The negative form "Didn't skip a beat" is a musical metaphor. When a music piece is performed without skipping any beat, it is continuous and fluid. The phrase "didn't skip a beat" means "didn't stop", "relentless", "without pausing", "unhesitating", "unrelenting" etc.
The positive form "Skip...