You need to store the password during PostgresPostgreSQL connection adding. Once you did it. QgisQGIS should not ask you again for the password. However, for single password insert it sounds like a bug in QgisQGIS but without proper investigation is hard to say. Multiple reasons can cozcause this behavebehavior that youryou're connection is trying to refresh.