To my knowledge, the precedent is to replace "whoever left the bench" with "whoever is likely to agree with the current President's party".
Are there any examples where a liberal president nominated a conservative or vice-versa?
(I'm not talking about situations where someone was appointed as a conservative and moved gradually left, which actually happens to all justices.)