LongCat Image Edit Turbo in ComfyUI | 8-Step Fast Photo Editing

Instant photo restyling with cinematic precision and fast visual tweaks.

Who it's for: creators who want this pipeline in ComfyUI without assembling nodes from scratch. Not for: one-click results with zero tuning - you still choose inputs, prompts, and settings.

Open preloaded workflow on RunComfy

Open preloaded workflow on RunComfy (browser)

Why RunComfy first
- Fewer missing-node surprises - run the graph in a managed environment before you mirror it locally.
- Quick GPU tryout - useful if your local VRAM or install time is the bottleneck.
- Matches the published JSON - the zip follows the same runnable workflow you can open on RunComfy.

When downloading for local ComfyUI makes sense - you want full control over models on disk, batch scripting, or offline runs.

How to use (local ComfyUI)
1. Load inputs (images/video/audio) in the marked loader nodes.
2. Set prompts, resolution, and seeds; start with a short test run.
3. Export from the Save / Write nodes shown in the graph.

Expectations - First run may pull large weights; cloud runs may require a free RunComfy account.

Overview

This workflow helps you transform images quickly while preserving composition and context. You can restyle characters, adjust lighting, or apply creative visual masks in seconds. Built on the LongCat editing model, it ensures smooth, stable results without losing detail. The integrated Qwen-based text conditioning enhances prompt precision for efficient visual changes. It's perfect for creators who need high-quality edits, repeatable outcomes, and faster iteration within their projects.

Important nodes:

Key nodes in Comfyui LongCat Image Edit Turbo workflow

• TextEncodeQwenImageEditPlus (Positive) (#53). Converts your desired change into edit-aware conditioning using Qwen2.5-VL and the source image. Focus your prompt on the subject and change you want, such as outfit, mood, lighting, or material, to guide LongCat Image Edit Turbo without drifting the scene.

• TextEncodeQwenImageEditPlus (Negative) (#54). Protects identity and composition by specifying what to avoid. Use it to reduce artifacts or prevent unwanted restyling while keeping the scene coherent.

• FluxGuidance (#21). Tunes how assertively positive instructions drive the edit. Increase for stronger restyling or dramatic lighting; decrease to preserve more of the original look. Balance this with how detailed your prompt is and how many references you provide.

• FluxKontextMultiReferenceLatentMethod (#51). Determines how multiple references are mixed into the conditioning. Choose a method that matches your goal, for example stronger fusion for style transfer vs lighter influence for attribute nudges.

• CFGNorm (#23). Normalizes guidance behavior so changes remain consistent across different settings. It helps LongCat Image Edit Turbo stay stable when you iterate prompts or switch samplers.

• KSampler (#27). The heart of generation. Use it to iterate quickly, lock in a seed for reproducibility, and experiment with different samplers once you like the direction. Adjust in tandem with FluxGuidance to trade off edit strength versus fidelity to the original.

• FluxKontextImageScale (#64). Prepares and scales the input image for downstream nodes. This step is key to keeping framing and proportions steady through the edit.

Notes

LongCat Image Edit Turbo in ComfyUI | 8-Step Fast Photo Editing - see RunComfy page for the latest node requirements.