Systems and methods for generating and curating projects and tasks based on messages exchanged between members and assigned representatives are provided. A system receives, in real-time, a set of messages between a member and a representative as the set of messages are being exchanged. The system, based on these messages, automatically identifies a task that can be performed for the benefit of the member. The system can further identify additional information required for defining the task based on the member's preferences. The system can dynamically generate prompts for this additional information, which are provided to the member to obtain the additional information. The task is updated based on the additional information and is performed according to the parameters of the task and the additional information.