This paper comprehensively reviews methods for assessing and enhancing the resilience of community-centric power systems, examining engineering-based and data-driven metrics, the interdependence of power and community resilience, and the integration of AI/ML strategies, alongside relevant techno-legal frameworks. It highlights critical research gaps and future directions for robust energy infrastructure.