diff --git a/src/content-script/selection-tools/index.mjs b/src/content-script/selection-tools/index.mjs
index eaef9ca..bceac93 100644
--- a/src/content-script/selection-tools/index.mjs
+++ b/src/content-script/selection-tools/index.mjs
@@ -11,91 +11,118 @@ import {
 } from 'react-bootstrap-icons'
 import { getPreferredLanguage } from '../../config/language.mjs'
 
+const createGenPrompt =
+  ({
+    message = '',
+    isTranslation = false,
+    targetLanguage = '',
+    enableBidirectional = false,
+    includeLanguagePrefix = false
+  }) =>
+    async (selection) => {
+      const preferredLanguage = isTranslation
+        ? targetLanguage
+        : await getPreferredLanguage()
+      let fullMessage = isTranslation
+        ? `Translate the following into ${preferredLanguage} and only show me the translated content`
+        : message
+      if (enableBidirectional) {
+        fullMessage += `. If it is already in ${preferredLanguage}, translate it into English and only show me the translated content`
+      }
+      const prefix = includeLanguagePrefix
+        ? `Reply in ${preferredLanguage}.`
+        : ''
+      return `${prefix}${fullMessage}:\n'''\n${selection}\n'''`
+    }
+
 export const config = {
   explain: {
     icon: <ChatText />,
     label: 'Explain',
-    genPrompt: async (selection) => {
-      const preferredLanguage = await getPreferredLanguage()
-      return `Reply in ${preferredLanguage}.Explain the following:\n"${selection}"`
-    },
+    genPrompt: createGenPrompt({
+      message: 'Explain the following',
+      includeLanguagePrefix: true
+    }),
   },
   translate: {
     icon: <Translate />,
     label: 'Translate',
-    genPrompt: async (selection) => {
-      const preferredLanguage = await getPreferredLanguage()
-      return `Translate the following into ${preferredLanguage} and only show me the translated content:\n${selection}`
-    },
+    genPrompt: createGenPrompt({
+      isTranslation: true
+    }),
   },
   translateToEn: {
     icon: <Globe />,
     label: 'Translate (To English)',
-    genPrompt: async (selection) => {
-      return `Translate the following into English and only show me the translated content:\n${selection}`
-    },
+    genPrompt: createGenPrompt({
+      isTranslation: true,
+      targetLanguage: 'English'
+    }),
   },
   translateToZh: {
     icon: <Globe />,
     label: 'Translate (To Chinese)',
-    genPrompt: async (selection) => {
-      return `Translate the following into Chinese and only show me the translated content:\n${selection}`
-    },
+    genPrompt: createGenPrompt({
+      isTranslation: true,
+      targetLanguage: 'Chinese'
+    }),
   },
   translateBidi: {
     icon: <Globe />,
     label: 'Translate (Bidirectional)',
-    genPrompt: async (selection) => {
-      const preferredLanguage = await getPreferredLanguage()
-      return (
-        `Translate the following into ${preferredLanguage} and only show me the translated content.` +
-        `If it is already in ${preferredLanguage},` +
-        `translate it into English and only show me the translated content:\n${selection}`
-      )
-    },
+    genPrompt: createGenPrompt({
+      isTranslation: true,
+      enableBidirectional: true
+    }),
   },
   summary: {
     icon: <CardHeading />,
     label: 'Summary',
-    genPrompt: async (selection) => {
-      const preferredLanguage = await getPreferredLanguage()
-      return `Reply in ${preferredLanguage}.Summarize the following as concisely as possible:\n"${selection}"`
-    },
+    genPrompt: createGenPrompt({
+      message: 'Summarize the following as concisely as possible',
+      includeLanguagePrefix: true
+    }),
   },
   polish: {
     icon: <Palette />,
     label: 'Polish',
-    genPrompt: async (selection) =>
-      `Check the following content for possible diction and grammar problems,and polish it carefully:\n"${selection}"`,
+    genPrompt: createGenPrompt({
+      message:
+        'Check the following content for possible diction and grammar problems, and polish it carefully'
+    }),
   },
   sentiment: {
     icon: <EmojiSmile />,
     label: 'Sentiment Analysis',
-    genPrompt: async (selection) => {
-      const preferredLanguage = await getPreferredLanguage()
-      return `Reply in ${preferredLanguage}.Analyze the sentiments expressed in the following content and make a brief summary of the sentiments:\n"${selection}"`
-    },
+    genPrompt: createGenPrompt({
+      message:
+        'Analyze the sentiments expressed in the following content and make a brief summary of the sentiments',
+      includeLanguagePrefix: true
+    }),
   },
   divide: {
     icon: <CardList />,
     label: 'Divide Paragraphs',
-    genPrompt: async (selection) =>
-      `Divide the following into paragraphs that are easy to read and understand:\n"${selection}"`,
+    genPrompt: createGenPrompt({
+      message:
+        'Divide the following into paragraphs that are easy to read and understand'
+    }),
   },
   code: {
     icon: <Braces />,
     label: 'Code Explain',
-    genPrompt: async (selection) => {
-      const preferredLanguage = await getPreferredLanguage()
-      return `Reply in ${preferredLanguage}.Explain the following code:\n"${selection}"`
-    },
+    genPrompt: createGenPrompt({
+      message: 'Explain the following code',
+      includeLanguagePrefix: true
+    }),
   },
   ask: {
     icon: <QuestionCircle />,
     label: 'Ask',
-    genPrompt: async (selection) => {
-      const preferredLanguage = await getPreferredLanguage()
-      return `Reply in ${preferredLanguage}.Analyze the following content and express your opinion,or give your answer:\n"${selection}"`
-    },
+    genPrompt: createGenPrompt({
+      message:
+        'Analyze the following content and express your opinion, or give your answer',
+      includeLanguagePrefix: true
+    }),
   },
 }