PromptForge
PromptForge is an AI prompt engineering workbench that helps users create, test, optimize and manage prompts through AI-powered generation, systematic evaluation, and advanced analytics tools.
https://github.com/insaanimanav/prompt-forge?ref=producthunt
Product Information
Updated:Aug 16, 2025
What is PromptForge
PromptForge is a comprehensive prompt engineering platform designed to bring engineering discipline to prompt development. Unlike basic text editors, it provides an integrated environment where users can craft prompts with AI assistance, analyze their effectiveness, run systematic tests, and manage prompt libraries. The platform supports multiple AI models including Claude 3.5, GPT-4.1, O3, and Azure OpenAI, making it suitable for both individual developers and enterprise teams looking to streamline their prompt engineering workflow.
Key Features of PromptForge
PromptForge is a comprehensive AI prompt engineering workbench that combines prompt generation, testing, and evaluation capabilities. It offers AI-powered prompt crafting, systematic evaluation tools, performance analytics, and version control features. The platform supports multiple AI models including Claude 3.5, GPT-4.1, and Azure OpenAI, allowing users to manage, optimize and test their prompts with professional-grade tools while maintaining an organized prompt library.
AI-Powered Prompt Generation: Smart crafting system that provides context-aware suggestions and assists in building effective prompts from scratch using AI technology
Systematic Evaluation Engine: Comprehensive testing suite that evaluates prompts for robustness, safety, accuracy and creativity while supporting multiple model comparisons
Advanced Analytics Dashboard: Detailed performance tracking and optimization feedback with comprehensive prompt evaluation scoring and best practice validation
Prompt Management System: Organized library with search functionality, tagging system, complete execution history and import/export capabilities
Use Cases of PromptForge
Enterprise AI Development: Teams can systematically develop, test and maintain high-quality prompts for production AI applications with version control and collaboration features
Research and Academia: Researchers can analyze prompt effectiveness, conduct comparative studies across different models, and document findings systematically
Content Creation: Content creators can develop and optimize prompts for generating consistent, high-quality content while maintaining a library of proven templates
AI Safety Testing: Security teams can thoroughly test prompts for bias, harmful content resistance, and edge cases before deployment
Pros
Comprehensive suite of professional-grade prompt engineering tools
Support for multiple leading AI models
Strong focus on systematic testing and evaluation
Cons
Requires API keys for different models which can be costly
May have a steep learning curve for beginners
How to Use PromptForge
Installation: Choose one of two installation methods: 1) Docker: Run 'docker run -d -p 8080:8080 -e ANTHROPIC_API_KEY="your-key" promptforge:latest' OR 2) Local installation: Clone the repo with 'git clone https://github.com/insaanimanav/promptforge.git', navigate to directory with 'cd promptforge' and run './start.sh'
Configure API Keys: Set up your API keys in the environment variables or .env file. Supported APIs include Anthropic (Claude), OpenAI, and Azure OpenAI. Copy .env.example to .env and add your keys.
Access the Interface: Open your web browser and navigate to http://localhost:8080 to access the PromptForge interface
Create New Prompt: Use the AI-powered prompt generation interface to craft your prompt. The system will provide intelligent suggestions and recommendations for improvement.
Analyze Prompt: Use the analysis tools to evaluate your prompt. The system will check for best practices, potential improvements, and optimization suggestions.
Test Prompt: Run systematic evaluations of your prompt using the testing engine. This includes tests for robustness, safety, accuracy and creativity across different scenarios.
Compare Models: Test your prompt across different AI models (Claude, GPT-4, Azure OpenAI) to compare performance and responses side by side
Save and Manage: Save successful prompts to your library with tags for easy organization. You can search, filter, and access your complete execution history.
Export Results: Export your prompts, test results, and analytics for external use or backup
PromptForge FAQs
PromptForge is an AI prompt engineering workbench that helps users generate, analyze, and systematically test prompts. It brings engineering discipline to prompt development with features like smart prompt generation, advanced analysis, systematic evaluation, performance analytics, and version control.
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