What a bizarre README. From the top:

3,500-Line Lightweight Agentic RL Framework for Training Agents with Real Harnesses!

Ok, it's a framework. That can mean many things. Let's look at the "Key Features."

~3,500 lines of code: We treat simplicity as the first principle.

???