Graduate Level: The Autonomous Tool Orchestrator

This is a core function of a truly sophisticated autonomous agent. You don't tell the agent *which tool to use*; you give it a high-level goal and a set of available tools. The agent's reasoning engine then analyzes the task, forms a plan, and decides for itself which tool is the most appropriate for each step.