Idiom of the Week - Let the Cat Out of the Bag

If one is not familiar with English idioms, one would most probably be confused hearing the statement below:

She let the cat of out the bag when she was cornered by her boss, ruining the surprise birthday party. 

What's the meaning of the idiom?

let the cat out of the bag - tell something that is supposed to be a secret