Medical students shoulder many responsibilities during their general clerkships. Navigating new environments in the clinic and on the ward, keeping up with assignments, and preparing for shelf exams can be difficult. This toolkit provides students with ideas, examples, and practical applications of AI chatbots (e.g., ChatGPT, Claude, and Gemini) while on clinical rotations. The toolkit is split into subsections: Wellness, Scheduling, Studying, Clerkship Preparation, Goal Setting, and Other. Each subsection contains example use cases for AI chatbots and corresponding example chatbot prompts.
Note: The following AI tools were used to create this resource: ChatGPT-5 (8/14/2025), Claude 4.1 (8/14/2025), and Gemini 2.5 (8/14/2025).
Last updated October 2025
Authors
Ryan Chen, Medical Student, University of Miami Leonard M. Miller School of Medicine
Nadine Javier, Medical Student, University of Miami Leonard M. Miller School of Medicine
Constance Chen, MS, Medical Student, University of Miami Leonard M. Miller School of Medicine
Gauri Agarwal, MD, FACP, Associate Professor of Medicine and Medical Education, University of Miami Leonard M. Miller School of Medicine