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Last repository activity November 11, 2026 · Created October 14, 2026

walksls/dsh-degeneration-kit#thinking-guard

“Folds degenerate reasoning loops out of the model-visible history so they are not replayed upstream on the next turn.”

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TL;DR

Folds degenerate reasoning loops out of the model-visible history so they are not replayed upstream on the next turn. Detects two shapes — one sentence hammered repeatedly, and short-sentence rotation — and replaces the matched span in place; a companion escape valve aborts a turn that will not stop on its own.

30 days of GitHub stars
+13 stars
+144.4% observed change
Oct 12Oct 26Nov 10