It was a garment worn under normal clothing in order to mortify the flesh.  It was usually made of coarse animal hair like goat, and must have been very uncomrtable.   They could be worn for short periods as a penance, or very religious people might have worn them all the time.  I believe Thomas More wore one.  A hairshirt can also be called a cilice.

 

Louise