What is EnvGym? EnvGym is a general multi-agent framework designed to automate the construction of executable environments for reproducing research prototypes from top-tier conferences and journals. While reproducibility has become a growing concern in the research community, the process of setting up environments remains time-consuming, error-prone, and often poorly documented.