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This skill enables Claude to handle complex debugging scenarios by breaking down multiple unrelated failures into independent tasks for parallel execution. Instead of investigating bugs sequentially, it groups failures by domain—such as specific test files or subsystems—and assigns dedicated agents to each. This approach is particularly effective for large-scale refactors or CI/CD failures where multiple components are broken but do not share state, allowing for rapid resolution and integration without agents interfering with one another.