The Skill Was Retrieved, Not Proven
TL;DR for operators An agent completes a task after retrieving several reusable instructions. Its execution log records the instructions and the successful outcome, but not which instruction actually helped. Keeping every instruction associated with success can preserve redundant or harmful guidance; removing instructions with weak performance records can eliminate capabilities the model still needs. ...