A large public collection of system prompts, internal tools, and AI model references for many popular AI coding and agent products.
This repository is presented as a broad archive of system prompts, internal tools, and AI models associated with a long list of AI products and coding assistants, including tools such as Cursor, Windsurf, Replit, Devin, Claude Code, v0, and others named in the description. The README frames it as a comprehensive collection and also includes sponsorship, support, and security-related messaging, but it does not describe detailed technical implementation or a formal product beyond the collection itself.
Based on the README, the project addresses the lack of easy public access to otherwise hidden prompt, model, and internal-tool information for AI assistants and agentic coding products. It also implies a security-related need: exposing prompts or AI models can create risk for AI startups, so the repository positions itself in a space where transparency, extraction, and security concerns overlap.
Conceptually, the repository works as an organized collection of extracted or gathered materials, grouped around different AI tools and model ecosystems. From the README alone, the safest description is that it publishes and shares these prompts and related references rather than providing an interactive application; the README does not reveal how the contents were sourced, processed, or validated in technical detail.
It is likely drawing attention because it covers many well-known AI coding and agent products in one place, which makes it broadly relevant to developers following the AI tooling ecosystem. The repository also highlights a security angle and presents itself as a comprehensive source, while its large star count and recent daily star gain suggest strong interest from the open-source community.
The README itself points to Latitude's issue tracking and open-source monitoring platform as a related resource, and it also mentions ZeroLeaks for securing AI systems against prompt injection and prompt extraction risks. More broadly, a practical alternative approach would be official documentation or vendor-provided product materials, but the README does not name other repositories as direct competitors.
AI-explained · grounded in each repo's README