This is a useful tip, specifically for noticeable mascara powder and large glitter particles.
I found that fine-particle eyeshadows or shimmery pearls spread on the skin the more you touch them, making them difficult to remove.
If you want to remove it cleanly without irritating your skin, try using Post-it notes instead of tape or a screw brush.
I recommend using a small Post-it note. If you press too hard to peel it off, the base may come off, so it is best to touch it lightly!