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This skill provides expert-level strategies for enhancing the performance of Go applications by focusing on efficient memory management and CPU utilization. It guides developers through critical implementation patterns such as slice pre-allocation, efficient string manipulation with strings.Builder, and object recycling via sync.Pool. Built on the principle of 'profile first,' this skill ensures that optimizations are only applied where they matter most, helping you maintain clean code while significantly reducing garbage collection pressure and runtime overhead in high-throughput environments.