When it comes to lucky, it is never on the same side as Hayate.

His unemployed parents are good-for-nothings who waste the money they have on gambling.
One day, his parents have racked up a huge gambling debt that they had to sell Hayate to the yakuza for the value of his organs. And even said that this was his "early Christmas present".