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This skill provides Claude with a rigorous, scientific approach to debugging software issues, ranging from flaky tests to critical production incidents. By prioritizing fact-based observations over speculative fixes, it guides the AI through creating structured hypotheses, instrumenting code using the specialized debugsk local logger, and executing controlled reproductions. It is particularly effective for developers who need to narrow down root causes in complex systems without polluting native logs or relying on specific vendor infrastructure.
