I've had a number of people send me tools like this at work, and easily 50% of them can't answer basic questions like "what's the reason someone would adopt this tool" or "how do you know that it will achieve its stated goals". Agents are good at reading code, I can't imagine what the point of autogenerating agent context could be if it's not showing demonstrable cost benefits.