the root of all this is that the religion is Islam, someone who follows that religion is a Muslim. Describing something that is related to that religion you use Islamic.
Christianity -> Islam
a Christian -> a Muslim
something is christian -> something is islamic
DURKA DURKA JIHAD. SPREAD ISLAM BY THE SWORD!