Analysis is a fundamental part of system's development.  It is also one of the most difficult things to do right, and since everything that follows is based on it we need multiple skills to do it correctly.  Commonality-Variability Analysis, as suggested in the work of James O. Coplien, is a remarkably powerful approach to conducting requirements analysis.