EconSkills is a skill library and evaluation framework for web agents that distills verified procedures for retrieving live economic data. It separates two questions: whether a known procedure transfers to a held-out task and whether an agent can retain that benefit. The results show that reusable economic web procedures can transfer across task instances and provide a design target for coverage-aware selection and context delivery.