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    "prompt": "subject_definitions:\n<Subject 1> is the {WOMAN/MAN} shown in <Picture 1> and <Picture 2>: {AGE, HAIR, SKIN, EYES, EYEBROWS, DISTINCTIVE MARKS}, wearing {CLOTHES}; {WHAT ISN'T THERE, e.g. \"no headwear\"}.\n<Subject 2> is the {PLACE} from <Video 1>, with the source's light: {ONLY WHAT IS VISIBLE IN THIS SHOT; THE LIGHT'S DIRECTION AND HOW DIM}.\n<Subject 3> is {EACH PERSON WHO STAYS, BY POSITION, HAIR AND CLOTHES}, exactly as in the source.\n<Video 1> is the source shot to edit; the person to recast is hidden under a flat grey shape, and <Subject 1> stands exactly where that shape is, with its posture and movement. Recast only {WHO} as <Subject 1>.\n<Audio 1> is the synchronized original soundtrack of <Video 1>, including the exact spoken words, pauses, breaths and room tone.\n\nsummary:\n[video editing + reference generation + audio reuse] The target video is an edited version of <Video 1>. Replace only {WHO}'s visible identity with <Subject 1>, retaining the original framing, lighting, camera movement, performance and the precise timing of every word.\n\nretention_analysis:\n<Subject 1>: fully_preserved identity from the pictures: {face, hair, outfit}, adapted to the source's {LIGHTING}.\n<Subject 2>: fully_preserved scene geometry, practical lights, exposure and camera.\n<Subject 3>: fully_preserved face, hair, clothes and motion from the source.\n<Video 1>: partially_preserved; retain the {head and shoulder movement, glances, gestures} and timing; replace only {WHO}'s appearance. Its lips and jaw follow the original waveform.\n<Audio 1>: fully_copy the complete original soundtrack one-to-one with identical word timing, pauses and ambience.\n\ndetailed_description:\nRealistic {YEAR} live-action television footage, lit by {THE SOURCE'S LIGHT IN PERIOD TERMS, e.g. \"dim firelight from the left, deep shadows\"}, matching the source exposure throughout.\n[Shot 1] <Subject 1> {framing, pose, mood}; {SPEAKING OR SILENT; EXPRESSION; WHAT COVERS THE FACE, IF ANYTHING}. From {T1} to {T2} seconds <Subject 1> (S1), in the source speaker's {voice description}, says <d>[English]{EXACT LINE 1}</d> Its lips and jaw follow the original waveform. From {T3} to {T4} seconds {SPEAKER}, off screen, says <d>[English]{EXACT LINE 2}</d>\nThe source has {N} frames. After them, hold the last pose until the end of the clip; those frames are discarded.\n\noverall_soundscape:\nCopy the original room tone, breathing and words exactly from <Audio 1>.\n\nnon_diegetic_music:\n{N/A if the shot has no music; otherwise: Copy the music already in <Audio 1>.}\n",
    "width": 768,
    "height": 576,
    "length": 124,
    "ref_image_size": "match"
   }
  },
  {
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   "type": "LoadImage",
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   "size": [
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   "flags": {},
   "order": 6,
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      "name": "image"
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     "link": null
    },
    {
     "localized_name": "choose file to upload",
     "name": "upload",
     "type": "IMAGEUPLOAD",
     "widget": {
      "name": "upload"
     },
     "link": null
    }
   ],
   "outputs": [
    {
     "localized_name": "IMAGE",
     "name": "IMAGE",
     "type": "IMAGE",
     "links": [
      57
     ]
    },
    {
     "localized_name": "MASK",
     "name": "MASK",
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   ],
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    "Node name for S&R": "LoadImage"
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   "widgets_values": [
    "character_reference_1.png",
    "image"
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    "upload": "image"
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  },
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   "size": [
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   "flags": {},
   "order": 7,
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   "inputs": [
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    {
     "localized_name": "choose file to upload",
     "name": "upload",
     "type": "IMAGEUPLOAD",
     "widget": {
      "name": "upload"
     },
     "link": null
    }
   ],
   "outputs": [
    {
     "localized_name": "IMAGE",
     "name": "IMAGE",
     "type": "IMAGE",
     "links": [
      58
     ]
    },
    {
     "localized_name": "MASK",
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    }
   ],
   "properties": {
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   "widgets_values": [
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  },
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    {
     "localized_name": "choose file to upload",
     "name": "upload",
     "type": "IMAGEUPLOAD",
     "widget": {
      "name": "upload"
     },
     "link": null
    }
   ],
   "outputs": [
    {
     "localized_name": "VIDEO",
     "name": "VIDEO",
     "type": "VIDEO",
     "links": [
      61
     ]
    }
   ],
   "properties": {
    "Node name for S&R": "LoadVideo"
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    "image"
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    "upload": "image"
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  },
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   "id": 151,
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   "flags": {},
   "order": 11,
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   "inputs": [
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     "localized_name": "video",
     "name": "video",
     "type": "VIDEO",
     "link": 61
    }
   ],
   "outputs": [
    {
     "localized_name": "images",
     "name": "images",
     "type": "IMAGE",
     "links": [
      70,
      74
     ]
    },
    {
     "localized_name": "audio",
     "name": "audio",
     "type": "AUDIO",
     "links": [
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      93
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    },
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    },
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    },
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   "size": [
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   "flags": {},
   "order": 10,
   "mode": 0,
   "inputs": [
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     "localized_name": "model",
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     "link": 62
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    {
     "localized_name": "lora_name",
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     "widget": {
      "name": "lora_name"
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     "localized_name": "strength_model",
     "name": "strength_model",
     "type": "FLOAT",
     "widget": {
      "name": "strength_model"
     },
     "link": null
    }
   ],
   "outputs": [
    {
     "localized_name": "MODEL",
     "name": "MODEL",
     "type": "MODEL",
     "links": [
      44,
      50
     ]
    }
   ],
   "properties": {
    "Node name for S&R": "LoraLoaderModelOnly"
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   "widgets_values": [
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   "widgets_values_named": {
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    "strength_model": 1
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  },
  {
   "id": 161,
   "type": "MiniMaxH3AddGuide",
   "pos": [
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   "size": [
    274.640234375,
    158
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   "flags": {},
   "order": 20,
   "mode": 0,
   "inputs": [
    {
     "localized_name": "positive",
     "name": "positive",
     "type": "CONDITIONING",
     "link": 63
    },
    {
     "localized_name": "latent",
     "name": "latent",
     "type": "LATENT",
     "link": 64
    },
    {
     "localized_name": "vae",
     "name": "vae",
     "shape": 7,
     "type": "VAE",
     "link": null
    },
    {
     "localized_name": "audio_vae",
     "name": "audio_vae",
     "shape": 7,
     "type": "VAE",
     "link": 65
    },
    {
     "localized_name": "image",
     "name": "image",
     "shape": 7,
     "type": "IMAGE",
     "link": null
    },
    {
     "localized_name": "audio",
     "name": "audio",
     "shape": 7,
     "type": "AUDIO",
     "link": 66
    },
    {
     "localized_name": "frame_idx",
     "name": "frame_idx",
     "type": "INT",
     "widget": {
      "name": "frame_idx"
     },
     "link": null
    }
   ],
   "outputs": [
    {
     "localized_name": "positive",
     "name": "positive",
     "type": "CONDITIONING",
     "links": [
      51
     ]
    }
   ],
   "properties": {
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   "widgets_values": [
    0
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   "widgets_values_named": {
    "frame_idx": 0
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  },
  {
   "id": 171,
   "type": "LoadVideo",
   "pos": [
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    2030
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   "size": [
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   "flags": {},
   "order": 9,
   "mode": 0,
   "inputs": [
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     "localized_name": "file",
     "name": "file",
     "type": "COMBO",
     "widget": {
      "name": "file"
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     "link": null
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    {
     "localized_name": "choose file to upload",
     "name": "upload",
     "type": "IMAGEUPLOAD",
     "widget": {
      "name": "upload"
     },
     "link": null
    }
   ],
   "outputs": [
    {
     "localized_name": "VIDEO",
     "name": "VIDEO",
     "type": "VIDEO",
     "links": [
      67
     ]
    }
   ],
   "title": "Mask video of the person to replace (white = grey them out in the reference; same length as the source shot)",
   "properties": {
    "Node name for S&R": "LoadVideo"
   },
   "widgets_values": [
    "replace_mask.mp4",
    "image"
   ],
   "widgets_values_named": {
    "file": "replace_mask.mp4",
    "upload": "image"
   }
  },
  {
   "id": 172,
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   "size": [
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   "flags": {},
   "order": 12,
   "mode": 0,
   "inputs": [
    {
     "localized_name": "video",
     "name": "video",
     "type": "VIDEO",
     "link": 67
    }
   ],
   "outputs": [
    {
     "localized_name": "images",
     "name": "images",
     "type": "IMAGE",
     "links": [
      68
     ]
    },
    {
     "localized_name": "audio",
     "name": "audio",
     "type": "AUDIO",
     "links": null
    },
    {
     "localized_name": "fps",
     "name": "fps",
     "type": "FLOAT",
     "links": null
    },
    {
     "localized_name": "bit_depth",
     "name": "bit_depth",
     "type": "COMBO",
     "links": null
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    {
     "localized_name": "color_space",
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     "links": null
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   ],
   "properties": {
    "Node name for S&R": "GetVideoComponents"
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  },
  {
   "id": 173,
   "type": "ImageToMask",
   "pos": [
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    562
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   "size": [
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    58
   ],
   "flags": {},
   "order": 15,
   "mode": 0,
   "inputs": [
    {
     "localized_name": "image",
     "name": "image",
     "type": "IMAGE",
     "link": 68
    },
    {
     "localized_name": "channel",
     "name": "channel",
     "type": "COMBO",
     "widget": {
      "name": "channel"
     },
     "link": null
    }
   ],
   "outputs": [
    {
     "localized_name": "MASK",
     "name": "MASK",
     "type": "MASK",
     "links": [
      69
     ]
    }
   ],
   "title": "Mask (white = grey out)",
   "properties": {
    "Node name for S&R": "ImageToMask"
   },
   "widgets_values": [
    "red"
   ],
   "widgets_values_named": {
    "channel": "red"
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  },
  {
   "id": 174,
   "type": "ThresholdMask",
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   "size": [
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   "flags": {},
   "order": 17,
   "mode": 0,
   "inputs": [
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     "type": "MASK",
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    },
    {
     "localized_name": "value",
     "name": "value",
     "type": "FLOAT",
     "widget": {
      "name": "value"
     },
     "link": null
    }
   ],
   "outputs": [
    {
     "localized_name": "MASK",
     "name": "MASK",
     "type": "MASK",
     "links": [
      76
     ]
    }
   ],
   "title": "Binarise (video compression blurs the mask)",
   "properties": {
    "Node name for S&R": "ThresholdMask"
   },
   "widgets_values": [
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   "widgets_values_named": {
    "value": 0.5
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  },
  {
   "id": 175,
   "type": "GetImageSize",
   "pos": [
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   "size": [
    140,
    66
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   "flags": {},
   "order": 14,
   "mode": 0,
   "inputs": [
    {
     "localized_name": "image",
     "name": "image",
     "type": "IMAGE",
     "link": 70
    }
   ],
   "outputs": [
    {
     "localized_name": "width",
     "name": "width",
     "type": "INT",
     "links": [
      71
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    },
    {
     "localized_name": "height",
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    {
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     "links": [
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      77,
      80,
      87
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    }
   ],
   "properties": {
    "Node name for S&R": "GetImageSize"
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  },
  {
   "id": 176,
   "type": "EmptyImage",
   "pos": [
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   "size": [
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   "flags": {},
   "order": 16,
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     "type": "INT",
     "widget": {
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     "link": 71
    },
    {
     "localized_name": "height",
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     "type": "INT",
     "widget": {
      "name": "height"
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     "link": 72
    },
    {
     "localized_name": "batch_size",
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     "widget": {
      "name": "batch_size"
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     "link": 73
    },
    {
     "localized_name": "color",
     "name": "color",
     "type": "INT",
     "widget": {
      "name": "color"
     },
     "link": null
    }
   ],
   "outputs": [
    {
     "localized_name": "IMAGE",
     "name": "IMAGE",
     "type": "IMAGE",
     "links": [
      75
     ]
    }
   ],
   "title": "Flat grey",
   "properties": {
    "Node name for S&R": "EmptyImage"
   },
   "widgets_values": [
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    512,
    1,
    8421504
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   "widgets_values_named": {
    "width": 512,
    "height": 512,
    "batch_size": 1,
    "color": 8421504
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  },
  {
   "id": 177,
   "type": "ImageCompositeMasked",
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   "size": [
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   "flags": {},
   "order": 18,
   "mode": 0,
   "inputs": [
    {
     "localized_name": "destination",
     "name": "destination",
     "type": "IMAGE",
     "link": 74
    },
    {
     "localized_name": "source",
     "name": "source",
     "type": "IMAGE",
     "link": 75
    },
    {
     "localized_name": "mask",
     "name": "mask",
     "shape": 7,
     "type": "MASK",
     "link": 76
    },
    {
     "localized_name": "x",
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     "type": "INT",
     "widget": {
      "name": "x"
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    {
     "localized_name": "y",
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     "widget": {
      "name": "y"
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    {
     "localized_name": "resize_source",
     "name": "resize_source",
     "type": "BOOLEAN",
     "widget": {
      "name": "resize_source"
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     "link": null
    }
   ],
   "outputs": [
    {
     "localized_name": "IMAGE",
     "name": "IMAGE",
     "type": "IMAGE",
     "links": [
      78,
      83
     ]
    }
   ],
   "title": "Reference with the element greyed out (the output is still generated in full; nothing is pasted back)",
   "properties": {
    "Node name for S&R": "ImageCompositeMasked"
   },
   "widgets_values": [
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   ],
   "widgets_values_named": {
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  },
  {
   "id": 178,
   "type": "Note",
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   "size": [
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   ],
   "flags": {},
   "order": 0,
   "mode": 0,
   "inputs": [],
   "outputs": [],
   "title": "Seamless Scene: how to use this workflow",
   "properties": {},
   "widgets_values": [
    "Seamless Scene, Production v4: the standard full-frame route.\n1. Load your shot (with its sound) in 150, the white mask of the person to recast in 171, and Pictures 1 and 2 in 137 and 139.\n2. Paste your filled-in prompt into 136. Leave length and the frame rate alone: the workflow pads the reference to the model's 5 + 17k grid by repeating your last frame, generates at least 124 frames, and saves at your shot's own frame rate with your shot's original sound.\n3. The person is greyed out in the reference video only; the output is generated in full and used directly. Nothing is pasted back.\n4. Trim the result back to your shot's frame count with the finish workflow and judge only those frames."
   ],
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   "bgcolor": "#653"
  },
  {
   "id": 201,
   "type": "ComfyMathExpression",
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     "links": []
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    {
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     "links": [
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   "properties": {
    "Node name for S&R": "ComfyMathExpression"
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   "widgets_values": [
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   "title": "Last actual frame index"
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  {
   "id": 202,
   "type": "ImageFromBatch",
   "pos": [
    1940,
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   ],
   "size": [
    350,
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   "flags": {},
   "order": 28,
   "mode": 0,
   "inputs": [
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    {
     "name": "length",
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     "link": null,
     "widget": {
      "name": "length"
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   "outputs": [
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     ]
    }
   ],
   "properties": {
    "Node name for S&R": "ImageFromBatch"
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   "widgets_values": [
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   "title": "Extract the last actual reference frame"
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