diff --git a/package.json b/package.json
index 7b9a010..d7453c8 100644
--- a/package.json
+++ b/package.json
@@ -118,7 +118,7 @@
     "json2csv": "^5.0.7",
     "lodash": "^4.17.21",
     "lodash.clonedeep": "^4.5.0",
-    "mitata": "^1.0.25",
+    "mitata": "^1.0.34",
     "prettier": "^3.3.3",
     "quickchart-js": "^3.1.2",
     "redux": "^5.0.1",
diff --git a/src/draft.ts b/src/draft.ts
index a0c1b87..9dfe06f 100644
--- a/src/draft.ts
+++ b/src/draft.ts
@@ -3,8 +3,8 @@ import {
   Finalities,
   Patches,
   ProxyDraft,
+  Options,
   Operation,
-  DraftOptions,
 } from './interface';
 import { dataTypes, PROXY_DRAFT } from './constant';
 import { mapHandler, mapHandlerKeys } from './map';
@@ -29,16 +29,13 @@ import {
   finalizeSetValue,
   markFinalization,
   finalizePatches,
-  isDraft,
 } from './utils';
 import { checkReadable } from './unsafe';
 import { generatePatches } from './patch';
 
 const draftsCache = new WeakSet<object>();
 
-let arrayHandling = false;
-
-const proxyArrayMethods = ['splice', 'shift', 'unshift', 'reverse'];
+const proxyArrayMethods = ['splice', 'shift', 'unshift'];
 
 const proxyHandler: ProxyHandler<ProxyDraft> = {
   get(target: ProxyDraft, key: string | number | symbol, receiver: any) {
@@ -99,24 +96,20 @@ const proxyHandler: ProxyHandler<ProxyDraft> = {
         proxyArrayMethods.includes(key as string)
       ) {
         return function (this: any, ...args: any[]) {
+          const proxyDraft = getProxyDraft(this);
+          ensureShallowCopy(proxyDraft!);
           let returnValue: any;
-          arrayHandling = true;
-          try {
-            returnValue = value.apply(this, args);
-            if (isDraftable(returnValue)) {
-              returnValue = createDraft({
-                original: returnValue,
-                parentDraft: target,
-                key: undefined,
-                finalities: target.finalities,
-                options: target.options,
-              });
-              // TODO: support for custom shallow copy function;
-            }
-            return returnValue;
-          } finally {
-            arrayHandling = false;
+          returnValue = value.apply(proxyDraft!.copy, args);
+          if (isDraftable(returnValue)) {
+            returnValue = createDraft({
+              original: returnValue,
+              parentDraft: target,
+              key: undefined,
+              finalities: target.finalities,
+              options: target.options,
+            });
           }
+          return returnValue;
         };
       }
       return desc
@@ -134,18 +127,10 @@ const proxyHandler: ProxyHandler<ProxyDraft> = {
       return value;
     }
     // Ensure that the assigned values are not drafted
-    if (
-      !arrayHandling &&
-      (value === peek(target.original, key) ||
-        target.options.skipFinalization.has(value))
-    ) {
-      const shouldSkip = target.options.skipFinalization.has(value);
-      if (shouldSkip) {
-        target.options.skipFinalization.delete(value);
-      }
+    if (value === peek(target.original, key)) {
       ensureShallowCopy(target);
       target.copy![key] = createDraft({
-        original: shouldSkip ? target.copy![key] : target.original[key],
+        original: target.original[key],
         parentDraft: target,
         key: target.type === DraftType.Array ? Number(key) : key,
         finalities: target.finalities,
@@ -161,10 +146,6 @@ const proxyHandler: ProxyHandler<ProxyDraft> = {
       }
       return target.copy![key];
     }
-    if (arrayHandling && !isDraft(value) && isDraftable(value)) {
-      // !case: handle the case of assigning the original array item via array methods(`splice`, `shift``, `unshift`, `reverse`)
-      target.options.skipFinalization.add(value);
-    }
     return value;
   },
   set(target: ProxyDraft, key: string | number | symbol, value: any) {
@@ -270,7 +251,7 @@ export function createDraft<T extends object>(createDraftOptions: {
   parentDraft?: ProxyDraft | null;
   key?: string | number | symbol;
   finalities: Finalities;
-  options: DraftOptions;
+  options: Options<any, any>;
 }): T {
   const { original, parentDraft, key, finalities, options } =
     createDraftOptions;
@@ -317,11 +298,7 @@ export function createDraft<T extends object>(createDraftOptions: {
         }
         finalizeSetValue(proxyDraft);
         finalizePatches(proxyDraft, generatePatches, patches, inversePatches);
-        if (
-          __DEV__ &&
-          target.options.enableAutoFreeze &&
-          typeof updatedValue === 'object'
-        ) {
+        if (__DEV__ && target.options.enableAutoFreeze) {
           target.options.updatedValues =
             target.options.updatedValues ?? new WeakMap();
           target.options.updatedValues.set(updatedValue, proxyDraft.original);
diff --git a/src/draftify.ts b/src/draftify.ts
index 8eacfb8..7ad9f2c 100644
--- a/src/draftify.ts
+++ b/src/draftify.ts
@@ -1,6 +1,6 @@
 import {
-  DraftOptions,
   Finalities,
+  Options,
   Patches,
   PatchesOptions,
   Result,
@@ -15,7 +15,7 @@ export function draftify<
   F extends boolean = false,
 >(
   baseState: T,
-  options: DraftOptions
+  options: Options<O, F>
 ): [T, (returnedValue: [T] | []) => Result<T, O, F>] {
   const finalities: Finalities = {
     draft: [],
diff --git a/src/interface.ts b/src/interface.ts
index c81b177..0063a8e 100644
--- a/src/interface.ts
+++ b/src/interface.ts
@@ -42,7 +42,7 @@ export interface ProxyDraft<T = any> {
   copy: T | null;
   proxy: T | null;
   finalities: Finalities;
-  options: DraftOptions;
+  options: Options<any, any> & { updatedValues?: WeakMap<any, any> };
   parent?: ProxyDraft | null;
   key?: string | number | symbol;
   setMap?: Map<any, ProxyDraft>;
@@ -122,17 +122,6 @@ export interface Options<O extends PatchesOptions, F extends boolean> {
   mark?: Mark<O, F>;
 }
 
-export type DraftOptions = Options<any, any> & {
-  /**
-   * a collection for circular reference check
-   */
-  updatedValues?: WeakMap<any, any>;
-  /**
-   * a collection for array item skip deep check
-   */
-  skipFinalization: WeakSet<any>;
-};
-
 export interface ExternalOptions<O extends PatchesOptions, F extends boolean> {
   /**
    * In strict mode, Forbid accessing non-draftable values and forbid returning a non-draft value.
diff --git a/src/makeCreator.ts b/src/makeCreator.ts
index aae1906..d9e535c 100644
--- a/src/makeCreator.ts
+++ b/src/makeCreator.ts
@@ -6,7 +6,6 @@ import {
   ExternalOptions,
   PatchesOptions,
   Result,
-  DraftOptions,
 } from './interface';
 import { draftify } from './draftify';
 import {
@@ -144,12 +143,11 @@ export const makeCreator: MakeCreator = (arg) => {
     const enablePatches = options.enablePatches ?? false;
     const strict = options.strict ?? false;
     const enableAutoFreeze = options.enableAutoFreeze ?? false;
-    const _options: DraftOptions = {
+    const _options: Options<any, any> = {
       enableAutoFreeze,
       mark,
       strict,
       enablePatches,
-      skipFinalization: new WeakSet(),
     };
     if (
       !isDraftable(state, _options) &&
diff --git a/src/utils/finalize.ts b/src/utils/finalize.ts
index ed4bbbf..f545c62 100644
--- a/src/utils/finalize.ts
+++ b/src/utils/finalize.ts
@@ -21,10 +21,7 @@ export function handleValue(
     isDraft(target) ||
     !isDraftable(target, options) ||
     handledSet.has(target) ||
-    Object.isFrozen(target) ||
-    options!.skipFinalization!.has(target)
-    // It should skip the finalization process
-    // This can avoid unnecessary deep traversal, as these objects are non-draft and do not contain draft in their deep object.
+    Object.isFrozen(target)
   )
     return;
   const isSet = target instanceof Set;
diff --git a/yarn.lock b/yarn.lock
index 722f926..9b4c67d 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -5412,10 +5412,10 @@ minimist@^1.2.0, minimist@^1.2.5, minimist@^1.2.6:
   resolved "https://registry.yarnpkg.com/minimist/-/minimist-1.2.8.tgz#c1a464e7693302e082a075cee0c057741ac4772c"
   integrity sha512-2yyAR8qBkN3YuheJanUpWC5U3bb5osDywNB8RzDVlDwDHbocAJveqqj1u8+SVD7jkWT4yvsHCpWqqWqAxb0zCA==
 
-mitata@^1.0.25:
-  version "1.0.25"
-  resolved "https://registry.yarnpkg.com/mitata/-/mitata-1.0.25.tgz#918d0d04d2be0aeae7152cc7d8373b3a727b1b4f"
-  integrity sha512-0v5qZtVW5vwj9FDvYfraR31BMDcRLkhSFWPTLaxx/Z3/EvScfVtAAWtMI2ArIbBcwh7P86dXh0lQWKiXQPlwYA==
+mitata@^1.0.34:
+  version "1.0.34"
+  resolved "https://registry.yarnpkg.com/mitata/-/mitata-1.0.34.tgz#131f500d58c0bdc958095ab64f637d6fe1cf101a"
+  integrity sha512-Mc3zrtNBKIMeHSCQ0XqRLo1vbdIx1wvFV9c8NJAiyho6AjNfMY8bVhbS12bwciUdd1t4rj8099CH3N3NFahaUA==
 
 ms@2.1.2:
   version "2.1.2"