Pivot Inspector

Executed Pivots

Terminal-Pivot's shipped reward scores a model's next command batch by how closely its keystrokes match the teacher's. Here every candidate action at every pivot is also run in a forked copy of the terminal: X compares its effect with the expert's, and E runs the task's own verifier on where it leads. The keystroke is not the effect.

How often the reward is wrong

Controls

Actions built from the expert's own batch, each designed to land in one cell.

Inspect a pivot