mcpbeat

Perf Theory Tester

composio-community/perf-theory-tester

Use when running controlled perf experiments to validate hypotheses.

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instructions only
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copies elsewhere
how many repositories repackaged it
1856
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository 
npx skills add https://github.com/composio-community/awesome-claude-plugins --skill perf-theory-tester

The instruction itself

4 sections, as written by the author

perf-theory-tester

Test hypotheses using controlled experiments.

Follow docs/perf-requirements.md as the canonical contract.

Required Steps

  • Confirm baseline is clean.
  • Apply a single change tied to the hypothesis.
  • Run 2+ validation passes.
  • Revert to baseline before the next experiment.

Output Format

hypothesis: <id>
change: <summary>
delta: <metrics>
verdict: accept|reject|inconclusive
evidence:
  - command: <benchmark command>
  - files: <changed files>

Constraints

  • One change per experiment.
  • No parallel benchmarks.
  • Record evidence for each run.

How to use it

Copy the folder

Take composio-community/perf-theory-tester from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.