A graphical data type inference transparently transforms a legacy text-oriented command line interface (CLI) into a graphic-oriented or graphic-aware CLI (G-CLI). A user fuses graphical references with the legacy scripting language by identifying objects using syntax familiar to the user. The objects are presented to the user via a user interface and may be queried/selected by the user. The user issues commands on the selected objects by referencing the graphical selection in a command line within a shell. The graphical selection in short hand is translated into a form operable by a server or computer. The syntax of the legacy command language is extended with operators that operate entirely within the G-CLI. Consequently, the command line used in the shell has an existing operation set, as well as new graphic-based operations.