The library provides a clean, well-tested TypeScript API for calculating Elo updates across multiplayer matches, including individual players and teams, while remaining flexible enough to support custom K-factors, matchmaking experiments, and different competitive formats. I focused heavily on correctness and developer experience, shipping comprehensive unit tests, clear documentation, and sensible defaults so teams could drop it into the browser or a Node.js backend with minimal setup.