yigityildiz0 
ComfyUI Workflow
Use this skill when the user wants to create, modify, compare, or troubleshoot a ComfyUI workflow.
Goals
- Generate valid ComfyUI workflow JSON files
- Start from the closest template in
templates/whenever possible - Use
references/to check node names, inputs, outputs, defaults, and constraints - Keep explanations short and practical
- Prefer working solutions over theory
What to gather first
Before generating a workflow, identify:
Task type
- txt2img
- img2img
- txt2vid
- img2vid
- inpaint
- upscale
- control workflow
- identity-preserving edit
Model family
- FLUX
- SDXL
- SD3
- Wan 2.2
- HunyuanVideo
- LTXV
- Mochi
- Cosmos
- other
Key settings
- resolution
- steps
- CFG
- sampler
- seed behavior
Optional modules
- LoRA
- ControlNet
- IPAdapter
- PuLID
- upscaler
- face/detail nodes
Prompt inputs
- positive prompt
- negative prompt
- trigger words if a LoRA is used
If the user is vague, suggest a sane default configuration.
Workflow generation rules
- Use the closest file in
templates/as the base whenever possible - Adapt the template instead of building everything from zero unless necessary
- Output valid ComfyUI LiteGraph UI JSON
- Include a short explanation of the pipeline
- List required custom nodes
- List required model files
- Mention likely missing dependencies if relevant
Debugging rules
When the user shares a broken workflow, console error, or screenshot, troubleshoot in this order:
- Missing model files
- Missing custom nodes
- Wrong node connections
- Wrong widget values
- Incompatible model family
- VAE / text encoder mismatch
- LoRA placement or wrong trigger usage
- ControlNet / IPAdapter / PuLID integration mistakes
- Unsupported or outdated node names
- Resolution / VRAM / precision issues
FLUX-specific checks
For FLUX workflows, always verify:
- correct model loader path
- text encoder setup
- VAE compatibility
- LoRA attachment points
- filename consistency
- sampler path
- output node presence
Output style
- Be concise
- Give the final workflow first if the request is clear
- Then list required models and custom nodes
- If debugging, first state the most likely cause
- Then give the fastest fix
- Then give the clean long-term fix
Examples
- Generate a FLUX txt2img workflow with LoRA support
- Build a Wan 2.2 img2vid workflow with camera control
- Debug this ComfyUI workflow JSON
- Add PuLID and identity-preserving editing to this FLUX workflow
- Compare two workflows and explain which one is more stable