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.claude/commands/optimize-math.md

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+# Optimize Mathematical Performance
+
+Optimize the performance of the following mathematical function in the MEV bot: $ARGUMENTS
+
+## Performance Optimization Strategy:
+
+### 1. **Profiling and Measurement**
+```bash
+# CPU profiling for mathematical functions
+go tool pprof http://localhost:9090/debug/pprof/profile?seconds=30
+
+# Memory profiling for mathematical calculations
+go tool pprof http://localhost:9090/debug/pprof/heap
+
+# Benchmark testing for mathematical functions
+go test -bench=. -benchmem ./pkg/uniswap/...
+```
+
+### 2. **Optimization Areas**
+
+#### **Precision Handling Optimization**
+- Uint256 arithmetic optimization
+- Object pooling for frequent calculations
+- Minimize memory allocations in hot paths
+- Efficient conversion between data types
+
+#### **Algorithm Optimization**
+- Mathematical formula simplification
+- Lookup table implementation for repeated calculations
+- Caching strategies for expensive computations
+- Parallel processing opportunities
+
+#### **Memory Optimization**
+- Pre-allocation of slices and buffers
+- Object pooling for mathematical objects
+- Minimize garbage collection pressure
+- Efficient data structure selection
+
+### 3. **MEV Bot Specific Optimizations**
+
+#### **Uniswap V3 Pricing Functions**
+- sqrtPriceX96 to price conversion optimization
+- Tick calculation performance improvements
+- Liquidity-based calculation efficiency
+- Price impact computation optimization
+
+#### **Arbitrage Calculations**
+- Profit calculation optimization
+- Cross-pool comparison performance
+- Gas estimation accuracy and speed
+- Multi-hop arbitrage efficiency
+
+## Implementation Guidelines:
+- Measure before optimizing (baseline metrics)
+- Focus on bottlenecks identified through profiling
+- Maintain mathematical precision while improving performance
+- Add performance tests for regressions
+- Document optimization strategies and results
+
+## Deliverables:
+- Performance benchmark results (before/after)
+- Optimized code with maintained precision
+- Performance monitoring enhancements
+- Optimization documentation
+- Regression test suite