Deptective is a tool that automatically identifies and installs native dependencies required to run any executable or command by observing file access attempts. It operates within Docker containers to avoid contaminating the host system and can generate logs for debugging failed dependency resolutions. Users can also specify package managers and operating systems through command line options.