Find the step that changed it.

Counterstep combines exact linear-equation checking with a tiny trained neural practice ranker. No sign-in, key or cloud inference.

Open the working app · Source and tests · Executed verification

1:58 recording of actual app actions. Stock synthetic narration; no learner study or measured improvement.

Full setup, methods and limitations