How Do You Decide Whether a Trading Rule Is Necessary or Merely Convenient?

Some rules protect a strategy's core logic, while others may simply make decisions feel more comfortable. How would you test whether a rule genuinely improves the method rather than adding complexity without a measurable benefit?