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The Performance Benchmarker skill automates the process of running consistent, high-fidelity benchmarks within your development environment. It enforces industry best practices by requiring sequential runs, minimum 60-second durations, and mandatory 10-second warmups to eliminate environmental noise and anomalies. This skill is essential for developers who need to establish reliable performance baselines, validate hardware-specific regressions, or perform binary search optimizations while ensuring metrics are captured in a standardized JSON format for automated analysis.