You DO have to report the stimulus on your tax return. If you are entitled to more than you received you will get credit for the additional amount when you file your taxes. However, if you already received what you were entitled to or more, it does not affect your taxes at all (you do not have to give it back).
I cannot help you with ESP/RRC.