FULL System Prompts & Internal Tools Converted into Knowledge: Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0.
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<img src="prompt-genie/public/logo_typography.png" height="120" alt="Prometheus" />
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<b>Architect Intelligent Agents using the System Prompts of Titans.</b><br>
<a href="https://dev-prometheus.vercel.app" target="_blank"> <button style="cursor:pointer; padding: 8px 16px; background-color: #00; color: white; border: none; border-radius: 4px;"> Visit Promethues </button> </a>
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## <img src="https://cdnjs.cloudflare.com/ajax/libs/emoji-datasource-apple/14.0.0/img/apple/64/1f680.png" alt="🚀" width="30" /> Overview
**Prometheus** is an open-source, RAG-powered system prompt engineering engine. It allows developers to generate enterprise-grade system instructions for their AI agents by reverse-engineering the architectural patterns ("DNA") of industry giants like **Google Cursor, OpenAI GPT-4, and Anthropic Claude**.
Instead of guessing how to write a good system prompt, Prometheus uses a **Retrieval-Augmented Generation (RAG)** pipeline to fetch the most relevant "elite" prompt structures from a database of 100+ production system prompts and adapts them to your specific use case.
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## <img src="https://cdnjs.cloudflare.com/ajax/libs/emoji-datasource-apple/14.0.0/img/apple/64/1f6e0-fe0f.png" alt="🛠️" width="30" /> Tech Stack
### Frontend
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<img src="https://skillicons.dev/icons?i=react,ts,vite,tailwind,vercel" />
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- **Framework**: [React](https://react.dev/) (Vite)
- **Language**: [TypeScript](https://www.typescriptlang.org/)
- **Styling**: [Tailwind CSS](https://tailwindcss.com/) & Vanilla CSS (custom glassmorphism)
- **UI Components**: [Shadcn UI](https://ui.shadcn.com/)
- **Animations**: [Framer Motion](https://www.framer.com/motion/)
- **Auth**: [Clerk](https://clerk.com/)
### Backend
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<img src="https://skillicons.dev/icons?i=fastapi,python,aws" />
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- **Framework**: [FastAPI](https:/Agent that generates comprehensive documentation, API references, architecture diagrams, and developer onboarding guides from existing code.
Agent configuration for systematic bug investigation that traces issues from error logs through the codebase to root cause with suggested fixes.
Agent for integrating third-party APIs including SDK setup, type generation, error handling, retry logic, and rate limit management.
Cursor's built-in autonomous coding agent that can make multi-file edits, run terminal commands, search the codebase, and iteratively build features with minimal human intervention.
Cloud-based autonomous coding agent that runs in the background on remote sandboxed environments, handling complex multi-step tasks while you continue working.
Cursor's multi-file editing agent within Composer mode that can create, edit, and delete files across your entire project in a single conversation.