It's not rocket, it's rocket science. I.E. a complex or difficult mental exercise or field or study, used frequently in an ironic sense to suggest that a task should be easy or simple because it is not rocket science. (definition from wikipedia)
What people should say is what they already say. English doesn't have a central authority, it's defined by common usage.