A system for robotic manipulation of objects having various shapes and sizes. The system includes a robot having an end effector, and an independent tag. The independent tag may have an object attachment interface to grasp an object, and an end effector attachment interface to mechanically interface with the end effector. Upon actuation of the robot, the end effector may move the object via the independent tag. A corresponding method is also disclosed and claimed herein.