KGB,
Rules for each island are different, and might change at any time, especially in light of the fast-developing Omicron variant story. You'll need to research the rules for each island.

A couple of weeks ago, we made a 4-day trip from St. Maarten to St. Barts, traveling by ferry, round-trip from Philipsburg. No Covid test required in either direction -- just proof of vaccination.