How should traders evaluate a setup that works only in certain seasons?

Some markets may show recurring seasonal patterns, although those patterns are not guaranteed to persist. A strategy that relies on seasonality needs evidence across multiple periods and an understanding of the underlying causes. Would you incorporate seasonal behaviour into a trading system, and what evidence would you require first?