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The Test Fixer skill provides a structured framework for resolving broken tests by systematically analyzing error messages, identifying patterns, and implementing precise corrections. It categorizes failures into specific types—such as timeouts, assertion errors, and environment issues—offering tailored debugging strategies and implementation patterns for each. By following a rigorous cycle of diagnosis, minimal implementation, and iterative verification, this skill ensures that software remains stable and that test suites consistently reflect the true health of the application regardless of the testing framework used.