The most complete collection of AI tool system prompts, internal tool schemas, and model architectures.
Reverse-engineered. Documented. Open.
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--- ## What is This? LeaksLab is a curated, growing library of **system prompts, internal tool schemas, and model configurations** from the most popular AI coding assistants and agents. Every file in this repo is either: - **Leaked/extracted** from production AI tools (Cursor, Windsurf, Devin, etc.) - **Reverse-engineered** through careful analysis of tool behavior - **Open source** prompts from public repositories, organized for easy reference **Why does this matter?** Because understanding how the best AI tools are built helps you: - Build better prompts for your own agents - Extract reusable architectural patterns - Stay ahead of how AI tooling is evolving --- ## Stats at a Glance | Metric | Count | |--------|-------| | AI Tools Covered | 40+ | | Total Lines | 35,000+ | | Tools with Full Schemas | 15+ | | Open Source Prompts | 10+ | | Last Updated | April 2026 | --- ## Tools Index ### Closed Source / Leaked Prompts | Tool | Prompt | Tool Schema | Category | Directory | |------|--------|-------------|----------|-----------| | Amazon Q Developer | ✅ | — | Coding Agent | `Amazon Q Developer/` | | Amp | ✅ | — | Coding Agent | `Amp/` | | Augment Code | ✅ | ✅ | Coding Agent | `Augment Code/` | | Claude Code | ✅ | ✅ | Coding Agent | `Anthropic/Claude Code/` | | Claude for Chrome | ✅ | ✅ | Browser AI | `Anthropic/Claude for Chrome/` | | ChatGPT (GPT-4o) | ✅ | ✅ | General AI | `OpenAI/ChatGPT/` | | Cluely | ✅ | — | Interview AI | `Cluely/` | | CodeBuddy | ✅ | — | Coding Agent | `CodeBuddy Prompts/` | | Comet Assistant | ✅ | ✅ | Coding Agent | `Comet Assistant/` | | Cursor | ✅ | ✅ | Coding Agent | `Cursor Prompts/` | | Devin AI | ✅ | — | Autonomous Agent | `Devin AI/` | | Dia | ✅ | — | Browser AI | `dia/` | | Emergent | ✅ | ✅ | App Builder | `Emergent/` | | GitHub Copilot | ✅ | — | Coding Agent | `GitHub Copilot/` | | Google Antigravity | ✅ | — | General AI | `Google/Antigravity/` | | Google Gemini (AI Studio) | ✅ | — | General AI | `Google/Gemini/` | | Grok | ✅ | — | General AI | `xAI/Grok/` | | JetBrains AI Assistant | ✅ | — | Coding Agent | `JetBrains AI/` | | Junie | ✅ | — | Coding Agent | `Junie/` | | Kiro | ✅ | — | Coding Agent | `Kiro/` | | Leap.new | ✅ | ✅ | App Builder | `Leap.new/` | | Lovable | ✅ | ✅ | App Builder | `Lovable/` | | Manus Agent | ✅ | ✅ | Autonomous Agent | `Manus Agent Tools & Prompt/` | | Mistral Le Chat | ✅ | — | General AI | `Mistral/Le Chat/` | | NotionAI | ✅ | ✅ | Productivity AI | `NotionAi/` | | Orchids.app | ✅ | — | App Builder | `Orchids.app/` | | Perplexity | ✅ | — | Search AI | `Perplexity/` | | Poke | ✅ | — | Coding Agent | `Poke/` | | Qoder | ✅ | — | Coding Agent | `Qoder/` | | Replit | ✅ | ✅ | Coding Agent | `Replit/` | | Same.dev | ✅ | ✅ | App Builder | `Same.dev/` | | Trae | ✅ | ✅ | Coding Agent | `Trae/` | | Traycer AI | ✅ | ✅ | Coding Agent | `Traycer AI/` | | v0 by Vercel | ✅ | ✅ | UI Generator | `v0 Prompts and Tools/` | | VSCode Agent | ✅ | — | Coding Agent | `VSCode Agent/` | | Warp.dev | ✅ | — | Terminal AI | `Warp.dev/` | | Windsurf | ✅ | ✅ | Coding Agent | `Windsurf/` | | Xcode | ✅ | — | Coding Agent | `Xcode/` | | Z.ai Code | ✅ | — | Coding Agent | `Z.ai Code/` | ### Open Source Prompts | Tool | Prompt | Directory | |------|--------|-----------| | Aider | ✅ | `Open Source prompts/Aider/` | | Bolt | ✅ | `Open Source prompts/Bolt/` | | Cline | ✅ | `Open Source prompts/Cline/` | | Codex CLI | ✅ | `Open Source prompts/Codex CLI/` | | Cody (Sourcegraph) | ✅ | `Open Source prompts/Cody/` | | Continue.dev | ✅ | `Open Source prompts/Continue.dev/` | | Gemini CLI | ✅ | `Open Source prompts/Gemini CLI/` | | Lumo | ✅ | `Open Source prompts/Lumo/` | | OpenHands | ✅ | `Open Source prompts/OpenHands/` | | RooCode | ✅ | `Open Source prompts/RooCode/` | --- ## Highlighted Findings A few things that stand out after analyzing 40+ system prompts: **Cursor** has one of the most sophisticated tool schemas — 8 specialized tools including `codebase_search`, `edit_file`, `run_terminal_cmd`, and `web_search`, each with detailed parameter schemas and behavioral constraints. **Manus Agent** uses a 15-tool orchestration system with explicit memory management, browser control, and file system access — the clearest example of a "fully autonomous" agent architecture. **v0 by Vercel** is hyper-specialized: the prompt enforces strict React/Tailwind/shadcn component patterns and has explicit rules about what NOT to generate — revealing Vercel's product design philosophy directly. **Devin AI's** prompt reveals how it handles task decomposition, context management, and failure recovery — patterns you can directly apply to your own agent builds. --- ## How to Use This Library 1. **Browse by tool**: Navigate to any tool's directory and open the prompt/schema files 2. **Search patterns**: Use GitHub's code search to find specific instructions or patterns across tools 3. **Compare tools**: Look at how different tools handle the same problem (e.g., file editing, error recovery) 4. **Extract patterns**: Copy architectural patterns into your own system prompts --- ## Contributing Found a new prompt? Updated version? Missing tool? See [CONTRIBUTING.md](CONTRIBUTING.md) for full guidelines. **Quick steps:** 1. Fork this repo 2. Add your file to the correct directory (or create a new one) 3. Update the Tools Index in README.md 4. Open a Pull Request with a clear description All contributions are credited in the commit history. --- ## Discussions - **[Request a Tool](https://github.com/VoXc2/system-prompts-and-models-of-ai-tools/discussions)** — Which AI tool do you want analyzed next? - **[Share Findings](https://github.com/VoXc2/system-prompts-and-models-of-ai-tools/discussions)** — Interesting patterns you've noticed? - **[Use Cases](https://github.com/VoXc2/system-prompts-and-models-of-ai-tools/discussions)** — How are you using prompts from this library? --- ## Star HistoryLeaksLab — Built for engineers who want to understand how AI tools actually work.