Skelly's timeline is a straight line. He never goes back in time, instead the world around him resets bearing the consequences of the past run. Let's also keep in mind, and that is if I remember correctly, that Rubia could see a blue window. Meaning that by dying the way she did, she might have stumbled onto another timeline proper to herself, creating a divergence.