Turn on a hotplate and set the temperature to 100 degrees Celsius. It will heat up while you're doing the rest of the steps.
Lay a long piece of Scotch tape face up (so sticky side up) along the table. It's a good idea to leave a bit hanging off the edge, for ease of picking it up later.
Make sure to affix the long tape to the table with some shorter pieces of tape (sticky side down) at the far end (away from the edge).
Now carefully place your bulk crystal on the long piece of tape, near the top side (away from the edge of the table). Gingerly press down to adhere.
Gently fold the tape over on itself, trapping the flake on both sides with tape. The crease of the fold should be very close the the crystal, as to leave enough room to repeat this procedure. Keep holding the rest of the tape. Press down slightly on the crystal to ensure good adhesion.
Quickly, but not too forcefully, pull the folded tape open, holding the fixed side with your other hand. This quick motion will cleave the crystal cleanly. Too much force might rip the tape and you will have to start over. You should be left with most of the bulk crystal left on the top, and a thin layer of crystal on the other side of the fold.
Now the procedure will depend on your needs and what material you are exfoliating. You always want to repeat this folding and pulling step a few times, so make sure you are working with the inner layer of the crystal.