---

name: grey-haven-performance-optimization description: "Comprehensive performance analysis and optimization for algorithms (O(n²)→O(n)), databases (N+1 queries, indexes), React (memoization, virtual lists), bundles (code splitting), API caching, and memory leaks. 85%+ improvement rate. Use when application is slow, response times exceed SLA, high CPU/memory usage, performance budgets needed, or when user mentions 'performance', 'slow', 'optimization', 'bottleneck', 'speed up', 'latency', 'memory leak', or 'performance tuning'."

v2.0.43: Skills to auto-load for performance work

skills:

• grey-haven-code-style
• grey-haven-observability-monitoring

v2.0.74: Tools for performance optimization

allowed-tools:

• Read
• Write
• MultiEdit
• Bash
• Grep
• Glob
• TodoWrite

---

Performance Optimization Skill

Comprehensive performance analysis and optimization techniques for identifying bottlenecks and improving application speed.

Description

This skill provides production-ready patterns, examples, and checklists for optimizing application performance across algorithms, databases, infrastructure, and code structure.

What's Included

Examples (examples/)

• Algorithm optimization - Improve time complexity (O(n²) → O(n))
• Database optimization - Eliminate N+1 queries, add indexes
• Bundle size reduction - Code splitting, tree shaking
• React performance - Memoization, virtual lists
• API response time - Caching strategies, async processing
• Memory optimization - Reduce allocations, fix leaks

Reference Guides (reference/)

• Performance profiling tools and techniques
• Benchmarking best practices
• Optimization decision frameworks
• Performance budget guidelines
• Monitoring and alerting strategies

Templates (templates/)

• Performance test templates (Lighthouse, Web Vitals)
• Benchmark comparison templates
• Optimization report structures
• Performance budget definitions

Use This Skill When

• Application is slow or unresponsive
• Response times exceed SLA targets
• High CPU/memory usage detected
• Need to meet performance budgets
• Optimizing for production deployment

Related Agents

• performance-optimizer - Automated performance analysis and optimization
• memory-profiler - Memory leak detection and profiling
• observability-engineer - Production monitoring setup

Quick Start

# View optimization examples
ls examples/

# Check reference guides
ls reference/

# Use templates for benchmarking
ls templates/

Metrics

• Optimization Success Rate: 85%+ performance improvement
• Coverage: Algorithm, database, infrastructure, code structure
• Production-Ready: All examples tested in real applications

---

Skill Version: 1.0 Last Updated: 2025-01-15