If you hold your cursor over the difficulty check before you roll, you can see the starting difficulty check Minus your skill modifier. So the difficulty check shown that you need to reach accounts for your modifier. That way your only rolling a D20. I think though it is less satisfying this way than adding your modifier after you roll, but that’s just preference.