AI-Personal Assistants have great potential in supporting both recurrent and nonrecurrent skills development. For recurrent skills, AI assistants can deliver personalized learning materials, identify gaps in understanding, and simulate real-world interactions for practice. For nonrecurrent skills, AI assistants can generate complex scenarios that require learners to analyze and make decisions based on changing contexts, helping them develop domain-specific strategic thinking, problem-solving, and decision-making skills.