Introduction.- The deterministic skeleton model and observed features of the MJO.- A Stochastic Skeleton Model for the MJO.- Tropical–extratropical Interactions and the MJO Skeleton Model.- New indices for observations of tropical variability based on the skeleton model and a model for the Walker circulation.- Refined Vertical Structure in the Stochastic Skeleton Model for the MJO.- Current and Future Research Perspectives.