diff --git a/.gitignore b/.gitignore
index 184de956f..bb1ecf0d1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -108,4 +108,5 @@ packages/vtable/nodejs/*.png
 tsconfig.tsbuildinfo
 
 .history
-.trae/
\ No newline at end of file
+.trae/
+.agents/
\ No newline at end of file
diff --git a/common/changes/@visactor/vtable/5096-bug-drag-autofill-plugin-getorigincellvalue_2026-04-08-08-39.json b/common/changes/@visactor/vtable/5096-bug-drag-autofill-plugin-getorigincellvalue_2026-04-08-08-39.json
new file mode 100644
index 000000000..529ae0b0f
--- /dev/null
+++ b/common/changes/@visactor/vtable/5096-bug-drag-autofill-plugin-getorigincellvalue_2026-04-08-08-39.json
@@ -0,0 +1,11 @@
+{
+  "changes": [
+    {
+      "comment": "fix: fill handle logic about get cell value #5096\n\n",
+      "type": "none",
+      "packageName": "@visactor/vtable"
+    }
+  ],
+  "packageName": "@visactor/vtable",
+  "email": "892739385@qq.com"
+}
\ No newline at end of file
diff --git a/packages/vtable-plugins/demo/auto-fill/fill-handle-origin-value.ts b/packages/vtable-plugins/demo/auto-fill/fill-handle-origin-value.ts
new file mode 100644
index 000000000..ccf3b386e
--- /dev/null
+++ b/packages/vtable-plugins/demo/auto-fill/fill-handle-origin-value.ts
@@ -0,0 +1,40 @@
+import * as VTable from '@visactor/vtable';
+import * as VTablePlugins from '../../src';
+
+const CONTAINER_ID = 'vTable';
+
+export function createTable() {
+  const columns: VTable.ColumnsDefine = [
+    {
+      field: 'name',
+      title: 'Name',
+      width: 150
+    },
+    {
+      field: 'sales',
+      title: 'Sales',
+      width: 150,
+      fieldFormat: rec => {
+        if (rec.sales) {
+          return `$${rec.sales}`;
+        }
+        return '';
+      }
+    }
+  ];
+
+  const records = [{ name: 'John', sales: 100 }, { name: 'Jane', sales: 200 }, { name: 'Doe', sales: 300 }, {}, {}, {}];
+
+  const option: VTable.ListTableConstructorOptions = {
+    container: document.getElementById(CONTAINER_ID)!,
+    columns,
+    records,
+    excelOptions: {
+      fillHandle: true
+    },
+    plugins: [new VTablePlugins.AutoFillPlugin()]
+  };
+
+  const instance = new VTable.ListTable(option);
+  (window as any).tableInstance = instance;
+}
diff --git a/packages/vtable-plugins/demo/menu.ts b/packages/vtable-plugins/demo/menu.ts
index 9600c76c7..a9718ec90 100644
--- a/packages/vtable-plugins/demo/menu.ts
+++ b/packages/vtable-plugins/demo/menu.ts
@@ -39,6 +39,10 @@ export const menus = [
     path: 'auto-fill',
     name: 'auto-fill'
   },
+  {
+    path: 'auto-fill',
+    name: 'fill-handle-origin-value'
+  },
   {
     path: 'wps-fill-handle',
     name: 'wps-fill-handle'
diff --git a/packages/vtable-plugins/src/auto-fill/auto-fill-helper.ts b/packages/vtable-plugins/src/auto-fill/auto-fill-helper.ts
index a23fc1ec3..84d768821 100644
--- a/packages/vtable-plugins/src/auto-fill/auto-fill-helper.ts
+++ b/packages/vtable-plugins/src/auto-fill/auto-fill-helper.ts
@@ -86,7 +86,7 @@ export function openAutoFillMenu(tableInstance: ListTable, endCol: number, endRo
 export function getCellMatrix(table: ListTable) {
   return {
     getValue: (row: number, col: number) => {
-      const value = table.getCellValue(col, row);
+      const value = table.getCellOriginValue(col, row);
       if (typeof value === 'number' || !isNaN(Number(value))) {
         return {
           v: value,
diff --git a/skills-lock.json b/skills-lock.json
new file mode 100644
index 000000000..486223af0
--- /dev/null
+++ b/skills-lock.json
@@ -0,0 +1,15 @@
+{
+  "version": 1,
+  "skills": {
+    "vtable-browser-debugger-assistant": {
+      "source": "VisActor/VTable",
+      "sourceType": "github",
+      "computedHash": "be064dc336796005c403d281243b25684e4f7abc1513125f91d6c65e912bc88b"
+    },
+    "vtable-development-assistant": {
+      "source": "VisActor/VTable",
+      "sourceType": "github",
+      "computedHash": "6f24fceb32b7d460587ed0c8e93c643e969e8102a0a791e0880ad692af07e79a"
+    }
+  }
+}