The point is that if you know the algorithm will produce X as the output if the input is Y, give that as a tool to Claude
And if you know that the previous algorithm completes in Z milliseconds, tell Claude that too and give it a tool (a command it can run) to benchmark its implementation.
This way you don't need to tell it what it did wrong, it'll check itself.
