Not sure if it was mentioned in the series so I’ll add here that another motivation for Ned Stark to avoid killing is what Tywin Lannister had the Mountain do with the Elia Dorne and her children the last time when Robert won the crown.
I seriously doubt he wanted to repeat something like that.