    "_meta": { "title": "Sampler" }
  },
  "15": {
    "inputs": {
      "scheduler": "simple",
      "steps": 14,
      "denoise": 0.18,
      "model": ["6", 0]
    },
    "class_type": "BasicScheduler",
    "_meta": { "title": "Scheduler" }
  },
  "16": {
    "inputs": {
      "cfg": 1,
      "model": ["6", 0],
      "positive": ["11", 0],
      "negative": ["12", 0]
    },
    "class_type": "CFGGuider",
    "_meta": { "title": "CFG 1.0" }
  },
  "17": {
    "inputs": {
      "noise": ["13", 0],
      "guider": ["16", 0],
      "sampler": ["14", 0],
      "sigmas": ["15", 0],
      "latent_image": ["10", 0]
    },
    "class_type": "SamplerCustomAdvanced",
    "_meta": { "title": "Img2Img Cleanup" }
  },
  "18": {
    "inputs": {
      "samples": ["17", 0],
      "vae": ["5", 0]
    },
    "class_type": "VAEDecode",
    "_meta": { "title": "Decode" }
  },
  "19": {
    "inputs": {
      "image1": ["1", 0],
      "image2": ["18", 0],
      "blend_factor": 0.35,
      "blend_mode": "normal"
    },
    "class_type": "ImageBlend",
    "_meta": { "title": "Conservative cleanup blend" }
  },
  "20": {
    "inputs": {
      "filename_prefix": "aigen/extension_refine",
      "images": ["19", 0]
    },
    "class_type": "SaveImage",
    "_meta": { "title": "Save Refined Frame" }
  }
}