diff --git a/packages/hooks/src/index.ts b/packages/hooks/src/index.ts
index 7ec0a971..a6a330bd 100644
--- a/packages/hooks/src/index.ts
+++ b/packages/hooks/src/index.ts
@@ -7,5 +7,5 @@ import useHookTable from './use-table';
 
 export { useBoolean, useLoading, useCountDown, useContext, useSvgIconRender, useHookTable };
 
-export * from './use-state';
+export * from './use-signal';
 export * from './use-table';
diff --git a/packages/hooks/src/use-signal.ts b/packages/hooks/src/use-signal.ts
new file mode 100644
index 00000000..e07d786f
--- /dev/null
+++ b/packages/hooks/src/use-signal.ts
@@ -0,0 +1,105 @@
+import { computed, shallowRef, triggerRef } from 'vue';
+import type { ComputedGetter, DebuggerOptions, ShallowRef, WritableComputedOptions, WritableComputedRef } from 'vue';
+
+type Updater<T> = (value: T) => T;
+type Mutator<T> = (value: T) => void;
+
+/**
+ * Signal is a reactive value that can be set, updated or mutated
+ *
+ * ```ts
+ * const count = useSignal(0);
+ *
+ * // `watchEffect`
+ * watchEffect(() => {
+ *   console.log(count());
+ * });
+ *
+ * // watch
+ * watch(count, value => {
+ *   console.log(value);
+ * });
+ *
+ * // useComputed
+ * const double = useComputed(() => count() * 2);
+ * const writeableDouble = useComputed({
+ *   get: () => count() * 2,
+ *   set: value => count.set(value / 2)
+ * });
+ * ```
+ */
+export interface Signal<T> {
+  (): Readonly<T>;
+  /**
+   * Set the value of the signal
+   *
+   * It recommend use `set` for primitive values
+   *
+   * @param value
+   */
+  set(value: T): void;
+  /**
+   * Update the value of the signal using an updater function
+   *
+   * It recommend use `update` for non-primitive values, only the first level of the object will be reactive.
+   *
+   * @param updater
+   */
+  update(updater: Updater<T>): void;
+  /**
+   * Mutate the value of the signal using a mutator function
+   *
+   * this action will call `triggerRef`, so the value will be tracked on `watchEffect`.
+   *
+   * It recommend use `mutate` for non-primitive values, all levels of the object will be reactive.
+   *
+   * @param mutator
+   */
+  mutate(mutator: Mutator<T>): void;
+}
+
+export interface ReadonlySignal<T> {
+  (): Readonly<T>;
+}
+
+export function useSignal<T>(initialValue: T): Signal<T> {
+  const state = shallowRef(initialValue);
+
+  return createSignal(state);
+}
+
+export function useComputed<T>(getter: ComputedGetter<T>, debugOptions?: DebuggerOptions): ReadonlySignal<T>;
+export function useComputed<T>(options: WritableComputedOptions<T>, debugOptions?: DebuggerOptions): Signal<T>;
+export function useComputed<T>(
+  getterOrOptions: ComputedGetter<T> | WritableComputedOptions<T>,
+  debugOptions?: DebuggerOptions
+) {
+  const isGetter = typeof getterOrOptions === 'function';
+
+  const computedValue = computed(getterOrOptions as any, debugOptions);
+
+  if (isGetter) {
+    return () => computedValue.value as ReadonlySignal<T>;
+  }
+
+  return createSignal(computedValue);
+}
+
+function createSignal<T>(state: ShallowRef<T> | WritableComputedRef<T>): Signal<T> {
+  const signal = () => state.value;
+
+  signal.set = (value: T) => {
+    state.value = value;
+  };
+
+  signal.update = (updater: Updater<T>) => {
+    state.value = updater(state.value);
+  };
+
+  signal.mutate = (mutator: Mutator<T>) => {
+    mutator(state.value);
+    triggerRef(state);
+  };
+
+  return signal;
+}
diff --git a/packages/hooks/src/use-state.ts b/packages/hooks/src/use-state.ts
deleted file mode 100644
index 41f1b333..00000000
--- a/packages/hooks/src/use-state.ts
+++ /dev/null
@@ -1,81 +0,0 @@
-import { ref } from 'vue';
-import type { Ref } from 'vue';
-
-/**
- * useRef
- *
- * it is a simple ref management hook wrapped by vue3's ref function.
- *
- * to resolve the ref type problem about `UnwrapRef`
- *
- * @param initValue
- */
-export function useRef<T>(initValue: T) {
-  const refValue = ref(initValue) as Ref<T>;
-
-  return refValue;
-}
-
-/**
- * useState
- *
- * define a state and a setState function
- *
- * @param initValue
- */
-export function useState<T>(initValue: T) {
-  const state = useRef(initValue);
-
-  function setState(value: T) {
-    state.value = value;
-  }
-
-  return [state, setState] as const;
-}
-
-interface Signal<T> {
-  (): T;
-  /**
-   * the ref object of the signal, but it is readonly
-   *
-   * equal to `const ref = ref(initValue);`
-   */
-  readonly ref: Readonly<Ref<T>>;
-  /**
-   * set the value of the signal
-   *
-   * @param value
-   */
-  set(value: T): void;
-  /**
-   * update the value of the signal
-   *
-   * @param fn update function
-   */
-  update(fn: (value: T) => T): void;
-}
-
-/**
- * useSignal
- *
- * @param initValue
- */
-export function useSignal<T>(initValue: T) {
-  const [state, setState] = useState(initValue);
-
-  function updateState(fn: (value: T) => T) {
-    const updatedValue = fn(state.value);
-    setState(updatedValue);
-  }
-
-  const signal = function signal() {
-    return state.value;
-  } as Signal<T>;
-
-  (signal as any).ref = state;
-
-  signal.set = setState;
-  signal.update = updateState;
-
-  return signal;
-}