Prompt Hub is an open, community-first platform designed to revolutionize the way AI/LLM prompts are shared, forked, and remixed. By centralizing high-quality prompts in dedicated repositories, Prompt Hub empowers AI enthusiasts, prompt engineers, content creators, and enterprises to collaborate and iterate on proven prompt strategies—reducing the friction of scattered, unorganized resources.
Prompt Hub addresses the challenges of discovering and managing effective prompts by offering:
- Centralized Storage: Each prompt is maintained in its own repository complete with a detailed description, usage notes, and an edit history.
- Collaboration & Versioning: Users can fork, edit, and evolve prompts seamlessly, with every change recorded as a new version.
- User-Friendly Access: The platform is open to everyone for browsing, while authenticated users gain the ability to create and modify prompts.
- Community Engagement: With built-in features like starring, copying, and downloading prompts, community feedback continuously drives quality improvements.
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Prompt Repositories
- What: Every repository holds a single prompt along with its metadata including description, usage guidelines, and version history.
- Why: This simple “one prompt = one repository” model streamlines discovery and collaboration.
- How: Users are able to browse, fork, and edit prompts using a clean, intuitive web interface.
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Versioning & Forking
- What: A robust version control system captures every edit with details such as timestamps, editor information, and change summaries.
- Why: It encourages transparent collaboration and safe experimentation.
- How: New versions are created on each edit, and forking replicates the latest version into a new, independently modifiable repository.
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Tags & Metadata
- What: Prompts are tagged based on model compatibility (e.g., GPT-4, Llama) and domains (e.g., productivity, marketing).
- Why: Tags help users quickly filter and find the most relevant prompts.
- How: A simple tagging system integrated with search and filtering mechanisms.
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Copy/Download Functionality
- What: Users can easily copy prompt texts to the clipboard or download them as .txt files.
- Why: This reduces friction for users who want to apply prompts immediately in their AI workflows.
- How: A dedicated UI button provides one-click copy/download capabilities.
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Community Engagement
- What: Features such as public browsing, star/like functionality, and basic feedback options encourage interaction.
- Why: Lower barriers to contribution help build a vibrant, collaborative community.
- How: Even without signing in, users can explore and search through the public repository of prompts.
Prompt Hub is built with modern, scalable technologies:
- Frontend: Developed using Next.js/React, it provides a responsive and accessible interface for browsing and managing prompts.
- Backend: Powered by Supabase (Postgres) which handles data storage for prompt repositories, version histories, and user data.
- Authentication: Managed with Clerk, ensuring secure and efficient user session handling.
- Version Control: Instead of a full Git system, prompt versions are recorded in a lightweight database model that logs every change.
- APIs & Integrations: Supabase auto-generated REST/GraphQL endpoints handle CRUD operations, with scope for future external integrations.
Insights from our completed development tasks have shaped the evolution of Prompt Hub:
- Repository Setup & Initialization: Early tasks successfully established the project repository, incorporating a modern Next.js starter with Clerk and Supabase integrations.
- User Authentication: Completed user authentication tasks with Clerk have provided a secure and smooth sign-up/sign-in experience.
- Database & Schema Designs: The database structure for user data, prompt repositories, and prompt versions was implemented based on detailed schema design tasks.
- Public Browsing & Search: Tasks focused on developing the public browsing interface, including list views, detailed repository displays, and advanced filtering mechanisms (tag- and keyword-based).
- Prompt Creation & Versioning: The prompt repository creation workflow has been refined by tasks that ensured a seamless connection between the UI, backend API, and version tracking system.
- Metrics: With approximately 60% of parent tasks and 60% of subtasks completed, the development roadmap is on track, highlighting successful implementations in authentication, database connectivity, and UI features.
- Advanced Prompt Collections: Grouping prompts into curated collections for easier discovery.
- Enhanced Moderation Tools: Further refining community quality control through improved moderation capabilities.
- AI Integration Improvements: Facilitating integrations with popular AI tools to enable one-click prompt import and testing.
- Refined Version Control Options: Introducing more nuanced version comparisons and rollback features as the platform matures.
To begin using Prompt Hub:
- Browse: Explore a diverse array of public prompt repositories.
- Engage: Sign up or log in to contribute by creating, forking, or editing prompts.
- Adopt: Utilize the one-click copy/download features for seamless prompt integration into your AI tools.
We welcome contributions and feedback from the community:
- Fork & Contribute: Improve existing prompts by forking and iterating based on community feedback.
- Provide Feedback: Share insights and report issues to help enhance the platform.
- Collaborate: Join discussions and engage with other users to drive the future roadmap of Prompt Hub.
Prompt Hub is open source under the MIT License. See the LICENSE file for more details.
Join us in transforming prompt sharing into a collaborative and innovative experience!