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perf-theory-tester

Official

Validate performance hypotheses via controlled experiments.

Software Engineering#validation#metrics#benchmark#baseline#reproducibility#experiments#perf
AuthorComposioHQ
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill enables teams to rigorously validate performance hypotheses through controlled experiments, ensuring results are reliable, reproducible, and actionable.

Core Features & Use Cases

  • Baseline verification: ensures a clean starting point before applying any changes.
  • Single-change experiments: isolates the impact of a hypothesis-driven modification.
  • Multi-pass validation: requires 2+ passes to confirm stability of results.
  • Structured reporting: outputs a clear record with hypothesis id, change summary, metric deltas, verdict, and supporting evidence.
  • Use Case: optimizing a service's latency where you test a candidate change against a baseline across repeated runs.

Quick Start

Confirm the baseline, apply the hypothesis-related change, run 2+ validation passes, and revert to baseline when preparing for the next experiment.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: perf-theory-tester
Download link: https://github.com/ComposioHQ/awesome-claude-plugins/archive/main.zip#perf-theory-tester

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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