pi-antiloop

noguerol

Antiloop: detect reasoning loops and force a break (warn → force → abort) across text, tool, thinking, structural, degenerate-repetition, block/narration-repetition, and no-progress outcome patterns. Degenerate (one message stuck repeating a word hundreds