ComfyUI-Flow-Assistor
_{^{Essential utility nodes for ComfyUI}}

ComfyUI-Flow-Assistor

# Get Started ## Install 1. Install [ComfyUI](https://github.com/comfyanonymous/ComfyUI). 2. Clone this repository into `ComfyUI/custom_nodes`: ```bash cd ComfyUI/custom_nodes git clone https://github.com/Merserk/ComfyUI-Flow-Assistor.git ``` 3. Restart ComfyUI. > **Requirements:** Python 3.10+ and a current ComfyUI build with the V3 node API (`comfy_api.latest`). Caption Creator additionally requires native `CLIPType.KREA2` and Qwen3-VL ConvRot support. Version `2.4.1` is V3-only. All 26 nodes are organized under: ```text flow-assistor/ ├── diagnostics/ ├── flow/ ├── image/ │ └── caption/ ├── loaders/ ├── sampling/ ├── text/ └── utils/ ```
## 🛠️ The Nodes ### 1. 📝 Prompt Queue **Output prompt lines in sequence.** Paste a multi-line prompt list and receive the next usable line on every queue. Supports `empty`, `repeat_last`, and `loop`, plus reset, whitespace stripping, and empty-line skipping. --- ### 2. 📂 Prompt Queue (From Folder) **Read prompt files one by one.** Loads supported files from a selected folder in deterministic filename order and outputs both the file content and filename. Supports extension filters, reset, loop, empty, and hold-last behavior. --- ### 3. 🎥 Camera Angle Control **Build consistent camera-direction prompts.** Create natural, technical, or keyword-style descriptions from rotation, vertical position, subject distance, and focal length controls. --- ### 4. 🎨 CLIP Text Encode (Prompt Enrichment) **CLIP encoding with 20 built-in style presets.** Adds a selected preset—such as Cinematic, Anime, Cyberpunk, Line Art, Dark Fantasy, or White Background—to your prompt before creating conditioning. --- ### 5. 📺 Show Text **Display incoming text directly on the graph.** Useful for checking prompt queues, generated camera descriptions, filenames, and other string outputs without opening the console. --- ### 6. ✍️ Caption Creator **Generate detailed captions from images with a local Qwen3-VL model.** Accepts one image or an image batch and returns one precise caption per image, separated by newlines. Choose the `int8` or `int4` ConvRot model and set an approximate caption length from 1–200 words; `words = 0` requests an unrestricted detailed caption. The selected word count is a target, not a cutoff: generation ends naturally after a complete sentence. Missing models can be downloaded automatically and are stored in: ```text ComfyUI/models/text_encoders/flow-assistor/ ``` Disable `auto_download` to manage the model files manually. Caption Creator checks for ComfyUI's native `CLIPType.KREA2` support and reports a clear upgrade error when the installed text-encoder loader is too old for the selected format. It performs one generation pass per image, keeps Qwen3-VL thinking disabled, and returns the model decoder's caption directly without custom cleanup, repetition trimming, punctuation repair, or word-count truncation. A fixed 512-token emergency ceiling remains independent of the requested word count. Oversized caption inputs are reduced to a maximum 784-pixel edge for faster vision processing. On an accelerator-enabled ComfyUI installation, the node asks ComfyUI's model manager to keep the text encoder fully resident on the configured GPU when VRAM permits, then falls back to managed GPU offloading if a full load is not possible. Device residency, token count, timing, and emergency-ceiling status are written to the console. The exact output also appears in the node's scrollable preview. Version 2.4.1 uses Qwen3-VL Instruct-style sampling and an explicit caption-list UI payload so a single caption is never split into numbered characters. --- ### 7. 📐 Resolution Selector (Groups) **Choose standard dimensions by megapixel group.** Includes common aspect ratios from `0.25MP` through `4MP`, returns width, height, and an empty latent, and supports batch sizes up to 64. --- ### 8. 🖼️ Image Resolution Tools **Inspect or fit image and latent dimensions.** - **Image Resolution Fit** — Resizes an image toward a selected megapixel target while preserving aspect ratio. - **Image Resolution Extractor** — Outputs width, height, matching latent, and the unchanged image. - **Image Latent Resolution Extractor** — Reads the effective pixel resolution from latent samples. --- ### 9. 🖱️ Visual Marquee (Interactive) **Pause, select, and process one image region.** Opens an interactive crop selector in the browser and returns the cropped image, mask, and shared `TILE_DATA` metadata. Crops can remain at original size or be resized to a chosen maximum resolution. --- ### 10. 🧩 Tile Tools **Support crop-and-merge workflows.** - **Tile Manager (Crop)** — Preserves the current image, mask, and `TILE_DATA` workflow contract. - **Tile Compositor (Merge)** — Places a processed tile back into the original image, automatically resizing it when needed and optionally feathering the edges. --- ### 11. ☁️ LoRA Online **Load a LoRA directly from a URL.** Accepts direct file links or Civitai model URLs, downloads asynchronously, applies the LoRA to the model, and can either keep the file or delete it after loading. --- ### 12. 💎 Detail Enhancer **Adjust sampling to emphasize fine detail.** - **Detail Enhancer (Ultimate)** — Wraps a sampler. - **Detail Enhancer (Sigmas)** — Modifies a sigma schedule directly. Both provide enhancement strength, texture boost, and start/end percentage controls. --- ### 13. 🔀 Any Passthrough **Universal rerouting helpers.** - **Any Passthrough (6 → 1)** — Returns the first connected non-null input. - **Any Passthrough (1 → 6)** — Duplicates one input to six matching outputs. --- ### 14. 🎮 Flow Control (Sidecar Bypass) **Control connected nodes without placing the controller in the data path.** Use the frontend switches to change connected nodes between normal execution and bypass mode. --- ### 15. ⏱️ Add Delay **Wait before passing data onward.** Adds an asynchronous delay while preserving the connected data type. Useful for timing, interactive workflows, and debugging. --- ### 16. 🧹 VRAM/RAM Cleaner **Run memory cleanup during a workflow.** Passes the connected object through unchanged and provides three modes: clean the current object, unload other models, or unload everything. --- ### 17. ✖️ Multiplication (Dual & Latent) **Scale dimensions and optional latent data.** Multiplies two integer inputs by a shared factor and resizes an optional latent with the same multiplier. --- ### 18. 🐞 Debug Data (Any Input) **Inspect almost any connected value.** Outputs readable information such as Python type, tensor shape, dtype, device, image resolution, batch size, and latent pixel resolution. --- ### 19. 🔬 Precision Detectors **Inspect active model precision at runtime.** - **Detect Model Precision** - **Detect CLIP Precision** - **Detect VAE Precision** These nodes report compute dtype, stored weight dtype, mixed precision, and supported quantized layouts when detectable.
## 🚀 Workflow Examples ### The Storyteller Connect **Prompt Queue** to your text-conditioning workflow, set ComfyUI's batch count to the number of prompt lines, and generate each scene in order. ### Interactive Detail Refinement Send an image through **Visual Marquee**, process the selected crop, then reconnect it to **Tile Compositor** with the original image and `tile_data`. ### Dynamic Upscaling Extract width and height, pass them through **Multiplication**, and use the results for a proportional latent or image upscale.
## 🤝 Contributing Ideas, bug reports, and pull requests are welcome. Please keep node IDs and workflow-facing input/output contracts stable whenever possible. ## 📄 License MIT License. Precision Detector attribution is included in [`NOTICE`](NOTICE).

ComfyUI-Flow-Assistor Essential utility nodes for ComfyUI

ComfyUI-Flow-Assistor
_{^{Essential utility nodes for ComfyUI}}

Name	Type	Default	Description
image	IMAGE		—
mask	MASK		—
padding	INT	64	—
target_size	INT	1024	—

Tile Manager (Crop)

Inputs (4)

Outputs (3)