User Documentation
Master the art of prompt engineering with our powerful tools for discovery, creation, and testing.
Getting Started
Your Journey Begins
OpenPromptRegistry is more than a library; it's a comprehensive workbench for AI interaction. Whether you're a developer, artist, or writer, our tools help you craft the perfect instructions for LLMs and Image Generators.
- Sign Up: Create your account to enable saving and sharing.
- Explore: Browse thousands of community-crafted prompts.
- Test: Run prompts directly in our diverse Sandbox.
- Create: Use our Wizard to build professional prompts in seconds.
Pro Tip
Look for the Output Format Badges (like JSON or Code) on prompt cards to quickly identify prompts that produce structured data or functional code!
The Magic Wizard
AI-Powered Creation (Premium)
Struggling to find the right words? Our Magic Wizard creates professional, structured prompts for you. Just tell it your simple goal, and watch it generate a complex role-based prompt instantly.
16+ Specialized Personas
From Software Engineers and Data Analysts to Michelin Chefs and Legal Experts.
Advanced Techniques
Apply strategies like Chain of Thought, Few-Shot, or Socratic Method automatically.
We generate: "Act as a Senior React Engineer. Create a custom hook named useFetch that handles loading states, error boundaries, and cache invalidation..."
Wizard Steps
- 1 Choose a Persona (e.g. Developer)
- 2 Select Output Format (Code, JSON)
- 3 Pick a Technique (Chain of Thought)
- 4 Describe your goal briefly
- Generate!
The Sandbox
Live Testing EnvironmentDon't guess if a prompt works. Run it. Our Sandbox connects to powerful AI models to let you test, tweak, and iterate immediately.
Text Generation
Test prompts for chatting, coding, or writing. Supports variable injection (e.g. {{name}}) so you can test dynamic templates easily.
Vision & Multimodal
Upload images directly to the Sandbox to test Image-to-Text prompts. Analyze photos, extract data, or generate captions.
Image Generation
New! Convert text prompts into stunning visuals using integrated Image Generation models directly within the interface.
Discovery & Search
Advanced Filtering
Find exactly what you need with our powerful search engine.
- By Model: Filter for prompts optimized for specific models (e.g. GPT-4, Claude 3, Stable Diffusion).
- By Category: Coding, Productivity, Art, Business, and more.
- By Tag: Granular discovery via community tags.
- Image Gen Only: Toggle filters to see only text-to-image prompts.
Community Intelligence
- Related Prompts: Our algorithm suggests similar prompts based on tags, categories, and content similarity.
- Forks Tree: See how a prompt has evolved through different user versions.
- Social Proof: Use Likes, Views, and Comments to gauge quality.
AI Optimization
Have a rough draft? Click the Optimize button in the editor to have our AI rewrite it for clarity, structure, and effectiveness. It preserves your variables and intent while upgrading the vocabulary and format.
Join the Community
OpenPromptRegistry is built by the community, for the community.
