If it were an employer's market you could probably get away with that.
A github account just makes it slightly more likely that the candidate's experience involves more open source, and less proprietary code.
Personally, I'd rather filter candidates based on factors that relate to their performance. After all, bad hires are very expensive... as such, most of these shortcuts strike me as incredibly misguided nonsense.