Aug 30

1. 12:41

   Replace brittle multi-field output with SAMS v5 wording selector

   AAJerry
   0609aa8
2. 10:34

   Rebuild SAMS v4 bounded selector and strict 40-case gate

   AAJerry
   ceb51d3
3. 03:49

   Replace rejected v1 with bounded SAMS v2 training pipeline

   AAJerry
   Verified signature

   631f1ca