Vibe Index
🎯

comfy-analyze

🎯Skill

from peteromallet/vibecomfy

VibeIndex|
What it does

Analyzes ComfyUI workflows by reading JSON, tracing node connections, and revealing input/output relationships across the workflow graph.

πŸ“¦

Part of

peteromallet/vibecomfy(3 items)

comfy-analyze

Installation

git cloneClone repository
git clone https://github.com/peteromallet/VibeComfy
pip installInstall dependencies
pip install -r requirements.txt
πŸ“– Extracted from docs: peteromallet/vibecomfy
Need more details? View full documentation on GitHub β†’
3Installs
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AddedFeb 4, 2026
View on GitHubBack to Skills

Skill Details

SKILL.md

Use when understanding a ComfyUI workflow, analyzing what a workflow does, tracing node connections, finding upstream/downstream nodes, or reading workflow JSON.

Overview

# 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

  1. Summarize: comfy_read(workflow) β†’ pattern, key params, flow
  2. Deep dive: comfy_trace(workflow, node_id) β†’ specific connections
  3. Follow data: comfy_upstream/comfy_downstream β†’ trace the graph

What comfy_read Returns

```

Key Parameters

model: flux-dev.safetensors

steps: 20

cfg: 3.5

Variables (3)

$model <- Node 1 (CheckpointLoader)

Flow

[image] 1 -> 5 -> 12 -> 15

```

What comfy_trace Returns

```

[Node 577] WanVideoSampler

INPUTS:

[0] model <- Node 608 (GetNode, slot 0)

[1] image_embeds <- Node 1179 (WanVideoVACEEncode, slot 0)

OUTPUTS:

[0] samples -> Node 595 (WanVideoDecode, slot 1)

```

CLI Equivalents

If MCP isn't available, use CLI commands:

| MCP Tool | CLI Command |

|----------|-------------|

| comfy_read | python we_vibin.py analyze workflow.json |

| comfy_trace | python we_vibin.py trace workflow.json NODE |

| comfy_upstream | python we_vibin.py upstream workflow.json NODE |

| comfy_downstream | python we_vibin.py downstream workflow.json NODE |

Setup

Requires MCP server. See [MCP_SETUP.md](../comfy-edit/MCP_SETUP.md).

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