benchmark-optimization-loop

Improves project performance through bounded experiments that select a measured, correctness-preserving implementation with reproducible commands.

When to use it

Use when asked to improve speed, try many implementation variants, perform recursive optimization, or compare latency, throughput, or cost through repeated benchmarks.

Give it a project operation to speed up; it benchmarks alternatives and records the fastest safe implementation in project code or documentation.