Because this ね is used as expectation for the agreement and reply like そろそろ出かけようね.
彼女とパーティに行けばいい means you should go to the party with her and this sentence is a suggestion, so this sentence added ね is unnatural because speaker doesn't expect the agreement and reply.
彼女とパーティに行けるといい means it is good thatI hope you can go to the party with her and this sentence added ね is natural because speaker expects the agreement and reply.