Popular GitHub Repositories for Sonnet3 7

One .NET library to consume OpenAI, Anthropic, Cohere, Google, Azure, Groq, and self-hosed APIs.

Agentic abstraction layer for building high precision vertical AI agents written in python. Middleware for Model Context Protocol.

Multi-Agent Step Race Benchmark: Assessing LLM Collaboration and Deception Under Pressure. A multi-player “step-race” that challenges LLMs to engage in public conversation before secretly picking a move (1, 3, or 5 steps). Whenever two or more players choose the same number, all colliding players fail to advance.

Thematic Generalization Benchmark: measures how effectively various LLMs can infer a narrow or specific "theme" (category/rule) from a small set of examples and anti-examples, then detect which item truly fits that theme among a collection of misleading candidates.

This repository hosts code samples, benchmarks, and experiments exploring the capabilities of Large Language Models (LLMs) like ChatGPT, Claude, DeepSeek, Grok, and more. From AI-driven coding to gaming, creativity, and education. Fork, explore, and contribute! ?