diff --git a/eslint.config.mjs b/eslint.config.mjs
index e0a893527..2b83550f7 100644
--- a/eslint.config.mjs
+++ b/eslint.config.mjs
@@ -30,28 +30,41 @@ export default defineConfig([
     }
   },
   // Configuration for ensuring compatibility with the original ESLint(8.x) rules
-  ...[
-    {
-      rules: {
-        '@typescript-eslint/no-require-imports': 'off',
-        '@typescript-eslint/no-unused-vars': ['error', { caughtErrors: 'none' }],
-        '@typescript-eslint/no-unused-expressions': 'off',
-        '@typescript-eslint/no-empty-object-type': 'off',
-        '@eslint-react/hooks-extra/no-direct-set-state-in-use-effect': 'off',
-        '@eslint-react/web-api/no-leaked-event-listener': 'off',
-        '@eslint-react/web-api/no-leaked-timeout': 'off',
-        '@eslint-react/no-unknown-property': 'off',
-        '@eslint-react/no-nested-component-definitions': 'off',
-        '@eslint-react/dom/no-dangerously-set-innerhtml': 'off',
-        '@eslint-react/no-array-index-key': 'off',
-        '@eslint-react/no-unstable-default-props': 'off',
-        '@eslint-react/no-unstable-context-value': 'off',
-        '@eslint-react/hooks-extra/prefer-use-state-lazy-initialization': 'off',
-        '@eslint-react/hooks-extra/no-unnecessary-use-prefix': 'off',
-        '@eslint-react/no-children-to-array': 'off'
-      }
+  {
+    rules: {
+      '@typescript-eslint/no-require-imports': 'off',
+      '@typescript-eslint/no-unused-vars': ['error', { caughtErrors: 'none' }],
+      '@typescript-eslint/no-unused-expressions': 'off',
+      '@typescript-eslint/no-empty-object-type': 'off',
+      '@eslint-react/hooks-extra/no-direct-set-state-in-use-effect': 'off',
+      '@eslint-react/web-api/no-leaked-event-listener': 'off',
+      '@eslint-react/web-api/no-leaked-timeout': 'off',
+      '@eslint-react/no-unknown-property': 'off',
+      '@eslint-react/no-nested-component-definitions': 'off',
+      '@eslint-react/dom/no-dangerously-set-innerhtml': 'off',
+      '@eslint-react/no-array-index-key': 'off',
+      '@eslint-react/no-unstable-default-props': 'off',
+      '@eslint-react/no-unstable-context-value': 'off',
+      '@eslint-react/hooks-extra/prefer-use-state-lazy-initialization': 'off',
+      '@eslint-react/hooks-extra/no-unnecessary-use-prefix': 'off',
+      '@eslint-react/no-children-to-array': 'off'
     }
-  ],
+  },
+  {
+    // LoggerService Custom Rules - only apply to src directory
+    files: ['src/**/*.{ts,tsx,js,jsx}'],
+    ignores: ['src/**/__tests__/**', 'src/**/__mocks__/**', 'src/**/*.test.*'],
+    rules: {
+      'no-restricted-syntax': [
+        'warn',
+        {
+          selector: 'CallExpression[callee.object.name="console"]',
+          message:
+            '❗CherryStudio uses unified LoggerService: 📖 docs/technical/how-to-use-logger-en.md\n❗CherryStudio 使用统一的日志服务：📖 docs/technical/how-to-use-logger-zh.md\n\n'
+        }
+      ]
+    }
+  },
   {
     ignores: [
       'node_modules/**',
diff --git a/src/main/services/LoggerService.ts b/src/main/services/LoggerService.ts
index 6bf6e25b5..e78198523 100644
--- a/src/main/services/LoggerService.ts
+++ b/src/main/services/LoggerService.ts
@@ -95,6 +95,7 @@ export class LoggerService {
 
     // Handle transport events
     this.logger.on('error', (error) => {
+      // eslint-disable-next-line no-restricted-syntax
       console.error('LoggerService fatal error:', error)
     })
 
@@ -128,9 +129,9 @@ export class LoggerService {
     if (isDev) {
       const datetimeColored = colorText(
         new Date().toLocaleString('zh-CN', {
-          year: 'numeric',
-          month: '2-digit',
-          day: '2-digit',
+          // year: 'numeric',
+          // month: '2-digit',
+          // day: '2-digit',
           hour: '2-digit',
           minute: '2-digit',
           second: '2-digit',
@@ -140,8 +141,6 @@ export class LoggerService {
         'CYAN'
       )
 
-      console.log('processLog', source.process, this.module, this.context)
-
       let moduleString = ''
       if (source.process === 'main') {
         moduleString = this.module ? ` [${colorText(this.module, 'UNDERLINE')}] ` : ' '
@@ -152,33 +151,39 @@ export class LoggerService {
 
       switch (level) {
         case 'error':
+          // eslint-disable-next-line no-restricted-syntax
           console.error(
             `${datetimeColored} ${colorText(colorText('<ERROR>', 'RED'), 'BOLD')}${moduleString}${message}`,
             ...meta
           )
           break
         case 'warn':
+          // eslint-disable-next-line no-restricted-syntax
           console.warn(
             `${datetimeColored} ${colorText(colorText('<WARN>', 'YELLOW'), 'BOLD')}${moduleString}${message}`,
             ...meta
           )
           break
         case 'info':
+          // eslint-disable-next-line no-restricted-syntax
           console.info(
             `${datetimeColored} ${colorText(colorText('<INFO>', 'GREEN'), 'BOLD')}${moduleString}${message}`,
             ...meta
           )
           break
         case 'debug':
+          // eslint-disable-next-line no-restricted-syntax
           console.debug(
             `${datetimeColored} ${colorText(colorText('<DEBUG>', 'BLUE'), 'BOLD')}${moduleString}${message}`,
             ...meta
           )
           break
         case 'verbose':
+          // eslint-disable-next-line no-restricted-syntax
           console.log(`${datetimeColored} ${colorText('<VERBOSE>', 'BOLD')}${moduleString}${message}`, ...meta)
           break
         case 'silly':
+          // eslint-disable-next-line no-restricted-syntax
           console.log(`${datetimeColored} ${colorText('<SILLY>', 'BOLD')}${moduleString}${message}`, ...meta)
           break
       }
diff --git a/src/renderer/src/services/LoggerService.ts b/src/renderer/src/services/LoggerService.ts
index de5c2b412..c638690ef 100644
--- a/src/renderer/src/services/LoggerService.ts
+++ b/src/renderer/src/services/LoggerService.ts
@@ -69,6 +69,7 @@ export class LoggerService {
 
   private processLog(level: LogLevel, message: string, data: any[]): void {
     if (!this.window) {
+      // eslint-disable-next-line no-restricted-syntax
       console.error('LoggerService: window source not initialized, please initialize window source first')
       return
     }
@@ -83,21 +84,27 @@ export class LoggerService {
 
     switch (level) {
       case 'error':
+        // eslint-disable-next-line no-restricted-syntax
         console.error(logMessage, ...data)
         break
       case 'warn':
+        // eslint-disable-next-line no-restricted-syntax
         console.warn(logMessage, ...data)
         break
       case 'info':
+        // eslint-disable-next-line no-restricted-syntax
         console.info(logMessage, ...data)
         break
       case 'verbose':
+        // eslint-disable-next-line no-restricted-syntax
         console.log(logMessage, ...data)
         break
       case 'debug':
+        // eslint-disable-next-line no-restricted-syntax
         console.debug(logMessage, ...data)
         break
       case 'silly':
+        // eslint-disable-next-line no-restricted-syntax
         console.log(logMessage, ...data)
         break
     }