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A Collection of AI Tool System Prompts — Massive Reach, Minimal Substance

What It Is

This is a repository claiming to archive system prompts and internal details from 25+ AI coding tools (Cursor, Windsurf, Claude, Copilot, Replit, v0, etc.). It has accumulated 139k stars and appears positioned as a central reference for how commercial AI tools are configured behind the scenes.

Who It's For

  • Security researchers curious about prompt injection attack surfaces
  • AI builders wanting to understand competitor positioning
  • Open-source advocates interested in transparency around proprietary AI systems
  • Prompt engineers looking for inspiration or reference implementations

What's Genuinely Good

  1. Massive reach & community signal: 139k stars + 34k forks suggests real demand for this type of transparency
  2. Clear security framing: The repo openly acknowledges prompt extraction risk and links to defensive resources (ZeroLeaks)
  3. Breadth of tools covered: The topic list spans coding assistants, LLM platforms, and agent frameworks — genuinely diverse

Honest Trade-Off / Limitation

The README reveals almost nothing about actual content. You cannot tell from this document:

  • How many prompts are actually archived
  • Whether they're real/current or inferred/outdated
  • How they're organized or searchable
  • What quality or completeness you should expect

The README is 90% donation links, sponsorship CTAs, and social media handles — and 10% vague descriptor. There's no ## Contents, no example, no link to actual prompt files. You'd have to clone and dig to know if this is a treasure map or a star-farming hollow.

One-Line Verdict

A high-signal collection by star count, but the README itself gives you no way to judge what's actually inside — proceed with low expectations until you verify the content yourself.

🔗 Repo: https://github.com/x1xhlol/system-prompts-and-models-of-ai-tools

💬 Join the Flowork community on Telegram: https://t.me/+55oqrk75lc43YWE1

An honest review by the Flowork team — we read the README so you don't have to. We build open-source tooling too; this isn't a sponsored post.

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