Exploring Conversation Patterns, Agent Output Routing, and Agent and Tool Instantiation

Understanding the conversation pattern between user input and agent output is essential for optimizing agent communication. It is crucial to develop a systematic approach to route agent output effectively, determining whether it should go to subordinate agents or be sent to the cloud. A basic agent builder has been introduced, with potential for iterative improvement, that allows for the construction of agents designed to create other agents. Key functions need to be defined, such as those for writing instructions, missions, and archetypes, to parameterize the overall system. Moreover, the concept of a toolmaker agent is proposed, which can create and manage tools needed by the agent swarm, focusing on the automation of tool integration and code writing based on specific needs. Developing these components—agent builders and tool makers—will enable users to advance effectively in creating functional agents and tools that interact seamlessly within their designated frameworks.