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
- Massive reach & community signal: 139k stars + 34k forks suggests real demand for this type of transparency
- Clear security framing: The repo openly acknowledges prompt extraction risk and links to defensive resources (ZeroLeaks)
- 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- Whether they're real/current or inferred/outdated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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