There is another word for that, one that appears next on the "cliched for a reason" list, initiative. Clearly, you should not be asking your boss to hold your hand during every step of a project, but a well timed "What can I do to help?" or "I noticed that [task] needs doing, I will tackle that," is much appreciated.