A new method called Behavior Cue Reasoning enhances the oversight of Large Language Models by introducing special token sequences that signal specific behaviors, improving efficiency and safety in reasoning tasks. This approach has shown to significantly reduce wasted reasoning tokens and increase success rates in complex problem-solving scenarios without compromising performance.