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Error Detective is a specialized debugging skill designed to eliminate guesswork by applying the structured TRACE methodology (Trace, Read, Analyze, Check, Execute). It empowers developers to parse complex stack traces across multiple languages, recognize recurring error patterns, and perform deep root cause analysis to distinguish surface symptoms from underlying architectural issues. Whether you are troubleshooting production outages or investigating intermittent logic bugs, this skill provides a rigorous workflow for hypothesis testing, implementation of verified fixes, and the creation of regression tests to ensure long-term stability.