moai-essentials-perf

Performance profiling locates hot paths and bottlenecks by analyzing code execution. This Skill profiles your source code across languages, identifies the slowest functions or operations, and generates actionable tuning strategies with TRUST 5 checkpoints to guide optimization and code review.

Effective optimization starts with profiling to measure real bottlenecks, then applies language-specific tuning strategies. This Skill generates profiling plans, migration guidance, and test/lint execution plans aligned with best practices and current tooling to accelerate critical paths systematically.

Yes. This Skill applies cross-language profiling and optimization by working with language-specific source directories and configuration files. It generates profiling plans and tuning strategies that align with moai-foundation-langs for multiple languages and frameworks.

This Skill delivers TRUST 5 review checkpoints and migration guidance designed for code reviews and feature design workflows. These governance-aligned outputs embed performance as a factor in your review process and integrate with moai-foundation-trust frameworks.

Performance profiling generates a test/lint execution plan, TRUST 5 checkpoints for governance alignment, and migration guidance for troubleshooting or refactoring. These outputs provide both immediate bottleneck insights and structured guidance for implementing optimizations.

Profile when you suspect slow execution paths, before feature design, during code reviews, or when troubleshooting reported delays. Profiling identifies which operations consume the most resources, enabling targeted optimization rather than speculative improvements.