You're truly talking about an E-Clip and not the horseshoe clip, right?
I stick a small slot screwdriver in one of the recesses and just twist slowly and prepare to catch the clip before it flies away.
E-clip
For horseshoe clips, you just bend the ears out slightly and slide them off.