diff --git a/src/modules/container-loading/pages/GlobalSmartLoadingView.test.ts b/src/modules/container-loading/pages/GlobalSmartLoadingView.test.ts
index b2b68ad9..c8a91b68 100644
--- a/src/modules/container-loading/pages/GlobalSmartLoadingView.test.ts
+++ b/src/modules/container-loading/pages/GlobalSmartLoadingView.test.ts
@@ -426,6 +426,8 @@ describe('GlobalSmartLoadingView', () => {
   it('keeps the package count editor inside its table cell without overflow ellipsis', () => {
     const source = readFileSync(resolve(process.cwd(), 'src/modules/container-loading/pages/GlobalSmartLoadingView.vue'), 'utf8')
     expect(source).toContain('<div v-else class="package-count-editor"><el-input-number')
+    expect(source).toContain('@change="adjust(row)"')
+    expect(source).not.toContain('<Save')
     expect(source).toContain('.plan-pane :deep(.package-count-editor .el-input-number) { width: 100%; min-width: 0; }')
   })
 
@@ -658,7 +660,7 @@ describe('GlobalSmartLoadingView', () => {
 
     const inboundRows = wrapper.findAll('tr').filter((row) => row.text().includes('IN-1'))
     expect(inboundRows).toHaveLength(1)
-    expect(inboundRows[0].text()).toContain('多规格；改箱数请移除后重加')
+    expect(inboundRows[0].text()).toContain('多规格，需删除后重加')
     expect(inboundRows[0].text()).toContain('100 kg')
     expect(inboundRows[0].text()).toContain('2 m³')
 
@@ -729,6 +731,7 @@ describe('GlobalSmartLoadingView', () => {
     const source = readFileSync(resolve(process.cwd(), 'src/modules/container-loading/pages/GlobalSmartLoadingView.vue'), 'utf8')
 
     expect(source).toContain('height: clamp(520px, 68vh, 720px); min-height: 0;')
+    expect(source).toContain('grid-template-columns: minmax(0, 5fr) minmax(0, 2fr) minmax(0, 3fr);')
     expect(source).toContain('.dispatch-pane { display: flex; min-width: 0; min-height: 0; flex-direction: column; }')
     expect(source).toContain('.candidate-pane :deep(.data-table),.plan-pane :deep(.data-table) { min-height: 0; flex: 1; }')
     expect(source).toContain(".candidate-pane :deep(.data-table__page-button[aria-label^='第']),.candidate-pane :deep(.data-table__page-ellipsis) { display: none; }")
@@ -738,7 +741,6 @@ describe('GlobalSmartLoadingView', () => {
     expect(source).toContain('overflow-wrap: anywhere;')
     expect(source).toContain('.candidate-pane,.plan-pane { height: min(68vh, 560px); min-height: 420px; }')
     expect(source).toContain('.container-pane { max-height: min(58vh, 460px); }')
-    expect(source).toContain('grid-template-columns: minmax(430px, 1fr) minmax(260px, 280px) minmax(520px, 1.25fr)')
     expect(source).toContain('min-height: 112px')
     expect(source).toContain("label: '预计到货时间'")
     expect(source).toContain("label: '订单状态'")
diff --git a/src/modules/container-loading/pages/GlobalSmartLoadingView.vue b/src/modules/container-loading/pages/GlobalSmartLoadingView.vue
index 758ae53d..008affe8 100644
--- a/src/modules/container-loading/pages/GlobalSmartLoadingView.vue
+++ b/src/modules/container-loading/pages/GlobalSmartLoadingView.vue
@@ -1,6 +1,6 @@
 <script setup lang="ts">
 import { computed, onMounted, reactive, ref } from 'vue'
-import { Plus, RefreshCw, Save, Sparkles, Trash2 } from '@lucide/vue'
+import { Plus, RefreshCw, Sparkles, Trash2 } from '@lucide/vue'
 import { ElMessage, ElMessageBox } from 'element-plus'
 import { useAccessPreviewStore } from '@/core/access/accessPreview'
 import { listPlatformTenants, type PlatformTenantResource } from '@/modules/iam'
@@ -225,7 +225,7 @@ const candidateColumns: DataTableColumn[] = [
   { key: 'totalVolumeCbm', label: '总体积', width: 90, slotName: 'candidateTotalVolume' },
 ]
 const itemColumns: DataTableColumn[] = [
-  { key: 'actions', label: '操作', width: 170, fixed: 'left', slotName: 'actions' },
+  { key: 'actions', label: '操作', width: 90, fixed: 'left', slotName: 'actions' },
   { key: 'inboundCode', prop: 'inboundCode', label: '入仓码', minWidth: 190, fixed: 'left', showOverflowTooltip: true },
   { key: 'coLoadGroup', label: '同柜不可拆', minWidth: 210, slotName: 'coLoadGroup' },
   { key: 'customerName', prop: 'customerName', label: '客户', minWidth: 140 },
@@ -738,9 +738,9 @@ onMounted(() => { void load(); void loadCustomers() })
                 <div><div class="meter-title"><span>重量</span><strong>{{ formatNumber(totalWeight, 1) }} / {{ formatNumber(weightLimit, 1) }} kg</strong></div><el-progress :percentage="Math.min(displayedWeightPercent, 100)" :status="weightPercent > 100 ? 'exception' : undefined" /></div>
               </div>
               <DataTable :data="displayedPlanItems" :columns="itemColumns" :loading="selectionLoading || mutating" stripe preference-key="global-smart-loading-items" column-settings-mode="hide" empty-text="当前柜次暂无装柜明细">
-                <template #actions="{ row }"><div class="row-actions"><el-button v-if="canAssign && editable && row.canAdjust && !row.coLoadGroup" size="small" type="primary" plain :disabled="quantityDrafts[row.id] === row.packageCount" @click="adjust(row)"><Save :size="15" />保存</el-button><el-button v-if="canDelete && editable && row.canRemove" size="small" type="danger" plain @click="remove(row)"><Trash2 :size="15" />{{ row.coLoadGroup ? '移除整组' : '移除整票' }}</el-button><small v-if="row.coLoadGroup">整组固定全箱数，不允许单票调整</small><small v-else-if="row.detailCount > 1 && editable">多规格；改箱数请移除后重加</small><small v-if="row.pickedPackageCount > 0">已拣 {{ row.pickedPackageCount }} 箱</small></div></template>
+                <template #actions="{ row }"><div class="row-actions"><el-button v-if="canDelete && editable && row.canRemove" size="small" type="danger" plain @click="remove(row)"><Trash2 :size="15" />删除</el-button></div></template>
                 <template #coLoadGroup="{ row }"><div v-if="row.coLoadGroup" class="candidate-group"><el-tag size="small" type="warning">{{ row.coLoadGroup.groupNo }} · {{ groupMemberLabel(row.coLoadGroup) }}</el-tag><span v-for="summary in row.memberOrderSummaries" :key="summary">{{ summary }}</span><span>固定 {{ row.coLoadGroup.fullPackageCount }} 箱 · {{ row.coLoadGroup.lockedPlanId ? '已锁定' : '未锁定' }}</span></div><span v-else>普通单票</span></template>
-                <template #packageCount="{ row }"><strong v-if="row.coLoadGroup">{{ row.packageCount }} 箱（整组固定）</strong><div v-else class="package-count-editor"><el-input-number v-model="quantityDrafts[row.id]" :min="row.minPackageCount" :max="adjustmentMax(row)" :step="1" :disabled="!canAssign || !editable || !row.canAdjust" controls-position="right" /></div></template>
+                <template #packageCount="{ row }"><strong v-if="row.coLoadGroup">{{ row.packageCount }} 箱（整组固定）</strong><div v-else class="package-count-editor"><el-input-number v-model="quantityDrafts[row.id]" :min="row.minPackageCount" :max="adjustmentMax(row)" :step="1" :disabled="mutating || !canAssign || !editable || !row.canAdjust" controls-position="right" @change="adjust(row)" /><small v-if="row.detailCount > 1 && editable">多规格，需删除后重加</small><small v-if="row.pickedPackageCount > 0">已拣 {{ row.pickedPackageCount }} 箱</small></div></template>
                 <template #weight="{ row }">{{ formatNumber(Number(row.grossWeightKg || 0), 1) }} kg</template>
                 <template #volume="{ row }">{{ formatNumber(Number(row.volumeCbm || 0)) }} m³</template>
               </DataTable>
@@ -787,7 +787,7 @@ onMounted(() => { void load(); void loadCustomers() })
 :deep(.smart-loading-query .query-toolbar__tail) { flex-wrap: nowrap; gap: 8px; }
 :deep(.smart-loading-query .query-toolbar__actions) { flex-wrap: nowrap; gap: 6px; }
 .pane-header small,.container-option span,.global-loading-page small { color: var(--cc-muted); font-size: 12px; }
-.dispatch-grid { display: grid; grid-template-columns: minmax(430px, 1fr) minmax(260px, 280px) minmax(520px, 1.25fr); height: clamp(520px, 68vh, 720px); min-height: 0; overflow-x: auto; border: 1px solid var(--cc-border); background: #fff; }
+.dispatch-grid { display: grid; grid-template-columns: minmax(0, 5fr) minmax(0, 2fr) minmax(0, 3fr); height: clamp(520px, 68vh, 720px); min-height: 0; overflow-x: auto; border: 1px solid var(--cc-border); background: #fff; }
 .embedded-smart-loading .dispatch-grid { height: auto; min-height: 0; flex: 1; }
 .dispatch-pane { display: flex; min-width: 0; min-height: 0; flex-direction: column; }
 .dispatch-pane + .dispatch-pane { border-left: 1px solid var(--cc-border); }
@@ -819,7 +819,7 @@ onMounted(() => { void load(); void loadCustomers() })
 .readonly-status-card strong { font-size: 16px; }
 .readonly-status-card p { max-width: 460px; margin: 0; color: var(--cc-muted); line-height: 1.6; }
 .meter-title { justify-content: space-between; margin-bottom: 8px; font-size: 12px; }
-.package-count-editor { display: flex; min-width: 0; }
+.package-count-editor { display: grid; min-width: 0; gap: 4px; }
 .plan-pane :deep(.package-count-editor .el-input-number) { width: 100%; min-width: 0; }
 .assign-dialog p { margin: 0 0 10px; }
 .assign-dialog :deep(.el-input-number) { width: 100%; }
diff --git a/src/modules/container-loading/pages/SmartLoadingWorkbenchView.test.ts b/src/modules/container-loading/pages/SmartLoadingWorkbenchView.test.ts
index c7be816c..7f455c0f 100644
--- a/src/modules/container-loading/pages/SmartLoadingWorkbenchView.test.ts
+++ b/src/modules/container-loading/pages/SmartLoadingWorkbenchView.test.ts
@@ -123,6 +123,8 @@ describe('SmartLoadingWorkbenchView', () => {
   it('keeps the package count editor inside its table cell without overflow ellipsis', () => {
     const source = readFileSync(resolve(process.cwd(), 'src/modules/container-loading/pages/SmartLoadingWorkbenchView.vue'), 'utf8')
     expect(source).toContain('<div v-else class="package-count-editor"><el-input-number')
+    expect(source).toContain('@change="adjust(row)"')
+    expect(source).not.toContain('<Save')
     expect(source).toContain('.workbench :deep(.package-count-editor .el-input-number) { width: 100%; min-width: 0; }')
   })
 
diff --git a/src/modules/container-loading/pages/SmartLoadingWorkbenchView.vue b/src/modules/container-loading/pages/SmartLoadingWorkbenchView.vue
index 332d1621..d25803a0 100644
--- a/src/modules/container-loading/pages/SmartLoadingWorkbenchView.vue
+++ b/src/modules/container-loading/pages/SmartLoadingWorkbenchView.vue
@@ -1,7 +1,7 @@
 <script setup lang="ts">
 import { computed, onMounted, reactive, ref } from 'vue'
 import { useRoute, useRouter } from 'vue-router'
-import { ArrowLeft, ListChecks, Plus, RefreshCw, Save, Sparkles, Trash2 } from '@lucide/vue'
+import { ArrowLeft, ListChecks, Plus, RefreshCw, Sparkles, Trash2 } from '@lucide/vue'
 import { ElMessage, ElMessageBox } from 'element-plus'
 import { useAccessPreviewStore } from '@/core/access/accessPreview'
 import AdminPage from '@/shared/components/AdminPage.vue'
@@ -125,7 +125,7 @@ const displayedVolumePercent = computed(() => percentage(volumePercent.value))
 const displayedWeightPercent = computed(() => percentage(weightPercent.value))
 
 const itemColumns: DataTableColumn[] = [
-  { key: 'actions', label: '操作', width: 180, fixed: 'left', slotName: 'actions' },
+  { key: 'actions', label: '操作', width: 90, fixed: 'left', slotName: 'actions' },
   { key: 'sequence', prop: 'loadSequence', label: '顺序', width: 75 },
   { key: 'order', label: '入仓码', minWidth: 190, slotName: 'order' },
   { key: 'coLoadGroup', label: '同柜不可拆', minWidth: 210, slotName: 'coLoadGroup' },
@@ -354,11 +354,11 @@ onMounted(load)
         <el-alert v-else-if="!plan.canEdit" :type="plan.finalCompletionStatus === 'COMPLETED' ? 'success' : 'info'" :closable="false" show-icon :title="plan.finalCompletionStatus === 'IN_PROGRESS' ? '正在最终确认，装柜方案暂时只读' : plan.finalCompletionStatus === 'COMPLETED' ? '装柜已完成，方案永久只读' : '当前装柜方案只读'" :description="plan.blockedReason || '请刷新计划获取最新作业状态。'" />
         <DataTable :data="displayedPlanItems" :columns="itemColumns" :loading="loading || mutating" stripe preference-key="smart-loading-items" column-settings-mode="hide" empty-text="暂无已分配货物">
           <template #toolbar-start><div><h2>{{ displayContainerNo(container) }} 装柜方案</h2><p>智能建议必须经人工核对。</p></div></template>
-          <template #actions="{ row }"><div class="row-actions"><el-button v-if="canAssign && editable && row.canAdjust && !row.coLoadGroup" size="small" type="primary" plain :disabled="quantityDrafts[row.id] === row.packageCount" @click="adjust(row)"><Save :size="15" />保存箱数</el-button><el-button v-if="canDelete && editable && row.canRemove" size="small" type="danger" plain @click="remove(row)"><Trash2 :size="15" />{{ row.coLoadGroup ? '移除整组' : '移除整票' }}</el-button><small v-if="row.coLoadGroup">整组固定全箱数，不允许单票调整</small><small v-else-if="row.detailCount > 1 && editable">含 {{ row.detailCount }} 个规格；改箱数请移除后重加</small><small v-if="row.pickedPackageCount > 0">已拣 {{ row.pickedPackageCount }} 箱</small></div></template>
+          <template #actions="{ row }"><div class="row-actions"><el-button v-if="canDelete && editable && row.canRemove" size="small" type="danger" plain @click="remove(row)"><Trash2 :size="15" />删除</el-button></div></template>
           <template #order="{ row }"><strong>{{ row.inboundCode || '—' }}</strong></template>
           <template #coLoadGroup="{ row }"><div v-if="row.coLoadGroup" class="candidate-group"><el-tag size="small" type="warning">{{ row.coLoadGroup.groupNo }} · {{ groupMemberLabel(row.coLoadGroup) }}</el-tag><span v-for="summary in row.memberOrderSummaries" :key="summary">{{ summary }}</span><span>全部入仓片段联动，固定 {{ row.coLoadGroup.fullPackageCount }} 箱</span></div><span v-else>普通单票</span></template>
           <template #goods="{ row }"><strong>{{ row.productNameZh || '未命名货物' }}</strong><small>{{ row.skuCode || '无 SKU' }}</small></template>
-          <template #packageCount="{ row }"><strong v-if="row.coLoadGroup">{{ row.packageCount }} 箱（整组固定）</strong><div v-else class="package-count-editor"><el-input-number v-model="quantityDrafts[row.id]" :min="row.minPackageCount" :step="1" :disabled="!canAssign || !editable || !row.canAdjust" controls-position="right" /></div></template>
+          <template #packageCount="{ row }"><strong v-if="row.coLoadGroup">{{ row.packageCount }} 箱（整组固定）</strong><div v-else class="package-count-editor"><el-input-number v-model="quantityDrafts[row.id]" :min="row.minPackageCount" :step="1" :disabled="mutating || !canAssign || !editable || !row.canAdjust" controls-position="right" @change="adjust(row)" /><small v-if="row.detailCount > 1 && editable">含 {{ row.detailCount }} 个规格，需删除后重加</small><small v-if="row.pickedPackageCount > 0">已拣 {{ row.pickedPackageCount }} 箱</small></div></template>
           <template #volume="{ row }">{{ formatNumber(Number(row.volumeCbm || 0)) }} m³</template><template #weight="{ row }">{{ formatNumber(Number(row.grossWeightKg || 0),1) }} kg</template>
         </DataTable>
         <DataTable :data="displayedCandidates" :columns="candidateColumns" :loading="loading || mutating" stripe preference-key="smart-loading-candidates" column-settings-mode="hide" empty-text="当前仓库暂无可排柜货物">
@@ -397,7 +397,7 @@ onMounted(load)
 .readonly-status-card p { margin: 0; color: var(--cc-muted); }
 .meter-title { justify-content: space-between; gap: 12px; margin-bottom: 10px; font-size: 13px; }
 .row-actions { min-width: 150px; }
-.package-count-editor { display: flex; min-width: 0; }
+.package-count-editor { display: grid; min-width: 0; gap: 4px; }
 .workbench :deep(.package-count-editor .el-input-number) { width: 100%; min-width: 0; }
 .assign-dialog p { margin: 0 0 10px; }
 .assign-dialog :deep(.el-input-number) { width: 100%; }