DuplexAgent-RSI is a full-duplex voice agent collaboration system that enables continuous listening and speaking while handling complex reasoning and tool use through a modular, verifiable loop. Its harness expresses the workflow as six editable modules, which are revised from interaction traces using a simulator that generates timed test conversations, identifies failures, and proposes targeted module changes.