diff --git a/frontend/components/EmptyState.js b/frontend/components/EmptyState.js
new file mode 100644
index 0000000..0153da4
--- /dev/null
+++ b/frontend/components/EmptyState.js
@@ -0,0 +1,27 @@
+import { Icon } from './icons';
+
+export default function EmptyState({
+  icon = 'info',
+  title = '暂无数据',
+  description = '这里还没有内容',
+  action,
+  actionLabel,
+  onAction,
+}) {
+  return (
+    <div className="empty-state-enhanced">
+      <div className="empty-state-illustration">
+        <div className="empty-state-bg">
+          <Icon name={icon} size={32} />
+        </div>
+      </div>
+      <h3 className="empty-state-title">{title}</h3>
+      {description && <p className="empty-state-description">{description}</p>}
+      {action && (
+        <button type="button" className="btn btn-primary empty-state-action" onClick={onAction}>
+          {actionLabel}
+        </button>
+      )}
+    </div>
+  );
+}
diff --git a/frontend/components/PageTransition.js b/frontend/components/PageTransition.js
new file mode 100644
index 0000000..e5daa37
--- /dev/null
+++ b/frontend/components/PageTransition.js
@@ -0,0 +1,41 @@
+import { useEffect, useState } from 'react';
+import { useRouter } from 'next/router';
+
+export default function PageTransition({ children }) {
+  const router = useRouter();
+  const [isAnimating, setIsAnimating] = useState(false);
+  const [displayChildren, setDisplayChildren] = useState(children);
+
+  useEffect(() => {
+    const handleRouteChangeStart = () => {
+      setIsAnimating(true);
+    };
+
+    const handleRouteChangeComplete = () => {
+      setDisplayChildren(children);
+      setTimeout(() => {
+        setIsAnimating(false);
+      }, 50);
+    };
+
+    router.events.on('routeChangeStart', handleRouteChangeStart);
+    router.events.on('routeChangeComplete', handleRouteChangeComplete);
+
+    return () => {
+      router.events.off('routeChangeStart', handleRouteChangeStart);
+      router.events.off('routeChangeComplete', handleRouteChangeComplete);
+    };
+  }, [router, children]);
+
+  useEffect(() => {
+    if (!isAnimating) {
+      setDisplayChildren(children);
+    }
+  }, [children, isAnimating]);
+
+  return (
+    <div className={`page-transition ${isAnimating ? 'page-transition--entering' : 'page-transition--active'}`}>
+      {displayChildren}
+    </div>
+  );
+}
diff --git a/frontend/components/SwipeableItem.js b/frontend/components/SwipeableItem.js
new file mode 100644
index 0000000..eed4897
--- /dev/null
+++ b/frontend/components/SwipeableItem.js
@@ -0,0 +1,93 @@
+import { useState, useRef, useCallback } from 'react';
+
+export default function SwipeableItem({
+  children,
+  onSwipeLeft,
+  renderRightActions,
+  swipeThreshold = 80,
+}) {
+  const [isSwiping, setIsSwiping] = useState(false);
+  const [translateX, setTranslateX] = useState(0);
+  const [isRevealed, setIsRevealed] = useState(false);
+  const startXRef = useRef(0);
+  const currentXRef = useRef(0);
+  const itemRef = useRef(null);
+
+  const handleTouchStart = useCallback((e) => {
+    startXRef.current = e.touches[0].clientX;
+    currentXRef.current = startXRef.current;
+    setIsSwiping(true);
+  }, []);
+
+  const handleTouchMove = useCallback((e) => {
+    if (!isSwiping) return;
+
+    currentXRef.current = e.touches[0].clientX;
+    const diff = currentXRef.current - startXRef.current;
+
+    // Only allow swiping left (negative diff)
+    if (diff < 0) {
+      // Limit the swipe distance
+      const newTranslateX = Math.max(diff, -swipeThreshold - 20);
+      setTranslateX(newTranslateX);
+    } else if (isRevealed) {
+      // If already revealed, allow swiping right to close
+      const newTranslateX = Math.min(0, -swipeThreshold + diff);
+      setTranslateX(newTranslateX);
+    }
+  }, [isSwiping, isRevealed, swipeThreshold]);
+
+  const handleTouchEnd = useCallback(() => {
+    setIsSwiping(false);
+    const diff = currentXRef.current - startXRef.current;
+
+    if (diff < -swipeThreshold / 2 || (isRevealed && diff > -swipeThreshold / 2)) {
+      // Reveal actions
+      setTranslateX(-swipeThreshold);
+      setIsRevealed(true);
+    } else {
+      // Snap back
+      setTranslateX(0);
+      setIsRevealed(false);
+    }
+  }, [isRevealed, swipeThreshold]);
+
+  const handleClose = useCallback(() => {
+    setTranslateX(0);
+    setIsRevealed(false);
+  }, []);
+
+  const handleActionClick = useCallback((callback) => {
+    callback?.();
+    handleClose();
+  }, [handleClose]);
+
+  return (
+    <div className="swipeable-item" ref={itemRef}>
+      <div
+        className={`swipeable-content ${isSwiping ? 'is-swiping' : ''}`}
+        style={{
+          transform: `translateX(${translateX}px)`,
+          transition: isSwiping ? 'none' : 'transform 0.2s ease-out',
+        }}
+        onTouchStart={handleTouchStart}
+        onTouchMove={handleTouchMove}
+        onTouchEnd={handleTouchEnd}
+        onTouchCancel={handleTouchEnd}
+      >
+        {children}
+      </div>
+      {renderRightActions && (
+        <div
+          className="swipeable-actions"
+          style={{
+            opacity: isRevealed || translateX < 0 ? 1 : 0,
+            transition: 'opacity 0.2s ease-out',
+          }}
+        >
+          {renderRightActions(handleActionClick)}
+        </div>
+      )}
+    </div>
+  );
+}
diff --git a/frontend/pages/_app.js b/frontend/pages/_app.js
index 798f429..9046097 100644
--- a/frontend/pages/_app.js
+++ b/frontend/pages/_app.js
@@ -2,6 +2,7 @@ import { SWRConfig } from 'swr';
 import ErrorBoundary from '../components/ErrorBoundary';
 import { ToastProvider } from '../components/ToastProvider';
 import { ConfirmProvider } from '../components/ConfirmProvider';
+import PageTransition from '../components/PageTransition';
 import { swrConfig } from '../lib/swr-config';
 import '../styles/globals.css';
 
@@ -11,7 +12,9 @@ export default function App({ Component, pageProps }) {
       <SWRConfig value={swrConfig}>
         <ConfirmProvider>
           <ToastProvider>
-            <Component {...pageProps} />
+            <PageTransition>
+              <Component {...pageProps} />
+            </PageTransition>
           </ToastProvider>
         </ConfirmProvider>
       </SWRConfig>
diff --git a/frontend/pages/index.js b/frontend/pages/index.js
index 8d4da8f..6e1de03 100644
--- a/frontend/pages/index.js
+++ b/frontend/pages/index.js
@@ -4,10 +4,12 @@ import { isLoggedIn, getRecords, getStats, createRecord, updateRecord, deleteRec
 import AppShell from '../components/AppShell';
 import { Icon } from '../components/icons';
 import RecordModal from '../components/RecordModal';
+import SwipeableItem from '../components/SwipeableItem';
+import EmptyState from '../components/EmptyState';
 import { useToast } from '../components/ToastProvider';
 import { useConfirm } from '../components/ConfirmProvider';
 import { useCategories } from '../hooks/useCategories';
-import { getMonthStr, formatMoney, formatMonth, parseDateTime, getDatePart } from '../lib/utils';
+import { getMonthStr, formatMoney, formatMonth, parseDateTime } from '../lib/utils';
 
 export default function Home() {
   const router = useRouter();
@@ -191,6 +193,23 @@ export default function Home() {
     }
   };
 
+  const handleQuickDelete = async (record) => {
+    const shouldDelete = await confirm({
+      title: '删除这条记录？',
+      description: `${record.category} ${record.type === 'income' ? '+' : '-'}${formatMoney(record.amount)}`,
+      confirmText: '删除',
+    });
+    if (!shouldDelete) return;
+
+    try {
+      await deleteRecord(record.id);
+      setRecords(prev => prev.filter(r => r.id !== record.id));
+      showToast('记录已删除', { tone: 'success' });
+    } catch (err) {
+      showToast(err.message, { tone: 'error' });
+    }
+  };
+
   const groupedRecords = useMemo(() => {
     return records.reduce((groups, record) => {
       const date = getDatePart(record.date);
@@ -286,10 +305,14 @@ export default function Home() {
         {loading ? (
           <div className="loading-state">加载中...</div>
         ) : records.length === 0 ? (
-          <div className="empty-state empty-state--card">
-            <div className="empty-state__icon"><Icon name="info" size={24} /></div>
-            <p>暂无记录，点击上方按钮添加。</p>
-          </div>
+          <EmptyState
+            icon="info"
+            title="暂无记录"
+            description={typeFilter === 'all' ? '本月还没有记账，点击下方按钮添加第一笔记录' : '该类型下暂无记录'}
+            action
+            actionLabel="添加记录"
+            onAction={openAddModal}
+          />
         ) : (
           <div className="records-list records-list--flush">
             {sortedDates.map((date) => (
@@ -301,19 +324,44 @@ export default function Home() {
                 {groupedRecords[date].map((record) => {
                   const icon = categoryIconMap[`${record.type}:${record.category}`] || '📝';
                   return (
-                    <button key={record.id} type="button" className="record-item" onClick={() => openEditModal(record)}>
-                      <div className="record-left">
-                        <div className="record-icon">{icon}</div>
-                        <div className="record-info">
-                          <div className="record-category">{record.category}</div>
-                          {record.note && <div className="record-note">{record.note}</div>}
+                    <SwipeableItem
+                      key={record.id}
+                      onSwipeLeft={() => openEditModal(record)}
+                      renderRightActions={(handleAction) => (
+                        <>
+                          <button
+                            type="button"
+                            className="swipeable-action swipeable-action--edit"
+                            onClick={() => handleAction(() => openEditModal(record))}
+                            aria-label="编辑"
+                          >
+                            <Icon name="edit" size={20} />
+                          </button>
+                          <button
+                            type="button"
+                            className="swipeable-action swipeable-action--delete"
+                            onClick={() => handleAction(() => handleQuickDelete(record))}
+                            aria-label="删除"
+                          >
+                            <Icon name="trash" size={20} />
+                          </button>
+                        </>
+                      )}
+                    >
+                      <button type="button" className="record-item" onClick={() => openEditModal(record)}>
+                        <div className="record-left">
+                          <div className="record-icon">{icon}</div>
+                          <div className="record-info">
+                            <div className="record-category">{record.category}</div>
+                            {record.note && <div className="record-note">{record.note}</div>}
+                          </div>
                         </div>
-                      </div>
-                      <div className={`record-amount ${record.type}`}>
-                        {record.type === 'income' ? '+' : '-'}
-                        {formatMoney(record.amount)}
-                      </div>
-                    </button>
+                        <div className={`record-amount ${record.type}`}>
+                          {record.type === 'income' ? '+' : '-'}
+                          {formatMoney(record.amount)}
+                        </div>
+                      </button>
+                    </SwipeableItem>
                   );
                 })}
               </div>
diff --git a/frontend/styles/globals.css b/frontend/styles/globals.css
index 7926c48..6f8a6eb 100644
--- a/frontend/styles/globals.css
+++ b/frontend/styles/globals.css
@@ -564,24 +564,77 @@ textarea:focus-visible {
   text-align: left;
   border: 1px solid rgba(148, 163, 184, 0.12);
   background: rgba(255, 255, 255, 0.82);
-  box-shadow: inset 0 0 0 1px rgba(255, 255, 255, 0.45);
+  box-shadow: inset 0 0 0 1px rgba(255, 255, 255, 0.45), 0 2px 8px rgba(15, 23, 42, 0.04);
   cursor: pointer;
   transition: transform var(--transition), box-shadow var(--transition), border-color var(--transition), background var(--transition);
 }
 
 .stat-card:hover {
-  transform: translateY(-1px);
-  box-shadow: var(--shadow-xs);
+  transform: translateY(-2px);
+  box-shadow: 0 8px 24px rgba(15, 23, 42, 0.08);
+}
+
+.stat-card:active {
+  transform: translateY(0) scale(0.98);
 }
 
 .stat-card.active {
   border-color: rgba(37, 99, 235, 0.3);
   background: rgba(240, 246, 255, 0.96);
-  box-shadow: 0 10px 24px rgba(37, 99, 235, 0.08);
+  box-shadow: 0 10px 28px rgba(37, 99, 235, 0.12);
+}
+
+/* Income stat card with gradient */
+.stat-card:has(.income) {
+  background: linear-gradient(135deg, rgba(5, 150, 105, 0.08) 0%, rgba(5, 150, 105, 0.02) 100%);
+  border-color: rgba(5, 150, 105, 0.15);
+}
+
+.stat-card:has(.income):hover {
+  background: linear-gradient(135deg, rgba(5, 150, 105, 0.12) 0%, rgba(5, 150, 105, 0.04) 100%);
+  border-color: rgba(5, 150, 105, 0.22);
+  box-shadow: 0 8px 24px rgba(5, 150, 105, 0.1);
+}
+
+.stat-card:has(.income).active {
+  background: linear-gradient(135deg, rgba(5, 150, 105, 0.16) 0%, rgba(5, 150, 105, 0.06) 100%);
+  border-color: rgba(5, 150, 105, 0.3);
+  box-shadow: 0 10px 28px rgba(5, 150, 105, 0.14);
+}
+
+/* Expense stat card with gradient */
+.stat-card:has(.expense) {
+  background: linear-gradient(135deg, rgba(220, 38, 38, 0.08) 0%, rgba(220, 38, 38, 0.02) 100%);
+  border-color: rgba(220, 38, 38, 0.15);
+}
+
+.stat-card:has(.expense):hover {
+  background: linear-gradient(135deg, rgba(220, 38, 38, 0.12) 0%, rgba(220, 38, 38, 0.04) 100%);
+  border-color: rgba(220, 38, 38, 0.22);
+  box-shadow: 0 8px 24px rgba(220, 38, 38, 0.1);
+}
+
+.stat-card:has(.expense).active {
+  background: linear-gradient(135deg, rgba(220, 38, 38, 0.16) 0%, rgba(220, 38, 38, 0.06) 100%);
+  border-color: rgba(220, 38, 38, 0.3);
+  box-shadow: 0 10px 28px rgba(220, 38, 38, 0.14);
 }
 
 .stat-card--balance {
-  background: rgba(255, 255, 255, 0.82);
+  background: linear-gradient(135deg, rgba(37, 99, 235, 0.08) 0%, rgba(37, 99, 235, 0.02) 100%);
+  border-color: rgba(37, 99, 235, 0.15);
+}
+
+.stat-card--balance:hover {
+  background: linear-gradient(135deg, rgba(37, 99, 235, 0.12) 0%, rgba(37, 99, 235, 0.04) 100%);
+  border-color: rgba(37, 99, 235, 0.22);
+  box-shadow: 0 8px 24px rgba(37, 99, 235, 0.1);
+}
+
+.stat-card--balance.active {
+  background: linear-gradient(135deg, rgba(37, 99, 235, 0.16) 0%, rgba(37, 99, 235, 0.06) 100%);
+  border-color: rgba(37, 99, 235, 0.3);
+  box-shadow: 0 10px 28px rgba(37, 99, 235, 0.14);
 }
 
 .label {
@@ -1817,31 +1870,53 @@ textarea:focus-visible {
 .bottom-nav__inner {
   display: grid;
   grid-template-columns: repeat(4, minmax(0, 1fr));
-  gap: 6px;
-  padding: 10px 10px 11px;
-  border-radius: 22px 22px 0 0;
-  background: rgba(255, 255, 255, 0.84);
-  border: 1px solid rgba(255, 255, 255, 0.66);
-  box-shadow: 0 -12px 30px rgba(15, 23, 42, 0.06);
+  gap: 4px;
+  padding: 6px 8px calc(6px + env(safe-area-inset-bottom));
+  border-radius: 20px 20px 0 0;
+  background: rgba(255, 255, 255, 0.88);
+  border: 1px solid rgba(255, 255, 255, 0.7);
+  box-shadow: 0 -8px 24px rgba(15, 23, 42, 0.05);
   backdrop-filter: blur(24px);
 }
 
 .bottom-nav__item {
-  min-height: 54px;
-  display: grid;
-  justify-items: center;
-  align-content: center;
-  gap: 4px;
-  padding: 7px 4px;
-  border-radius: 16px;
+  min-height: 48px;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  gap: 3px;
+  padding: 5px 4px;
+  border-radius: 14px;
   color: var(--text-tertiary);
   cursor: pointer;
   transition: background var(--transition), color var(--transition), transform var(--transition);
+  position: relative;
+  overflow: hidden;
+}
+
+.bottom-nav__item::before {
+  content: '';
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 0;
+  height: 0;
+  background: rgba(37, 99, 235, 0.1);
+  border-radius: 50%;
+  transform: translate(-50%, -50%);
+  transition: width 0.3s ease, height 0.3s ease;
+}
+
+.bottom-nav__item:active::before {
+  width: 100%;
+  height: 100%;
 }
 
 .bottom-nav__item span {
-  font-size: 0.74rem;
-  font-weight: 700;
+  font-size: 0.7rem;
+  font-weight: 600;
+  letter-spacing: 0.02em;
 }
 
 .bottom-nav__item.is-active {
@@ -1849,6 +1924,18 @@ textarea:focus-visible {
   color: var(--primary);
 }
 
+.bottom-nav__item.is-active::before {
+  display: none;
+}
+
+.bottom-nav__item .icon {
+  transition: transform 0.2s ease;
+}
+
+.bottom-nav__item:active .icon {
+  transform: scale(0.9);
+}
+
 .checkbox-label {
   display: inline-flex;
   align-items: center;
@@ -2191,6 +2278,133 @@ textarea:focus-visible {
   to { transform: rotate(360deg); }
 }
 
-.is-spinning {
-  animation: spin 1s linear infinite;
+/* Swipeable Item */
+.swipeable-item {
+  position: relative;
+  overflow: hidden;
+}
+
+.swipeable-content {
+  position: relative;
+  z-index: 1;
+  background: var(--surface);
+  cursor: grab;
+}
+
+.swipeable-content.is-swiping {
+  cursor: grabbing;
+}
+
+.swipeable-actions {
+  position: absolute;
+  top: 0;
+  right: 0;
+  bottom: 0;
+  display: flex;
+  align-items: center;
+  justify-content: flex-end;
+  gap: 8px;
+  padding: 0 12px;
+  background: transparent;
+  z-index: 0;
+}
+
+.swipeable-action {
+  width: 56px;
+  height: 56px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  border-radius: 14px;
+  cursor: pointer;
+  transition: transform 0.15s ease, box-shadow 0.15s ease;
+}
+
+.swipeable-action:active {
+  transform: scale(0.92);
+}
+
+.swipeable-action--edit {
+  background: var(--primary-soft);
+  color: var(--primary);
+}
+
+.swipeable-action--delete {
+  background: var(--expense-soft);
+  color: var(--expense);
+}
+
+/* Empty State Enhanced */
+.empty-state-enhanced {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  padding: 40px 24px;
+  text-align: center;
+}
+
+.empty-state-illustration {
+  position: relative;
+  margin-bottom: 20px;
+}
+
+.empty-state-bg {
+  width: 80px;
+  height: 80px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  border-radius: 24px;
+  background: linear-gradient(135deg, rgba(37, 99, 235, 0.1) 0%, rgba(37, 99, 235, 0.04) 100%);
+  color: var(--primary);
+  position: relative;
+}
+
+.empty-state-bg::before {
+  content: '';
+  position: absolute;
+  inset: -8px;
+  background: radial-gradient(circle, rgba(37, 99, 235, 0.08) 0%, transparent 70%);
+  border-radius: 50%;
+  z-index: -1;
+}
+
+.empty-state-title {
+  font-size: 1.1rem;
+  font-weight: 700;
+  color: var(--text);
+  margin-bottom: 8px;
+}
+
+.empty-state-description {
+  font-size: 0.9rem;
+  color: var(--text-secondary);
+  line-height: 1.5;
+  margin-bottom: 20px;
+  max-width: 240px;
+}
+
+.empty-state-action {
+  min-width: 140px;
+  min-height: 44px;
+}
+
+.empty-state-action .icon {
+  margin-right: 6px;
+}
+.page-transition {
+  opacity: 1;
+  transform: translateY(0);
+  transition: opacity 250ms ease-out, transform 250ms ease-out;
+}
+
+.page-transition--entering {
+  opacity: 0;
+  transform: translateY(12px);
+}
+
+.page-transition--active {
+  opacity: 1;
+  transform: translateY(0);
 }