system-prompts-and-models-of-ai-tools - AI Developer Tools Tool

Overview

system-prompts-and-models-of-ai-tools is a curated, open-source collection of system prompts, internal-tool snippets and model-related examples gathered from many agent projects (Cursor, Replit Agent, Lovable, Devin, Manus, Same.dev, Trae, VSCode Agent and others). The repository is organized into per-project folders containing real prompt text, instruction templates, and small configuration/code examples so developers can inspect how popular agents structure system instructions and tool integrations. According to the project README the collection totals "Over 30,000+ lines" of insights and is intended as a reference for building, testing, or hardening AI agents and game/agent behaviours. ([github.com](https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools)) Because it’s a file-based collection rather than a packaged library, you use it by cloning the repository and copying/adapting prompts and snippets into your projects. The repo is published under GPL-3.0, and the README highlights security guidance for startups (a reminder to review any exposed prompts before production use). The author provides community channels (GitHub Discussions, X, Discord) and donation/sponsorship links for support. ([github.com](https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools))

GitHub Statistics

• Stars: 106,810
• Forks: 28,123
• Contributors: 27
• License: GPL-3.0
• Last Updated: 2026-01-08T12:02:41Z

The repository shows high community interest and visibility — large star and fork counts signal wide adoption and reuse. The project has many commits (hundreds) and a multi-contributor history, but contributor count is relatively small compared with stars, which suggests most activity is usage/forking rather than heavy centralized development. There are active Issues and Discussions for feedback, and the README lists an explicit roadmap/feedback call‑to‑action. Key GitHub metrics from the repository page and README underpin this assessment. ([github.com](https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools))

Installation

Install via docker:

git clone https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools.git

cd system-prompts-and-models-of-ai-tools

ls -la            # inspect top-level folders (Cursor, Replit, Lovable, Manus, etc.)

# No build required — repository is a collection of prompt files and examples; copy/adapt as needed.

Key Features

• Per-project folders with real system prompts for Cursor, Replit Agent, Lovable, Devin, Manus, Trae, and more.
• Over 30,000+ lines of prompt text, configuration snippets, and small tool examples for inspection and reuse.
• GPL‑3.0 license (repo distributed under GPL terms—check compatibility before commercial reuse).
• Roadmap, Issues and GitHub Discussions for community feedback and issues reporting.
• Donation and sponsorship links (Patreon/Ko-fi/crypto) plus social contacts (X, Discord) for maintainer support.

Community

The project has attracted large attention on GitHub (high star and fork counts) and active community channels (Issues and Discussions). Contributors are a small core group, while many developers fork and reuse the content. The maintainer encourages issues, discussions and sponsoring; community forks and clones exist, indicating broad reuse and derivative projects. ([github.com](https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools))

Key Information

• Category: Developer Tools
• Type: AI Developer Tools Tool