diff --git a/libs/components/board-shapes/src/editor-util/EditorUtil.tsx b/libs/components/board-shapes/src/editor-util/EditorUtil.tsx
index 0855310081..805ada0623 100644
--- a/libs/components/board-shapes/src/editor-util/EditorUtil.tsx
+++ b/libs/components/board-shapes/src/editor-util/EditorUtil.tsx
@@ -11,7 +11,7 @@ import {
 import type { BlockEditor } from '@toeverything/components/editor-core';
 import { MIN_PAGE_WIDTH } from '@toeverything/components/editor-core';
 import { styled } from '@toeverything/components/ui';
-import type { SyntheticEvent } from 'react';
+import type { MouseEvent, SyntheticEvent } from 'react';
 import { memo, useCallback, useEffect, useRef } from 'react';
 import {
     defaultTextStyle,
@@ -149,6 +149,15 @@ export class EditorUtil extends TDShapeUtil<T, E> {
                 })();
             }, [isEditing]);
 
+            const onMouseDown = useCallback(
+                (e: MouseEvent) => {
+                    if (e.detail === 2) {
+                        app.setEditingText(shape.id);
+                    }
+                },
+                [app, shape.id]
+            );
+
             return (
                 <HTMLContainer ref={ref} {...events}>
                     <Container
@@ -157,6 +166,7 @@ export class EditorUtil extends TDShapeUtil<T, E> {
                         onPointerDown={stopPropagation}
                         onMouseEnter={activateIfEditing}
                         onDragEnter={activateIfEditing}
+                        onMouseDown={onMouseDown}
                     >
                         <MemoAffineEditor
                             workspace={workspace}
diff --git a/libs/components/editor-core/src/editor/editor.ts b/libs/components/editor-core/src/editor/editor.ts
index 1d1cc95684..e85db2ba65 100644
--- a/libs/components/editor-core/src/editor/editor.ts
+++ b/libs/components/editor-core/src/editor/editor.ts
@@ -1,6 +1,5 @@
 /* eslint-disable max-lines */
 import HotKeys from 'hotkeys-js';
-import LRUCache from 'lru-cache';
 
 import type { PatchNode } from '@toeverything/components/ui';
 import type {
@@ -46,10 +45,7 @@ export interface EditorCtorProps {
 }
 
 export class Editor implements Virgo {
-    private _cacheManager = new LRUCache<string, Promise<AsyncBlock | null>>({
-        max: 8192,
-        ttl: 1000 * 60 * 30,
-    });
+    private _cacheManager = new Map<string, Promise<AsyncBlock | null>>();
     public mouseManager = new MouseManager(this);
     public selectionManager = new SelectionManager(this);
     public keyboardManager = new KeyboardManager(this);
@@ -234,7 +230,12 @@ export class Editor implements Virgo {
             return await services.api.editorBlock.update(patches);
         },
         remove: async ({ workspace, id }: WorkspaceAndBlockId) => {
-            return await services.api.editorBlock.delete({ workspace, id });
+            const ret = await services.api.editorBlock.delete({
+                workspace,
+                id,
+            });
+            this._cacheManager.delete(id);
+            return ret;
         },
         observe: async (
             { workspace, id }: WorkspaceAndBlockId,