Flaws are physical, mental, or social hindrances. Beyond making your hero more interesting, Flaws help you earn Resolve: whenever one of your Flaws complicates things for you or your allies, you can bring it into play to gain a point of Resolve.
The full reference lists every Flaw in the game, including the plot-hook and condition Flaws that work a little differently.