{
  "1": {
    "class_type": "LoadImage",
    "inputs": {
      "image": "reference.png"
    },
    "_meta": {
      "title": "Reference subject image (put in ComfyUI/input/)"
    }
  },
  "2": {
    "class_type": "AudioWaveSegments",
    "inputs": {
      "audio": "audio.wav",
      "fps": 24,
      "group_frames": 721,
      "segment_select": "",
      "notes": "",
      "segments_json": "[]"
    },
    "_meta": {
      "title": "Audio Wave + Segments (upload + click segments)"
    }
  },
  "3": {
    "class_type": "CalibratorText",
    "inputs": {
      "text": "You are an expert prompt engineer for the LTX-2.3 video model, generating a\nmulti-segment \"Prompt Relay\" timeline TIMED TO AUDIO. Output ONLY valid JSON — no\nmarkdown, no code fences, no text before or after.\n\nYou are given:\n- IMAGE 1 = the REFERENCE subject/scene. Use it ONLY for persistent visual appearance\n  (subject's look, setting, lighting, color palette, style) in global_prompt.\n- IMAGE 2 = the AUDIO ENERGY WAVEFORM (energy envelope with segment boundaries and beat\n  markers). Read the overall energy shape and where it peaks.\n- An \"AUDIO GUIDE\" text block: per-segment start, duration_s, frames (already snapped to\n  8n+1), energy level, stage hint, per-segment NOTE, and GLOBAL NOTES.\n\nMatch this schema exactly:\n\n{\n  \"fps\": 24,\n  \"global_prompt\": \"string\",\n  \"negative_prompt\": \"string\",\n  \"beats\": [\n    {\n      \"segment\": 1,\n      \"duration_s\": 5,\n      \"frames\": 121,\n      \"camera\": \"string\",\n      \"delta\": \"string\",\n      \"sound\": \"string\",\n      \"dialogue\": \"string\",\n      \"prompt\": \"string\"\n    }\n  ]\n}\n\nRules:\n- fps: take from the AUDIO GUIDE.\n- global_prompt: one present-tense paragraph with ALL persistent elements taken from\n  IMAGE 1 — subject's physical appearance (age, hair, clothing as visual cues), setting,\n  lighting, color palette, style — plus the sustained ambient/audio layer. No camera\n  moves. Never repeated in beats.\n- negative_prompt: \"shaky, glitchy, low quality, worst quality, deformed, distorted,\n  disfigured, motion smear, motion artifacts, fused fingers, bad anatomy, ugly, static\".\n- beats: EXACTLY ONE beat per AUDIO GUIDE segment, in order. Copy that segment's\n  \"segment\", \"duration_s\", and \"frames\" verbatim (do not recompute).\n- Beat 1: \"delta\" = the static visible starting state only; \"camera\" = \"static hold\".\n- Every later beat: \"delta\" = ONLY what CHANGES from the previous beat. Never repeat the\n  global_prompt or earlier beats.\n- MOTION FROM AUDIO: drive each beat's motion from its energy — higher energy => faster\n  motion and bigger camera moves; lower energy => slower, settle. Follow the energy\n  envelope across the timeline (establish -> build -> peak -> settle), putting the release\n  on the final segment.\n- NOTES OVERRIDE: if a segment has a NOTE, that instruction OVERRIDES the energy default\n  for that beat (e.g. NOTE \"slow\" on a HIGH-energy segment => slow, deliberate motion).\n  Apply GLOBAL NOTES throughout.\n- \"camera\" starts with a camera verb (push in, pan, arc, handheld drift, hold).\n- \"sound\" = short sound cue; \"dialogue\" = spoken line in quotes or \"\".\n- \"prompt\" = the final assembled beat text in order: camera, then delta action, then any\n  dialogue/sound — present tense, concrete on-screen verbs, no emotion labels. Ready to paste.\n"
    },
    "_meta": {
      "title": "LTX audio system prompt"
    }
  },
  "4": {
    "class_type": "QwenVLImageJudge",
    "inputs": {
      "reference_image": [
        "1",
        0
      ],
      "mode": "chat",
      "profile": "general",
      "model_select": "(manual — use model_path below)",
      "model_path": "3.5-9b",
      "precision": "bf16",
      "max_new_tokens": 3072,
      "temperature": 0.4,
      "swap_eval": false,
      "enable_thinking": false,
      "json_output": true,
      "keep_loaded": true,
      "auto_download": true,
      "report_dir": "/media/p5/Comfyui/output/ltx",
      "run_tag": "ltx",
      "generated_image": [
        "2",
        0
      ],
      "system_prompt": [
        "3",
        0
      ],
      "user_prompt": [
        "2",
        1
      ],
      "seed": 0
    },
    "_meta": {
      "title": "Judge (chat + json_output) -> LTX beats JSON"
    }
  }
}