Steven E. Skrynecki, the chief of the Nassau County Police Department, will be the next chief of the Southampton Town Police Department, while East Hampton Village Police Chief Gerard Larsen, who was one of the final candidates in the search, is staying put.During a work session last Thursday, Southampton Town Supervisor Jay Schneiderman announced that Chief Skrynecki, a Southampton Town homeowner, had accepted an offer, “which I’m thrilled about,” he said.