Recently, teacher professional development community has become the core of teacher professional development in Taiwan. The aim is to make teachers promote professional development through continuous learning. However, due to various factors, it has not been popularized in every school. The research is analyzed the current situation of teacher professional learning community, based on the theory of Action Learning and explored the feasibility of Action Learning in the teacher professional learning community by the SWOT analysis. It will provide teachers another learning way.