This work focuses on a methodology to help bring many of our database artifacts and prototypes to reside on the top of a common workbench platform that leads to uniformity and removes overlap across different subsystems. A versatile command format has been developed to allow commands belonging to different subsystems to be interleaved in the same batch unambiguously. Through a collaborative effort carried on in parallel, existing GUIs (Graphical User Interfaces) have also been merged into a common, but simple GUI. The GUI executes a batch of commands. Subsystem currently included are: a runner for SQL on a variety of database platforms, a runner for Quilt queries (Quilt is an early version of XQuery and runs on a platform called KWEELT), El...