How Do You Determine Whether a Strategy Has Too Many Filters?

Adding conditions can reduce the number of trades and sometimes improve selectivity, but excessive filtering can leave a method dependent on a narrow set of historical circumstances. How would you decide which rules deserve to remain in your strategy?