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jrichlen/recurrence-detector

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Close the growth loop's DETECT step: cluster the exhaust every run sheds (stop-reports, scope-fence findings, unmet criteria, diary entries) by failure shape and surface repeat shapes as named candidate invariants. Proposes; never scaffolds. Use when asking what keeps going wrong.