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/Catalogue/Prompt/composio-community/composio-community-awesome-claude-plugins-theory-tester

Origin: github
Communityv0.1.0Prompt github.com/composio-community/awesome-claude-plugins/tree/master/perf/skills/theory-tester

perf-theory-tester

Use when running controlled perf experiments to validate hypotheses.

by composio-community · updated 2mo ago · imported from GitHub

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Skill logic

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User message
Prompt rewrites behaviour
Response

SKILL.md

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perf-theory-tester

Test hypotheses using controlled experiments.

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

Required Steps

  1. Confirm baseline is clean.
  2. Apply a single change tied to the hypothesis.
  3. Run 2+ validation passes.
  4. 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.

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