Woodpecker is a modular red teaming tool designed for identifying security vulnerabilities in AI and cloud applications through experimentation. It features a command-line interface that allows users to run and verify experiments, as well as manage components that enhance experiment functionality. Users can customize experiments using specific YAML files and can install or uninstall additional components as needed.