comfy-edit

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Translated

Use when editing ComfyUI workflow JSON, adding nodes, wiring connections, modifying workflows, adding ControlNet/LoRA/upscaling to a workflow, or submitting workflows to ComfyUI.

2installs

Sourcepeteromallet/vibecomfy

Added on2026-02-15

NPX Install

npx skill4agent add peteromallet/vibecomfy comfy-edit

SKILL.md Content

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ComfyUI Workflow Editing

Edit workflow JSON files using the VibeComfy CLI.

Repo: https://github.com/peteromallet/VibeComfy

When working in the repo, see CLAUDE.md for full command reference.

CLI Commands

All edit commands require

-o output.json

. Use

--dry-run

to preview changes.

Command	Purpose
`trace WF NODE`	Show node inputs/outputs with slot names
`upstream WF NODE`	Find nodes feeding into target
`downstream WF NODE`	Find nodes fed by source
`wire WF SRC_ID SRC_SLOT DST_ID DST_SLOT -o OUT`	Connect nodes
`copy WF NODE -o OUT`	Duplicate a node
`set WF NODE key=val -o OUT`	Set widget values
`delete WF NODE -o OUT`	Remove nodes
`create WF TYPE -o OUT`	Create new node
`batch WF SCRIPT -o OUT`	Multi-step edits
`submit WF`	Run workflow in ComfyUI

Tip: Use

trace

first to find slot numbers, then

wire

to connect.

Adding Nodes Workflow

Find the node:
```
comfy_search("controlnet")
```
(use comfy-registry skill)
Get the spec:
```
comfy_spec("ControlNetLoader")
```
- see inputs/outputs

Understand the flow:

python we_vibin.py trace workflow.json <ksampler_id>

Create and wire:

bash

python we_vibin.py create workflow.json ControlNetLoader -o step1.json
python we_vibin.py trace step1.json <new_node_id>  # Find the slot numbers
python we_vibin.py wire step1.json <src_id> <src_slot> <dst_id> <dst_slot> -o step2.json

Or use batch scripts for multi-step edits (slot names work in batch mode):

bash

create ControlNetLoader as $cn
wire $cn:control_net -> 15:control_net

Common Patterns

What nodes go together. See references/PATTERNS.md for details.

Image Generation

Pattern	Flow
txt2img	Checkpoint → CLIP (x2) → EmptyLatent → KSampler → VAEDecode → Save
img2img	LoadImage → VAEEncode → KSampler (denoise<1) → VAEDecode → Save
inpaint	LoadImage + Mask → VAEEncodeForInpaint → KSampler → VAEDecode

Enhancements

Pattern	Flow
ControlNet	LoadControlNet → ControlNetApply → KSampler
LoRA	Checkpoint → LoraLoader → KSampler
Upscale	LoadUpscaleModel → ImageUpscaleWithModel → Save
IPAdapter	LoadIPAdapter → IPAdapterApply → KSampler

Video

Pattern	Flow
AnimateDiff	Checkpoint → ADE_LoadAnimateDiff → ADE_Apply → KSampler → VHS_Combine
Wan t2v	WanModelLoader → WanTextEncode → WanSampler → WanDecode
LTX	LTXVLoader → LTXVTextEncode → LTXVSampler → LTXVDecode
v2v	VHS_LoadVideo → VAEEncode → KSampler → VAEDecode → VHS_Combine

Flux

Pattern	Flow
Flux txt2img	UNETLoader + DualCLIPLoader + VAELoader → FluxGuidance → KSampler

Batch Scripts

For multi-step edits, use batch scripts:

bash

# Copy node, assign to variable
copy 1183 as $selector

# Set widgets
set $selector indexes="0:81"

# Wire using slot names
wire 1140:IMAGE -> $selector:image

# Delete nodes
delete 1220 1228

Run with:

python we_vibin.py batch workflow.json script.txt -o out.json --dry-run

comfy-edit

NPX Install

Tags

SKILL.md Content

ComfyUI Workflow Editing

CLI Commands

Adding Nodes Workflow

Common Patterns

Image Generation

Enhancements

Video

Flux

Batch Scripts