The Crossbows skills governs a character's mastery of crossbow weapons. Crossbows fire bolts and are slower than bows, but tend to be more accurate. See the weapon page for a list of all crossbows and their properties.
Crossbows aptitudes
From Dungeon Crawl Stone Soup 0.8.0 in-game documentation: