benchmark-optimization-loop

Benchmark Optimization Loop Use this skill to convert "make it 20x faster" or "try 50 recursive optimizations" into a bounded measured loop that can actually improve a system. Required Baseline Do not optimize until these exist: the operation being optimized; the correctness gate that must stay green; the metric: wall time, p95 latency, rows/sec, cost/run, memory, error rate; the current baseline; the search budget: max variants, max time, max spend, max data impact. If the user asks for an unrealistic target, keep the ambition but make the loop bounded and measurable. Loop Show more Installs 1.4K Repository affaan-m/ecc GitHub Stars 239.2K First Seen May 25, 2026 Security Audits Gen Agent Trust Hub Pass Socket Pass Snyk Pass