When the American Revolutionary War broke out in 1775, Phillips relocated his family from occupied Boston to Norwich, Connecticut, where they occupied the childhood home of Benedict Arnold. He sat in the convention of 1779-80 that drafted the Massachusetts State Constitution, and also in the state convention that ratified the United States Constitution. He served during the 1780s as a state representative and senator.