WooooDyy/LLM-Agent-Paper-List
A comprehensive repository compiling essential academic papers and a detailed survey on the rise, framework, applications, and societal aspects of Large Language Model based AI agents.
Awesome AI Agents › LLM Research Repositories
elder-plinius/CL4R1T4S
CL4R1T4S is a project dedicated to providing transparency around the system prompts used by a wide range of AI models and agents, including those from OpenAI, Google, Anthropic, xAI, Perplexity, Cursor, Windsurf, Devin, Manus, Replit, and more. The core idea behind CL4R1T4S is that understanding the input—specifically the hidden system prompts that guide AI behavior—is essential to trusting the output generated by these models. These system prompts are often massive, unseen instructions that shape how AI models behave, what they can or cannot say, the personas they adopt, and the ethical or political frameworks embedded within them. The project highlights the importance of transparency in AI by revealing these hidden prompts, which are typically kept secret by AI labs. Without access to these prompts, users are essentially interacting with a 'shadow-puppet' rather than true intelligence. CL4R1T4S aims to change this by collecting, documenting, and sharing full system prompts, guidelines, and tools from virtually all major AI models and agents. Contributions to the project are encouraged, especially from those who can leak, extract, or reverse-engineer system prompts. Contributors are asked to provide details such as the model name and version, the date of extraction if known, and any relevant context or notes. The project serves as a valuable resource for researchers, developers, and users who want to better understand the underlying instructions that govern AI behavior, promoting greater trust and accountability in AI systems.
https://github.com/elder-plinius/CL4R1T4S
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