Debugging and optimizing Flask CLI commands with Click involves logging execution details, optimizing database queries using ORM techniques like load_only, implementing caching with Flask-Caching, enabling asynchronous processing with threading, and writing unit tests using CliRunner for reliable command-line interfaces.