diff --git a/extension.json b/extension.json
index 1d983bdd..7ffa8a61 100644
--- a/extension.json
+++ b/extension.json
@@ -53,6 +53,40 @@
 			"scripts": [
 				"pygments.linenumbers.js"
 			]
+		},
+		"ext.geshi.visualEditor": {
+			"class": "ResourceLoaderSyntaxHighlightVisualEditorModule",
+			"scripts": [
+				"ve-syntaxhighlight/ve.dm.MWSyntaxHighlightNode.js",
+				"ve-syntaxhighlight/ve.dm.MWBlockSyntaxHighlightNode.js",
+				"ve-syntaxhighlight/ve.dm.MWInlineSyntaxHighlightNode.js",
+				"ve-syntaxhighlight/ve.ce.MWSyntaxHighlightNode.js",
+				"ve-syntaxhighlight/ve.ce.MWBlockSyntaxHighlightNode.js",
+				"ve-syntaxhighlight/ve.ce.MWInlineSyntaxHighlightNode.js",
+				"ve-syntaxhighlight/ve.ui.MWSyntaxHighlightWindow.js",
+				"ve-syntaxhighlight/ve.ui.MWSyntaxHighlightDialog.js",
+				"ve-syntaxhighlight/ve.ui.MWSyntaxHighlightDialogTool.js",
+				"ve-syntaxhighlight/ve.ui.MWSyntaxHighlightInspector.js",
+				"ve-syntaxhighlight/ve.ui.MWSyntaxHighlightInspectorTool.js"
+			],
+			"styles": [
+				"ve-syntaxhighlight/ve.ce.MWSyntaxHighlightNode.css",
+				"ve-syntaxhighlight/ve.ui.MWSyntaxHighlightDialog.css",
+				"ve-syntaxhighlight/ve.ui.MWSyntaxHighlightInspector.css"
+			],
+			"dependencies": [
+				"ext.visualEditor.mwcore",
+				"oojs-ui.styles.icons-editing-advanced"
+			],
+			"messages": [
+				"syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-code",
+				"syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-language",
+				"syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-none",
+				"syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-showlines",
+				"syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-startingline",
+				"syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-title"
+			],
+			"targets": [ "desktop", "mobile" ]
 		}
 	},
 	"Hooks": {
@@ -64,9 +98,6 @@
 		],
 		"ApiFormatHighlight": [
 			"SyntaxHighlight::onApiFormatHighlight"
-		],
-		"ResourceLoaderRegisterModules": [
-			"SyntaxHighlight::onResourceLoaderRegisterModules"
 		]
 	},
 	"attributes": {
diff --git a/includes/SyntaxHighlight.php b/includes/SyntaxHighlight.php
index a597f9e6..f713b700 100644
--- a/includes/SyntaxHighlight.php
+++ b/includes/SyntaxHighlight.php
@@ -592,53 +592,4 @@ class SyntaxHighlight {
 		// Inform MediaWiki that we have parsed this page and it shouldn't mess with it.
 		return false;
 	}
-
-	/**
-	 * Conditionally register resource loader modules that depends on the
-	 * VisualEditor MediaWiki extension.
-	 *
-	 * @param ResourceLoader $resourceLoader
-	 */
-	public static function onResourceLoaderRegisterModules( $resourceLoader ) {
-		if ( !ExtensionRegistry::getInstance()->isLoaded( 'VisualEditor' ) ) {
-			return;
-		}
-
-		$resourceLoader->register( 'ext.geshi.visualEditor', [
-			'class' => ResourceLoaderSyntaxHighlightVisualEditorModule::class,
-			'localBasePath' => __DIR__ . '/../modules',
-			'remoteExtPath' => 'SyntaxHighlight_GeSHi/modules',
-			'scripts' => [
-				've-syntaxhighlight/ve.dm.MWSyntaxHighlightNode.js',
-				've-syntaxhighlight/ve.dm.MWBlockSyntaxHighlightNode.js',
-				've-syntaxhighlight/ve.dm.MWInlineSyntaxHighlightNode.js',
-				've-syntaxhighlight/ve.ce.MWSyntaxHighlightNode.js',
-				've-syntaxhighlight/ve.ce.MWBlockSyntaxHighlightNode.js',
-				've-syntaxhighlight/ve.ce.MWInlineSyntaxHighlightNode.js',
-				've-syntaxhighlight/ve.ui.MWSyntaxHighlightWindow.js',
-				've-syntaxhighlight/ve.ui.MWSyntaxHighlightDialog.js',
-				've-syntaxhighlight/ve.ui.MWSyntaxHighlightDialogTool.js',
-				've-syntaxhighlight/ve.ui.MWSyntaxHighlightInspector.js',
-				've-syntaxhighlight/ve.ui.MWSyntaxHighlightInspectorTool.js',
-			],
-			'styles' => [
-				've-syntaxhighlight/ve.ce.MWSyntaxHighlightNode.css',
-				've-syntaxhighlight/ve.ui.MWSyntaxHighlightDialog.css',
-				've-syntaxhighlight/ve.ui.MWSyntaxHighlightInspector.css',
-			],
-			'dependencies' => [
-				'ext.visualEditor.mwcore',
-				'oojs-ui.styles.icons-editing-advanced'
-			],
-			'messages' => [
-				'syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-code',
-				'syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-language',
-				'syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-none',
-				'syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-showlines',
-				'syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-startingline',
-				'syntaxhighlight-visualeditor-mwsyntaxhighlightinspector-title',
-			],
-			'targets' => [ 'desktop', 'mobile' ],
-		] );
-	}
 }