title: ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow
    Development
summary: 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.
paper_authors._id: 6842632d542c9011f1bebf46
paper_authors.name: Zhenran Xu
paper_authors.status: claimed_verified
paper_authors.statusLastChangedAt: 2025-06-06T07:40:31.325Z
paper_authors._id: 639c379cdb7c5f35004066cb
paper_authors.avatarUrl: /avatars/3e435506ee85aa7d2d0ec2174a07462f.svg
paper_authors.fullname: Zhenran Xu
paper_authors.type: user
paper_authors.user: imryanxu
paper_authors._id: 6842632d542c9011f1bebf47
paper_authors.name: Xue Yang
paper_authors._id: 6842632d542c9011f1bebf48
paper_authors.name: Yiyu Wang
paper_authors._id: 6842632d542c9011f1bebf49
paper_authors.name: Qingli Hu
paper_authors._id: 6842632d542c9011f1bebf4a
paper_authors.name: Zijiao Wu
paper_authors._id: 6842632d542c9011f1bebf4b
paper_authors.name: Longyue Wang
paper_authors._id: 6842632d542c9011f1bebf4c
paper_authors.name: Weihua Luo
paper_authors._id: 6842632d542c9011f1bebf4d
paper_authors.name: Kaifu Zhang
paper_authors._id: 6842632d542c9011f1bebf4e
paper_authors.name: Baotian Hu
paper_authors._id: 6842632d542c9011f1bebf4f
paper_authors.name: Min Zhang
paper_title: ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow
    Development
paper_summary: 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.
paper_ai_summary: ComfyUI-Copilot uses a large language model and multi-agent system to enhance the usability and efficiency of the AI-driven art creation platform ComfyUI.
paper_ai_keywords: large language model multi-agent framework central assistant agent specialized worker agents knowledge bases