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name: wa-performance-review description: > Conduct a focused performance analysis based on the Well-Architected Framework Performance Efficiency pillar. Use when user says "performance review", "wa performance", or "check performance". Analyzes scalability, data access, caching, algorithm efficiency, network I/O, and resource management.

Well-Architected Performance Review

Conduct a focused performance analysis based on the Well-Architected Framework Performance Efficiency pillar.

Usage: When user says "performance review", "wa performance", or "check performance"

Performance Pillar Focus Areas

• Scalability (horizontal scaling, async operations)
• Data Access (N+1 queries, connection pooling, indexing)
• Caching Strategy (memory/distributed caching, invalidation)
• Algorithm Efficiency (time/space complexity, Query optimization)
• Network & I/O (batching, compression, streaming)
• Resource Management (memory leaks, GC pressure, thread pool)

Analysis Targets

Analyze the codebase for:

• 🚨 Critical performance issues (blocking calls, N+1 queries)
• ⚠️ Performance bottlenecks (inefficient algorithms, missing caching)
• ✅ Performance best practices observed

Output

Provide specific file references with optimization recommendations and effort estimates.

Use the Well-Architected Agent with performance pillar deep dive scope.