Catch Missile is learned through the Unarmed Combat skill.

While your hands are empty, you have a 25% chance of catching a projectile when a monster attacks you with a ranged weapon. 

With the projectile in hand, you can perform an attack as if it were a ranged weapon. The projectile is then lost.

When attacking with the projectile, you will not become unbalanced.