A pattern of user activity is discovered and linked to a network service. The pattern is populated with information relevant to an expected activity of the user, and the populated pattern is provided in an automated message to the user. When the user accepts the message, the expected activity is performed on behalf of the user by the network service with the populated information or the expected activity is automatically scheduled for future performance on behalf of the user by the network service with the populated information.