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Act as a universal diagnostic tool for analyzing and resolving workflow failures, errors, and warnings. It operates in two modes: automatically detecting issues from execution logs or performing a targeted analysis on a specific problem. Its key capability is a persistent, version-controlled knowledge base that learns from past resolutions, allowing it to quickly identify recurring problems and suggest proven solutions. Rather than applying fixes directly, it provides a comprehensive root cause analysis, actionable next steps, and a command to continue the workflow, making it invaluable for maintaining stable and resilient automation pipelines.
