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sk Skill · affaan-m

benchmark-optimization-loop

Use when the user asks to make something faster, try many variants, run recursive optimization, benchmark latency/throughput/cost, or choose the best implementation by repeated measured tests.

installs 8w
1,726
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JavaScript

A SKILL.md that turns vague speed-up requests into a bounded, measured optimization loop: baseline first, bottleneck analysis, one-hypothesis variants, and a variant table. It defines a promotion gate so a variant only becomes the new default after passing measured tests.

Reach for it when a user asks to make something faster or run many variants, so the agent optimizes by evidence instead of guessing.

Use it to

  • Benchmark latency, throughput, or cost
  • Run recursive or hyperparameter optimization
  • Compare implementation variants by measured tests
  • Establish a required baseline before optimizing
  • Track variants in a table with promotion gates

For Agent users asking for performance or optimization work

Host repository
affaan-m/ECC
Installs, lifetime
2,900
Installs, 8 weeks
1,726
Allowed tools
Read, Write, Edit, Bash, Grep, Glob
Licence
MIT
Host stars
261k
Host language
JavaScript
topicsbenchmarkingoptimizationagentsskillsperformancemeasurement