AI AGENTS

PromptWizard

by Microsoft

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Overview

Open-source framework from Microsoft for automated prompt and example optimization using feedback-driven critique and synthesis.

Details

PromptWizard is a Microsoft open-source framework for automated prompt and example optimization. The project homepage describes it as using feedback-driven critique and synthesis, while Microsoft Research says it was developed and open-sourced to automate and streamline prompt optimization by iteratively refining prompts and examples. The GitHub repository describes it as a task-aware, agent-driven prompt optimization framework.

When to Use

Use when you need to optimize prompts and examples automatically rather than relying only on manual prompt iteration. Use for workflows where feedback-driven critique and synthesis can help refine prompts for a specific task.

Getting Started

Review the project homepage at https://microsoft.github.io/PromptWizard/.
Inspect the GitHub repository at https://github.com/microsoft/PromptWizard for source code and usage materials.
Read the Microsoft Research blog post for background on its feedback-driven
self-evolving prompt optimization approach.

Key Features

•Automated prompt optimization
•Example optimization
•Feedback-driven critique and synthesis
•Iterative refinement of prompts and examples
•Task-aware
•agent-driven prompt optimization framework

Capabilities

•prompt-optimization
•example-optimization
•feedback-driven-refinement
•agent-driven-optimization

Last updated Jun 4, 2026