Introduction: The development of artificial intelligence (AI) agents, particularly those leveraging large language models (LLMs), faces significant challenges related to cost and complexity. These agents often require extensive training data and computational resources, and their ability to adapt to new tasks and environments can be limited. This analysis explores how incorporating “procedural memory,” inspired by…