It's a very healthy thing to do. Most folks eat an unhealthy breakfast when they do eat one. Eating a good breakfast is helpful in kickstarting the metabolism for the day.
Debunked reasoning: You still eat X calories per day, you still use Y calories per day, storing or using fat depending (mostly) on the difference between X and Y. The relative timing of consumption and use have a demonstrably negligible effect.