This project transforms the AI into a Coordinator, a high-level manager that orchestrates software tasks by delegating them to independent, asynchronous workers instead of executing them directly. It handles the complete lifecycle of these sub-agents (spawning, messaging, stopping) and interprets their results through a structured XML notification protocol, while dynamically managing the environment and tool availability based on the session's state.
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