“performance optimization”

Use when optimizing React Three Fiber scenes, experiencing frame drops, high draw calls, or implementing 3D performance features - ensures systematic…

Plan, implement, or review google cloud waf performance optimization work in an existing codebase with compatibility, security, and verification controls.

Performance engineer loop — speed, memory, scalability, extra rendering.

Identifies bottlenecks and improves speed, efficiency, and resource utilization.

Specialized skill for profiling applications, specifically games or interactive UIs, addressing frame drops, memory leaks, and render bottlenecks.

PFW 철학 통합 자동화 시스템 (v4.0) - Point-Free Workshop 단순성 원칙 최우선 적용, 12개 서브에이전트 동시 실행, TCAFlow & WeaveDI 3.4.1 전문, 타입 안전한 상태 검증 자동 구현.

排查并优化 Ascend C 算子性能。当用户开发、审查或优化 Ascend C kernel 算子时使用，或当用户提及 Ascend C 性能优化、算子优化、tiling、流水、搬运、 内存优化、NPU/昇腾等关键词时触发。

指导 Catlass 算子性能调优。流程：阅读 catlass 优化指南、获取/更新 profiler 基线、按指南修改 tiling、重新编译、**强制产出并展示性能对比报告**、迭代对比。调优策略以 catlass 文档为准。条件不明则追问。

Run an evaluator-gated performance optimization workflow over Codex goal mode with durable OMX artifacts and safe goal handoffs.

Universal SQL performance optimization guidance for query tuning, indexing, execution plans, pagination, batching, and database performance analysis.

Performance optimization mindset - knowing when to optimize, how to measure, where bottlenecks hide, and when "fast enough" is the right answerUse when "slow…

Keeping codebases healthy, performant, and maintainable - refactoring, performance optimization, and technical debt managementUse when "refactor, optimize…

Profile-driven performance optimization with behavior proofs.

Evidence-gated workflow for MoE performance optimization in Megatron Bridge.

Performance optimization patterns for Mandu applications.

Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps.

Expo React Native performance optimization guidelines.

Golang performance optimization patterns and methodology - if X bottleneck, then apply Y.

Application-level React performance optimization covering React Compiler mastery, bundle optimization, rendering performance, data fetching, Core Web Vitals…

React and Next.js performance optimization guidelines from Vercel Engineering.

Performance optimization specialist for profiling, caching, and latency optimizationUse when "performance, latency, slow query, profiling, caching…

Evaluator-gated performance optimization workflow with durable Omagy artifacts for agy.

Ruby performance optimization guidelines.

Go performance optimization techniques including profiling with pprof, memory optimization, concurrency patterns, and escape analysis.