diff --git a/src/app/[locale]/page.tsx b/src/app/[locale]/page.tsx
index cf53365..8265486 100644
--- a/src/app/[locale]/page.tsx
+++ b/src/app/[locale]/page.tsx
@@ -39,8 +39,6 @@ export default async function HomePage({ params }: HomePageProps) {
               toggleToAI={tCommon('toggleToAI')}
               toggleToTraditional={tCommon('toggleToTraditional')}
               searching={tCommon('searching')}
-              aiHint={tCommon('aiHint')}
-              traditionalHint={tCommon('traditionalHint')}
             />
           </Suspense>
         </section>
diff --git a/src/app/[locale]/projects/ProjectsPageClient.tsx b/src/app/[locale]/projects/ProjectsPageClient.tsx
index 71ae340..e3ef48e 100644
--- a/src/app/[locale]/projects/ProjectsPageClient.tsx
+++ b/src/app/[locale]/projects/ProjectsPageClient.tsx
@@ -22,8 +22,6 @@ interface ProjectsPageClientProps {
   toggleToAI: string
   toggleToTraditional: string
   searching: string
-  aiHint: string
-  traditionalHint: string
   translations: {
     viewDetails: string
     submitProjectTitle: string
@@ -42,8 +40,6 @@ export function ProjectsPageClient({
   toggleToAI,
   toggleToTraditional,
   searching,
-  aiHint,
-  traditionalHint,
   translations,
 }: ProjectsPageClientProps) {
   const searchParams = useSearchParams()
@@ -143,8 +139,6 @@ export function ProjectsPageClient({
         toggleToAI={toggleToAI}
         toggleToTraditional={toggleToTraditional}
         searching={searching}
-        aiHint={aiHint}
-        traditionalHint={traditionalHint}
         onSearch={handleAISearch}
         loading={loading}
       />
diff --git a/src/app/[locale]/projects/page.tsx b/src/app/[locale]/projects/page.tsx
index 5932944..3c0cb71 100644
--- a/src/app/[locale]/projects/page.tsx
+++ b/src/app/[locale]/projects/page.tsx
@@ -52,8 +52,6 @@ export default async function ProjectsPage({
             toggleToAI={tCommon('toggleToAI')}
             toggleToTraditional={tCommon('toggleToTraditional')}
             searching={tCommon('searching')}
-            aiHint={tCommon('aiHint')}
-            traditionalHint={tCommon('traditionalHint')}
             translations={translations}
           >
             {/* Tag Cloud - rendered inside client component for non-AI mode */}
diff --git a/src/components/search/AISearchBar.tsx b/src/components/search/AISearchBar.tsx
index c9f32a6..e3f64c1 100644
--- a/src/components/search/AISearchBar.tsx
+++ b/src/components/search/AISearchBar.tsx
@@ -1,7 +1,8 @@
 'use client'
 
-import { useState } from 'react'
-import { Sparkles } from 'lucide-react'
+import { useState, useEffect } from 'react'
+import { useRouter, useSearchParams } from 'next/navigation'
+import { Sparkles, X } from 'lucide-react'
 
 interface AISearchBarProps {
   locale: string
@@ -12,8 +13,6 @@ interface AISearchBarProps {
   toggleToAI: string
   toggleToTraditional: string
   searching: string
-  aiHint: string
-  traditionalHint: string
   onSearch: (query: string, isAI: boolean) => void
   loading?: boolean
 }
@@ -27,14 +26,22 @@ export function AISearchBar({
   toggleToAI,
   toggleToTraditional,
   searching,
-  aiHint,
-  traditionalHint,
   onSearch,
   loading = false,
 }: AISearchBarProps) {
+  const router = useRouter()
+  const searchParams = useSearchParams()
   const [query, setQuery] = useState('')
   const [aiMode, setAiMode] = useState(false)
 
+  // 从 URL 参数初始化 query
+  useEffect(() => {
+    const searchParam = searchParams.get('search')
+    if (searchParam) {
+      setQuery(searchParam)
+    }
+  }, [searchParams])
+
   const handleSubmit = (e: React.FormEvent) => {
     e.preventDefault()
     if (query.trim()) {
@@ -46,6 +53,11 @@ export function AISearchBar({
     setAiMode(!aiMode)
   }
 
+  const handleClear = () => {
+    setQuery('')
+    router.push(`/${locale}/projects`)
+  }
+
   return (
     <form onSubmit={handleSubmit} className="max-w-2xl mx-auto">
       <div className="relative group">
@@ -69,6 +81,18 @@ export function AISearchBar({
 
           {/* Buttons Container */}
           <div className="absolute inset-y-2 right-2 flex items-center gap-2">
+            {/* Clear button - only show when there's a query */}
+            {query && (
+              <button
+                type="button"
+                onClick={handleClear}
+                className="px-3 py-2 bg-white dark:bg-surface-dark text-gray-600 dark:text-gray-400 border-2 border-gray-300 dark:border-gray-600 hover:bg-gray-100 dark:hover:bg-white/10 transition-colors shadow-neo-sm active:shadow-none active:translate-x-[2px] active:translate-y-[2px]"
+                title="清空搜索"
+              >
+                <X className="w-4 h-4" />
+              </button>
+            )}
+
             {/* AI Mode Toggle */}
             <button
               type="button"
@@ -96,13 +120,6 @@ export function AISearchBar({
           </div>
         </div>
       </div>
-
-      {/* AI Mode Hint */}
-      {aiMode && (
-        <div className="mt-3 text-sm text-gray-600 dark:text-gray-400 font-display">
-          💡 {aiHint}
-        </div>
-      )}
     </form>
   )
 }
diff --git a/src/components/search/HomeSearchBar.tsx b/src/components/search/HomeSearchBar.tsx
index 329a61f..86680d0 100644
--- a/src/components/search/HomeSearchBar.tsx
+++ b/src/components/search/HomeSearchBar.tsx
@@ -11,8 +11,6 @@ interface HomeSearchBarProps {
   toggleToAI: string
   toggleToTraditional: string
   searching: string
-  aiHint: string
-  traditionalHint: string
 }
 
 export function HomeSearchBar({
@@ -24,8 +22,6 @@ export function HomeSearchBar({
   toggleToAI,
   toggleToTraditional,
   searching,
-  aiHint,
-  traditionalHint,
 }: HomeSearchBarProps) {
   const handleSearch = (query: string, isAI: boolean) => {
     const params = new URLSearchParams()
@@ -44,8 +40,6 @@ export function HomeSearchBar({
       toggleToAI={toggleToAI}
       toggleToTraditional={toggleToTraditional}
       searching={searching}
-      aiHint={aiHint}
-      traditionalHint={traditionalHint}
       onSearch={handleSearch}
     />
   )