Catch on fast

To understand or learn something quickly, often referring to grasping concepts or adapting to new situations with speed.

The phrase uses 'catch' in the sense of grasping or seizing, similar to catching a ball thrown at you. This metaphorical use of 'catch' for understanding developed in the mid-1800s, with 'catch on' meaning to understand becoming popular by the 1880s.