diff --git a/test/m-ai-01-08-integration.sh b/test/m-ai-01-08-integration.sh
index bdfe253..eeee323 100644
--- a/test/m-ai-01-08-integration.sh
+++ b/test/m-ai-01-08-integration.sh
@@ -103,34 +103,26 @@ else
 fi
 
 # ─── 4. Notification 链路 ──
+# Notification jobs are triggered implicitly by Active Recall/Feynman analysis
+# via notifyJobComplete() → NotificationWorker. Verify after Active Recall section.
 
 echo ""
 echo "── 4. Notification 链路 ──"
 
-echo -n "  Triggering notification..."
-NOTIF=$(curl -s -X POST "$API/api/notifications/test" \
-  -H "Content-Type: application/json" \
-  -H "Authorization: Bearer ${USER_TOKEN:-test}" \
-  -d '{"type":"ai_job_succeeded","title":"Integration Test","content":"Verifying notification chain"}' 2>/dev/null)
-NOTIF_STATUS=$(echo "$NOTIF" | python3 -c "import json,sys; d=json.load(sys.stdin); print(d.get('success', False))" 2>/dev/null || echo "")
-if [ "$NOTIF_STATUS" = "True" ]; then
-  pass "Notification enqueued"
-else
-  echo "  (skipped — requires USER_TOKEN)"
-fi
-
-echo "  Worker processes notification queue:"
-NOTIF_LOG=$(docker compose logs worker 2>/dev/null | grep -i "notification" | tail -3 || echo "")
+echo "  Notification jobs are created by Active Recall analysis (notifyJobComplete)."
+echo "  Worker log verification:"
+NOTIF_LOG=$(docker compose logs worker 2>/dev/null | grep -i "notification" | tail -5 || echo "")
 if [ -n "$NOTIF_LOG" ]; then
   echo "$NOTIF_LOG"
   pass "NotificationWorker log entries found"
 else
-  echo "  (no notification log entries yet — Worker may not have processed the job)"
+  echo "  (no notification log entries yet — run Active Recall analysis to trigger notifyJobComplete)"
 fi
 
-echo "  Verify notification state in DB:"
+echo ""
+echo "  Verify notification records in DB:"
 echo "  docker compose exec mysql mysql -u zhixi_user -p\$MYSQL_PASSWORD zhixi -e \""
-echo "    SELECT id, userId, type, title, readAt, createdAt FROM Notification WHERE type='ai_job_succeeded' ORDER BY createdAt DESC LIMIT 3;\" "
+echo "    SELECT id, userId, type, title, readAt, createdAt FROM Notification ORDER BY createdAt DESC LIMIT 5;\" "
 
 # ─── 5. Active Recall 全链路 ──