prompt-eval

Automate AI prompt evaluation for relevance, format, safety, and consistency using Codex API.

Updated Jun 23, 2026
One-click install
npx skills add https://github.com/guideops/agentic-shared --skill prompt-eval-guideops
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-eval
Source: https://github.com/guideops/agentic-shared/tree/main/skills/prompt-eval
Command: npx skills add https://github.com/guideops/agentic-shared --skill prompt-eval-guideops

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

The prompt-eval skill addresses the need for efficient and thorough testing and refining of AI-generated prompts. It automates scoring and provides detailed feedback to enhance prompt quality.

Core Features & Use Cases

  • Prompt Evaluation: Automates the scoring of AI-generated prompts against various quality criteria.
  • Test Case Generation: Automatically creates test cases for comprehensive evaluation.
  • Consistency Analysis: Identifies and suggests improvements for consistent and reliable output.
  • Use Case: Ideal for content creators and AI trainers looking to refine the quality and consistency of prompts used in their workflows.

Quick Start

Use the prompt-eval command followed by the prompt you want to test, or a file path to a prompt document.

Frequently Asked Questions about prompt-eval

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate AI prompt evaluation and scoring?

AI prompt evaluation is automated by scoring prompts against quality criteria for relevance, format, safety, and consistency using the Codex API. You can test a prompt directly or provide a file path to a prompt document.

What is the best way to test prompt consistency and safety?

Testing prompt consistency and safety is achieved through automated scoring that identifies reliability issues and suggests improvements. This process ensures AI-generated prompts meet specific quality criteria.

Can I automatically generate test cases for prompt refinement?

You can automatically generate test cases for prompt refinement to comprehensively evaluate AI outputs. This feature helps content creators and AI trainers enhance the overall quality and consistency of their workflows.

Do I need Codex API access for automated prompt testing?

Codex API access is required for automated prompt testing, as the evaluation capabilities rely on it to score relevance, format, safety, and consistency. You must ensure this environment is available before running tests.

Why does my prompt evaluation fail to run properly?

Prompt evaluation failures often occur when Codex API access is missing or AI evaluation capabilities are not properly configured. The tool requires these dependencies to automate scoring and provide detailed feedback.

How do I use prompt-eval to analyze a prompt document?

To analyze a prompt document, use the prompt-eval command followed by the file path to your document. The system will then automatically score the prompt and provide detailed feedback for refinement.