ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow
  Development
Authors: name: Zhenran Xu; name: Xue Yang; name: Yiyu Wang; name: Qingli Hu; name: Zijiao Wu; name: Longyue Wang; name: Weihua Luo; name: Kaifu Zhang; name: Baotian Hu; name: Min Zhang
Published: 2025-06-05 13:20:50

Abstract: We introduce ComfyUI-Copilot, a large language model-powered plugin designed
to enhance the usability and efficiency of ComfyUI, an open-source platform for
AI-driven art creation. Despite its flexibility and user-friendly interface,
ComfyUI can present challenges to newcomers, including limited documentation,
model misconfigurations, and the complexity of workflow design. ComfyUI-Copilot
addresses these challenges by offering intelligent node and model
recommendations, along with automated one-click workflow construction. At its
core, the system employs a hierarchical multi-agent framework comprising a
central assistant agent for task delegation and specialized worker agents for
different usages, supported by our curated ComfyUI knowledge bases to
streamline debugging and deployment. We validate the effectiveness of
ComfyUI-Copilot through both offline quantitative evaluations and online user
feedback, showing that it accurately recommends nodes and accelerates workflow
development. Additionally, use cases illustrate that ComfyUI-Copilot lowers
entry barriers for beginners and enhances workflow efficiency for experienced
users. The ComfyUI-Copilot installation package and a demo video are available
at https://github.com/AIDC-AI/ComfyUI-Copilot.