Repository Index

Leaked system prompts of ChatGPT, Claude, Gemini and more. The hidden system prompt of every popular chatbot, in full, every version since May 2025. Also Anthropic Claude Code, OpenAI Codex, Google Antigravity, xAI Grok, Meta Muse, Moonshot Kimi, Alibaba Qwen, Z.ai GLM ZCode, MiniMax, Cursor, Perplexity, DeepSeek and 30+ others. Updated daily.

• ai
• anthropic
• chatbot
• chatgpt

Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds.

• ai
• diagnostic-tool
• agent-evaluation
• ai-alignment

DSPy: The framework for programming—not prompting—language models

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

• machine-learning
• ai
• ml
• mlflow

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

• open-source
• langchain
• openai
• playground

GPT-Image-2 API and Prompts

• awesome-list
• image-generation
• api
• image-to-image

Structured Outputs

• generative-ai
• llms
• prompt-engineering
• symbolic-ai

AI Observability & Evaluation

• llmops
• ai-monitoring
• ai-observability
• llm-eval

TranslatedA Codex jailbreak prompt and test pack for gpt.

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

• ai
• llm
• chatgpt
• gpt

Curated prompts, frameworks and papers for LLMs and agents, with an engineering bias. Prompt engineering, context engineering, agent harnesses, red teaming.

• awesome
• awesome-list
• chatgpt
• prompt

The official repo for “Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting”, ACL, 2025.

• document-analysis
• layout-analysis
• ocr
• parser

A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

• agent
• llm
• scanner
• security

[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

GPT Image 2/2.5/2.6 prompt gallery, image prompt library, agentic skill, and CLI for OpenAI image generation/editing

• agent-skills
• gpt-image-2
• image-generation
• image-prompt

A language model programming library.

• ai
• prompt-engineering

See what Claude Code and Codex actually send to the API — and what each part costs.

• claude-code
• codex-cli
• cost-tracking
• observability

⚒ Evolutionary self-improvement for Hermes Agent — optimize skills, prompts, and code using DSPy + GEPA

Build, Evaluate, and Optimize AI Systems. Includes evals, RAG, agents, fine-tuning, synthetic data generation, dataset management, MCP, and more.

• ai
• chain-of-thought
• collaboration
• dataset-generation

An Open-Source Framework for Prompt-Learning.

• nlp
• pre-trained-language-models
• ai
• nlp-machine-learning

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

• chatgpt
• chatgpt-api
• gpt-3
• gpt-3-prompts

Optimizing inference proxy for LLMs

• agent
• agentic-ai
• agentic-workflow
• agents

AdalFlow: The library to build & auto-optimize LLM applications.

• agent
• framework
• llm
• rag

Task-Aware Agent-driven Prompt Optimization Framework