Robot Framework is a test automation framework that allows test cases to be written using keywords. It provides simple APIs to create custom test libraries and outputs test reports in XML format. Test suites are organized into files and directories and can be executed from the command line using options to control execution and output reporting. This generates log, report and XML output files containing the test results.