The term was first used in the 1970s by surfers in California, who often called those who could not surf well "squirrelly kids." The term then became widespread among other sports communities, such as skateboarding and BMX, where it was used to describe those who were unskilled at their craft.
This eventually led to its adoption by motorcycling enthusiasts as a way of describing poor riding skills or asinine behavior on two wheels.