Holding Two Cards As One

I've got a question about handling two cards as one, because often when I find myself trying to

grab two cards as one for a color change or another move, I get called out for having

two cards, and it totally blows the effect.

So, I'm wondering if there's a special technique to do this cleanly and invisibly.