I use a 4Evertiptool to shape and scuff my Samarsa break tip. I think I've shaped it twice in the year I've had the tip. It takes a little longer than shaping a playing tip but nothing out of the ordinary.
If you want a dime radius, your Willard should work fine...assuming it's a leather tip. I have no idea about shaping a phenolic tip.