Methods and devices for generating an action item summary are described. In one example embodiment, the present application describes a processor-implemented method. The method includes: receiving a request for creation of an action item, the action item comprising a record of a proposed future action; obtaining context information associated with the action item; storing the action item and context information; and generating a sentence describing the action item based on the context information associated with the action item.