Systematic Debugging

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Elevate your troubleshooting process with a rigorous framework designed to eliminate guesswork and symptom-level patches. This skill guides the development workflow through a structured lifecycle—from initial investigation and pattern comparison to methodical hypothesis testing and verified implementation. By enforcing the creation of failing test cases and preventing 'shotgun debugging' anti-patterns, it ensures that every fix is precise, minimal, and addresses the underlying source of failure rather than just its symptoms.

Características Principales

• Identification and prevention of common debugging anti-patterns
• Pattern analysis via comparison with working reference implementations
• Methodical hypothesis formation and single-variable testing protocols
• Four-phase root cause investigation framework
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• Rigorous implementation rules requiring minimal changes and failing test cases

Casos de Uso

• Troubleshooting unexpected system behavior after major refactors or dependency updates
• Investigating complex stack traces or silent failures in application logic
• Resolving persistent or flaky test failures in a codebase