AI Usage Dashboard

The AI Usage Dashboard, also known asai-sessions, is a tool that helps you understand how you use Claude Code. It looks at your past coding sessions and shows you how much you've used it, how productive you might be, and other useful details. This helps you see your patterns and potentially improve your workflow.

Benefits

The AI Usage Dashboard offers several advantages. It can load all your past Claude Code sessions to give you a complete picture. It scores each prompt you give to Claude using a system called CARE, which looks at context, your ask, rules, and examples. This score helps you see how clear your instructions are. The dashboard also tracks how many tokens you use, how often you use tools, and your activity over time. It updates in near real-time, so you always see the latest information. You can also access this data through special web links called REST APIs for more detailed analysis.

Use Cases

This dashboard is useful for anyone who uses Claude Code regularly. Developers can use it to monitor their token usage and understand their project activity. It can help identify areas where prompts could be clearer, leading to better results from Claude. The tool is designed to work locally on your computer, pulling data directly from your Claude session files. It can be accessed through a web browser athttp://localhost:8765.

Additional Information

The AI Usage Dashboard is built with a flexible architecture. It can use either a Go or a Node.js backend. The Go version is known for using less memory and starting up faster, which is great for advanced users or automated systems. The frontend, which is what you see in your browser, is built using modern web technologies like React and Vite. The system is designed to be expanded, with the ability to add support for other AI coding tools like GitHub Copilot and potentially others in the future.