diff --git a/app/src/debug/java/com/ahu/ahutong/personalization/diagnostics/DebugDiagnosticsContribution.kt b/app/src/debug/java/com/ahu/ahutong/personalization/diagnostics/DebugDiagnosticsContribution.kt
index 458b69c0..4fe042c7 100644
--- a/app/src/debug/java/com/ahu/ahutong/personalization/diagnostics/DebugDiagnosticsContribution.kt
+++ b/app/src/debug/java/com/ahu/ahutong/personalization/diagnostics/DebugDiagnosticsContribution.kt
@@ -962,7 +962,8 @@ private fun readableSuggestionBlockReason(value: String): String = when (value)
     "HIGHER_PRIORITY_OFFER_ACTIVE" -> "已有更高优先级的建议正在处理"
     "WAITING_FOR_MODEL_RANKING" -> "多个合法候选正在等待模型排序"
     "NO_ORGANICALLY_ELIGIBLE_ACTION" -> "没有具备自然使用历史的安全候选"
-    "BELOW_CONFIDENCE_THRESHOLD" -> "候选概率未达到 30%"
+    "BELOW_CONFIDENCE_THRESHOLD" ->
+        "候选概率未达到 ${(SuggestionPolicy.ORDINARY_NEXT_ACTION_MIN_CONFIDENCE * 100).roundToInt()}%"
     "INSUFFICIENT_PROBABILITY_MARGIN" -> "候选领先优势不足 8 个百分点"
     "NON_SUGGESTIBLE_OUTPUT_DOMINATES" -> "模型更倾向于不展示或不可推荐动作"
     "CENSORED_UNTRACKED_OR_DEBUG_ROUTE" -> "进入调试或未跟踪页面，当前建议已取消"
diff --git a/app/src/main/java/com/ahu/ahutong/personalization/ui/SuggestionPolicy.kt b/app/src/main/java/com/ahu/ahutong/personalization/ui/SuggestionPolicy.kt
index ab5d20a6..409f795c 100644
--- a/app/src/main/java/com/ahu/ahutong/personalization/ui/SuggestionPolicy.kt
+++ b/app/src/main/java/com/ahu/ahutong/personalization/ui/SuggestionPolicy.kt
@@ -65,7 +65,7 @@ internal object SuggestionPolicy {
     const val TARGETED_CHANGE_DEBOUNCE_MS = 250L
     const val TARGETED_MIN_INTERVAL_MS = 10_000L
     const val ORDINARY_MIN_INTERVAL_MS = 30_000L
-    const val ORDINARY_NEXT_ACTION_MIN_CONFIDENCE = 0.30f
+    const val ORDINARY_NEXT_ACTION_MIN_CONFIDENCE = 0.40f
     const val ORDINARY_NEXT_ACTION_MIN_MARGIN = 0.08f
     const val OCCUPIED_RETRY_DELAY_MS = 250L
 
diff --git a/app/src/test/java/com/ahu/ahutong/personalization/SuggestionPolicyTest.kt b/app/src/test/java/com/ahu/ahutong/personalization/SuggestionPolicyTest.kt
index c446cb01..4d010b92 100644
--- a/app/src/test/java/com/ahu/ahutong/personalization/SuggestionPolicyTest.kt
+++ b/app/src/test/java/com/ahu/ahutong/personalization/SuggestionPolicyTest.kt
@@ -70,11 +70,11 @@ class SuggestionPolicyTest {
     }
 
     @Test
-    fun ordinaryNextActionRejectsConfidenceBelowThirtyPercent() {
+    fun ordinaryNextActionRejectsConfidenceBelowFortyPercent() {
         val assessment = SuggestionPolicy.assessOrdinaryNextAction(
             vector(
-                AppActionId.VIEW_SCHEDULE to 0.29f,
-                AppActionId.VIEW_GRADES to 0.25f
+                AppActionId.VIEW_SCHEDULE to 0.3999f,
+                AppActionId.VIEW_GRADES to 0.30f
             ),
             setOf(AppActionId.VIEW_SCHEDULE.stableId, AppActionId.VIEW_GRADES.stableId)
         )
@@ -83,6 +83,20 @@ class SuggestionPolicyTest {
         assertEquals(OrdinaryNextActionGateReason.BELOW_CONFIDENCE_THRESHOLD, assessment.rejectionReason)
     }
 
+    @Test
+    fun ordinaryNextActionConfidenceBoundaryIsInclusive() {
+        val assessment = SuggestionPolicy.assessOrdinaryNextAction(
+            vector(
+                AppActionId.VIEW_SCHEDULE to 0.40f,
+                AppActionId.VIEW_GRADES to 0.30f
+            ),
+            setOf(AppActionId.VIEW_SCHEDULE.stableId, AppActionId.VIEW_GRADES.stableId)
+        )
+
+        assertTrue(assessment.accepted)
+        assertEquals(AppActionId.VIEW_SCHEDULE, assessment.candidate?.action)
+    }
+
     @Test
     fun ordinaryNextActionRejectsAnAmbiguousTopCandidate() {
         val assessment = SuggestionPolicy.assessOrdinaryNextAction(
@@ -102,7 +116,7 @@ class SuggestionPolicyTest {
         val assessment = SuggestionPolicy.assessOrdinaryNextAction(
             vector(
                 AppActionId.SUBMIT_CARD_RECHARGE to 0.45f,
-                AppActionId.VIEW_SCHEDULE to 0.35f
+                AppActionId.VIEW_SCHEDULE to 0.40f
             ),
             setOf(AppActionId.SUBMIT_CARD_RECHARGE.stableId, AppActionId.VIEW_SCHEDULE.stableId)
         )