Although ROS MoveIt! evolved to a quasi-standard for basic robot planning, it lacks a modular and flexible framework to compose and plan complex task sequences as they arise frequently in maniulation tasks. The task constructor framework introduced in the talk is aiming to fill this gap. It allows for hierarchical organization of basic planning stages using containers. Both, serial and parallel containers are supported to describe traditional sequential tasks as well as alternatives or fallbacks respectively. The power of the framework is illustrated in various pick-and-place scenarios, including bimanual tasks. An interactive GUI to inspect solutions and failures as well as to setup a task description rounds off the software.