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- Confirm Validated hypotheses via canonical FIND-NNN.md matched in live-app terms (METHOD + endpoint route) alongside execution bundles - require/require_any discriminators for shared-endpoint challenges; absence-type scoring for no-rate-limiting - Runner: closeout timeout is a soft warning, not run invalidation - ai_judge: whitelist legitimate closeout artifacts in schema-drift audit - Align version surfaces to 3.1.0; move pyyaml to runtime deps Calibration: known-good 20/20, known-bad 0/0. Latest run re-scored 4 -> 9.