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/theory-tester

Use when running controlled perf experiments to validate hypotheses.

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awesome-claude-plugins
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Install
$ npx -y skills add composio-community/awesome-claude-plugins --skill theory-tester --agent claude-code

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How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/theory-tester

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Use when running controlled perf experiments to validate hypotheses.

SKILL.md

theory-tester.SKILL.md
name: perf-theory-tester
description: "Use when running controlled perf experiments to validate hypotheses."
version: 1.0.0

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.
Ships withawesome-claude-plugins

A curated list of Plugins that let you extend Claude Code with custom commands, agents, hooks, and MCP servers through the plugin system.

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