3. A non-transitory computer-readable medium for implementing an automated assistant on one or more computing devices, the computer-readable medium having instructions stored thereon, the instructions, when executed by one or more processors, cause the processors to perform operations comprising: invoking the automated assistant; causing a first output to be displayed in a conversation interface of the automated assistant, wherein the first output comprises a plurality of core competencies of the automated assistant and an example of a natural language input for invoking each of the plurality of core competencies; at an input device, receiving user input; interpreting the received user input to derive a representation of user intent; identifying at least one task based at least in part on the derived representation of user intent; calling at least one service for performing the identified task; and causing a second output to be displayed based on data received from the at least one called service; wherein the first output is displayed prior to receiving the user input.
3. A non-transitory computer-readable medium for implementing an automated assistant on one or more computing devices, the computer-readable medium having instructions stored thereon, the instructions, when executed by one or more processors, cause the processors to perform operations comprising: invoking the automated assistant; causing a first output to be displayed in a conversation interface of the automated assistant, wherein the first output comprises a plurality of core competencies of the automated assistant and an example of a natural language input for invoking each of the plurality of core competencies; at an input device, receiving user input; interpreting the received user input to derive a representation of user intent; identifying at least one task based at least in part on the derived representation of user intent; calling at least one service for performing the identified task; and causing a second output to be displayed based on data received from the at least one called service; wherein the first output is displayed prior to receiving the user input. 35. The computer-readable medium of claim 3 , wherein one of the plurality of core competencies is getting directions.