A contact center is described along with various methods and mechanisms for administering the same. The contact center proposed herein provides the ability to calculate short-term predictor metrics for achieving particular percent service level objectives in a plurality of skills, determine an optimal skill based on the comparison of short-term predictor metrics, and assign an agent to the optimal skill to increase the contact center's overall operational efficiency and performance.