How Can Traders Test Whether a Strategy Depends Too Much on One Market Event?

A strategy may look highly profitable because a single major move accounts for a large part of its historical gains. How would you test whether its results remain meaningful when that event is removed from the sample? What would you consider acceptable evidence that the strategy has a repeatable edge?