x1xhlol/system-prompts-and-models-of-ai-tools
⭐ 137,008 · None · GitHub Repo
FULL 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. (And other Open Sourced) System Prompts, Internal Tools & AI Models
ai bolt cluely copilot cursor cursorai devin github-copilot
1-Sentence Summary
A centralized, open-source repository exposing system prompts and internal tools from 25+ leading AI coding platforms.
🔥 Key Capabilities & USP
- Massive Aggregated Prompt Library: Collects and exposes the underlying system prompts for 25+ major AI tools (Cursor, Devin, Copilot, Replit, v0, Windsurf, Trae, and more). This solves the pain point of having to reverse-engineer or hunt for proprietary prompt engineering insights scattered across the web.
- Beyond Prompts: Internal Tools & Models: Goes further than just system prompts by including details on internal tools and AI models used by these platforms. This provides a deeper, more holistic view of how these systems operate, invaluable for competitive analysis and security auditing.
- Community-Driven & Open Source: The repository is publicly available on GitHub, enabling anyone to contribute, file issues, and track updates. This ensures the collection stays as current as possible and benefits from collective intelligence.
- Security & Risk Awareness Focus: Includes a prominent security notice warning AI startups about the risks of exposed prompts and promotes a related security service (ZeroLeaks). This directly addresses the pain point of unintentional IP leakage and helps organizations understand their attack surface.
- Unique Selling Proposition: It is the most comprehensive, publicly available, and community-maintained "leak" repository of proprietary AI coding assistant configurations. No other single source provides this breadth of direct, extractable system instructions.
Technical Architecture
| Component | Description |
|---|---|
| Repository Type | Static, curated collection of text files and metadata. |
| Storage | Hosted on GitHub, organized in a directory structure (likely by tool name). |
| Tech Stack | No active service or application. Purely a Git-based file repository. |
| Data Format | Primarily plain text files (.txt, .md) containing system prompts and model descriptions. |
| Maintenance | Community-driven via pull requests and issue tracking. |
| Dependencies | None. Requires only a web browser or git client to access. |
Quick Start Guide
The project is a static repository, not a tool to install. Access is immediate.
- Clone the Repository:bash
git clone https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools.git - Navigate the Directory:bash
cd system-prompts-and-models-of-ai-tools - Explore: Browse the folders named after each AI tool (e.g.,
cursor/,devin/,copilot/). Open the text files to view the system prompts and internal tool descriptions.
Pros, Cons & Use Cases
Pros
- Unparalleled Insight: Provides direct access to the "secret sauce" of 25+ leading AI coding assistants.
- Educational Goldmine: Perfect for learning advanced prompt engineering techniques and system design patterns.
- Security Research Essential: Enables security researchers to identify common vulnerabilities and exposed internal tools across multiple platforms.
- Zero Setup: No installation, configuration, or API keys required. It's a simple, browsable file collection.
Cons
- Potential for Inaccuracy: Prompts are sourced from leaks/extractions, which may be incomplete, outdated, or tampered with.
- Passive & Static: The repository is a snapshot in time. Prompts will become outdated as tools are updated, and the project relies on the community to keep it current.
- No Active Tooling: It is a reference library, not an executable tool. You cannot interact with the prompts; you can only read them.
Who should NOT use this?
- End-users looking for a better coding assistant: This project does not improve your own coding workflow. It is a reference for other tools.
- Developers seeking official documentation: The information here is unofficial and may be inaccurate. Always refer to the official documentation of the respective AI tools.
- Anyone concerned with legal or ethical risks: Using leaked proprietary prompts may have legal or ethical implications depending on your jurisdiction and use case. Proceed with caution.
Ideal Use Cases
- Prompt Engineers: Reverse-engineering state-of-the-art system prompts to improve your own designs.
- Security Researchers: Auditing the security posture of popular AI coding assistants by analyzing their exposed internal tools and instructions.
- AI Startup Founders: Conducting competitive analysis to understand how established players structure their agents and manage system context.
- AI Educators: Creating curriculum materials that demonstrate real-world system prompt architecture and agent design.
Community & Activity
This project is on an absolute meteoric trajectory. With 137,000+ stars, it has clearly struck a massive nerve within the developer and AI research community. The sheer volume of stars signals a high level of interest and perceived value. The project is actively maintained, with the most recent update being May 10, 2026, indicating that the maintainer is committed to keeping the collection current. The combination of a huge, engaged community and recent updates makes this a highly credible and dynamic resource that you should monitor closely.