diff --git a/.jules/bolt.md b/.jules/bolt.md
index 84d2a32..64d3746 100644
--- a/.jules/bolt.md
+++ b/.jules/bolt.md
@@ -2,3 +2,7 @@
 **Learning:** Frequent calls to `getBoundingClientRect()` inside `requestAnimationFrame` loops or scroll handlers (like in `MagneticLetters`, `MobileTouchRepel`, and `ParallaxLayers`) cause significant layout thrashing and forced synchronous layouts, degrading rendering performance.
 **Action:** Always pre-calculate and cache document-relative element positions during initialization (`init()`). Update this cache on window resize events and after custom fonts load (using `document.fonts.ready.then()`). During active animations (`animate()`, `update()`, etc.), calculate viewport-relative positions using the cached document coordinates minus the current scroll offset (`window.scrollX` / `window.scrollY`) instead of directly querying the DOM.
 
+
+## 2025-02-15 - [CSS Performance: Transform instead of Width for scroll indicators]
+**Learning:** Updating the `width` property on an element during high-frequency events (like scroll) triggers expensive layout calculations and repaints, leading to jank.
+**Action:** Use `transform: scaleX(0)` with `transform-origin: left` instead. When updating the progress, modify the `transform` property to `scaleX(value)` where `value` is between 0 and 1. This offloads the work to the GPU via composition and avoids layout thrashing.
diff --git a/script.js b/script.js
index 2d49f98..cd4731e 100644
--- a/script.js
+++ b/script.js
@@ -582,16 +582,18 @@ const ScrollProgress = {
     if (this.isModalActive) return;
     const scrollTop = window.scrollY;
     const docHeight = this.cachedDocHeight - this.cachedWindowHeight;
-    const progress = docHeight > 0 ? (scrollTop / docHeight) * 100 : 0;
-    this.bar.style.width = `${Math.max(0, Math.min(100, progress))}%`;
+    const progress = docHeight > 0 ? (scrollTop / docHeight) : 0;
+    // ⚡ bolt: offload scroll progress animation to GPU using transform: scaleX
+    this.bar.style.transform = `scaleX(${Math.max(0, Math.min(1, progress))})`;
   },
 
   updateModal() {
     if (!this.isModalActive || !this.modalContent) return;
     const scrollTop = this.modalContent.scrollTop;
     const scrollHeight = this.modalContent.scrollHeight - this.modalContent.clientHeight;
-    const progress = scrollHeight > 0 ? (scrollTop / scrollHeight) * 100 : 0;
-    this.bar.style.width = `${Math.max(0, Math.min(100, progress))}%`;
+    const progress = scrollHeight > 0 ? (scrollTop / scrollHeight) : 0;
+    // ⚡ bolt: offload scroll progress animation to GPU using transform: scaleX
+    this.bar.style.transform = `scaleX(${Math.max(0, Math.min(1, progress))})`;
   }
 };
 
diff --git a/styles.css b/styles.css
index 83da5bc..1237338 100644
--- a/styles.css
+++ b/styles.css
@@ -594,9 +594,12 @@ button {
   left: 0;
   height: 2px;
   background: var(--accent);
-  width: 0%;
+  /* ⚡ bolt: replaced width transitions with GPU-accelerated transform: scaleX */
+  width: 100%;
+  transform-origin: left;
+  transform: scaleX(0);
   z-index: 10001;
-  transition: width 0.1s linear;
+  will-change: transform;
 }
 
 /* === Gallery === */