The easiest way I've found to peel hard boiled eggs was here on BYC:
Bring a pot of heavily salted water to boil
Gently put the eggs into the water and boil about 14-15 minutes
Remove and either put in an ice water bath (which won't work for you) or run them under cold water until they are...