The Hobbit by J.R.R. Tolkien
Bilbo Baggins, the hobbit, lives a very ordinary, unadventurous life, until he suddenly finds himself caught up in a plot to raid a treasure hoard of a very dangerous dragon, alongside a wizard and some dwarves. His resourcefulness and skill as a burglar surprise himself, as well as tween readers.