diff --git a/inventory-web/src/views/stock/inbound/product.vue b/inventory-web/src/views/stock/inbound/product.vue
index 5e5070b..c9ff0e8 100644
--- a/inventory-web/src/views/stock/inbound/product.vue
+++ b/inventory-web/src/views/stock/inbound/product.vue
@@ -419,10 +419,7 @@ const allColumns = [
 ]
 
 const defaultVisibleCols = ['material_name', 'sku', 'serial_number', 'qty_stock', 'status', 'quality_status', 'product_photo', 'sale_price', 'order_id']
-const STORAGE_KEY = 'stock_product_visible_columns_v2'
-const getSavedColumns = () => { try { const saved = localStorage.getItem(STORAGE_KEY); return saved ? JSON.parse(saved) : defaultVisibleCols } catch (e) { return defaultVisibleCols } }
-const visibleColumnProps = ref(getSavedColumns())
-watch(visibleColumnProps, (newVal) => { localStorage.setItem(STORAGE_KEY, JSON.stringify(newVal)) }, { deep: true })
+const visibleColumnProps = ref(defaultVisibleCols)
 
 const form = reactive({
   id: undefined, base_id: undefined, material_name: '', spec_model: '', material_type: '', category: '', unit: '',
diff --git a/inventory-web/src/views/stock/inbound/semi.vue b/inventory-web/src/views/stock/inbound/semi.vue
index 4c221f3..788929a 100644
--- a/inventory-web/src/views/stock/inbound/semi.vue
+++ b/inventory-web/src/views/stock/inbound/semi.vue
@@ -513,11 +513,8 @@ const stockColumns = [
 ]
 const allColumns = [...baseColumns, ...stockColumns]
 
-const STORAGE_KEY = 'stock_semi_visible_columns_v2'
 const defaultColumns = ['material_name', 'spec_model', 'unit', 'inbound_date', 'sn_bn', 'status', 'quality_status', 'bom_code', 'work_order_code', 'qty_stock', 'qty_available', 'unit_total_cost', 'arrival_photo', 'quality_report_link']
-const getSavedColumns = () => { try { const saved = localStorage.getItem(STORAGE_KEY); return saved ? JSON.parse(saved) : defaultColumns } catch (e) { return defaultColumns } }
-const visibleColumnProps = ref(getSavedColumns())
-watch(visibleColumnProps, (newVal) => { localStorage.setItem(STORAGE_KEY, JSON.stringify(newVal)) }, {deep: true})
+const visibleColumnProps = ref(defaultColumns)
 
 const form = reactive({
   id: undefined, base_id: undefined as number | undefined, material_name: '', spec_model: '', category: '', unit: '', material_type: '',
@@ -527,9 +524,6 @@ const form = reactive({
   production_manager: '', production_time_range: [] as string[], arrival_photo: [] as string[], quality_report_link: [] as string[], detail_link: ''
 })
 
-// ------------------------------------
-// 历史记录管理器
-// ------------------------------------
 // ------------------------------------
 // Autocomplete & Search Logic (后端 API 驱动)
 // ------------------------------------