phpcode sniffer unable to run in magento module

Question

I am trying to install phpcodesniffer in my magento module project. Below is my composer.json

{
    "name": "test/myModule",
    "description": "testin",
    "type": "magento2-module",
    "version": "1.0.0",
    "require": {
        "php": "^8.1"
    },
    "require-dev": {
        "squizlabs/php_codesniffer": "3.*",
        "magento/magento-coding-standard": "^31.0"
    },
    "autoload": {
      "files": [ "registration.php" ],
      "psr-4": {
        "Test\\Module\\": ""
      }
    }
  }

Now I can successfully run composer update/install in my folder. However when I run the command vendor/bin/phpcs --standard=Magento2 ./ I get an error like below

PHP Fatal error:  Uncaught Error: Class "Magento\Framework\Component\ComponentRegistrar" not found in /home/cloudpanel/htdocs/magento2.mgt/app/code/Test/Module/registration.php:2
Stack trace:
#0 /home/cloudpanel/htdocs/magento2.mgt/app/code/Test/Module/vendor/composer/autoload_real.php(55): require()
#1 /home/cloudpanel/htdocs/magento2.mgt/app/code/Test/Module/vendor/composer/autoload_real.php(38): composerRequireabd7530303d7978f314768d362cfeb3f()
#2 /home/cloudpanel/htdocs/magento2.mgt/app/code/Test/Module/vendor/autoload.php(25): ComposerAutoloaderInitabd7530303d7978f314768d362cfeb3f::getLoader()
#3 /home/cloudpanel/htdocs/magento2.mgt/app/code/Test/Module/vendor/squizlabs/php_codesniffer/autoload.php(79): include('...')
#4 /home/cloudpanel/htdocs/magento2.mgt/app/code/Test/Module/vendor/squizlabs/php_codesniffer/bin/phpcs(17): PHP_CodeSniffer\Autoload::load()
#5 /home/cloudpanel/htdocs/magento2.mgt/app/code/Test/Module/vendor/bin/phpcs(120): include('...')
#6 {main}
  thrown in /home/cloudpanel/htdocs/magento2.mgt/app/code/Test/Module/registration.php on line 2 

How can I run the php codesniffer here?