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The Orchestrator skill implements a sophisticated 5-phase autonomous development pipeline (AIDA) by coordinating multiple subagents using a Conductor-Leader-Player pattern. It automates the transition from initial requirements gathering and architectural design through to TDD-based implementation, maintaining persistent state through session snapshots and session management. By delegating tasks to specialized Leader-Spec and Leader-Impl agents, it enables parallel execution and ensures consistent project alignment across the entire development lifecycle, making it ideal for large-scale engineering tasks.