IAMCCS-nodes

IAMCCS_ApplyLoRAHooksToConditioning

Apply LoRA schedule to MODEL (add_patches style, not hooks) and pass through conditioning. Uses comfy.sd.load_lora_for_models — identical to the LoRA Loader node in ComfyUI core. This avoids the per-step hook weight patching that causes ~15 min stalls on 14B offloaded models. The MODEL output should go to the KSampler model input; positive/negative are passed through unchanged.

IAMCCS/LoRA · entradas 4 · parâmetros 0 · saídas 4

IAMCCS_ApplyScheduledWanLoRAFromConditioning

Resolve generation index from conditioning metadata, then apply scheduled WAN LoRAs. This avoids wiring easy forLoopStart.index into the MODEL branch entirely. The effective generation index comes from conditioning metadata emitted by IAMCCS_WanIndexedPromptEncode and therefore stays synchronized with the prompt/segment that actually reaches the sampler.

IAMCCS/LoRA · entradas 3 · parâmetros 0 · saídas 6

IAMCCS_AudioBoardArranger

DAW-style audio lane arranger that writes Shotboard V3 audioSegments through cine_linx.

IAMCCS/Cine/Audio · entrada 1 · parâmetros 3 · saídas 3

IAMCCS_AudioBoardDirectShotboardAdapter

Make a direct AudioBoard branch obey the Shotboard duration contract. This node is intentionally a boundary adapter. It does not change the V3 planner or the multigeneration router, and it bypasses itself when a multitimeline TakePackage is already present.

IAMCCS/Cine/Audio · entrada 1 · parâmetros 4 · saídas 2

IAMCCS_AudioBoardMixer

Extended AudioBoard mixer surface synchronized through cine_linx.

IAMCCS/Cine/Audio · entrada 1 · parâmetros 2 · saídas 3

IAMCCS_AudioExtender

Descrição compacta indisponível para este nó.

IAMCCS/Audio · entrada 1 · parâmetros 16 · saídas 9

IAMCCS_AudioExtensionMath

Descrição compacta indisponível para este nó.

IAMCCS/Audio · entrada 1 · parâmetros 7 · saídas 10

IAMCCS_AudioNormalizeForLTX

Descrição compacta indisponível para este nó.

IAMCCS/V2V · entrada 1 · parâmetro 1 · saídas 2

IAMCCS_AudioPhaseLazyGate

Lazy CineLinx/audio phase gate for splitting large IAMCCS audio workflows into explicit stages.

IAMCCS/Audio Tools · entradas 2 · parâmetros 2 · saídas 4

IAMCCS_AudioSegmentAutoPlanner

Descrição compacta indisponível para este nó.

IAMCCS/LTX 2 · entrada 1 · parâmetros 6 · saídas 13

IAMCCS_AudioTimelineAssembler

Descrição compacta indisponível para este nó.

IAMCCS/Audio · entradas 2 · parâmetros 7 · saídas 5

IAMCCS_AudioTimelineGate

Descrição compacta indisponível para este nó.

IAMCCS/Audio · entradas 0 · parâmetros 6 · saídas 5

IAMCCS_AUIMG2VID_AudioTimeline

Descrição compacta indisponível para este nó.

IAMCCS_AUIMG2VID_Continuity

Descrição compacta indisponível para este nó.

IAMCCS_AUIMG2VID_DiskExtension

Descrição compacta indisponível para este nó.

IAMCCS_AUIMG2VID_Finalize

Descrição compacta indisponível para este nó.

IAMCCS_AUIMG2VID_KeyframeTimeline

Descrição compacta indisponível para este nó.

IAMCCS_AUIMG2VID_Planner

Descrição compacta indisponível para este nó.

IAMCCS_AUIMG2VID_ProjectTimelinePlanner

Descrição compacta indisponível para este nó.

IAMCCS_AUIMG2VID_ReanchorLatent

Descrição compacta indisponível para este nó.

IAMCCS_AUIMG2VID_RefreshPolicy

Descrição compacta indisponível para este nó.

IAMCCS_AUIMG2VID_RuntimeBridge

Descrição compacta indisponível para este nó.

IAMCCS_AutoLinkArguments

AutoLink Arguments - Configuration node

IAMCCS/AutoLink · entradas 0 · parâmetros 0 · saída 1

IAMCCS_AutoLinkConverter

AutoLink Converter - UI tool

IAMCCS/AutoLink · entrada 1 · parâmetros 0 · saídas 0

IAMCCS_BoardMaker

Planner assistant that exports Shotboard-importable board JSON without images.

IAMCCS/Cinema · entradas 0 · parâmetros 9 · saídas 5

IAMCCS_BoardMaker_DialogueFoley

Dialogue-first board writer with foley metadata carried through cine_linx.

IAMCCS/Cine/01 Prompting · entrada 1 · parâmetros 12 · saída 1

IAMCCS_BuildScheduledWanModelBank

Build all scheduled WAN model variants outside the loop. The loop then selects a prebuilt model by generation metadata instead of patching or scheduling LoRAs inside the model branch.

IAMCCS/LoRA · entrada 1 · parâmetro 1

IAMCCS_bus_group

Bus Group controller (frontend-only). This node exists so workflows can serialize it; all muting/solo logic is handled by the ComfyUI frontend extension.

IAMCCS/Utilities · entradas 0 · parâmetros 0 · saídas 0

IAMCCS_BusOut

Expose the AudioBoardArranger master bus and up to five stem tracks from cine_linx.

IAMCCS/Cine/Audio · entrada 1 · parâmetro 1 · saídas 9

IAMCCS_CineAllInOneFLFEngine

ShotPlanner-driven FLF engine using the same clean guide path as V3.

IAMCCS/Cine/02 Single Generation

IAMCCS_CineAudioDurationProbe

Descrição compacta indisponível para este nó.

IAMCCS/Cine/Audio · entrada 1 · parâmetros 2 · saídas 6

IAMCCS_CineAudioInfo

Bidirectional cine_linx audio bridge for TTS, AudioBoard lanes and Shotboard custom audio.

IAMCCS/Cine/Audio · entradas 6 · parâmetros 6 · saídas 8

IAMCCS_CineAudioPromptDirector

Descrição compacta indisponível para este nó.

IAMCCS/Cine/02 Single Generation

IAMCCS_CineAudioTranscriptPromptCompiler

Inject a Speech Line into a filmmaker prompt with the original <Transcript1> replacement flow.

IAMCCS/Cine/01 Prompting · entradas 3 · parâmetros 9 · saídas 3

IAMCCS_CineBoardDurationLock

Lock production latent length to the shotboard duration, without guide-tail padding.

IAMCCS/Cine/00 Utilities · entrada 1 · parâmetros 4 · saídas 5

IAMCCS_CineDialogueDurationPlanner

Descrição compacta indisponível para este nó.

IAMCCS/Cine/Audio · entradas 3 · parâmetros 9 · saídas 7

IAMCCS_CineDialogueLineRouter

Split dialogue/foley board metadata into queue-ready line prompts.

IAMCCS/Cine/Audio · entrada 1 · parâmetro 1 · saídas 6

IAMCCS_CineDialoguePromptKit

Descrição compacta indisponível para este nó.

IAMCCS/Cine/Prompt Helpers · entradas 4 · parâmetros 11 · saídas 7

IAMCCS_CineDialogueTimingReconciler

Descrição compacta indisponível para este nó.

IAMCCS/Cine/Audio · entradas 2 · parâmetros 4 · saídas 5

IAMCCS_CineDirectorGuideB

Director-compatible IAMCCS guide stage. This node keeps the IAMCCS Shotboard/cine_linx/motionParts authoring model, while executing the same essential guide-stage contract: Shotboard image GUIDE_DATA first, then motion guide parts, then crop metadata for the downstream crop guide node.

IAMCCS/Cine/Shotboard V4

IAMCCS_CineEmotionButtons

Descrição compacta indisponível para este nó.

IAMCCS/Cine/Prompt Helpers · entradas 0 · parâmetros 3 · saídas 4

IAMCCS_CineFilmmaker

Filmmaker backend breakout for Shotboard Planner V3.

IAMCCS/Cine/00 Utilities

IAMCCS_CineFilmmakerBackend

Filmmaker runtime backend that consumes the FLFreal visual timeline trunk. It consumes Shotboard V3 cine_linx and emits the model/conditioning/latent/ guide_data outputs needed by the LTX sampling chain.

IAMCCS/Cine/02 Single Generation · entradas 5 · parâmetros 4 · saídas 8

IAMCCS_CineFilmmakerCropGuides1to1

Crop appended LTX Director guide latents using the WhatDreamsCost contract.

IAMCCS/Cine/02 Single Generation · entradas 3 · parâmetros 0 · saídas 3

IAMCCS_CineFilmmakerGuide

Guide applicator for the Filmmaker timeline GUIDE_DATA contract.

IAMCCS/Cine/02 Single Generation · entradas 5 · parâmetros 2

IAMCCS_CineFilmmakerGuide1to1

IAMCCS guide applicator matching the LTX Director Guide behavior 1:1. This node intentionally keeps the guide-data contract implemented directly inside IAMCCS so subgraph backends stay fully IAMCCS-owned while preserving the expected LTX Director guide semantics.

IAMCCS/Cine/02 Single Generation · entradas 5 · parâmetros 2 · saídas 3

IAMCCS_CineFinalAudioMixer

Descrição compacta indisponível para este nó.

IAMCCS/Cine/Audio · entradas 2 · parâmetros 3 · saídas 2

IAMCCS_CineFLFEngineSimple

Descrição compacta indisponível para este nó.

IAMCCS_CineFLFEngineSimpleDyno

Timeline/manual FLF engine with locked guide frames plus dynamic attention.

IAMCCS_CineFLFLengthCompensator

Descrição compacta indisponível para este nó.

IAMCCS/Cine/00 Utilities · entradas 0 · parâmetros 5 · saídas 4

IAMCCS_CineFLFProductor

Production FLF backend driven by the explicit guide plan from CineInfo V2.

IAMCCS/Cine/02 Single Generation · entradas 6 · parâmetros 6 · saídas 4

IAMCCS_CineFLFProductorDyno

Dynamic guide Productor variant. The normal Productor keeps the Filmmaker V3 clean guide path for maximum image lock. Dyno keeps the same inputs/outputs and guide plan contract, but also appends the legacy guide attention entry used by the older dynamic FLF path. This makes it safe to A/B test motion-heavy shots without changing existing workflows.

IAMCCS/Cine/02 Single Generation

IAMCCS_CineInfo

Small breakout node: one cine_linx input, classic workflow outputs.

IAMCCS/Cine/00 Utilities · entrada 1 · parâmetros 0 · saídas 15

IAMCCS_CineInfo3

Expose BoardMaker dialogue/foley metadata from cine_linx without cluttering the writer node.

IAMCCS/Cine/Info · entrada 1 · parâmetros 0 · saídas 9

IAMCCS_CineInfoV2

Production breakout: exposes a verified guide plan for the FLF Productor.

IAMCCS/Cine/00 Utilities · saídas 17

IAMCCS_CineInfoV2V

Descrição compacta indisponível para este nó.

IAMCCS/V2V · entradas 3 · parâmetros 2 · saídas 18

IAMCCS_CineInfoV2VBackendRouter

Descrição compacta indisponível para este nó.

IAMCCS/V2V · entradas 10 · parâmetros 0 · saídas 4

IAMCCS_CineInfoV2VPoseTransfer

Descrição compacta indisponível para este nó.

IAMCCS/V2V · entradas 4 · parâmetros 0 · saídas 13

IAMCCS_CineInfoV2VScail

Descrição compacta indisponível para este nó.

IAMCCS/V2V · entradas 5 · parâmetros 0 · saídas 15

IAMCCS_CineInfoV2VWanAnimate

Descrição compacta indisponível para este nó.

IAMCCS/V2V · entradas 7 · parâmetros 0 · saídas 15

IAMCCS_CineLatentDurationCrop

Safety crop for video latents when a workflow branch still carries padded tail frames.

IAMCCS/Cine/00 Utilities · entrada 1 · parâmetros 2 · saídas 2

IAMCCS_CineLineStacker

Descrição compacta indisponível para este nó.

IAMCCS/Cine/00 Utilities

IAMCCS_CineLTXSequencer

Cine timeline wrapper around the proven LTX guide insertion logic.

IAMCCS/Cine/02 Single Generation · entradas 5 · parâmetros 6 · saídas 4

IAMCCS_CineLTXSequencerExact

Descrição compacta indisponível para este nó.

IAMCCS_CineMotionSketch

Shotboard-synced motion sketch layer for IC-LoRA control planning.

IAMCCS/Cine/Shotboard V4 · entrada 1 · parâmetros 4 · saídas 3

IAMCCS_CineMultiGenDirector

Descrição compacta indisponível para este nó.

IAMCCS/Cine/03 Multi Generation

IAMCCS_CineMusicVideoPlanner

Videoclip-maker planner inspired by audio/music sequencer workflows.

IAMCCS/Cine/05 Videoclip Maker · entrada 1 · parâmetros 15 · saídas 12

IAMCCS_CinePPAntiAlias

1:1 post-production anti-aliasing designed for image batches and video frames.

IAMCCS/Cine PP/Postproduction · entrada 1 · parâmetros 9 · saídas 2

IAMCCS_CinePromptArchitect

Creative prompt architect for LTX 2.3 / PromptRelay / Shotboard V3.

IAMCCS/Cine/01 Prompting · entradas 0 · parâmetros 17 · saídas 7

IAMCCS_CinePromptComposer

Descrição compacta indisponível para este nó.

IAMCCS/Cine/00 Utilities

IAMCCS_CinePromptRelayAdapter

Descrição compacta indisponível para este nó.

IAMCCS/Cine/02 Single Generation

IAMCCS_CinePromptRelayLatentShapeSync

Compute the PromptRelay latent shape from the chosen output resolution.

IAMCCS/Cine/00 Utilities · entradas 0 · parâmetros 5 · saídas 4

IAMCCS_CinePromptRelaySafeEncode

PromptRelay 1:1 when active, safe global CLIPTextEncode when inactive. This node exists to keep one workflow usable for both modes: - Relay ON: call ComfyUI-PromptRelay's original _encode_relay implementation. - Relay OFF: do not call PromptRelay, encode only the global prompt.

IAMCCS/Cine/00 Utilities · entradas 4 · parâmetros 5 · saídas 4

IAMCCS_CinePromptRelayTimeline

Descrição compacta indisponível para este nó.

IAMCCS/Cine/02 Single Generation · entradas 0 · parâmetros 6 · saídas 5

IAMCCS_CineReferenceBoard

Filmmaker-facing reference board for Cine FLF and multi-shot workflows.

IAMCCS/Cine/01 Reference Board · entradas 0 · parâmetros 7 · saída 1

IAMCCS_CineRefLatentControl

Descrição compacta indisponível para este nó.

IAMCCS/Cine/02 Single Generation

IAMCCS_CineRelayOrBypass

Relay-or-bypass conditioning switch driven by cine_linx. By Carmine Cristallo Scalzi AI research (IAMCCS) - patreon.com/IAMCCS - carminecristalloscalzi.com Decision rule (rigoroso): - Relay OFF if no ShotPlanner row has BOTH use_prompt=True AND a non-empty relay_prompt text. In that case the node is a pure pass-through: the ``positive`` conditioning already encoded upstream is returned unchanged and the original model is returned unpatched. - Relay ON if at least one row satisfies the rule above. The node then calls ComfyUI-PromptRelay's original ``_encode_relay`` 1:1, exactly as IAMCCS_CinePromptRelaySafeEncode does. Why this exists instead of IAMCCS_CinePromptRelaySafeEncode: - Reading all relay parameters from cine_linx avoids a fan-out of separate wires for global_prompt, local_prompts, segment_lengths and epsilon. - The explicit ``positive`` bypass input makes the OFF path a true zero-re-encode bypass, not a fresh CLIPTextEncode of the global prompt. - ``clip`` and ``latent`` are declared lazy so they are not executed when the relay is OFF and only the bypass path runs. By Carmine Cristallo Scalzi AI research (IAMCCS) - patreon.com/IAMCCS - carminecristalloscalzi.com

IAMCCS/Cine/00 Utilities · entradas 10 · parâmetros 0 · saídas 4

IAMCCS_CineResolutionParityTranslator

Translate a proven lower-resolution shotboard into a higher-resolution run.

IAMCCS/Cine/02 Single Generation · entrada 1 · parâmetros 7 · saídas 2

IAMCCS_CineShotAudioDirector

Descrição compacta indisponível para este nó.

IAMCCS/Cine/03 Multi Generation

IAMCCS_CineShotboardBackendPro

Internal prompt backend for Shotboard Pro / ProV2 cine_linx.

IAMCCS/Cine/02 Single Generation · entradas 5 · parâmetros 3 · saídas 6

IAMCCS_CineShotboardFinalFrameTrim

Trim generated tail frames after final decode, before save/collector/editor.

IAMCCS/Cine/00 Utilities · entradas 4 · parâmetros 3 · saídas 5

IAMCCS_CineShotboardLite

Public/simple FLF-only shotboard. This node intentionally omits PromptRelay controls. It still emits the standard cine_linx payload so it can be connected to CineInfo and the same FLF backend path used by the Pro nodes.

IAMCCS/Cine/01 Lite · entrada 1 · parâmetros 11 · saída 1

IAMCCS_CineShotboardPlannerPro

Planner-only Shotboard Pro. Use upstream of PromptRelay to avoid graph cycles.

IAMCCS/Cine/02 Single Generation · entrada 1 · parâmetros 16 · saída 1

IAMCCS_CineShotboardPlannerProLegacy

Compatibility clone of Shotboard Planner Pro with classic direct outputs. The primary Shotboard Planner Pro intentionally exposes only cine_linx. Keep this clone for older hand-wired FLFreal/PromptRelay workflows that still expect direct sockets from the planner.

IAMCCS/Cine/02 Single Generation · saídas 14

IAMCCS_CineShotboardPlannerProV2

Shotboard Planner Pro V2. Same execution contract as Planner Pro, with an upgraded frontend for non-destructive reference framing/crop variants.

IAMCCS/Cine/02 Single Generation VIP

IAMCCS_CineShotboardPlannerV3

Filmmaker timeline planner. V3 keeps the cine_linx contract but stores an editor-grade timeline with visual segments and multi-track audio metadata, inspired by LTX-style guide data while remaining fully IAMCCS-owned.

IAMCCS/Cine/02 Single Generation VIP

IAMCCS_CineShotboardPlannerV4

Shotboard V4 planner shell. V4 intentionally starts from the stable V3 timeline/meter UI and backend contract, then emits a neutral multi-track contract for future video, IC-LoRA, retake, camera and audio-inpaint backends.

IAMCCS/Cine/02 Single Generation VIP

IAMCCS_CineShotboardPlannerV5V2V

Shotboard V5 V2V adapter. V5 keeps the V4 timeline/editor contract, then adds a V2V mode layer and emits the same resources consumed by the existing IAMCCS V2V routers.

IAMCCS/Cine/Shotboard V5

IAMCCS_CineShotboardTailTrimPolicy

Attach an explicit Shotboard final-tail trim policy to cine_linx metadata.

IAMCCS/Cine/00 Utilities · entrada 1 · parâmetros 2 · saídas 2

IAMCCS_CineShotboardTimelinePro

Filmmaker-facing shotboard that drives FLF guides and PromptRelay timing from one table.

IAMCCS/Cine/02 Single Generation · entradas 5 · parâmetros 14 · saídas 14

IAMCCS_CineShotboardV4Backend

Descrição compacta indisponível para este nó.

IAMCCS/Cine/Shotboard V4 · entradas 5 · parâmetros 15 · saídas 8

IAMCCS_CineShotboardV4CropGuides

Descrição compacta indisponível para este nó.

IAMCCS/Cine/Shotboard V4 · entradas 3 · parâmetros 0 · saídas 3

IAMCCS_CineShotboardV4Guide

Descrição compacta indisponível para este nó.

IAMCCS/Cine/Shotboard V4 · entradas 7 · parâmetros 11 · saídas 5

IAMCCS_CineShotboardV5V2VRouter

Descrição compacta indisponível para este nó.

IAMCCS/Cine/Shotboard V5

IAMCCS_CineShotLineBuilder

Descrição compacta indisponível para este nó.

IAMCCS/Cine/03 Multi Generation

IAMCCS_CineShotPlanner

Descrição compacta indisponível para este nó.

IAMCCS/Cine/02 Single Generation

IAMCCS_CineSpeech1PromptCompiler

Compile BoardMaker dialogue rows by replacing <speech1> inside local prompts.

IAMCCS/Cine/01 Prompting · entrada 1 · parâmetros 3 · saídas 7

IAMCCS_CineSpeechLength

Descrição compacta indisponível para este nó.

IAMCCS/Cine/Audio · entrada 1 · parâmetros 3 · saídas 4

IAMCCS_CineStage2BypassSwitch

Lazy switch for choosing Stage 1 or Stage 2 latents before decode.

IAMCCS/Cine/02 Single Generation · entradas 4 · parâmetro 1 · saídas 3

IAMCCS_CineStage2PreviewToggle

Gate KJ/LTX sampling previews on the model branch that feeds Stage 2.

IAMCCS/Cine/02 Single Generation · entrada 1 · parâmetro 1 · saídas 2