Great idea!
Look at ingredients— pierogi dough typically has egg, salt, and a fat ( butter, vegetable oil, sour cream. Not a fat, but sometimes even mashed potatoes kind of like gnocchi dough).
Whichever wrapper you go with, use plenty of salt in the water, like you were making Italian pasta. See also Any tricks to making pelmeni or pierogi ?