ComfySearch: An AI Agent for Better ComfyUI Workflows

Building images and videos in ComfyUI is like wiring LEGO blocks — powerful, but easy to break when workflows get long and complex.

ComfySearch is a new AI agent that automatically explores, reasons, and assembles ComfyUI workflows. It builds step by step, checks whether each piece runs, and adjusts on the fly to follow ComfyUI’s strict graph rules.

• Fewer broken pipelines: higher pass and solution rates in tests
• More ambitious creativity: handles complex, multi-step tasks
• Better generalization: works beyond the training cases

Why it matters: creators, prompt engineers, and tool builders can prototype faster, spend less time debugging, and push generative art further.

Paper by Jinwei Su et al. Read more: https://arxiv.org/abs/2601.04060v1

Paper: https://arxiv.org/abs/2601.04060v1

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