Prompt Spec Documentation

Welcome to the official documentation for Prompt Spec, a comprehensive framework for testing and benchmarking AI agents with automated optimization capabilities.

What is Prompt Spec?

Prompt Spec provides a toolkit for defining, testing, and optimizing AI agents. It enables developers and researchers to evaluate and improve the performance of language model agents through structured testing and automated feedback loops.

Documentation Sections

• Getting Started - Installation and basic usage
• Core Concepts - Fundamental concepts and architecture
• Agent Specifications - How to define agents using YAML
• Benchmarking - Creating and running benchmarks
• Optimization - Automatically improving agent prompts
• CLI Reference - Command line interface documentation
• API Reference - Programmatic API documentation
• Advanced Usage Examples - Complex multi-agent and custom evaluation examples