diff --git a/resources/views/admin/platform_orders/index.blade.php b/resources/views/admin/platform_orders/index.blade.php
index 3a3dbb8..e892db4 100644
--- a/resources/views/admin/platform_orders/index.blade.php
+++ b/resources/views/admin/platform_orders/index.blade.php
@@ -1061,6 +1061,14 @@
 
     <div class="tool-group focus-box">
         <div class="tool-group-title">清理失败标记：同步订阅</div>
+        @php
+            // 清理同步失败标记：前端治理提示（后端仍有 confirm=YES 等安全阀，这里只做“减少误点/更可治理”）
+            $clearSyncBlockedReason = '';
+            if ((string) ($filters['sync_status'] ?? '') !== 'failed' && (string) ($filters['fail_only'] ?? '') === '') {
+                $clearSyncBlockedReason = '建议先筛选「同步失败」集合（sync_status=failed）后再执行清理，避免误清理。';
+            }
+            $clearSyncBlocked = $clearSyncBlockedReason !== '';
+        @endphp
         <form method="post" action="/admin/platform-orders/clear-sync-errors" data-action="disable-on-submit" onsubmit="return confirm('确认清除当前筛选范围内命中的订单的“同步失败”标记？');" class="mb-10">
                 @csrf
                 <input type="hidden" name="scope" value="filtered">
@@ -1087,7 +1095,10 @@
                 <input type="hidden" name="reconcile_mismatch" value="{{ $filters['reconcile_mismatch'] ?? '' }}">
                 <input type="hidden" name="refund_inconsistent" value="{{ $filters['refund_inconsistent'] ?? '' }}">
                 <div class="mt-6">
-                    <button class="btn btn-danger btn-sm" type="submit">清除同步失败标记（当前筛选范围）</button>
+                    <button class="btn btn-danger btn-sm" type="submit" @disabled($clearSyncBlocked) title="{{ $clearSyncBlockedReason }}">清除同步失败标记（当前筛选范围）</button>
+                    @if($clearSyncBlocked)
+                        <div class="muted muted-xs text-danger mt-6" data-role="clear-sync-errors-blocked-hint">提示：{{ $clearSyncBlockedReason }}</div>
+                    @endif
                 </div>
             </form>
 
@@ -1109,6 +1120,14 @@
 
     <div class="tool-group focus-box">
         <div class="tool-group-title">清理失败标记：批量 BMPA</div>
+        @php
+            // 清理 BMPA 失败标记：前端治理提示（建议先进入 BMPA 失败集合再清理，避免误清理）
+            $clearBmpaBlockedReason = '';
+            if ((string) ($filters['bmpa_failed_only'] ?? '') === '' && (string) ($filters['bmpa_error_keyword'] ?? '') === '' && (string) ($filters['batch_mark_paid_and_activate_24h'] ?? '') === '') {
+                $clearBmpaBlockedReason = '建议先筛选「BMPA失败」集合（bmpa_failed_only=1 或失败原因关键词）后再执行清理，避免误清理。';
+            }
+            $clearBmpaBlocked = $clearBmpaBlockedReason !== '';
+        @endphp
         <form method="post" action="/admin/platform-orders/clear-bmpa-errors" data-action="disable-on-submit" onsubmit="return confirm('确认清除当前筛选范围内命中的订单的“批量标记支付失败”标记？');" class="mb-10">
                 @csrf
                 <input type="hidden" name="scope" value="filtered">
@@ -1135,7 +1154,10 @@
                 <input type="hidden" name="reconcile_mismatch" value="{{ $filters['reconcile_mismatch'] ?? '' }}">
                 <input type="hidden" name="refund_inconsistent" value="{{ $filters['refund_inconsistent'] ?? '' }}">
                 <div class="mt-6">
-                    <button class="btn btn-danger btn-sm" type="submit">清除批量标记支付失败标记（当前筛选范围）</button>
+                    <button class="btn btn-danger btn-sm" type="submit" @disabled($clearBmpaBlocked) title="{{ $clearBmpaBlockedReason }}">清除批量标记支付失败标记（当前筛选范围）</button>
+                    @if($clearBmpaBlocked)
+                        <div class="muted muted-xs text-danger mt-6" data-role="clear-bmpa-errors-blocked-hint">提示：{{ $clearBmpaBlockedReason }}</div>
+                    @endif
                 </div>
             </form>
 
diff --git a/tests/Feature/AdminPlatformOrderIndexClearErrorButtonsShouldDisableWhenNotInFailedScopeTest.php b/tests/Feature/AdminPlatformOrderIndexClearErrorButtonsShouldDisableWhenNotInFailedScopeTest.php
new file mode 100644
index 0000000..4285bbf
--- /dev/null
+++ b/tests/Feature/AdminPlatformOrderIndexClearErrorButtonsShouldDisableWhenNotInFailedScopeTest.php
@@ -0,0 +1,43 @@
+<?php
+
+namespace Tests\Feature;
+
+use Illuminate\Foundation\Testing\RefreshDatabase;
+use Tests\TestCase;
+
+class AdminPlatformOrderIndexClearErrorButtonsShouldDisableWhenNotInFailedScopeTest extends TestCase
+{
+    use RefreshDatabase;
+
+    protected function loginAsPlatformAdmin(): void
+    {
+        $this->seed();
+
+        $this->post('/admin/login', [
+            'email' => 'platform.admin@demo.local',
+            'password' => 'Platform@123456',
+        ])->assertRedirect('/admin');
+    }
+
+    public function test_clear_error_buttons_should_disable_when_filters_not_in_failed_scopes(): void
+    {
+        $this->loginAsPlatformAdmin();
+
+        // 默认列表（未进入失败集合）
+        $res = $this->get('/admin/platform-orders');
+        $res->assertOk();
+
+        $html = (string) $res->getContent();
+
+        $this->assertStringContainsString('清除同步失败标记（当前筛选范围）', $html);
+        $this->assertStringContainsString('data-role="clear-sync-errors-blocked-hint"', $html);
+        $this->assertStringContainsString('同步失败', $html);
+
+        $this->assertStringContainsString('清除批量标记支付失败标记（当前筛选范围）', $html);
+        $this->assertStringContainsString('data-role="clear-bmpa-errors-blocked-hint"', $html);
+        $this->assertStringContainsString('BMPA失败', $html);
+
+        // 按钮 disabled（宽松断言）
+        $this->assertTrue(str_contains($html, 'type="submit" disabled') || str_contains($html, 'disabled="disabled"'));
+    }
+}