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The Error Resolver skill transforms the debugging process by implementing a rigorous five-step methodology: Classify, Parse, Match, Analyze, and Resolve. It moves beyond trial-and-error by applying structured root-cause analysis—such as the '5 Whys' technique—and maintaining a persistent 'Replay System' to record successful fixes in a localized knowledge base. This skill is ideal for developers tackling complex stack traces, elusive runtime exceptions, or recurring architectural issues that require standardized documentation and prevention strategies.