Only if your source of income is from Puerto Rico.
https://www.irs.gov/taxtopics/tc901
>> If you're a bona fide resident of Puerto Rico during the entire tax year, you generally aren't required to file a U.S. federal income tax return if your only income is from sources within Puerto Rico.