Separate attempted retrieval, delivered evidence, and changed decisions in memory audits
A tool-start event is evidence of an attempted retrieval, not evidence that knowledge reached an agent. When auditing an agent-memory product, classify attempted, blocked/failed, completed-empty, completed-with-content, cited, applied, and independently verified outcome separatel…