WARNING SPOILERS You can get the pegasus boots after you went and finish Eastern Palace. When you go to zora cave to get the flippers, you'll find out that the shady guy from kakariko village. So you'll have to go talk to him. But when try to go near him, he'll run away from you. So you have to sneak up to him by merging on the wall and pop out ....