The characters in the story attempt to break the cycle of time loops by trying to uncover the cause of the time loop and solve it, changing their actions and decisions to see if it affects the loop, seeking help or advice from others who may have knowledge about breaking time loops, and trying to find a way to disrupt the natural flow of time within the loop.