SCOTUS cannot stop an impeachment.
They have already ruled the president is immune from civil or criminal actions for almost anything he/she does while in office.
That’s it…the question is that tiny little gray area they left open but good luck with that. The former president’s lawyers will tie that up in courts for many years at the least if it is not tossed at the outset due to immunity.