diff --git a/frontend/src/components/login/CenteredCard.tsx b/frontend/src/components/login/CenteredCard.tsx
index b2b33b4..60a8827 100644
--- a/frontend/src/components/login/CenteredCard.tsx
+++ b/frontend/src/components/login/CenteredCard.tsx
@@ -1,57 +1,175 @@
 import { useLogin } from '@/hooks/useLogin';
-import { useTheme, THEME_OPTIONS } from '@/hooks/useTheme';
-import { Sun, Moon } from 'lucide-react';
 
 export default function CenteredCard() {
   const { username, password, loading, error, setUsername, setPassword, handleLogin } = useLogin();
-  const { theme, toggleTheme } = useTheme();
-  const isDark = THEME_OPTIONS.find(o => o.id === theme)?.isDark ?? true;
 
   return (
-    <div style={{ minHeight: '100vh', display: 'flex', alignItems: 'center', justifyContent: 'center', padding: 24, position: 'relative' }}>
-      {/* Gradient background */}
-      <div className="dg-gradient-br" style={{ position: 'fixed', inset: 0, zIndex: 0 }} />
+    <div
+      className="flex items-center justify-center min-h-screen relative"
+      style={{ padding: 24 }}
+    >
+      {/* Full-screen dark gradient background with noise texture */}
+      <div
+        style={{
+          position: 'fixed',
+          inset: 0,
+          zIndex: 0,
+          background: `
+            radial-gradient(ellipse at 50% 40%, #0a0a1a 0%, #1a0a2e 70%, #0f0520 100%)
+          `,
+        }}
+      />
+      {/* Subtle noise / dot pattern overlay */}
+      <div
+        style={{
+          position: 'fixed',
+          inset: 0,
+          zIndex: 1,
+          background: `
+            radial-gradient(circle at 20% 80%, rgba(99, 102, 241, 0.04) 0%, transparent 50%),
+            radial-gradient(circle at 80% 20%, rgba(139, 92, 246, 0.05) 0%, transparent 50%),
+            radial-gradient(circle at 50% 50%, rgba(99,102,241,0.02) 0%, transparent 80%)
+          `,
+        }}
+      />
+      {/* Extra floating glow orbs */}
+      <div
+        style={{
+          position: 'fixed',
+          top: '10%',
+          left: '60%',
+          width: 400,
+          height: 400,
+          borderRadius: '50%',
+          background: 'radial-gradient(circle, rgba(99,102,241,0.06), transparent 70%)',
+          zIndex: 1,
+          filter: 'blur(40px)',
+        }}
+      />
+      <div
+        style={{
+          position: 'fixed',
+          bottom: '5%',
+          right: '60%',
+          width: 300,
+          height: 300,
+          borderRadius: '50%',
+          background: 'radial-gradient(circle, rgba(139,92,246,0.05), transparent 70%)',
+          zIndex: 1,
+          filter: 'blur(40px)',
+        }}
+      />
 
-      {/* Theme toggle */}
-      <button
-        onClick={toggleTheme}
-        style={{ position: 'fixed', top: 20, right: 20, zIndex: 50, background: 'rgba(255,255,255,0.1)', border: 'none', borderRadius: 8, padding: 8, cursor: 'pointer', color: '#fff', backdropFilter: 'blur(4px)' }}
+      {/* Center glassmorphism card */}
+      <div
+        style={{
+          position: 'relative',
+          zIndex: 10,
+          width: '100%',
+          maxWidth: 420,
+          background: 'rgba(255,255,255,0.03)',
+          backdropFilter: 'blur(24px)',
+          WebkitBackdropFilter: 'blur(24px)',
+          borderRadius: 20,
+          padding: '48px 36px',
+          boxShadow: `
+            0 0 0 1px rgba(255,255,255,0.06),
+            0 8px 40px rgba(0,0,0,0.4),
+            0 0 80px rgba(99,102,241,0.08)
+          `,
+        }}
       >
-        {isDark ? <Sun size={18} /> : <Moon size={18} />}
-      </button>
-
-      {/* Card */}
-      <div style={{ position: 'relative', zIndex: 10, width: '100%', maxWidth: 400, background: 'var(--dg-bg-primary)', borderRadius: 14, padding: '40px 32px', boxShadow: '0 8px 32px rgba(0,0,0,0.3)' }}>
-        <div style={{ textAlign: 'center', marginBottom: 32 }}>
-          <h1 style={{ fontSize: 24, fontWeight: 700, marginBottom: 6 }}>
-            <span className="dg-gradient-text">SQL审核平台</span>
-          </h1>
-          <p style={{ color: 'var(--dg-text-muted)', fontSize: 14 }}>登录您的账号</p>
+        {/* Logo icon */}
+        <div
+          style={{
+            width: 44,
+            height: 44,
+            borderRadius: 12,
+            background: 'linear-gradient(135deg, #6366f1, #8b5cf6)',
+            display: 'flex',
+            alignItems: 'center',
+            justifyContent: 'center',
+            margin: '0 auto 28px',
+            boxShadow: '0 4px 20px rgba(99,102,241,0.35)',
+          }}
+        >
+          <svg width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="#fff" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
+            <ellipse cx="12" cy="5" rx="9" ry="3" />
+            <path d="M21 12c0 1.66-4 3-9 3s-9-1.34-9-3" />
+            <path d="M3 5v14c0 1.66 4 3 9 3s9-1.34 9-3V5" />
+          </svg>
         </div>
 
+        <h1 style={{ textAlign: 'center', fontSize: 22, fontWeight: 600, color: '#fff', marginBottom: 6 }}>
+          SQL审核平台
+        </h1>
+        <p style={{ textAlign: 'center', color: 'rgba(255,255,255,0.45)', fontSize: 14, marginBottom: 36 }}>
+          登录您的工作区
+        </p>
+
         <form onSubmit={handleLogin} style={{ display: 'flex', flexDirection: 'column', gap: 16 }}>
-          {error && <div style={{ color: '#f87171', fontSize: 13, textAlign: 'center' }}>{error}</div>}
+          {error && (
+            <div style={{ color: '#f87171', fontSize: 13, textAlign: 'center', padding: '10px 14px', background: 'rgba(248,113,113,0.08)', borderRadius: 8 }}>
+              {error}
+            </div>
+          )}
 
           <input
             type="text"
             placeholder="用户名"
             value={username}
             onChange={(e) => setUsername(e.target.value)}
-            style={{ padding: '11px 14px', borderRadius: 8, background: 'var(--dg-bg-secondary)', border: '1px solid var(--dg-border)', color: 'var(--dg-text-primary)', fontSize: 14, outline: 'none' }}
+            className="w-full"
+            style={{
+              padding: '13px 16px',
+              borderRadius: 10,
+              background: 'rgba(255,255,255,0.06)',
+              border: '1px solid rgba(255,255,255,0.08)',
+              color: '#fff',
+              fontSize: 14,
+              outline: 'none',
+              transition: 'border-color 0.2s, background 0.2s',
+            }}
+            onFocus={(e) => { e.target.style.borderColor = 'rgba(99,102,241,0.4)'; e.target.style.background = 'rgba(255,255,255,0.08)'; }}
+            onBlur={(e) => { e.target.style.borderColor = 'rgba(255,255,255,0.08)'; e.target.style.background = 'rgba(255,255,255,0.06)'; }}
           />
           <input
             type="password"
             placeholder="密码"
             value={password}
             onChange={(e) => setPassword(e.target.value)}
-            style={{ padding: '11px 14px', borderRadius: 8, background: 'var(--dg-bg-secondary)', border: '1px solid var(--dg-border)', color: 'var(--dg-text-primary)', fontSize: 14, outline: 'none' }}
+            className="w-full"
+            style={{
+              padding: '13px 16px',
+              borderRadius: 10,
+              background: 'rgba(255,255,255,0.06)',
+              border: '1px solid rgba(255,255,255,0.08)',
+              color: '#fff',
+              fontSize: 14,
+              outline: 'none',
+              transition: 'border-color 0.2s, background 0.2s',
+            }}
+            onFocus={(e) => { e.target.style.borderColor = 'rgba(99,102,241,0.4)'; e.target.style.background = 'rgba(255,255,255,0.08)'; }}
+            onBlur={(e) => { e.target.style.borderColor = 'rgba(255,255,255,0.08)'; e.target.style.background = 'rgba(255,255,255,0.06)'; }}
           />
 
           <button
             type="submit"
             disabled={loading || !username || !password}
-            className="dg-gradient-bg"
-            style={{ padding: '11px 14px', borderRadius: 8, border: 'none', color: '#fff', fontWeight: 600, fontSize: 14, cursor: loading || !username || !password ? 'not-allowed' : 'pointer', opacity: loading || !username || !password ? 0.6 : 1, marginTop: 4 }}
+            className="dg-gradient-bg w-full"
+            style={{
+              padding: '13px 20px',
+              borderRadius: 10,
+              border: 'none',
+              color: '#fff',
+              fontWeight: 600,
+              fontSize: 15,
+              cursor: loading || !username || !password ? 'not-allowed' : 'pointer',
+              opacity: loading || !username || !password ? 0.5 : 1,
+              marginTop: 8,
+              transition: 'opacity 0.2s, transform 0.1s',
+              boxShadow: '0 4px 20px rgba(99,102,241,0.25)',
+            }}
           >
             {loading ? '登录中…' : '登录'}
           </button>
diff --git a/frontend/src/components/login/FullImage.tsx b/frontend/src/components/login/FullImage.tsx
index d67a04a..abf0df2 100644
--- a/frontend/src/components/login/FullImage.tsx
+++ b/frontend/src/components/login/FullImage.tsx
@@ -1,74 +1,204 @@
 import { useLogin } from '@/hooks/useLogin';
-import { useTheme, THEME_OPTIONS } from '@/hooks/useTheme';
-import { Sun, Moon } from 'lucide-react';
 
 export default function FullImage() {
   const { username, password, loading, error, setUsername, setPassword, handleLogin } = useLogin();
-  const { theme, toggleTheme } = useTheme();
-  const isDark = THEME_OPTIONS.find(o => o.id === theme)?.isDark ?? true;
 
   return (
-    <div style={{ minHeight: '100vh', display: 'flex', alignItems: 'center', justifyContent: 'center', padding: 24, position: 'relative', overflow: 'hidden' }}>
-      {/* Circuit board pattern background */}
+    <div
+      className="flex items-center justify-center min-h-screen relative"
+      style={{ padding: 24, overflow: 'hidden' }}
+    >
+      {/* Deep dark background #0d1117 */}
       <div
         style={{
-          position: 'fixed', inset: 0, zIndex: 0,
-          background: `
-            repeating-linear-gradient(0deg, transparent, transparent 48px, var(--dg-border) 48px, var(--dg-border) 49px),
-            repeating-linear-gradient(90deg, transparent, transparent 48px, var(--dg-border) 48px, var(--dg-border) 49px),
-            var(--dg-bg-primary)
-          `,
-          opacity: 0.5,
+          position: 'fixed',
+          inset: 0,
+          zIndex: 0,
+          background: '#0d1117',
         }}
       />
 
-      {/* Theme toggle */}
-      <button
-        onClick={toggleTheme}
-        style={{ position: 'fixed', top: 20, right: 20, zIndex: 50, background: 'var(--dg-bg-tertiary)', border: 'none', borderRadius: 8, padding: 8, cursor: 'pointer', color: 'var(--dg-text-secondary)', backdropFilter: 'blur(8px)' }}
-      >
-        {isDark ? <Sun size={18} /> : <Moon size={18} />}
-      </button>
-
-      {/* Glass card */}
+      {/* Particle grid — dots and lines */}
       <div
         style={{
-          position: 'relative', zIndex: 10, width: '100%', maxWidth: 400,
-          background: 'rgba(0,0,0,0.45)', backdropFilter: 'blur(16px)',
-          borderRadius: 16, padding: '40px 32px',
-          color: '#fff',
+          position: 'fixed',
+          inset: 0,
+          zIndex: 1,
+          backgroundImage: `
+            radial-gradient(circle at 15% 25%, rgba(99,102,241,0.15) 1px, transparent 1px),
+            radial-gradient(circle at 35% 60%, rgba(99,102,241,0.12) 1px, transparent 1px),
+            radial-gradient(circle at 55% 15%, rgba(139,92,246,0.12) 1px, transparent 1px),
+            radial-gradient(circle at 75% 45%, rgba(99,102,241,0.10) 1px, transparent 1px),
+            radial-gradient(circle at 85% 70%, rgba(139,92,246,0.10) 1px, transparent 1px),
+            radial-gradient(circle at 25% 80%, rgba(99,102,241,0.08) 1px, transparent 1px),
+            radial-gradient(circle at 65% 85%, rgba(139,92,246,0.08) 1px, transparent 1px),
+            radial-gradient(circle at 45% 40%, rgba(99,102,241,0.14) 1px, transparent 1px),
+            radial-gradient(circle at 10% 55%, rgba(139,92,246,0.06) 1px, transparent 1px),
+            radial-gradient(circle at 90% 20%, rgba(99,102,241,0.08) 1px, transparent 1px),
+            radial-gradient(circle at 5% 90%, rgba(139,92,246,0.07) 1px, transparent 1px),
+            radial-gradient(circle at 50% 70%, rgba(99,102,241,0.06) 1px, transparent 1px)
+          `,
+          backgroundSize: '200px 200px',
+        }}
+      />
+
+      {/* Connecting grid lines */}
+      <div
+        style={{
+          position: 'fixed',
+          inset: 0,
+          zIndex: 1,
+          backgroundImage: `
+            linear-gradient(rgba(99,102,241,0.03) 1px, transparent 1px),
+            linear-gradient(90deg, rgba(99,102,241,0.03) 1px, transparent 1px)
+          `,
+          backgroundSize: '80px 80px',
+        }}
+      />
+
+      {/* Large glow orb — top right */}
+      <div
+        style={{
+          position: 'fixed',
+          top: '-15%',
+          right: '-10%',
+          width: 600,
+          height: 600,
+          borderRadius: '50%',
+          background: 'radial-gradient(circle, rgba(99,102,241,0.12) 0%, rgba(139,92,246,0.06) 40%, transparent 70%)',
+          zIndex: 1,
+          filter: 'blur(60px)',
+        }}
+      />
+
+      {/* Secondary glow — bottom left */}
+      <div
+        style={{
+          position: 'fixed',
+          bottom: '-20%',
+          left: '-10%',
+          width: 400,
+          height: 400,
+          borderRadius: '50%',
+          background: 'radial-gradient(circle, rgba(139,92,246,0.06), transparent 70%)',
+          zIndex: 1,
+          filter: 'blur(40px)',
+        }}
+      />
+
+      {/* Center card */}
+      <div
+        style={{
+          position: 'relative',
+          zIndex: 10,
+          width: '100%',
+          maxWidth: 400,
+          background: 'rgba(13, 17, 23, 0.8)',
+          backdropFilter: 'blur(20px)',
+          WebkitBackdropFilter: 'blur(20px)',
+          borderRadius: 16,
+          padding: '40px 32px',
+          boxShadow: `
+            0 0 0 1px rgba(255,255,255,0.08),
+            0 8px 40px rgba(0,0,0,0.5),
+            0 0 100px rgba(99,102,241,0.04)
+          `,
         }}
       >
+        {/* Small brand mark at top */}
         <div style={{ textAlign: 'center', marginBottom: 32 }}>
-          <h1 style={{ fontSize: 24, fontWeight: 700, marginBottom: 6 }}>
-            <span className="dg-gradient-text">SQL审核平台</span>
+          <div
+            style={{
+              width: 36,
+              height: 36,
+              borderRadius: 10,
+              background: 'linear-gradient(135deg, #6366f1, #8b5cf6)',
+              display: 'inline-flex',
+              alignItems: 'center',
+              justifyContent: 'center',
+              marginBottom: 20,
+              boxShadow: '0 2px 12px rgba(99,102,241,0.3)',
+            }}
+          >
+            <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="#fff" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
+              <ellipse cx="12" cy="5" rx="9" ry="3" />
+              <path d="M21 12c0 1.66-4 3-9 3s-9-1.34-9-3" />
+              <path d="M3 5v14c0 1.66 4 3 9 3s9-1.34 9-3V5" />
+            </svg>
+          </div>
+          <h1 style={{ fontSize: 20, fontWeight: 600, color: '#fff', marginBottom: 4 }}>
+            SQL审核平台
           </h1>
-          <p style={{ color: 'rgba(255,255,255,0.6)', fontSize: 14 }}>登录您的工作区</p>
+          <p style={{ color: 'rgba(255,255,255,0.4)', fontSize: 13 }}>
+            登录您的工作区
+          </p>
         </div>
 
-        <form onSubmit={handleLogin} style={{ display: 'flex', flexDirection: 'column', gap: 16 }}>
-          {error && <div style={{ color: '#f87171', fontSize: 13, textAlign: 'center' }}>{error}</div>}
+        <form onSubmit={handleLogin} style={{ display: 'flex', flexDirection: 'column', gap: 14 }}>
+          {error && (
+            <div style={{ color: '#f87171', fontSize: 13, textAlign: 'center', padding: '10px 14px', background: 'rgba(248,113,113,0.06)', borderRadius: 8 }}>
+              {error}
+            </div>
+          )}
 
+          {/* Dark inset inputs */}
           <input
             type="text"
             placeholder="用户名"
             value={username}
             onChange={(e) => setUsername(e.target.value)}
-            style={{ padding: '11px 14px', borderRadius: 8, background: 'rgba(255,255,255,0.08)', border: '1px solid rgba(255,255,255,0.12)', color: '#fff', fontSize: 14, outline: 'none' }}
+            className="w-full"
+            style={{
+              padding: '12px 16px',
+              borderRadius: 8,
+              background: 'rgba(255,255,255,0.04)',
+              border: '1px solid rgba(255,255,255,0.06)',
+              color: '#fff',
+              fontSize: 14,
+              outline: 'none',
+              transition: 'border-color 0.2s, background 0.2s',
+              boxShadow: 'inset 0 1px 3px rgba(0,0,0,0.2)',
+            }}
+            onFocus={(e) => { e.target.style.borderColor = 'rgba(99,102,241,0.3)'; e.target.style.background = 'rgba(255,255,255,0.06)'; }}
+            onBlur={(e) => { e.target.style.borderColor = 'rgba(255,255,255,0.06)'; e.target.style.background = 'rgba(255,255,255,0.04)'; }}
           />
           <input
             type="password"
             placeholder="密码"
             value={password}
             onChange={(e) => setPassword(e.target.value)}
-            style={{ padding: '11px 14px', borderRadius: 8, background: 'rgba(255,255,255,0.08)', border: '1px solid rgba(255,255,255,0.12)', color: '#fff', fontSize: 14, outline: 'none' }}
+            className="w-full"
+            style={{
+              padding: '12px 16px',
+              borderRadius: 8,
+              background: 'rgba(255,255,255,0.04)',
+              border: '1px solid rgba(255,255,255,0.06)',
+              color: '#fff',
+              fontSize: 14,
+              outline: 'none',
+              transition: 'border-color 0.2s, background 0.2s',
+              boxShadow: 'inset 0 1px 3px rgba(0,0,0,0.2)',
+            }}
+            onFocus={(e) => { e.target.style.borderColor = 'rgba(99,102,241,0.3)'; e.target.style.background = 'rgba(255,255,255,0.06)'; }}
+            onBlur={(e) => { e.target.style.borderColor = 'rgba(255,255,255,0.06)'; e.target.style.background = 'rgba(255,255,255,0.04)'; }}
           />
 
           <button
             type="submit"
             disabled={loading || !username || !password}
-            className="dg-gradient-bg"
-            style={{ padding: '11px 14px', borderRadius: 8, border: 'none', color: '#fff', fontWeight: 600, fontSize: 14, cursor: loading || !username || !password ? 'not-allowed' : 'pointer', opacity: loading || !username || !password ? 0.6 : 1, marginTop: 4 }}
+            className="dg-gradient-bg w-full"
+            style={{
+              padding: '12px 20px',
+              borderRadius: 8,
+              border: 'none',
+              color: '#fff',
+              fontWeight: 600,
+              fontSize: 14,
+              cursor: loading || !username || !password ? 'not-allowed' : 'pointer',
+              opacity: loading || !username || !password ? 0.5 : 1,
+              marginTop: 6,
+              transition: 'opacity 0.2s, transform 0.1s',
+            }}
           >
             {loading ? '登录中…' : '登录'}
           </button>
diff --git a/frontend/src/components/login/MinimalDark.tsx b/frontend/src/components/login/MinimalDark.tsx
index 1c12d75..2ba7cf1 100644
--- a/frontend/src/components/login/MinimalDark.tsx
+++ b/frontend/src/components/login/MinimalDark.tsx
@@ -1,51 +1,118 @@
 import { useLogin } from '@/hooks/useLogin';
-import { useTheme, THEME_OPTIONS } from '@/hooks/useTheme';
-import { Sun, Moon, Database } from 'lucide-react';
 
 export default function MinimalDark() {
   const { username, password, loading, error, setUsername, setPassword, handleLogin } = useLogin();
-  const { theme, toggleTheme } = useTheme();
-  const isDark = THEME_OPTIONS.find(o => o.id === theme)?.isDark ?? true;
 
   return (
-    <div style={{ minHeight: '100vh', display: 'flex', flexDirection: 'column', alignItems: 'center', justifyContent: 'center', padding: 24, background: 'var(--dg-bg-primary)', color: 'var(--dg-text-primary)' }}>
-      <button
-        onClick={toggleTheme}
-        style={{ position: 'fixed', top: 20, right: 20, zIndex: 50, background: 'var(--dg-bg-tertiary)', border: 'none', borderRadius: 8, padding: 8, cursor: 'pointer', color: 'var(--dg-text-secondary)' }}
-      >
-        {isDark ? <Sun size={18} /> : <Moon size={18} />}
-      </button>
-
+    <div
+      className="flex flex-col items-center justify-center min-h-screen"
+      style={{ background: '#0a0a0a', padding: 24 }}
+    >
       <div style={{ width: '100%', maxWidth: 320, textAlign: 'center' }}>
-        <Database size={36} className="dg-gradient-text" style={{ marginBottom: 16, display: 'inline-block' }} />
-        <h1 style={{ fontSize: 22, fontWeight: 700, marginBottom: 4 }}>
-          <span className="dg-gradient-text">SQL审核平台</span>
+        {/* Tiny gradient dot logo */}
+        <div
+          style={{
+            width: 16,
+            height: 16,
+            borderRadius: '50%',
+            background: 'linear-gradient(135deg, #6366f1, #8b5cf6)',
+            margin: '0 auto 24px',
+            boxShadow: '0 0 12px rgba(99,102,241,0.3)',
+          }}
+        />
+
+        {/* Brand name with wide tracking */}
+        <h1
+          className="tracking-wider"
+          style={{ fontSize: 15, fontWeight: 500, color: 'rgba(255,255,255,0.8)', letterSpacing: '3px', marginBottom: 0 }}
+        >
+          SQL审核平台
         </h1>
-        <p style={{ color: 'var(--dg-text-muted)', fontSize: 13, marginBottom: 36 }}>安全的数据库审核与合规管理</p>
 
-        <form onSubmit={handleLogin} style={{ display: 'flex', flexDirection: 'column', gap: 14 }}>
-          {error && <div style={{ color: '#f87171', fontSize: 13 }}>{error}</div>}
+        {/* Thin divider */}
+        <div
+          style={{
+            width: 40,
+            height: 1,
+            background: 'rgba(255,255,255,0.1)',
+            margin: '32px auto',
+          }}
+        />
 
-          <input
-            type="text"
-            placeholder="用户名"
-            value={username}
-            onChange={(e) => setUsername(e.target.value)}
-            style={{ padding: '10px 14px', borderRadius: 8, background: 'var(--dg-bg-secondary)', border: 'none', color: 'var(--dg-text-primary)', fontSize: 14, outline: 'none' }}
-          />
-          <input
-            type="password"
-            placeholder="密码"
-            value={password}
-            onChange={(e) => setPassword(e.target.value)}
-            style={{ padding: '10px 14px', borderRadius: 8, background: 'var(--dg-bg-secondary)', border: 'none', color: 'var(--dg-text-primary)', fontSize: 14, outline: 'none' }}
-          />
+        <form
+          onSubmit={handleLogin}
+          style={{ display: 'flex', flexDirection: 'column' }}
+        >
+          {error && (
+            <div style={{ color: '#f87171', fontSize: 13, marginBottom: 20, textAlign: 'left' }}>
+              {error}
+            </div>
+          )}
 
+          {/* Borderless inputs — bottom line only */}
+          <div style={{ marginBottom: 24 }}>
+            <input
+              type="text"
+              placeholder="用户名"
+              value={username}
+              onChange={(e) => setUsername(e.target.value)}
+              className="w-full"
+              style={{
+                padding: '12px 0',
+                background: 'transparent',
+                border: 'none',
+                borderBottom: '1px solid rgba(255,255,255,0.1)',
+                borderRadius: 0,
+                color: '#fff',
+                fontSize: 14,
+                outline: 'none',
+                transition: 'border-color 0.25s',
+              }}
+              onFocus={(e) => { e.target.style.borderBottomColor = 'rgba(99,102,241,0.5)'; }}
+              onBlur={(e) => { e.target.style.borderBottomColor = 'rgba(255,255,255,0.1)'; }}
+            />
+          </div>
+
+          <div style={{ marginBottom: 40 }}>
+            <input
+              type="password"
+              placeholder="密码"
+              value={password}
+              onChange={(e) => setPassword(e.target.value)}
+              className="w-full"
+              style={{
+                padding: '12px 0',
+                background: 'transparent',
+                border: 'none',
+                borderBottom: '1px solid rgba(255,255,255,0.1)',
+                borderRadius: 0,
+                color: '#fff',
+                fontSize: 14,
+                outline: 'none',
+                transition: 'border-color 0.25s',
+              }}
+              onFocus={(e) => { e.target.style.borderBottomColor = 'rgba(99,102,241,0.5)'; }}
+              onBlur={(e) => { e.target.style.borderBottomColor = 'rgba(255,255,255,0.1)'; }}
+            />
+          </div>
+
+          {/* Full-width slim button */}
           <button
             type="submit"
             disabled={loading || !username || !password}
-            className="dg-gradient-bg"
-            style={{ padding: '10px 14px', borderRadius: 8, border: 'none', color: '#fff', fontWeight: 600, fontSize: 14, cursor: loading || !username || !password ? 'not-allowed' : 'pointer', opacity: loading || !username || !password ? 0.6 : 1, marginTop: 8 }}
+            className="dg-gradient-bg w-full"
+            style={{
+              padding: '12px 20px',
+              borderRadius: 6,
+              border: 'none',
+              color: '#fff',
+              fontWeight: 500,
+              fontSize: 14,
+              cursor: loading || !username || !password ? 'not-allowed' : 'pointer',
+              opacity: loading || !username || !password ? 0.4 : 1,
+              transition: 'opacity 0.2s, transform 0.1s',
+              letterSpacing: '0.5px',
+            }}
           >
             {loading ? '登录中…' : '登录'}
           </button>
diff --git a/frontend/src/components/login/SidePanel.tsx b/frontend/src/components/login/SidePanel.tsx
index acfdc44..69fca83 100644
--- a/frontend/src/components/login/SidePanel.tsx
+++ b/frontend/src/components/login/SidePanel.tsx
@@ -1,70 +1,180 @@
 import { useLogin } from '@/hooks/useLogin';
-import { useTheme, THEME_OPTIONS } from '@/hooks/useTheme';
-import { Sun, Moon, Database } from 'lucide-react';
+
+const features = ['SQL审核', '变更审批', '实时监控', '权限管理'];
 
 export default function SidePanel() {
   const { username, password, loading, error, setUsername, setPassword, handleLogin } = useLogin();
-  const { theme, toggleTheme } = useTheme();
-  const isDark = THEME_OPTIONS.find(o => o.id === theme)?.isDark ?? true;
 
   return (
-    <div style={{ display: 'flex', minHeight: '100vh', background: 'var(--dg-bg-primary)', color: 'var(--dg-text-primary)' }}>
-      <button
-        onClick={toggleTheme}
-        style={{ position: 'fixed', top: 20, right: 20, zIndex: 50, background: 'var(--dg-bg-tertiary)', border: 'none', borderRadius: 8, padding: 8, cursor: 'pointer', color: 'var(--dg-text-secondary)' }}
-      >
-        {isDark ? <Sun size={18} /> : <Moon size={18} />}
-      </button>
-
-      {/* Left Panel — 40% */}
+    <div className="flex min-h-screen" style={{ background: 'var(--dg-bg-primary)', color: 'var(--dg-text-primary)' }}>
+      {/* Left Panel — 38% Brand Area */}
       <div
-        className="dg-gradient-br"
-        style={{ width: '40%', display: 'flex', flexDirection: 'column', justifyContent: 'center', alignItems: 'center', padding: 48, position: 'relative', overflow: 'hidden' }}
+        className="relative flex flex-col justify-between"
+        style={{
+          width: '38%',
+          background: 'linear-gradient(180deg, #111827 0%, #1f2937 100%)',
+          padding: '56px 44px',
+          overflow: 'hidden',
+        }}
       >
-        {/* Decorative circles */}
-        <div style={{ position: 'absolute', top: '15%', left: '10%', width: 80, height: 80, borderRadius: '50%', background: 'rgba(255,255,255,0.06)' }} />
-        <div style={{ position: 'absolute', bottom: '20%', right: '15%', width: 120, height: 120, borderRadius: '50%', background: 'rgba(255,255,255,0.04)' }} />
-        <div style={{ position: 'absolute', top: '55%', left: '60%', width: 40, height: 40, borderRadius: '50%', background: 'rgba(255,255,255,0.07)' }} />
-        <div style={{ position: 'absolute', top: '30%', right: '30%', width: 12, height: 12, borderRadius: '50%', background: 'rgba(255,255,255,0.12)' }} />
-        <div style={{ position: 'absolute', bottom: '40%', left: '25%', width: 8, height: 8, borderRadius: '50%', background: 'rgba(255,255,255,0.10)' }} />
+        {/* Subtle decorative gradient orb */}
+        <div
+          style={{
+            position: 'absolute',
+            top: '-80px',
+            right: '-80px',
+            width: 280,
+            height: 280,
+            borderRadius: '50%',
+            background: 'radial-gradient(circle, rgba(99,102,241,0.08), transparent 70%)',
+            filter: 'blur(30px)',
+          }}
+        />
 
-        <div style={{ position: 'relative', zIndex: 2, textAlign: 'center', maxWidth: 320 }}>
-          <Database size={40} style={{ color: '#fff', marginBottom: 20 }} />
-          <h1 style={{ fontSize: 26, fontWeight: 700, color: '#fff', marginBottom: 12 }}>SQL审核平台</h1>
-          <p style={{ color: 'rgba(255,255,255,0.7)', fontSize: 14, lineHeight: 1.6 }}>
-            为团队提供智能 SQL 审核、实时合规监控与数据库安全保障。
+        {/* Top brand section */}
+        <div style={{ position: 'relative', zIndex: 2 }}>
+          {/* Logo mark */}
+          <div
+            style={{
+              width: 40,
+              height: 40,
+              borderRadius: 10,
+              background: 'linear-gradient(135deg, #6366f1, #8b5cf6)',
+              display: 'flex',
+              alignItems: 'center',
+              justifyContent: 'center',
+              marginBottom: 56,
+            }}
+          >
+            <svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="#fff" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
+              <ellipse cx="12" cy="5" rx="9" ry="3" />
+              <path d="M21 12c0 1.66-4 3-9 3s-9-1.34-9-3" />
+              <path d="M3 5v14c0 1.66 4 3 9 3s9-1.34 9-3V5" />
+            </svg>
+          </div>
+
+          {/* Stacked large text — left aligned */}
+          <div style={{ marginBottom: 24 }}>
+            <div style={{ fontSize: 52, fontWeight: 700, color: '#fff', lineHeight: 1.1, letterSpacing: '-1px' }}>
+              SQL审核
+            </div>
+            <div style={{ fontSize: 52, fontWeight: 700, color: '#fff', lineHeight: 1.1, letterSpacing: '-1px', marginTop: 4 }}>
+              平台
+            </div>
+          </div>
+          <p style={{ color: 'rgba(255,255,255,0.4)', fontSize: 15, lineHeight: 1.6, maxWidth: 280 }}>
+            企业级数据库审核与合规管理解决方案，为团队提供安全可靠的数据管理体验。
           </p>
         </div>
+
+        {/* Bottom feature pills */}
+        <div style={{ position: 'relative', zIndex: 2, display: 'flex', flexWrap: 'wrap', gap: 8 }}>
+          {features.map((tag) => (
+            <span
+              key={tag}
+              style={{
+                padding: '6px 14px',
+                borderRadius: 20,
+                background: 'rgba(255,255,255,0.06)',
+                color: 'rgba(255,255,255,0.6)',
+                fontSize: 12,
+                fontWeight: 500,
+                letterSpacing: '0.3px',
+              }}
+            >
+              {tag}
+            </span>
+          ))}
+        </div>
       </div>
 
-      {/* Right Panel — Login Form */}
-      <div style={{ flex: 1, display: 'flex', alignItems: 'center', justifyContent: 'center', padding: 48 }}>
-        <form onSubmit={handleLogin} style={{ width: '100%', maxWidth: 360, display: 'flex', flexDirection: 'column', gap: 20 }}>
-          <h2 style={{ fontSize: 22, fontWeight: 600, marginBottom: 4 }}>欢迎回来</h2>
-          <p style={{ color: 'var(--dg-text-muted)', fontSize: 14, marginBottom: 8 }}>登录以访问控制台</p>
+      {/* Right Panel — 62% Login Form */}
+      <div
+        className="flex items-center justify-center"
+        style={{ flex: 1, padding: 64 }}
+      >
+        <form
+          onSubmit={handleLogin}
+          style={{ width: '100%', maxWidth: 380, display: 'flex', flexDirection: 'column' }}
+        >
+          <h2 style={{ fontSize: 30, fontWeight: 600, marginBottom: 8, color: 'var(--dg-text-primary)' }}>
+            欢迎回来
+          </h2>
+          <p style={{ color: 'var(--dg-text-muted)', fontSize: 15, marginBottom: 44 }}>
+            登录以继续
+          </p>
 
-          {error && <div style={{ color: '#f87171', fontSize: 13 }}>{error}</div>}
+          {error && (
+            <div style={{ color: '#f87171', fontSize: 13, marginBottom: 16, padding: '10px 14px', background: 'rgba(248,113,113,0.08)', borderRadius: 8 }}>
+              {error}
+            </div>
+          )}
 
-          <input
-            type="text"
-            placeholder="用户名"
-            value={username}
-            onChange={(e) => setUsername(e.target.value)}
-            style={{ padding: '10px 14px', borderRadius: 8, background: 'var(--dg-bg-tertiary)', border: '1px solid var(--dg-border)', color: 'var(--dg-text-primary)', fontSize: 14, outline: 'none' }}
-          />
-          <input
-            type="password"
-            placeholder="密码"
-            value={password}
-            onChange={(e) => setPassword(e.target.value)}
-            style={{ padding: '10px 14px', borderRadius: 8, background: 'var(--dg-bg-tertiary)', border: '1px solid var(--dg-border)', color: 'var(--dg-text-primary)', fontSize: 14, outline: 'none' }}
-          />
+          <div style={{ marginBottom: 24 }}>
+            <label style={{ display: 'block', fontSize: 13, fontWeight: 500, color: 'var(--dg-text-secondary)', marginBottom: 8 }}>
+              用户名
+            </label>
+            <input
+              type="text"
+              placeholder="请输入用户名"
+              value={username}
+              onChange={(e) => setUsername(e.target.value)}
+              className="w-full"
+              style={{
+                padding: '13px 16px',
+                borderRadius: 10,
+                background: 'var(--dg-bg-secondary)',
+                border: 'none',
+                color: 'var(--dg-text-primary)',
+                fontSize: 14,
+                outline: 'none',
+                transition: 'background 0.2s',
+              }}
+              onFocus={(e) => { e.target.style.background = 'var(--dg-bg-tertiary)'; }}
+              onBlur={(e) => { e.target.style.background = 'var(--dg-bg-secondary)'; }}
+            />
+          </div>
+
+          <div style={{ marginBottom: 36 }}>
+            <label style={{ display: 'block', fontSize: 13, fontWeight: 500, color: 'var(--dg-text-secondary)', marginBottom: 8 }}>
+              密码
+            </label>
+            <input
+              type="password"
+              placeholder="请输入密码"
+              value={password}
+              onChange={(e) => setPassword(e.target.value)}
+              className="w-full"
+              style={{
+                padding: '13px 16px',
+                borderRadius: 10,
+                background: 'var(--dg-bg-secondary)',
+                border: 'none',
+                color: 'var(--dg-text-primary)',
+                fontSize: 14,
+                outline: 'none',
+                transition: 'background 0.2s',
+              }}
+              onFocus={(e) => { e.target.style.background = 'var(--dg-bg-tertiary)'; }}
+              onBlur={(e) => { e.target.style.background = 'var(--dg-bg-secondary)'; }}
+            />
+          </div>
 
           <button
             type="submit"
             disabled={loading || !username || !password}
-            className="dg-gradient-bg"
-            style={{ padding: '10px 14px', borderRadius: 8, border: 'none', color: '#fff', fontWeight: 600, fontSize: 14, cursor: loading || !username || !password ? 'not-allowed' : 'pointer', opacity: loading || !username || !password ? 0.6 : 1 }}
+            className="dg-gradient-bg w-full"
+            style={{
+              padding: '13px 20px',
+              borderRadius: 10,
+              border: 'none',
+              color: '#fff',
+              fontWeight: 600,
+              fontSize: 15,
+              cursor: loading || !username || !password ? 'not-allowed' : 'pointer',
+              opacity: loading || !username || !password ? 0.5 : 1,
+              transition: 'opacity 0.2s, transform 0.1s',
+            }}
           >
             {loading ? '登录中…' : '登录'}
           </button>
diff --git a/frontend/src/components/login/SplitView.tsx b/frontend/src/components/login/SplitView.tsx
index fcc0668..c476a8d 100644
--- a/frontend/src/components/login/SplitView.tsx
+++ b/frontend/src/components/login/SplitView.tsx
@@ -1,82 +1,246 @@
 import { useLogin } from '@/hooks/useLogin';
-import { useTheme, THEME_OPTIONS } from '@/hooks/useTheme';
-import { Sun, Moon, Database, Code, GitBranch, Bell, History, UserCog } from 'lucide-react';
-
-const features = [
-  { icon: Database, label: 'SQL审核', desc: '实时查询分析与合规检测' },
-  { icon: Code, label: '智能规则', desc: '自定义审核规则引擎' },
-  { icon: GitBranch, label: '变更管理', desc: 'DDL/DML 变更审批流' },
-  { icon: Bell, label: '即时通知', desc: '多渠道消息推送' },
-  { icon: History, label: '审计追踪', desc: '完整操作历史记录' },
-  { icon: UserCog, label: '权限管理', desc: '基于角色的访问控制' },
-];
 
 export default function SplitView() {
   const { username, password, loading, error, setUsername, setPassword, handleLogin } = useLogin();
-  const { theme, toggleTheme } = useTheme();
-  const isDark = THEME_OPTIONS.find(o => o.id === theme)?.isDark ?? true;
 
   return (
-    <div style={{ display: 'flex', minHeight: '100vh', background: 'var(--dg-bg-primary)', color: 'var(--dg-text-primary)' }}>
-      <button
-        onClick={toggleTheme}
-        style={{ position: 'fixed', top: 20, right: 20, zIndex: 50, background: 'var(--dg-bg-tertiary)', border: 'none', borderRadius: 8, padding: 8, cursor: 'pointer', color: 'var(--dg-text-secondary)' }}
+    <div className="flex min-h-screen" style={{ background: 'var(--dg-bg-primary)', color: 'var(--dg-text-primary)' }}>
+      {/* Left Panel — 55% Brand Area */}
+      <div
+        className="relative overflow-hidden flex items-center justify-center"
+        style={{
+          width: '55%',
+          background: 'linear-gradient(135deg, #0f172a 0%, #1e293b 100%)',
+          padding: '48px 56px',
+        }}
       >
-        {isDark ? <Sun size={18} /> : <Moon size={18} />}
-      </button>
+        {/* Animated geometric decorations */}
+        {/* Large circle — top right */}
+        <div
+          style={{
+            position: 'absolute',
+            top: '-60px',
+            right: '-40px',
+            width: 260,
+            height: 260,
+            borderRadius: '50%',
+            background: 'rgba(99, 102, 241, 0.08)',
+            animation: 'splitFloat1 8s ease-in-out infinite',
+          }}
+        />
+        {/* Medium circle — bottom left */}
+        <div
+          style={{
+            position: 'absolute',
+            bottom: '40px',
+            left: '30px',
+            width: 160,
+            height: 160,
+            borderRadius: '50%',
+            background: 'rgba(139, 92, 246, 0.06)',
+            animation: 'splitFloat2 10s ease-in-out infinite',
+          }}
+        />
+        {/* Small circle — center upper */}
+        <div
+          style={{
+            position: 'absolute',
+            top: '25%',
+            right: '18%',
+            width: 48,
+            height: 48,
+            borderRadius: '50%',
+            background: 'rgba(99, 102, 241, 0.15)',
+            animation: 'splitFloat3 6s ease-in-out infinite',
+          }}
+        />
+        {/* Tiny dot */}
+        <div
+          style={{
+            position: 'absolute',
+            top: '65%',
+            left: '20%',
+            width: 10,
+            height: 10,
+            borderRadius: '50%',
+            background: 'rgba(255,255,255,0.12)',
+            animation: 'splitFloat1 7s ease-in-out infinite',
+          }}
+        />
+        {/* Decorative lines */}
+        <div
+          style={{
+            position: 'absolute',
+            top: '15%',
+            left: '10%',
+            width: 120,
+            height: 1,
+            background: 'linear-gradient(90deg, rgba(99,102,241,0.3), transparent)',
+            transform: 'rotate(-25deg)',
+          }}
+        />
+        <div
+          style={{
+            position: 'absolute',
+            bottom: '25%',
+            right: '10%',
+            width: 180,
+            height: 1,
+            background: 'linear-gradient(90deg, rgba(139,92,246,0.2), transparent)',
+            transform: 'rotate(15deg)',
+          }}
+        />
+        {/* Another small ring */}
+        <div
+          style={{
+            position: 'absolute',
+            bottom: '15%',
+            right: '25%',
+            width: 32,
+            height: 32,
+            borderRadius: '50%',
+            border: '1px solid rgba(99,102,241,0.2)',
+            animation: 'splitFloat2 9s ease-in-out infinite',
+          }}
+        />
 
-      {/* Left Panel */}
-      <div style={{ flex: 1, display: 'flex', flexDirection: 'column', justifyContent: 'center', padding: '48px 40px', background: 'var(--dg-bg-secondary)' }}>
-        <div style={{ maxWidth: 440 }}>
-          <h1 style={{ fontSize: 28, fontWeight: 700, marginBottom: 8 }}>
-            <span className="dg-gradient-text">SQL审核平台</span>
-          </h1>
-          <p style={{ color: 'var(--dg-text-muted)', fontSize: 15, marginBottom: 36, lineHeight: 1.5 }}>
-            企业级 SQL 审核与合规管理平台。
-          </p>
-          <div style={{ display: 'grid', gridTemplateColumns: '1fr 1fr', gap: 16 }}>
-            {features.map((f) => (
-              <div key={f.label} style={{ padding: 16, borderRadius: 10, background: 'var(--dg-bg-tertiary)' }}>
-                <f.icon size={20} className="dg-gradient-text" />
-                <div style={{ fontWeight: 600, fontSize: 13, marginTop: 8 }}>{f.label}</div>
-                <div style={{ fontSize: 12, color: 'var(--dg-text-muted)', marginTop: 2 }}>{f.desc}</div>
-              </div>
-            ))}
+        {/* Brand content */}
+        <div style={{ position: 'relative', zIndex: 2, maxWidth: 420 }}>
+          {/* Logo mark */}
+          <div
+            style={{
+              width: 48,
+              height: 48,
+              borderRadius: 12,
+              background: 'linear-gradient(135deg, #6366f1, #8b5cf6)',
+              display: 'flex',
+              alignItems: 'center',
+              justifyContent: 'center',
+              marginBottom: 40,
+              boxShadow: '0 4px 24px rgba(99,102,241,0.3)',
+            }}
+          >
+            <svg width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="#fff" strokeWidth="2" strokeLinecap="round" strokeLinejoin="round">
+              <ellipse cx="12" cy="5" rx="9" ry="3" />
+              <path d="M21 12c0 1.66-4 3-9 3s-9-1.34-9-3" />
+              <path d="M3 5v14c0 1.66 4 3 9 3s9-1.34 9-3V5" />
+            </svg>
           </div>
+
+          <h1 style={{ fontSize: 40, fontWeight: 700, color: '#fff', marginBottom: 16, letterSpacing: '-0.5px', lineHeight: 1.2 }}>
+            SQL审核平台
+          </h1>
+          <p style={{ color: 'rgba(255,255,255,0.5)', fontSize: 16, lineHeight: 1.7, fontWeight: 400 }}>
+            安全 · 高效 · 可信赖的企业级数据库管理
+          </p>
         </div>
+
+        {/* Keyframe animations */}
+        <style>{`
+          @keyframes splitFloat1 {
+            0%, 100% { transform: translateY(0); }
+            50% { transform: translateY(-20px); }
+          }
+          @keyframes splitFloat2 {
+            0%, 100% { transform: translateY(0); }
+            50% { transform: translateY(15px); }
+          }
+          @keyframes splitFloat3 {
+            0%, 100% { transform: translate(0, 0); }
+            50% { transform: translate(8px, -12px); }
+          }
+        `}</style>
       </div>
 
-      {/* Right Panel — Login Form */}
-      <div style={{ flex: 1, display: 'flex', alignItems: 'center', justifyContent: 'center', padding: 48 }}>
+      {/* Right Panel — 45% Login Form */}
+      <div
+        className="flex items-center justify-center"
+        style={{ width: '45%', padding: 48 }}
+      >
         <form
           onSubmit={handleLogin}
-          style={{ width: '100%', maxWidth: 360, display: 'flex', flexDirection: 'column', gap: 20 }}
+          style={{ width: '100%', maxWidth: 340, display: 'flex', flexDirection: 'column' }}
         >
-          <h2 style={{ fontSize: 22, fontWeight: 600, marginBottom: 4 }}>登录</h2>
-          <p style={{ color: 'var(--dg-text-muted)', fontSize: 14, marginBottom: 8 }}>请输入您的账号信息</p>
+          <h2 style={{ fontSize: 28, fontWeight: 600, marginBottom: 8, color: 'var(--dg-text-primary)' }}>
+            登录
+          </h2>
+          <p style={{ color: 'var(--dg-text-muted)', fontSize: 14, marginBottom: 40 }}>
+            请输入您的账号信息以继续
+          </p>
 
-          {error && <div style={{ color: '#f87171', fontSize: 13 }}>{error}</div>}
+          {error && (
+            <div style={{ color: '#f87171', fontSize: 13, marginBottom: 16, padding: '10px 14px', background: 'rgba(248,113,113,0.08)', borderRadius: 8 }}>
+              {error}
+            </div>
+          )}
 
-          <input
-            type="text"
-            placeholder="用户名"
-            value={username}
-            onChange={(e) => setUsername(e.target.value)}
-            style={{ padding: '10px 14px', borderRadius: 8, background: 'var(--dg-bg-tertiary)', border: '1px solid var(--dg-border)', color: 'var(--dg-text-primary)', fontSize: 14, outline: 'none' }}
-          />
-          <input
-            type="password"
-            placeholder="密码"
-            value={password}
-            onChange={(e) => setPassword(e.target.value)}
-            style={{ padding: '10px 14px', borderRadius: 8, background: 'var(--dg-bg-tertiary)', border: '1px solid var(--dg-border)', color: 'var(--dg-text-primary)', fontSize: 14, outline: 'none' }}
-          />
+          <div style={{ marginBottom: 28 }}>
+            <label style={{ display: 'block', fontSize: 13, fontWeight: 500, color: 'var(--dg-text-secondary)', marginBottom: 8 }}>
+              用户名
+            </label>
+            <input
+              type="text"
+              placeholder="请输入用户名"
+              value={username}
+              onChange={(e) => setUsername(e.target.value)}
+              className="w-full"
+              style={{
+                padding: '12px 0',
+                background: 'transparent',
+                border: 'none',
+                borderBottom: '1px solid var(--dg-border)',
+                borderRadius: 0,
+                color: 'var(--dg-text-primary)',
+                fontSize: 15,
+                outline: 'none',
+                transition: 'border-color 0.2s',
+              }}
+              onFocus={(e) => { e.target.style.borderBottomColor = '#6366f1'; }}
+              onBlur={(e) => { e.target.style.borderBottomColor = 'var(--dg-border)'; }}
+            />
+          </div>
+
+          <div style={{ marginBottom: 36 }}>
+            <label style={{ display: 'block', fontSize: 13, fontWeight: 500, color: 'var(--dg-text-secondary)', marginBottom: 8 }}>
+              密码
+            </label>
+            <input
+              type="password"
+              placeholder="请输入密码"
+              value={password}
+              onChange={(e) => setPassword(e.target.value)}
+              className="w-full"
+              style={{
+                padding: '12px 0',
+                background: 'transparent',
+                border: 'none',
+                borderBottom: '1px solid var(--dg-border)',
+                borderRadius: 0,
+                color: 'var(--dg-text-primary)',
+                fontSize: 15,
+                outline: 'none',
+                transition: 'border-color 0.2s',
+              }}
+              onFocus={(e) => { e.target.style.borderBottomColor = '#6366f1'; }}
+              onBlur={(e) => { e.target.style.borderBottomColor = 'var(--dg-border)'; }}
+            />
+          </div>
 
           <button
             type="submit"
             disabled={loading || !username || !password}
-            className="dg-gradient-bg"
-            style={{ padding: '10px 14px', borderRadius: 8, border: 'none', color: '#fff', fontWeight: 600, fontSize: 14, cursor: loading || !username || !password ? 'not-allowed' : 'pointer', opacity: loading || !username || !password ? 0.6 : 1 }}
+            className="dg-gradient-bg w-full"
+            style={{
+              padding: '13px 20px',
+              borderRadius: 10,
+              border: 'none',
+              color: '#fff',
+              fontWeight: 600,
+              fontSize: 15,
+              cursor: loading || !username || !password ? 'not-allowed' : 'pointer',
+              opacity: loading || !username || !password ? 0.5 : 1,
+              transition: 'opacity 0.2s, transform 0.1s',
+            }}
           >
             {loading ? '登录中…' : '登录'}
           </button>
diff --git a/frontend/src/pages/AppearanceSettings.tsx b/frontend/src/pages/AppearanceSettings.tsx
index 38d75da..37596ae 100644
--- a/frontend/src/pages/AppearanceSettings.tsx
+++ b/frontend/src/pages/AppearanceSettings.tsx
@@ -5,6 +5,15 @@ import { Check, Save, Loader2 } from 'lucide-react';
 import api from '@/api/request';
 import { toast } from '@/hooks/useToast';
 
+// Login style preview color themes (independent from app theme)
+const LOGIN_PREVIEW_COLORS: Record<LoginStyle, { bg: string; accent: string; label: string }> = {
+  split: { bg: 'linear-gradient(135deg, #0f172a 0%, #1e293b 100%)', accent: '#6366f1', label: 'Linear/Notion' },
+  centered: { bg: 'radial-gradient(ellipse at 50% 40%, #0a0a1a 0%, #1a0a2e 100%)', accent: '#8b5cf6', label: 'Stripe/Vercel' },
+  sidepanel: { bg: 'linear-gradient(180deg, #111827 0%, #1f2937 100%)', accent: '#6366f1', label: 'Slack/Figma' },
+  fullimage: { bg: '#0d1117', accent: '#6366f1', label: 'GitHub/AWS' },
+  minimal: { bg: '#0a0a0a', accent: '#8b5cf6', label: 'Apple/Linear' },
+};
+
 export default function AppearanceSettings() {
   const { theme, setTheme } = useTheme();
   const [loginStyle, setLoginStyle] = useState<LoginStyle>('split');
@@ -12,12 +21,10 @@ export default function AppearanceSettings() {
   const [loading, setLoading] = useState(true);
   const [dirty, setDirty] = useState(false);
 
-  // Load preferences from backend on mount
   useEffect(() => {
     api.get<{ theme?: string; login_style?: string }>('/user/preferences')
       .then(prefs => {
         if (prefs?.theme) {
-          // Backward compat: map old values
           const t = prefs.theme;
           if (t === 'dark' || t === 'light') {
             setTheme(t === 'dark' ? 'ocean-deep' : 'light-professional');
@@ -28,7 +35,6 @@ export default function AppearanceSettings() {
         if (prefs?.login_style) setLoginStyle(prefs.login_style as LoginStyle);
       })
       .catch(() => {
-        // Fallback to localStorage
         const stored = localStorage.getItem('login-style') as LoginStyle | null;
         if (stored) setLoginStyle(stored);
       })
@@ -71,10 +77,10 @@ export default function AppearanceSettings() {
   }
 
   return (
-    <div className="space-y-8">
-      {/* Theme Mode */}
+    <div className="space-y-10">
+      {/* ===== Theme Mode Section ===== */}
       <div>
-        <h3 className="text-sm font-semibold mb-1">主题模式</h3>
+        <h3 className="text-sm font-semibold mb-1">界面配色</h3>
         <p className="text-xs text-[var(--dg-text-muted)] mb-4">选择界面配色方案，即时预览效果</p>
         <div className="grid grid-cols-5 gap-3">
           {THEME_OPTIONS.map(opt => (
@@ -87,7 +93,7 @@ export default function AppearanceSettings() {
             >
               {/* Color preview swatch */}
               <div
-                className="w-full h-6 rounded-md mb-3"
+                className="w-full h-8 rounded-lg mb-3"
                 style={{
                   background: opt.isDark
                     ? `linear-gradient(135deg, ${opt.primaryColor} 0%, color-mix(in srgb, ${opt.primaryColor} 40%, #1a1a2e) 50%, #0d1117 100%)`
@@ -109,100 +115,114 @@ export default function AppearanceSettings() {
         </div>
       </div>
 
-      {/* Login Page Style */}
+      {/* ===== Login Page Style Section ===== */}
       <div>
         <h3 className="text-sm font-semibold mb-1">登录页风格</h3>
-        <p className="text-xs text-[var(--dg-text-muted)] mb-4">选择登录页面的视觉风格，保存后退出登录即可看到效果</p>
+        <p className="text-xs text-[var(--dg-text-muted)] mb-4">选择登录页面的视觉风格，保存后退出登录即可预览</p>
         <div className="grid grid-cols-5 gap-3">
-          {LOGIN_STYLE_OPTIONS.map(opt => (
-            <button
-              key={opt.id}
-              onClick={() => handleLoginStyleChange(opt.id)}
-              className={`group relative rounded-xl p-4 text-left transition-all ${
-                loginStyle === opt.id
-                  ? 'bg-blue-500/10 ring-1 ring-blue-500/30'
-                  : 'bg-[var(--dg-bg-tertiary)] hover:bg-[var(--dg-bg-hover)]'
-              }`}
-            >
-              {/* Thumbnail preview */}
-              <div className={`w-full aspect-[4/3] rounded-lg mb-3 overflow-hidden ${
-                opt.id === 'split' ? 'flex' :
-                opt.id === 'centered' ? 'flex items-center justify-center dg-gradient-br' :
-                opt.id === 'sidepanel' ? 'flex' :
-                opt.id === 'fullimage' ? 'flex items-center justify-center' :
-                'flex items-center justify-center bg-[#0a0a0a]'
-              }`}>
-                {opt.id === 'split' && (
-                  <>
-                    <div className="flex-1 bg-[var(--dg-bg-primary)] p-1.5">
-                      <div className="w-3 h-1 rounded-sm bg-blue-500/30 mb-1" />
-                      <div className="grid grid-cols-2 gap-0.5">
-                        {[0,1,2,3].map(i => <div key={i} className="h-1.5 rounded-sm bg-[var(--dg-bg-tertiary)]" />)}
+          {LOGIN_STYLE_OPTIONS.map(opt => {
+            const preview = LOGIN_PREVIEW_COLORS[opt.id];
+            return (
+              <button
+                key={opt.id}
+                onClick={() => handleLoginStyleChange(opt.id)}
+                className={`group relative rounded-xl p-4 text-left transition-all ${
+                  loginStyle === opt.id
+                    ? 'ring-2 ring-indigo-500/50 bg-[var(--dg-bg-tertiary)]'
+                    : 'bg-[var(--dg-bg-tertiary)] hover:bg-[var(--dg-bg-hover)]'
+                }`}
+              >
+                {/* Login style miniature preview */}
+                <div
+                  className="w-full aspect-[4/3] rounded-lg mb-3 overflow-hidden relative"
+                  style={{ background: preview.bg }}
+                >
+                  {/* Abstract mini layout */}
+                  {opt.id === 'split' && (
+                    <>
+                      <div className="absolute inset-0 flex">
+                        <div className="flex-1 p-2 flex flex-col justify-center gap-1">
+                          <div className="w-6 h-1.5 rounded-sm" style={{ background: 'rgba(255,255,255,0.3)' }} />
+                          <div className="w-8 h-1 rounded-sm" style={{ background: 'rgba(255,255,255,0.15)' }} />
+                        </div>
+                        <div className="w-2/5 bg-[var(--dg-bg-secondary)] p-2 flex flex-col justify-center gap-1">
+                          <div className="h-0.5 rounded-sm bg-[var(--dg-bg-hover)]" />
+                          <div className="h-0.5 rounded-sm bg-[var(--dg-bg-hover)]" />
+                          <div className="h-1 rounded-sm mt-0.5" style={{ background: preview.accent, opacity: 0.6 }} />
+                        </div>
+                      </div>
+                    </>
+                  )}
+                  {opt.id === 'centered' && (
+                    <div className="absolute inset-0 flex items-center justify-center">
+                      <div className="w-3/4 rounded-lg p-2 flex flex-col items-center gap-1" style={{ background: 'rgba(255,255,255,0.04)', backdropFilter: 'blur(4px)', border: '1px solid rgba(255,255,255,0.06)' }}>
+                        <div className="w-4 h-1 rounded-sm" style={{ background: 'rgba(255,255,255,0.4)' }} />
+                        <div className="w-6 h-0.5 rounded-sm" style={{ background: 'rgba(255,255,255,0.15)' }} />
+                        <div className="w-full h-0.5 rounded-sm" style={{ background: 'rgba(255,255,255,0.08)' }} />
+                        <div className="w-full h-0.5 rounded-sm" style={{ background: 'rgba(255,255,255,0.08)' }} />
+                        <div className="w-full h-1 rounded-sm mt-0.5" style={{ background: preview.accent, opacity: 0.5 }} />
                       </div>
                     </div>
-                    <div className="w-2/5 bg-[var(--dg-bg-secondary)] p-1.5 flex flex-col gap-0.5 justify-center">
-                      <div className="h-1 rounded-sm bg-[var(--dg-bg-tertiary)]" />
-                      <div className="h-1 rounded-sm bg-[var(--dg-bg-tertiary)]" />
-                      <div className="h-1.5 rounded-sm dg-gradient-bg opacity-60" />
+                  )}
+                  {opt.id === 'sidepanel' && (
+                    <div className="absolute inset-0 flex">
+                      <div className="w-[38%] p-2 flex flex-col justify-end gap-1" style={{ background: preview.bg }}>
+                        <div className="flex flex-wrap gap-0.5">
+                          {['SQL', 'DDL', 'ACL'].map(t => (
+                            <span key={t} className="px-1 rounded text-[5px]" style={{ background: 'rgba(255,255,255,0.08)', color: 'rgba(255,255,255,0.5)' }}>{t}</span>
+                          ))}
+                        </div>
+                      </div>
+                      <div className="flex-1 bg-[var(--dg-bg-primary)] p-2 flex flex-col justify-center gap-1">
+                        <div className="h-0.5 rounded-sm bg-[var(--dg-bg-hover)]" />
+                        <div className="h-0.5 rounded-sm bg-[var(--dg-bg-hover)]" />
+                        <div className="h-1 rounded-sm mt-0.5" style={{ background: preview.accent, opacity: 0.5 }} />
+                      </div>
                     </div>
-                  </>
-                )}
-                {opt.id === 'centered' && (
-                  <div className="w-3/4 bg-white/10 backdrop-blur rounded-md p-1.5 flex flex-col gap-0.5 items-center">
-                    <div className="w-4 h-1 rounded-sm bg-white/40" />
-                    <div className="w-6 h-1 rounded-sm bg-white/20" />
-                    <div className="w-full h-1 rounded-sm bg-white/15" />
-                    <div className="w-full h-1 rounded-sm bg-white/15" />
-                    <div className="w-full h-1.5 rounded-sm bg-white/30" />
-                  </div>
-                )}
-                {opt.id === 'sidepanel' && (
-                  <>
-                    <div className="w-2/5 dg-gradient-br p-1.5 flex flex-col justify-center items-center gap-0.5">
-                      <div className="w-3 h-3 rounded-full bg-white/20" />
-                      <div className="w-4 h-0.5 rounded-sm bg-white/15" />
+                  )}
+                  {opt.id === 'fullimage' && (
+                    <div className="absolute inset-0">
+                      {/* Grid dots */}
+                      <div className="absolute inset-0" style={{
+                        backgroundImage: 'radial-gradient(circle, rgba(99,102,241,0.15) 0.5px, transparent 0.5px)',
+                        backgroundSize: '12px 12px',
+                      }} />
+                      {/* Center card */}
+                      <div className="absolute inset-0 flex items-center justify-center">
+                        <div className="w-3/4 rounded p-1.5 flex flex-col items-center gap-0.5" style={{ background: 'rgba(0,0,0,0.4)', border: '1px solid rgba(255,255,255,0.06)' }}>
+                          <div className="w-3 h-0.5 rounded-sm" style={{ background: 'rgba(255,255,255,0.25)' }} />
+                          <div className="w-full h-0.5 rounded-sm" style={{ background: 'rgba(255,255,255,0.06)' }} />
+                          <div className="w-full h-0.5 rounded-sm" style={{ background: 'rgba(255,255,255,0.06)' }} />
+                          <div className="w-full h-0.5 rounded-sm mt-0.5" style={{ background: preview.accent, opacity: 0.4 }} />
+                        </div>
+                      </div>
                     </div>
-                    <div className="flex-1 bg-[var(--dg-bg-primary)] p-1.5 flex flex-col gap-0.5 justify-center">
-                      <div className="h-1 rounded-sm bg-[var(--dg-bg-tertiary)]" />
-                      <div className="h-1 rounded-sm bg-[var(--dg-bg-tertiary)]" />
-                      <div className="h-1.5 rounded-sm dg-gradient-bg opacity-60" />
+                  )}
+                  {opt.id === 'minimal' && (
+                    <div className="absolute inset-0 flex flex-col items-center justify-center gap-1.5 p-2">
+                      <div className="w-2 h-2 rounded-full" style={{ background: `linear-gradient(135deg, ${preview.accent}, #a855f7)` }} />
+                      <div className="w-8 h-0.5 rounded-sm" style={{ background: 'rgba(255,255,255,0.15)' }} />
+                      <div className="w-6 h-px my-1" style={{ background: 'rgba(255,255,255,0.1)' }} />
+                      <div className="w-full h-0.5 rounded-sm" style={{ background: 'rgba(255,255,255,0.06)' }} />
+                      <div className="w-full h-0.5 rounded-sm" style={{ background: 'rgba(255,255,255,0.06)' }} />
+                      <div className="w-full h-0.5 rounded-sm mt-0.5" style={{ background: preview.accent, opacity: 0.4 }} />
                     </div>
-                  </>
-                )}
-                {opt.id === 'fullimage' && (
-                  <div className="w-full h-full" style={{
-                    background: 'repeating-linear-gradient(0deg, transparent, transparent 8px, rgba(59,130,246,0.15) 8px, rgba(59,130,246,0.15) 9px), repeating-linear-gradient(90deg, transparent, transparent 8px, rgba(59,130,246,0.15) 8px, rgba(59,130,246,0.15) 9px)',
-                  }}>
-                    <div className="w-3/4 mx-auto mt-3 bg-black/40 backdrop-blur rounded-md p-1.5 flex flex-col gap-0.5 items-center">
-                      <div className="w-3 h-0.5 rounded-sm bg-white/30" />
-                      <div className="w-full h-0.5 rounded-sm bg-white/10" />
-                      <div className="w-full h-0.5 rounded-sm bg-white/10" />
-                      <div className="w-full h-1 rounded-sm bg-blue-500/40" />
-                    </div>
-                  </div>
-                )}
-                {opt.id === 'minimal' && (
-                  <div className="w-full h-full flex flex-col items-center justify-center gap-1 p-2">
-                    <div className="w-4 h-1 rounded-sm bg-white/20" />
-                    <div className="w-6 h-0.5 rounded-sm bg-white/10" />
-                    <div className="w-full h-1 rounded-sm bg-white/8" />
-                    <div className="w-full h-1 rounded-sm bg-white/8" />
-                    <div className="w-full h-1.5 rounded-sm bg-white/15" />
-                  </div>
-                )}
-              </div>
-
-              {/* Active check mark */}
-              {loginStyle === opt.id && (
-                <div className="absolute top-2 right-2 w-5 h-5 rounded-full bg-blue-500 flex items-center justify-center">
-                  <Check className="w-3 h-3 text-white" />
+                  )}
                 </div>
-              )}
 
-              <h4 className="text-sm font-medium mb-0.5">{opt.name}</h4>
-              <p className="text-xs text-[var(--dg-text-muted)]">{opt.desc}</p>
-            </button>
-          ))}
+                {/* Active check mark */}
+                {loginStyle === opt.id && (
+                  <div className="absolute top-2 right-2 w-5 h-5 rounded-full bg-indigo-500 flex items-center justify-center">
+                    <Check className="w-3 h-3 text-white" />
+                  </div>
+                )}
+
+                <h4 className="text-sm font-medium mb-0.5">{opt.name}</h4>
+                <p className="text-xs text-[var(--dg-text-muted)] leading-snug">{opt.desc}</p>
+                <p className="text-[10px] text-[var(--dg-text-muted)] mt-1 opacity-60">{preview.label}</p>
+              </button>
+            );
+          })}
         </div>
       </div>