Many 1st semester students want to get involved and can't code yet. And I know they'd jump at this.
Number that attempt to get involved is unknown.
I require 1st semester students to push final projects to Github public repositories so they learn Git.
Biggest problem is that they can't program very well yet but want to contribute. So any low-hanging fruit is welcome, really.