Z-Image All-in-One Creator

(Txt2Img / Img2Img / Inpaint / Upscale / ControlNet / Variation / Face Detailer)

I wouldn't say no to a cup of tea ;) : https://ko-fi.com/light_x02

This workflow is built around Z-Image Turbo and designed as a modular, extensible generation hub.
You get multiple generation modes, flexible sigma methods, advanced upscaling, rich prompt sources and automatic metadata saving, all wired to stay readable and easy to extend.

✨ Main Features

• Multiple generation modes

  • Text-to-Image (Txt2Img)

  • Img2Img

  • Inpaint

  • Inpaint with SAM2 Segmentation (automatic region selection, e.g. face / person / background)

• Prompt sources

  • Manual prompts (Positive / Negative)

  • Local Media Manager (reuse prompts from your own images with metadata)

  • Civitai Discovery Hub (import prompt, negative, metadata + image from Civitai)

  • QwenVL (generate prompts from an input image using an LLM)

• Sigma methods

  • Standard method (classic behavior)

  • Method Sigma Low Noise – softer result, controlled denoising, still detailed

  • Method Sigma High Noise – stronger, punchier, higher energy with more visible noise

• Noise & variation tools

  • SeedVarianceEnhancer to increase seed diversity for Z-Image Turbo

  • Multiple sampler/scheduler combos tuned for Z-Image (Euler, dpmpp, seeds_2 / seeds_3, res, etc.)

• ControlNet support

  • Depth / DW / Canny / HED preprocessing

  • Control image megapixel control and strength sliders

• Face Detailer

  • Acts like a refiner only on the face, especially useful for small or distant faces

  • Separate steps, CFG, sampler, scheduler and denoise controls

• Upscale options

  • No Upscale (direct output)

  • Tile Upscale using UltimateSDUpscale

  • SeedVR2 Upscale for very small sources → high resolution output

• Save & metadata

  • Multiple save points (1st pass / Upscale / Final)

  • Recommended: Save Image Final (with filters applied)

  • Automatic ComfyUI metadata extension for Civitai-compatible workflows

🔔 Note: Img2Img and Inpaint are NOT compatible with Method: Sigma High Noise.
They work normally with other methods (Standard, Sigma Low Noise, etc.).

🧩 Modular Design

The workflow is built to be easily extendable.

You can add:

• new generation modes

• new generation methods

• new upscale methods

• new prompt sources

By following a simple convention:

Generation modes

• Add a group inside the Generation Preview subgraph.

• The group name must contain generation and be cyan.

• The Generation Mode node will detect it and allow enabling/disabling modes.

• Connect the outputs to the appropriate switches.

Generation methods

• Add a group inside Generation Preview.

• The group name must contain method.

• Connect all inputs (switches / pipes) and route the latent output to Latent Switch 2.

Upscale methods

• Add a group inside the Upscale subgraph.

• The group name must contain Upscale and be green.

• Connect the inputs from the pipe and route the image output to Image Switch Upscale.

Prompt sources

• Connect the text output of your new source to Prompt P Switch (in the Backend group on the right).

• Also connect your node to Source Prompt, so the system can automatically disable it when another prompt source is selected.

🧠 Recommended Usage & UI Tips

• This workflow is designed to be used with node link visibility turned OFF in ComfyUI:

  • cleaner visual layout

  • better performance on large workflows

• Enable link display mainly when you want to modify or extend the workflow.

• For best quality:

  • Use Method Sigma Low Noise for cleaner, softer images with strong detail.

  • Use Method Sigma High Noise when you want more punch, sharper noise and aggressive detail.

• Upscale:

  • For typical stills, SeedVR2 around ~6MP target often gives very strong results.

  • For simple upscale, the Tile Upscale branch remains a good, classic option.

📦 Required Custom Nodes

ComfyUI Manager should normally detect and install missing nodes automatically.
Here is the full list of required extensions for this workflow:

• ComfyUI-FRED-Nodes_v2

  https://github.com/Poukpalaova/ComfyUI-FRED-Nodes_v2

• Comfy-image-saver
  https://github.com/alexopus/ComfyUI-Image-Saver

• comfyui_controlnet_aux
  https://github.com/Fannovel16/comfyui_controlnet_aux

• ComfyUI-Impact-Pack
  https://github.com/ltdrdata/ComfyUI-Impact-Pack

• ComfyUI-Custom-Scripts
  https://github.com/pythongosssss/ComfyUI-Custom-Scripts

• ComfyUI_LayerStyle
  https://github.com/chflame163/ComfyUI_LayerStyle

• rgthree-comfy
  https://github.com/rgthree/rgthree-comfy

• ComfyUI-Easy-Use
  https://github.com/yolain/ComfyUI-Easy-Use

• ComfyUI-RMBG
  https://github.com/1038lab/ComfyUI-RMBG

• ComfyUI-SeedVR2_VideoUpscaler
  https://github.com/numz/ComfyUI-SeedVR2_VideoUpscaler

• ComfyUI_UltimateSDUpscale
  https://github.com/ssitu/ComfyUI_UltimateSDUpscale

• ComfyUI_essentials
  https://github.com/cubiq/ComfyUI_essentials

• ComfyUI-Detail-Daemon
  https://github.com/Jonseed/ComfyUI-Detail-Daemon

• RES4LYF
  https://github.com/ClownsharkBatwing/RES4LYF

• ComfyUI-QwenVL
  https://github.com/1038lab/ComfyUI-QwenVL

• ComfyUI-Impact-Subpack
  https://github.com/ltdrdata/ComfyUI-Impact-Subpack

• ComfyUI-Allor
  https://github.com/Nourepide/ComfyUI-Allor

• ComfyUI-mxToolkit
  https://github.com/Smirnov75/ComfyUI-mxToolkit

• comfyui_image_metadata_extension
  https://github.com/edelvarden/comfyui_image_metadata_extension

• SeedVarianceEnhancer
  https://github.com/ChangeTheConstants/SeedVarianceEnhancer

• ComfyUI-Civitai-Discovery-Hub
  https://github.com/Light-x02/ComfyUI-Civitai-Discovery-Hub

• ComfyUI-Lightx02-Nodes
  https://github.com/Light-x02/ComfyUI-Lightx02-Nodes

• ComfyUI-checkpoint-Discovery-Hub
  https://github.com/Light-x02/ComfyUI-checkpoint-Discovery-Hub

• ComfyUI_Local_Media_Manager
  https://github.com/Firetheft/ComfyUI_Local_Media_Manager

• ComfyUI-RvTools_v2
  https://github.com/r-vage/ComfyUI-RvTools_v2

• KayTool
  https://github.com/kk8bit/KayTool

• ComfyUI-Flux-Continuum
  https://github.com/robertvoy/ComfyUI-Flux-Continuum

• ComfyUI-KJNodes
  https://github.com/kijai/ComfyUI-KJNodes

❤️ Credits & Support

This workflow was created by Light_x02:
https://civarchive.com/user/Light_x02

It required many days and countless hours of work to design, refine and document.

If you enjoy using this workflow, feel free to leave a comment (positive or constructive) on Civitai.
If you’d like to support the project, you can also offer a coffee on Ko-fi:

☕ https://ko-fi.com/light_x02