Core responsibilities of AG-PCNPs include conducting comprehensive health assessments, developing individualized care plans, managing chronic diseases like diabetes and hypertension, and coordinating care with other healthcare professionals. They also play a crucial role in educating patients and their families about disease prevention and health maintenance.