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.

3installs
Sourcepeteromallet/vibecomfy
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NPX Install

npx skill4agent add peteromallet/vibecomfy comfy-edit

Tags

Translated version includes tags in frontmatter
comfyui-workflowvibecomfy-cliworkflow-editingcontrolnet-integrationlora-enhancement

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.
CommandPurpose
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

  1. Find the node: 
    comfy_search("controlnet")
    (use comfy-registry skill)
  2. Get the spec: 
    comfy_spec("ControlNetLoader")
    - see inputs/outputs
  3. Understand the flow: 
    python we_vibin.py trace workflow.json <ksampler_id>
  4. 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

PatternFlow
txt2imgCheckpoint → CLIP (x2) → EmptyLatent → KSampler → VAEDecode → Save
img2imgLoadImage → VAEEncode → KSampler (denoise<1) → VAEDecode → Save
inpaintLoadImage + Mask → VAEEncodeForInpaint → KSampler → VAEDecode

Enhancements

PatternFlow
ControlNetLoadControlNet → ControlNetApply → KSampler
LoRACheckpoint → LoraLoader → KSampler
UpscaleLoadUpscaleModel → ImageUpscaleWithModel → Save
IPAdapterLoadIPAdapter → IPAdapterApply → KSampler

Video

PatternFlow
AnimateDiffCheckpoint → ADE_LoadAnimateDiff → ADE_Apply → KSampler → VHS_Combine
Wan t2vWanModelLoader → WanTextEncode → WanSampler → WanDecode
LTXLTXVLoader → LTXVTextEncode → LTXVSampler → LTXVDecode
v2vVHS_LoadVideo → VAEEncode → KSampler → VAEDecode → VHS_Combine

Flux

PatternFlow
Flux txt2imgUNETLoader + 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