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The Parallel Agent Dispatcher skill provides a strategic framework for scaling AI-driven development by identifying independent problem domains and delegating them to separate agents. Instead of waiting for a single agent to work through a list of unrelated test failures or bugs sequentially, this skill enables parallel execution, significantly reducing the time required for complex debugging and refactoring sessions. It includes specific patterns for domain isolation, focused prompt structuring, and conflict-aware integration to ensure high-quality, independent solutions across the codebase.