Theory tester

Skill composio-community/awesome-claude-plugins/perf/skills/theory-tester

Use when running controlled perf experiments to validate hypotheses.From its SKILL.md

Install

npx -y skills add composio-community/awesome-claude-plugins --skill theory-tester

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.

SKILL.md

0.7 KB, 146 tokens by cl100k_base, as published. Nobody here has run it

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.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.