How Do You Evaluate Whether a Trading Strategy Is Too Dependent on One Indicator Threshold?

A strategy may perform well with a particular indicator setting but deteriorate when the threshold changes slightly. How do you test whether that setting represents a meaningful feature of the strategy or an overly precise historical fit? What range of settings would you investigate before trusting the result?