Hands-on labIntermediate
ComfyUI Examples
ComfyUI
A public set of example workflows for learning how nodes, models, and outputs connect.
- Time
- Workflow-by-workflow
nodesdiffusiondebugging
Read the ToolDix guide
Browse 20 learning paths
AI learning path
ComfyUI Workflows
Build node-based image workflows that are reproducible, portable, and easier to debug than a growing pile of screenshots.
For Technical image creators
6 original lessons on ToolDix, roughly 100 minutes end to end
Start the courseCourse outline
- 1Read a ComfyUI Workflow GraphUnderstand the roles of model, prompt, latent, sampler, decode, and save nodes before changing a workflow.Beginner17 min
- 2Debug a ComfyUI Workflow SystematicallyDiagnose missing nodes, model mismatch, memory failures, and unexpected outputs by reducing a graph to a known-good baseline.Intermediate18 min
- 3Build a Minimal Text-to-Image WorkflowWire the seven-node spine from an empty canvas, learn what each sampler setting does by measuring it, and keep a baseline you can extend safely.Beginner17 min
- 4Add Image Input and Inpainting to a WorkflowExtend the spine into image-to-image and masked editing, wire the mask path correctly, and understand why an inpaint that ignores your mask is usually a wiring problem.Intermediate17 min
- 5Build a Two-Stage Upscale WorkflowGenerate at native resolution and refine at delivery size, wire the second pass so it improves detail without reinventing the image, and keep tiling from spawning duplicate subjects.Intermediate16 min
- 6Package a Workflow Someone Else Can RunShip a graph with the dependency manifest, model list, and safety context it needs, and treat an incoming workflow as code from a stranger rather than as a document.Intermediate15 min
Optional, after the lessons
Further reading from primary sources
Published by other organizations and kept here for reference. The lessons above are the ToolDix course; these are where to go once you want the vendor's own documentation.
5 resources
CourseBeginner
ComfyUI Official Documentation
ComfyUI
The official documentation hub for installation, a first generation, interface concepts, tutorials, nodes, and workflow development.
- Time
- Getting started and tutorials
workflowsnodesinstallation
Read the ToolDix guide
Classic readingIntermediate
ComfyUI GitHub Repository
ComfyUI
The source repository, installation notes, release history, and issue discussions for the core node-based workflow tool.
- Time
- Repository and release notes
open sourceversionsworkflow maintenance
Read the ToolDix guide
Hands-on labIntermediate
ComfyUI-Manager
ComfyUI-Manager
An open-source manager project for discovering and managing workflow extensions and their installation state.
- Time
- Repository documentation
custom nodesdependenciesreproducibility
Read the ToolDix guide
Video seriesBeginner
ComfyUI Official Tutorials
ComfyUI
A guided official tutorial entry point for understanding model loading, prompts, sampling, latent decoding, and saving output in a ComfyUI graph.
- Time
- Tutorial collection
ComfyUItext-to-imagereproducibility
Read the ToolDix guide