The Science Consultant Agent is a web-based Artificial Intelligence (AI) tool that helps practitioners select and implement the most effective modeling strategy for AI-based solutions. It operates through four core components: Questionnaire, Smart Fill, Research-Guided Recommendation, and Prototype Builder. By combining structured questionnaires, literature-backed solution recommendations, and prototype generation, the Science Consultant Agent accelerates development for everyone from Product Managers and Software Developers to Researchers. The full pipeline is illustrated in Figure 1.

翻译：科学顾问代理是一种基于网络的人工智能工具，旨在协助从业者为基于人工智能的解决方案选择并实施最有效的建模策略。该工具通过四个核心组件运行：问卷模块、智能填充模块、研究引导推荐模块和原型构建模块。通过结合结构化问卷、文献支持的解决方案推荐以及原型生成功能，科学顾问代理能够加速从产品经理、软件开发人员到研究人员等各类用户的开发进程。完整流程如图1所示。