Originally Posted by CliffordK

Attach to the two flats. Turn counter clockwise. Be careful of the spokes.

A turn or two, and you can usually get it the rest of the way out/in with the fingers.

Note, this is for PRESTA as above.

For Schrader, you'll need the tool, or a valve cap with the tool.