Can 15 mg prednisone cause me to feel shaky? I've been on this dose since August 6this year

Sure. As a side effect, Prednisone can cause shakiness. Don't stop it, though; if you want to get off it you need to taper it over some time - consult with the prescribing doctor about this if the shakiness gets to the point that you want to come off it.