comfy-analyze
Installation
SKILL.md
ComfyUI Workflow Analysis
Understand workflow structure and node connections.
MCP Tools
| Tool | When to use |
|---|---|
comfy_read |
First step - get human-readable summary of any workflow |
comfy_trace |
See a specific node's inputs and outputs with slot names |
comfy_upstream |
Find all nodes feeding INTO a target node |
comfy_downstream |
Find all nodes FED BY a source node |
Workflow
- Summarize:
comfy_read(workflow)→ pattern, key params, flow - Deep dive:
comfy_trace(workflow, node_id)→ specific connections - Follow data:
comfy_upstream/comfy_downstream→ trace the graph