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prompt-testing

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Optimize prompts with A/B testing.

Software Engineering#testing#prompt engineering#optimization#llm#performance metrics#a/b testing
Authorfusengine
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of objectively measuring and improving the performance of AI prompts by providing a structured framework for A/B testing and performance analysis.

Core Features & Use Cases

  • A/B Testing: Compare two prompt variants (A and B) head-to-head on a defined dataset.
  • Performance Metrics: Quantify prompt effectiveness using metrics like Accuracy, Compliance, Tokens, and Latency.
  • Use Case: You have two versions of a customer support prompt. Use this Skill to run an A/B test on a dataset of customer queries to determine which prompt yields more accurate and helpful responses, and then select the better-performing one.

Quick Start

Use the prompt-testing skill to run an A/B test comparing 'prompt_a.md' against 'prompt_b.md' using the 'tests.json' dataset.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: prompt-testing
Download link: https://github.com/fusengine/agents/archive/main.zip#prompt-testing

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