Predictive Skill Assessment evaluates the accuracy and reliability of predictive models by comparing their forecasts against actual outcomes. It is crucial in determining the practical utility of models in fields like meteorology, finance, and healthcare, ensuring they provide actionable insights and reduce uncertainty in decision-making processes.