Graph-safe workflow reader
ComfyUI Workflow Reader
Trace prompts, samplers, models, LoRAs, and seeds through a stored ComfyUI graph.
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Processed in this tab. Nothing is uploaded.Useful details, without the lecture.
- Follows positive and negative prompt connections.
- Finds KSampler settings, checkpoints, and LoRA stacks.
- Limits graph traversal and protects against cycles.
- Treats every node as inert data and never executes it.
What this result cannot prove
- Traversal stops at 5,000 nodes and protects against circular references.
- Custom nodes may expose values only in raw JSON.
- A workflow can reference local files that are not embedded in the image.
Quick answers
How does it choose the positive prompt?
It starts at a KSampler positive input and follows the graph to the connected text encoder instead of grabbing the first text node.
Can a workflow harm my computer?
The reader never executes nodes, loads remote URLs, or opens referenced models.
Are custom nodes supported?
Unknown nodes are tolerated and preserved, but their special settings may not be normalized.