...The project is designed to let Claude identify missing capabilities, generate new tools, load them dynamically, and use them in later conversations. It includes real-time token tracking, conversation state management, tool usage indicators, and structured configuration options. The web interface supports image upload, Markdown rendering, syntax highlighting, and responsive design. Overall, it is an experimental framework for developers who want an AI assistant that can expand its own toolset while helping with software tasks.