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The System Throughput Analyzer skill empowers Claude to diagnose performance issues and maximize system capacity by evaluating critical metrics like request rates, data flow, and resource saturation. It provides actionable insights into architectural bottlenecks and queue processing delays, helping developers identify exactly where a system is throttled. Whether you are troubleshooting a slow web server or planning to scale a high-volume data pipeline, this skill streamlines the process of evaluating scaling strategies and improving overall system efficiency.