串接 AI 洞察向量化與漏通知入口

services/elephant_alpha_autonomous_engine.py

@@ -648,11 +648,12 @@ class ElephantAlphaAutonomousEngine:
         self._log.warning("Escalating to human: %s", trigger.trigger_type)
         session = get_session()
         try:
-            session.execute(
+            row = session.execute(
                 text("""
                     INSERT INTO ai_insights
                         (insight_type, content, confidence, created_by, status, metadata_json)
                     VALUES (:type, :content, :conf, :by, :status, :meta)
+                    RETURNING id
                 """),
                 {
                     "type": "human_review",
@@ -669,8 +670,18 @@ class ElephantAlphaAutonomousEngine:
                         "reason": "low_confidence"
                     }),
                 },
-            )
+            ).fetchone()
             session.commit()
+            if row:
+                try:
+                    from services.openclaw_learning_service import enqueue_insight_embedding
+                    enqueue_insight_embedding(
+                        row[0],
+                        "human_review",
+                        f"[Elephant Alpha 升級審核] {trigger.trigger_type} 信心度僅 {decision.confidence:.2f}",
+                    )
+                except Exception as embed_err:
+                    self._log.warning("Embedding enqueue failed for human_review: %s", embed_err)
         except Exception as e:
             self._log.error("DB escalation write failed: %s", e)
             session.rollback()