V3 Performance Optimization

What problem does it solve? Verifying that claude-flow v3 meets its aggressive performance targets (2.49x-7.47x Flash Attention speedup, 150x-12,500x search improvement, 50-75% memory reduction) requires systematic benchmarking, and this Skill provides a complete validation and optimization framework. ## Core Features & Use Cases - Comprehensive Benchmark Suites: Measures startup time, vector search speed, memory usage, Flash Attention speedup, SONA adaptation latency, and 15-agent swarm coordination efficiency. - Performance Target Validation: Runs performance gates that check each metric against defined target ranges and reports pass/fail status. - Regression Detection: Continuously compares current benchmarks against baselines and flags regressions exceeding a 5% threshold with severity classification. - Use Case: A performance engineer preparing a v3 release runs the full benchmark suite to confirm Flash Attention and HNSW search targets are met, then sets up continuous monitoring to catch regressions in subsequent commits. ## Quick Start Ask the AI to establish v2 performance baselines and validate the Flash Attention, search, and memory optimization targets for claude-flow v3.