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The Parallel Agent Dispatcher skill provides a structured framework for scaling Claude Code's capabilities by delegating independent problem domains to parallel agents. By identifying tasks with no shared state or sequential dependencies—such as unrelated test failures across different files or isolated subsystem bugs—it enables high-throughput debugging and development. This skill guides users through a four-step pattern: identifying independent domains, crafting focused agent prompts, dispatching concurrent tasks, and integrating the resulting changes, significantly reducing the total time required for complex software maintenance and refactoring.