diff --git a/modules/pygments.links.js b/modules/pygments.links.js
index ebc48744..97f07a29 100644
--- a/modules/pygments.links.js
+++ b/modules/pygments.links.js
@@ -43,7 +43,7 @@ $( () => {
 				title = mw.Title.newFromText( pageName, 10 );
 			}
 			if ( title ) {
-				link.href = mw.util.getUrl( title.toText() );
+				link.href = title.getUrl();
 				link.title = title.toText();
 			}
 			if ( link.href ) {
@@ -61,12 +61,15 @@ $( () => {
 	}
 
 	const commentClasses = [ 'c', 'c1', 'cm' ];
-	Array.from( document.getElementsByClassName( 'mw-highlight' ) ).forEach( ( codeBlock ) => {
-		commentClasses.forEach( ( commentClass ) => {
-			Array.from( codeBlock.getElementsByClassName( commentClass ) ).forEach( ( node ) => {
-				processComment( node.firstChild, node );
+
+	mw.hook( 'wikipage.content' ).add( ( $content ) => {
+		$content.find( '.mw-highlight' ).get().forEach( ( codeBlock ) => {
+			commentClasses.forEach( ( commentClass ) => {
+				Array.from( codeBlock.getElementsByClassName( commentClass ) ).forEach( ( node ) => {
+					processComment( node.firstChild, node );
+				} );
 			} );
 		} );
-	} );
 
+	} );
 } );
diff --git a/modules/pygments.links.scribunto.js b/modules/pygments.links.scribunto.js
index 19569c4c..3280c03a 100644
--- a/modules/pygments.links.scribunto.js
+++ b/modules/pygments.links.scribunto.js
@@ -1,12 +1,8 @@
 $( () => {
-
-	const classes = {
-		singleQuoteString: 's1', doubleQuoteString: 's2'
-	};
-
-	function addLink( element, page ) {
+	function addLink( element, title ) {
 		const link = document.createElement( 'a' );
-		link.href = mw.util.getUrl( page );
+		link.href = title.getUrl();
+		link.title = title.toText();
 		// put text node from element inside link
 		const firstChild = element.firstChild;
 		if ( !( firstChild instanceof Text ) ) {
@@ -23,45 +19,50 @@ $( () => {
 		'mw.loadJsonData': () => true
 	};
 
-	const stringNodes = Array.from( document.getElementsByClassName( classes.singleQuoteString ) )
-		.concat( Array.from( document.getElementsByClassName( classes.doubleQuoteString ) ) );
+	mw.hook( 'wikipage.content' ).add( ( $content ) => {
 
-	stringNodes.forEach( ( node ) => {
-		if ( !node.nextElementSibling ||
-			!node.nextElementSibling.firstChild ||
-			!node.nextElementSibling.firstChild.nodeValue ||
-			node.nextElementSibling.firstChild.nodeValue.indexOf( ')' ) !== 0 ) {
-			return;
-		}
-		if ( !node.previousElementSibling || !node.previousElementSibling.firstChild ||
-			node.previousElementSibling.firstChild.nodeValue !== '(' ) {
-			return;
-		}
-		Object.keys( parametersToLink ).forEach( ( invocation ) => {
-			const parts = invocation.split( '.' );
-			let partIdx = parts.length - 1;
-			let curNode = node.previousElementSibling && node.previousElementSibling.previousElementSibling;
-			while ( partIdx >= 0 ) {
-				if ( !curNode || curNode.firstChild.nodeValue !== parts[ partIdx ] ) {
-					return;
-				}
-				if ( partIdx === 0 ) {
-					break;
-				}
-				const prev = curNode.previousElementSibling;
-				if ( !prev || prev.firstChild.nodeValue !== '.' ) {
-					return;
-				}
-				curNode = prev.previousElementSibling;
-				partIdx--;
+		// s1 is the class applied by Pygments to single-quoted strings
+		// s2 is the class applied by Pygments to double-quoted strings
+		const stringNodes = $content.find( '.s1' ).get()
+			.concat( $content.find( '.s2' ).get() );
+
+		stringNodes.forEach( ( node ) => {
+			if ( !node.nextElementSibling ||
+				!node.nextElementSibling.firstChild ||
+				!node.nextElementSibling.firstChild.nodeValue ||
+				node.nextElementSibling.firstChild.nodeValue.indexOf( ')' ) !== 0 ) {
+				return;
 			}
-			const page = node.firstChild.nodeValue.slice( 1, -1 );
-			const condition = parametersToLink[ invocation ];
-			const title = mw.Title.newFromText( page );
-			if ( title && condition( title ) ) {
-				addLink( node, title.toText() );
+			if ( !node.previousElementSibling || !node.previousElementSibling.firstChild ||
+				node.previousElementSibling.firstChild.nodeValue !== '(' ) {
+				return;
 			}
+			Object.keys( parametersToLink ).forEach( ( invocation ) => {
+				const parts = invocation.split( '.' );
+				let partIdx = parts.length - 1;
+				let curNode = node.previousElementSibling && node.previousElementSibling.previousElementSibling;
+				while ( partIdx >= 0 ) {
+					if ( !curNode || curNode.firstChild.nodeValue !== parts[ partIdx ] ) {
+						return;
+					}
+					if ( partIdx === 0 ) {
+						break;
+					}
+					const prev = curNode.previousElementSibling;
+					if ( !prev || prev.firstChild.nodeValue !== '.' ) {
+						return;
+					}
+					curNode = prev.previousElementSibling;
+					partIdx--;
+				}
+				const page = node.firstChild.nodeValue.slice( 1, -1 );
+				const condition = parametersToLink[ invocation ];
+				const title = mw.Title.newFromText( page );
+				if ( title && condition( title ) ) {
+					addLink( node, title );
+				}
+			} );
 		} );
-	} );
 
+	} );
 } );