diff --git a/src/components/SkillsMarquee.tsx b/src/components/SkillsMarquee.tsx
index 66698f4..a723f26 100644
--- a/src/components/SkillsMarquee.tsx
+++ b/src/components/SkillsMarquee.tsx
@@ -1,5 +1,4 @@
-import { motion, useAnimation } from "framer-motion";
-import { useState, useEffect } from "react";
+import { motion, type Variants } from "framer-motion";
 import { useTranslations } from "@/i18n/utils";
 import { type SkillItem } from "@/types";
 
@@ -13,8 +12,6 @@ const allSkills: SkillItem[] = [
   { name: "JavaScript", icon: "javascript" },
   { name: "React", icon: "react" },
   { name: "Vue", icon: "vue" },
-  { name: "微信小程序", icon: "wechat" },
-  { name: "UniApp", icon: "vue" }, // Using vue icon as fallback
   
   // Frontend Development
   { name: "Next.js", icon: "nextjs" },
@@ -29,7 +26,7 @@ const allSkills: SkillItem[] = [
   { name: "Node.js", icon: "nodejs" },
   { name: "Express.js", icon: "express" },
   { name: "Nest.js", icon: "nestjs" },
-  { name: "Fastify.js", icon: "fastify" },
+  // { name: "Fastify.js", icon: "fastify" },
   { name: "Hono.js", icon: "nodejs" }, // Using nodejs icon as fallback
   
   // Database & Storage
@@ -75,6 +72,7 @@ function SkillItem({ skill }: { skill: SkillItem }) {
 
 /**
  * Marquee row component that scrolls skills horizontally
+ * Optimized for performance with constant animation
  */
 function MarqueeRow({ skills, direction = "left", speed = 50 }: { 
   skills: SkillItem[]; 
@@ -83,57 +81,34 @@ function MarqueeRow({ skills, direction = "left", speed = 50 }: {
 }) {
   // Duplicate skills array to create seamless infinite scroll
   const duplicatedSkills = [...skills, ...skills];
-  // State to control animation play/pause
-  const [isHovered, setIsHovered] = useState(false);
-  const controls = useAnimation();
   
-  // Start animation on component mount
-  useEffect(() => {
-    const startAnimation = () => {
-      controls.start({
-        x: direction === "left" ? ["-50%", "0%"] : ["0%", "-50%"],
-        transition: {
-          x: {
-            repeat: Infinity,
-            repeatType: "loop",
-            duration: speed,
-            ease: "linear"
-          }
+  // Define animation variants to ensure type safety with hardware acceleration
+  const variants: Variants = {
+    animate: {
+      transform: direction === "left" ? ["translateX(0%)", "translateX(-50%)"] : ["translateX(-50%)", "translateX(0%)"],
+      transition: {
+        transform: {
+          repeat: Infinity,
+          repeatType: "loop" as const,
+          duration: speed,
+          ease: [0, 0, 1, 1] // 使用数组形式的 linear easing
         }
-      });
-    };
-    
-    startAnimation();
-  }, [controls, direction, speed]);
-  
-  // Handle hover state changes
-  useEffect(() => {
-    if (isHovered) {
-      controls.stop();
-    } else {
-      controls.start({
-        x: direction === "left" ? ["-50%", "0%"] : ["0%", "-50%"],
-        transition: {
-          x: {
-            repeat: Infinity,
-            repeatType: "loop",
-            duration: speed,
-            ease: "linear"
-          }
-        }
-      });
+      }
     }
-  }, [isHovered, controls, direction, speed]);
+  };
   
   return (
-    <div 
-      className="overflow-hidden"
-      onMouseEnter={() => setIsHovered(true)}
-      onMouseLeave={() => setIsHovered(false)}
-    >
+    <div className="overflow-hidden">
       <motion.div
         className="flex gap-4 w-fit"
-        animate={controls}
+        variants={variants}
+        animate="animate"
+        style={{
+          willChange: "transform",
+          backfaceVisibility: "hidden",
+          WebkitBackfaceVisibility: "hidden",
+          WebkitFontSmoothing: "subpixel-antialiased"
+        }}
       >
         {duplicatedSkills.map((skill, index) => (
           <SkillItem key={`${skill.name}-${index}`} skill={skill} />
diff --git a/src/pages/index.astro b/src/pages/index.astro
index 035147d..809c934 100644
--- a/src/pages/index.astro
+++ b/src/pages/index.astro
@@ -177,7 +177,7 @@ const pageTitle = t('site.title');
         
         <div class="grid md:grid-cols-2 gap-8">
           {services.en.map((service) => (
-            <div class="bg-white/70 dark:bg-slate-800/70 backdrop-blur-sm rounded-2xl p-8 border border-white/20 shadow-xl hover:shadow-2xl transition-all duration-300 hover:scale-105">
+            <div class="bg-white/70 dark:bg-slate-800/70 backdrop-blur-sm rounded-2xl p-8 border border-white/20 shadow-xl hover:shadow-2xl transition-transform duration-300 hover:scale-105" style="will-change: transform; transform: translateZ(0);">
               <div class="flex items-center mb-6">
                 <div class={`w-12 h-12 bg-gradient-to-r ${service.icon.gradient} rounded-lg flex items-center justify-center mr-4`}>
                   <svg class="w-6 h-6 text-white" fill="none" stroke="currentColor" viewBox="0 0 24 24">
@@ -352,7 +352,7 @@ const pageTitle = t('site.title');
 
         <div class="grid grid-cols-1 lg:grid-cols-3 gap-8 items-stretch">
           <!-- Taskify App Project -->
-          <div class="group overflow-hidden border border-purple-500/20 hover:border-purple-500/40 h-full flex flex-col transition-all duration-500 hover:scale-105 bg-white/10 dark:bg-gray-800/50 backdrop-blur-sm rounded-xl relative">
+          <div class="group overflow-hidden border border-purple-500/20 hover:border-purple-500/40 h-full flex flex-col transition-transform duration-500 hover:scale-105 bg-white/10 dark:bg-gray-800/50 backdrop-blur-sm rounded-xl relative" style="will-change: transform; transform: translateZ(0);">
             <!-- Project tag - positioned at top right -->
             <div class="absolute top-4 right-4 z-10">
               <span class="px-3 py-1 bg-blue-100 dark:bg-blue-800 text-blue-800 dark:text-blue-200 text-xs rounded-full font-medium border border-blue-200 dark:border-blue-700">{t('project.tag.business')}</span>
@@ -360,7 +360,7 @@ const pageTitle = t('site.title');
             
             <!-- Project image placeholder -->
             <div class="h-48 bg-gradient-to-br from-purple-500/20 to-purple-600/20 relative overflow-hidden">
-              <div class="absolute inset-0 bg-gradient-to-br from-purple-500/10 to-purple-600/10 group-hover:from-purple-500/20 group-hover:to-purple-600/20 transition-all duration-500"></div>
+              <div class="absolute inset-0 bg-gradient-to-br from-purple-500/10 to-purple-600/10 group-hover:from-purple-500/20 group-hover:to-purple-600/20 transition-colors duration-500"></div>
               <div class="absolute bottom-4 left-4 right-4">
                 <div class="bg-black/50 backdrop-blur-sm rounded px-3 py-1 text-xs font-mono text-purple-400">
                   Taskify App
@@ -419,7 +419,7 @@ const pageTitle = t('site.title');
           </div>
 
           <!-- E-Shop Platform Project -->
-          <div class="group overflow-hidden border border-purple-500/20 hover:border-purple-500/40 h-full flex flex-col transition-all duration-500 hover:scale-105 bg-white/10 dark:bg-gray-800/50 backdrop-blur-sm rounded-xl relative">
+          <div class="group overflow-hidden border border-purple-500/20 hover:border-purple-500/40 h-full flex flex-col transition-transform duration-500 hover:scale-105 bg-white/10 dark:bg-gray-800/50 backdrop-blur-sm rounded-xl relative" style="will-change: transform; transform: translateZ(0);">
             <!-- Project tag - positioned at top right -->
             <div class="absolute top-4 right-4 z-10">
               <span class="px-3 py-1 bg-green-100 dark:bg-green-800 text-green-800 dark:text-green-200 text-xs rounded-full font-medium border border-green-200 dark:border-green-700">{t('project.tag.opensource')}</span>
@@ -427,7 +427,7 @@ const pageTitle = t('site.title');
             
             <!-- Project image placeholder -->
             <div class="h-48 bg-gradient-to-br from-purple-500/20 to-purple-600/20 relative overflow-hidden">
-              <div class="absolute inset-0 bg-gradient-to-br from-purple-500/10 to-purple-600/10 group-hover:from-purple-500/20 group-hover:to-purple-600/20 transition-all duration-500"></div>
+              <div class="absolute inset-0 bg-gradient-to-br from-purple-500/10 to-purple-600/10 group-hover:from-purple-500/20 group-hover:to-purple-600/20 transition-colors duration-500"></div>
               <div class="absolute bottom-4 left-4 right-4">
                 <div class="bg-black/50 backdrop-blur-sm rounded px-3 py-1 text-xs font-mono text-purple-400">
                   E-Shop Platform
@@ -486,7 +486,7 @@ const pageTitle = t('site.title');
           </div>
 
           <!-- Portfolio Site Project -->
-          <div class="group overflow-hidden border border-purple-500/20 hover:border-purple-500/40 h-full flex flex-col transition-all duration-500 hover:scale-105 bg-white/10 dark:bg-gray-800/50 backdrop-blur-sm rounded-xl relative">
+          <div class="group overflow-hidden border border-purple-500/20 hover:border-purple-500/40 h-full flex flex-col transition-transform duration-500 hover:scale-105 bg-white/10 dark:bg-gray-800/50 backdrop-blur-sm rounded-xl relative" style="will-change: transform; transform: translateZ(0);">
             <!-- Project tag - positioned at top right -->
             <div class="absolute top-4 right-4 z-10">
               <span class="px-3 py-1 bg-amber-100 dark:bg-amber-800 text-amber-800 dark:text-amber-200 text-xs rounded-full font-medium border border-amber-200 dark:border-amber-700">{t('project.tag.personal')}</span>
@@ -494,7 +494,7 @@ const pageTitle = t('site.title');
             
             <!-- Project image placeholder -->
             <div class="h-48 bg-gradient-to-br from-purple-500/20 to-purple-600/20 relative overflow-hidden">
-              <div class="absolute inset-0 bg-gradient-to-br from-purple-500/10 to-purple-600/10 group-hover:from-purple-500/20 group-hover:to-purple-600/20 transition-all duration-500"></div>
+              <div class="absolute inset-0 bg-gradient-to-br from-purple-500/10 to-purple-600/10 group-hover:from-purple-500/20 group-hover:to-purple-600/20 transition-colors duration-500"></div>
               <div class="absolute bottom-4 left-4 right-4">
                 <div class="bg-black/50 backdrop-blur-sm rounded px-3 py-1 text-xs font-mono text-purple-400">
                   Portfolio Site
diff --git a/src/pages/zh/index.astro b/src/pages/zh/index.astro
index c5f8b0a..e81ccb6 100644
--- a/src/pages/zh/index.astro
+++ b/src/pages/zh/index.astro
@@ -177,7 +177,7 @@ const pageTitle = t('site.title');
         
         <div class="grid md:grid-cols-2 gap-8">
           {services.zh.map((service) => (
-            <div class="bg-white/70 dark:bg-slate-800/70 backdrop-blur-sm rounded-2xl p-8 border border-white/20 shadow-xl hover:shadow-2xl transition-all duration-300 hover:scale-105">
+            <div class="bg-white/70 dark:bg-slate-800/70 backdrop-blur-sm rounded-2xl p-8 border border-white/20 shadow-xl hover:shadow-2xl transition-transform duration-300 hover:scale-105" style="will-change: transform; transform: translateZ(0);">
               <div class="flex items-center mb-6">
                 <div class={`w-12 h-12 bg-gradient-to-r ${service.icon.gradient} rounded-lg flex items-center justify-center mr-4`}>
                   <svg class="w-6 h-6 text-white" fill="none" stroke="currentColor" viewBox="0 0 24 24">