The document outlines five essential CommandBox modules to enhance the CommandBox CLI experience, including Bullet Train for customized prompts, cfconfig-cli for managing server configurations, and dotenv for loading environment variables. Additionally, it lists several bonus modules such as cfformat for formatting CFML code and ngrok for creating remote proxies. Each module is accompanied by installation instructions and highlights its specific functionalities for developers.