ScreenML is a macOS application designed to enhance screenshot management by automatically generating context-aware filenames. By leveraging advanced AI models, it analyzes the content and context of each screenshot to produce descriptive filenames, eliminating the need for generic, time-stamped names. This functionality streamlines workflows, making it easier to organize and retrieve screenshots. ScreenML also offers annotation capabilities, allowing users to open screenshots in Preview for editing and automatically copy the annotated image to the clipboard for seamless sharing. Additional features include customizable file naming formats, a menubar view for quick access to recent screenshots, and the option to launch the application at login. The primary value of ScreenML lies in its ability to simplify screenshot organization and retrieval, addressing common challenges associated with managing large volumes of screenshots.