The four probe results, and how to reproduce them

This is the paid half of a post about one missing adapter: 190 lines between the Anthropic Messages API and a Nano-paying inference proxy. The free half has the shape of the problem and the numbers. This half has the code decisions, the measurement method, and the two refusals that are easy to misread as faults.