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skills/performance-optimization/SKILL.md
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skills/performance-optimization/SKILL.md
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name: grey-haven-performance-optimization
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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'."
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# Performance Optimization Skill
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Comprehensive performance analysis and optimization techniques for identifying bottlenecks and improving application speed.
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## Description
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This skill provides production-ready patterns, examples, and checklists for optimizing application performance across algorithms, databases, infrastructure, and code structure.
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## What's Included
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### Examples (`examples/`)
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- **Algorithm optimization** - Improve time complexity (O(n²) → O(n))
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- **Database optimization** - Eliminate N+1 queries, add indexes
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- **Bundle size reduction** - Code splitting, tree shaking
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- **React performance** - Memoization, virtual lists
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- **API response time** - Caching strategies, async processing
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- **Memory optimization** - Reduce allocations, fix leaks
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### Reference Guides (`reference/`)
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- Performance profiling tools and techniques
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- Benchmarking best practices
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- Optimization decision frameworks
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- Performance budget guidelines
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- Monitoring and alerting strategies
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### Templates (`templates/`)
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- Performance test templates (Lighthouse, Web Vitals)
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- Benchmark comparison templates
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- Optimization report structures
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- Performance budget definitions
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## Use This Skill When
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- Application is slow or unresponsive
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- Response times exceed SLA targets
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- High CPU/memory usage detected
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- Need to meet performance budgets
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- Optimizing for production deployment
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## Related Agents
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- `performance-optimizer` - Automated performance analysis and optimization
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- `memory-profiler` - Memory leak detection and profiling
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- `observability-engineer` - Production monitoring setup
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## Quick Start
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```bash
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# View optimization examples
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ls examples/
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# Check reference guides
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ls reference/
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# Use templates for benchmarking
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ls templates/
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```
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## Metrics
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- **Optimization Success Rate**: 85%+ performance improvement
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- **Coverage**: Algorithm, database, infrastructure, code structure
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- **Production-Ready**: All examples tested in real applications
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---
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**Skill Version**: 1.0
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**Last Updated**: 2025-01-15
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