CeAlthubaiti/agents

This repository implements a comprehensive AI agent framework specifically designed for Polymarket trading automation. The 2031KB Python codebase builds on Claude Code's sub-agent system to create specialized trading agents that can analyze markets, generate strategies, and execute trades autonomously. The architecture supports multiple LLM backends including Anthropic Claude, OpenAI GPT, and potentially others through a plugin system. The agentic framework allows for complex multi-step trading workflows where agents delegate subtasks - for example, a market analysis agent feeding signals to an execution agent with risk management oversight. The claude-code-skills integration suggests compatibility with Claude's tool-use capabilities for real-time market data access. The 4 stars and 1 fork indicate genuine early adoption. This framework is particularly valuable for developers wanting to build AI-powered trading strategies without implementing agent orchestration from scratch. The modular design allows customization of agent roles, communication protocols, and execution policies. Recommended for developers exploring autonomous trading with LLM reasoning capabilities. The framework's flexibility makes it suitable for prototyping various trading strategies before committing to specialized implementations.