Silent failure detection skill. Identifies when Claude is being confidently wrong — surfacing hidden assumptions, exposing overconfident claims, probing calibration, and catching hallucination before it causes damage. Uses specific questioning techniques to force the model to reveal its actual uncer
Silent failure detection skill. Identifies when Claude is being confidently wrong — surfacing hidden assumptions, exposing overconfident claims, probing calibration, and catching hallucination before it causes damage. Uses specific questioning techniques to force the model to reveal its actual uncertainty rather than presenting plausible-sounding answers as facts. Turns overconfidence into a detec