g023's Agentic Chat is a single-file Python application that uses one universal tool (python_exec) to execute Python code for all tasks, from file operations to shell commands to web requests.

Built with local Ollama LLM integration, it features a 6-level memory system, multi-level reasoning with backtracking, sub-agents for planning and code review, and reinforcement learning capabilities. The system offers configurable user control modes (YOLO, Approve, Guided) and 30+ slash commands for session management within a protected workspace.