diff --git a/app/activity/page.tsx b/app/activity/page.tsx
index 49ddf43..347dddf 100644
--- a/app/activity/page.tsx
+++ b/app/activity/page.tsx
@@ -1,4 +1,5 @@
 import { PanelShell } from "@/components/panel-shell";
+import { ActivityChart } from "@/components/activity-chart";
 import { getCaregiverActivity } from "@/lib/caregiver-panel";
 import {
   formatDateTime,
@@ -11,102 +12,168 @@ import { requireCaregiverSession } from "@/lib/page-auth";
 
 export const dynamic = "force-dynamic";
 
+function aggregateByDate(items: { createdAt: Date | string }[]) {
+  const counts: Record<string, number> = {};
+  for (const item of items) {
+    const date = new Date(item.createdAt);
+    const key = `${date.getMonth() + 1}/${date.getDate()}`;
+    counts[key] = (counts[key] || 0) + 1;
+  }
+  return Object.entries(counts)
+    .map(([date, count]) => ({ date, count }))
+    .reverse();
+}
+
 export default async function ActivityPage() {
   const caregiver = await requireCaregiverSession("/activity");
   const { usageEvents, conversationTurns, toolCalls } = await getCaregiverActivity(
     caregiver.id,
   );
 
+  const usageChartData = aggregateByDate(usageEvents);
+  const conversationChartData = aggregateByDate(conversationTurns);
+
   return (
     <PanelShell
       currentPath="/activity"
-      title="活动记录独立成页，回看陪伴过程更清楚。"
-      description="这里专门收下老人端的使用事件、最近对话片段和工具调用，不再和留言流混排。"
+      title="陪伴动态"
+      description="了解长辈最近的使用情况、聊天内容和智能服务记录。"
       caregiverToken={caregiver.sessionToken}
     >
       {usageEvents.length === 0 && conversationTurns.length === 0 && toolCalls.length === 0 ? (
         <section className="rounded-[32px] border border-dashed border-[var(--line)] bg-white/72 px-6 py-10 text-center shadow-[0_20px_50px_rgba(115,76,42,0.10)]">
           <h2 className="font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-            还没有活动记录
+            暂时没有动态
           </h2>
           <p className="mx-auto mt-4 max-w-2xl text-base leading-8 text-[var(--muted)]">
-            等老人端开始对话、切换镜头或触发桥接工具后，这里会自动累积活动时间线。
+            长辈开始使用智能助理后，这里会自动记录使用情况和聊天内容，方便您随时了解。
           </p>
         </section>
       ) : (
-        <section className="grid gap-6 xl:grid-cols-3">
-          <div className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]">
-            <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-              使用事件
-            </p>
-            <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-              老人端操作轨迹
-            </h2>
-            <div className="mt-5 space-y-3">
-              {usageEvents.map((event) => (
-                <div key={event.id} className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4">
-                  <div className="flex items-center justify-between gap-3 text-xs text-[var(--muted)]">
-                    <span>{getDeviceName(event.elderDevice.displayName)}</span>
-                    <span>{formatDateTime(event.createdAt)}</span>
-                  </div>
-                  <p className="mt-2 text-sm leading-7 text-[var(--ink)]">
-                    {getUsageLabel(event.eventType)}
+        <>
+          {(usageChartData.length > 1 || conversationChartData.length > 1) && (
+            <section className="grid gap-6 xl:grid-cols-2">
+              {usageChartData.length > 1 && (
+                <div className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]">
+                  <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
+                    使用频率
                   </p>
+                  <h2 className="mt-2 font-[family-name:var(--font-display)] text-2xl text-[var(--ink)]">
+                    最近使用趋势
+                  </h2>
+                  <div className="mt-4">
+                    <ActivityChart data={usageChartData} color="#c76733" />
+                  </div>
                 </div>
-              ))}
-            </div>
-          </div>
+              )}
+              {conversationChartData.length > 1 && (
+                <div className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]">
+                  <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
+                    聊天频率
+                  </p>
+                  <h2 className="mt-2 font-[family-name:var(--font-display)] text-2xl text-[var(--ink)]">
+                    最近对话趋势
+                  </h2>
+                  <div className="mt-4">
+                    <ActivityChart data={conversationChartData} color="#76845e" />
+                  </div>
+                </div>
+              )}
+            </section>
+          )}
 
-          <div className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]">
-            <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-              对话片段
-            </p>
-            <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-              最近说了什么
-            </h2>
-            <div className="mt-5 space-y-3">
-              {conversationTurns.map((turn) => (
-                <div key={turn.id} className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4">
-                  <div className="flex items-center justify-between gap-3 text-xs text-[var(--muted)]">
-                    <span>{getConversationRoleLabel(turn.role)}</span>
-                    <span>{formatDateTime(turn.createdAt)}</span>
-                  </div>
-                  <p className="mt-2 text-xs text-[var(--muted)]">
-                    {getDeviceName(turn.elderDevice.displayName)}
+          <section className="grid gap-6 xl:grid-cols-3">
+            <div className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]">
+              <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
+                使用记录
+              </p>
+              <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
+                最近的操作
+              </h2>
+              <div className="mt-5 space-y-3">
+                {usageEvents.length === 0 ? (
+                  <p className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4 text-sm leading-7 text-[var(--muted)]">
+                    暂时没有使用记录。
                   </p>
-                  <p className="mt-2 text-sm leading-7 text-[var(--ink)]">
-                    {truncateText(turn.content, 132)}
-                  </p>
-                </div>
-              ))}
+                ) : (
+                  usageEvents.map((event) => (
+                    <div key={event.id} className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4">
+                      <div className="flex items-center justify-between gap-3 text-xs text-[var(--muted)]">
+                        <span>{getDeviceName(event.elderDevice.displayName)}</span>
+                        <span>{formatDateTime(event.createdAt)}</span>
+                      </div>
+                      <p className="mt-2 text-sm leading-7 text-[var(--ink)]">
+                        {getUsageLabel(event.eventType)}
+                      </p>
+                    </div>
+                  ))
+                )}
+              </div>
             </div>
-          </div>
 
-          <div className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]">
-            <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-              工具调用
-            </p>
-            <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-              function calling 执行记录
-            </h2>
-            <div className="mt-5 space-y-3">
-              {toolCalls.map((log) => (
-                <div key={log.id} className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4">
-                  <div className="flex items-center justify-between gap-3 text-xs text-[var(--muted)]">
-                    <span>{getDeviceName(log.elderDevice.displayName)}</span>
-                    <span>{formatDateTime(log.createdAt)}</span>
-                  </div>
-                  <p className="mt-2 text-sm font-semibold text-[var(--ink)]">
-                    {log.toolName}
+            <div className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]">
+              <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
+                聊天记录
+              </p>
+              <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
+                最近的对话
+              </h2>
+              <div className="mt-5 space-y-3">
+                {conversationTurns.length === 0 ? (
+                  <p className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4 text-sm leading-7 text-[var(--muted)]">
+                    暂时没有聊天记录。
                   </p>
-                  <p className="mt-2 text-sm leading-7 text-[var(--muted)]">
-                    {truncateText(log.outputText || log.argumentsJson, 136)}
-                  </p>
-                </div>
-              ))}
+                ) : (
+                  conversationTurns.map((turn) => (
+                    <div key={turn.id} className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4">
+                      <div className="flex items-center justify-between gap-3 text-xs text-[var(--muted)]">
+                        <span>{getConversationRoleLabel(turn.role)}</span>
+                        <span>{formatDateTime(turn.createdAt)}</span>
+                      </div>
+                      <p className="mt-2 text-xs text-[var(--muted)]">
+                        {getDeviceName(turn.elderDevice.displayName)}
+                      </p>
+                      <p className="mt-2 text-sm leading-7 text-[var(--ink)]">
+                        {truncateText(turn.content, 132)}
+                      </p>
+                    </div>
+                  ))
+                )}
+              </div>
             </div>
-          </div>
-        </section>
+
+            <div className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]">
+              <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
+                智能服务
+              </p>
+              <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
+                助理做了什么
+              </h2>
+              <div className="mt-5 space-y-3">
+                {toolCalls.length === 0 ? (
+                  <p className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4 text-sm leading-7 text-[var(--muted)]">
+                    暂时没有智能服务记录。
+                  </p>
+                ) : (
+                  toolCalls.map((log) => (
+                    <div key={log.id} className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4">
+                      <div className="flex items-center justify-between gap-3 text-xs text-[var(--muted)]">
+                        <span>{getDeviceName(log.elderDevice.displayName)}</span>
+                        <span>{formatDateTime(log.createdAt)}</span>
+                      </div>
+                      <p className="mt-2 text-sm font-semibold text-[var(--ink)]">
+                        {log.toolName}
+                      </p>
+                      <p className="mt-2 text-sm leading-7 text-[var(--muted)]">
+                        {truncateText(log.outputText || log.argumentsJson, 136)}
+                      </p>
+                    </div>
+                  ))
+                )}
+              </div>
+            </div>
+          </section>
+        </>
       )}
     </PanelShell>
   );
diff --git a/app/bind/page.tsx b/app/bind/page.tsx
index d234464..34972e8 100644
--- a/app/bind/page.tsx
+++ b/app/bind/page.tsx
@@ -27,13 +27,13 @@ export default async function BindPage({ searchParams }: BindPageProps) {
       <main className="mx-auto flex min-h-screen max-w-3xl items-center px-4 py-8 sm:px-6">
         <section className="w-full rounded-[36px] border border-white/70 bg-white/82 p-8 text-center shadow-[0_30px_70px_rgba(115,76,42,0.14)] backdrop-blur">
           <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-            连接家人设备
+            连接设备
           </p>
           <h1 className="mt-4 font-[family-name:var(--font-display)] text-4xl text-[var(--ink)]">
-            还没有收到设备码
+            还没有收到设备信息
           </h1>
           <p className="mt-4 text-base leading-8 text-[var(--muted)]">
-            请让老人打开家人连接页，把二维码给您扫一下，或者把设备码复制过来。
+            请让长辈打开手机上的「家人连接」页面，把二维码给您扫一下，或将设备码复制过来。
           </p>
           <div className="mt-6 flex justify-center gap-3">
             <Link
@@ -46,7 +46,7 @@ export default async function BindPage({ searchParams }: BindPageProps) {
               href="/devices"
               className="inline-flex h-12 items-center justify-center rounded-full border border-[var(--line)] bg-[var(--paper-soft)] px-5 text-sm font-semibold text-[var(--ink)] transition hover:bg-white"
             >
-              回到设备页
+              返回设备页
             </Link>
           </div>
         </section>
@@ -70,17 +70,17 @@ export default async function BindPage({ searchParams }: BindPageProps) {
     <main className="mx-auto flex min-h-screen max-w-3xl items-center px-4 py-8 sm:px-6">
       <section className="w-full rounded-[36px] border border-white/70 bg-white/84 p-8 shadow-[0_30px_70px_rgba(115,76,42,0.14)] backdrop-blur">
         <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-          绑定完成
+          连接成功
         </p>
         <h1 className="mt-4 font-[family-name:var(--font-display)] text-4xl text-[var(--ink)]">
-          这位老人已经连到当前家属账号
+          已成功连接长辈的设备
         </h1>
         <p className="mt-4 text-base leading-8 text-[var(--muted)]">
-          现在您可以在控制台查看老人给家里的留言、最近陪伴记录，也能马上给老人写下一句问候。
+          现在可以查看长辈的留言、了解使用动态，也可以随时给长辈写一句问候。
         </p>
 
         <div className="mt-6 rounded-[28px] bg-[var(--paper-soft)] p-5">
-          <p className="text-sm text-[var(--muted)]">设备 UUID</p>
+          <p className="text-sm text-[var(--muted)]">设备标识</p>
           <p className="mt-2 break-all text-lg font-semibold text-[var(--ink)]">
             {device.deviceUuid}
           </p>
@@ -91,13 +91,13 @@ export default async function BindPage({ searchParams }: BindPageProps) {
             href={`/devices/${device.deviceUuid}`}
             className="inline-flex h-12 items-center justify-center rounded-full bg-[var(--copper)] px-5 text-sm font-semibold text-white transition hover:bg-[var(--copper-deep)]"
           >
-            打开这台设备页
+            查看设备详情
           </Link>
           <Link
             href="/devices"
             className="inline-flex h-12 items-center justify-center rounded-full border border-[var(--line)] bg-white px-5 text-sm font-semibold text-[var(--ink)] transition hover:bg-[var(--paper-soft)]"
           >
-            查看全部设备
+            返回设备列表
           </Link>
         </div>
       </section>
diff --git a/app/devices/[deviceUuid]/page.tsx b/app/devices/[deviceUuid]/page.tsx
index d6a228f..f56222e 100644
--- a/app/devices/[deviceUuid]/page.tsx
+++ b/app/devices/[deviceUuid]/page.tsx
@@ -41,18 +41,18 @@ export default async function DeviceDetailPage({ params }: DeviceDetailPageProps
     <PanelShell
       currentPath="/devices"
       title={getDeviceName(binding.elderDevice.displayName)}
-      description="这是一台设备的专属页面。给老人写问候、查看这台设备最近的留言、活动和对话，都在这里完成。"
+      description="给长辈写问候、查看留言和最近的使用动态。"
       caregiverToken={caregiver.sessionToken}
     >
       <section className="grid gap-4 md:grid-cols-2 xl:grid-cols-4">
         <div className="rounded-[28px] border border-white/80 bg-white/88 p-5">
-          <p className="text-sm text-[var(--muted)]">老人新留言</p>
+          <p className="text-sm text-[var(--muted)]">新留言</p>
           <p className="mt-3 font-[family-name:var(--font-display)] text-4xl text-[var(--ink)]">
             {binding.elderUnreadCount}
           </p>
         </div>
         <div className="rounded-[28px] border border-white/80 bg-white/88 p-5">
-          <p className="text-sm text-[var(--muted)]">待老人查看</p>
+          <p className="text-sm text-[var(--muted)]">待查看</p>
           <p className="mt-3 font-[family-name:var(--font-display)] text-4xl text-[var(--ink)]">
             {binding.familyUnreadCount}
           </p>
@@ -64,7 +64,7 @@ export default async function DeviceDetailPage({ params }: DeviceDetailPageProps
           </p>
         </div>
         <div className="rounded-[28px] border border-white/80 bg-white/88 p-5">
-          <p className="text-sm text-[var(--muted)]">绑定链接</p>
+          <p className="text-sm text-[var(--muted)]">设备链接</p>
           <p className="mt-3 text-sm leading-7 text-[var(--ink)]">
             {truncateText(binding.bindUrl, 52)}
           </p>
@@ -79,24 +79,24 @@ export default async function DeviceDetailPage({ params }: DeviceDetailPageProps
             <div className="flex items-center justify-between gap-3">
               <div>
                 <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-                  老人给家里的话
+                  长辈的话
                 </p>
                 <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-                  最近通过桥接工具送出的内容
+                  最近收到的留言
                 </h2>
               </div>
               <Link
                 href="/messages"
                 className="inline-flex h-11 items-center justify-center rounded-full border border-[var(--line)] bg-white px-4 text-sm font-semibold text-[var(--ink)] transition hover:bg-[var(--paper-soft)]"
               >
-                去留言中心
+                全部留言
               </Link>
             </div>
 
             <div className="mt-5 space-y-3">
               {elderMessages.length === 0 ? (
                 <p className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4 text-sm leading-7 text-[var(--muted)]">
-                  这台设备暂时还没有新的老人留言。
+                  还没有收到长辈的留言。
                 </p>
               ) : (
                 elderMessages.map((message) => (
@@ -126,13 +126,13 @@ export default async function DeviceDetailPage({ params }: DeviceDetailPageProps
               最近活动
             </p>
             <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-              这台设备刚刚发生了什么
+              最近的使用情况
             </h2>
 
             <div className="mt-5 space-y-3">
               {binding.elderDevice.usageEvents.length === 0 ? (
                 <p className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4 text-sm leading-7 text-[var(--muted)]">
-                  暂时还没有同步到新的使用事件。
+                  暂时还没有使用记录。
                 </p>
               ) : (
                 binding.elderDevice.usageEvents.map((event) => (
@@ -151,16 +151,16 @@ export default async function DeviceDetailPage({ params }: DeviceDetailPageProps
         <div className="space-y-6">
           <section className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]">
             <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-              家属给老人的问候
+              我的问候
             </p>
             <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-              最近写给这位老人的内容
+              已发出的留言
             </h2>
 
             <div className="mt-5 space-y-3">
               {familyMessages.length === 0 ? (
                 <p className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4 text-sm leading-7 text-[var(--muted)]">
-                  还没有发给这位老人的问候。
+                  还没有给这位长辈写过留言。
                 </p>
               ) : (
                 familyMessages.map((message) => (
@@ -190,13 +190,13 @@ export default async function DeviceDetailPage({ params }: DeviceDetailPageProps
               最近对话片段
             </p>
             <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-              快速回看陪伴内容
+              最近的聊天记录
             </h2>
 
             <div className="mt-5 space-y-3">
               {binding.elderDevice.conversationTurns.length === 0 ? (
                 <p className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4 text-sm leading-7 text-[var(--muted)]">
-                  这台设备最近还没有同步到对话片段。
+                  还没有聊天记录。
                 </p>
               ) : (
                 binding.elderDevice.conversationTurns.map((turn) => (
diff --git a/app/devices/page.tsx b/app/devices/page.tsx
index 3471e8f..c854991 100644
--- a/app/devices/page.tsx
+++ b/app/devices/page.tsx
@@ -16,8 +16,8 @@ export default async function DevicesPage() {
   return (
     <PanelShell
       currentPath="/devices"
-      title="设备管理和绑定入口单独放在这里。"
-      description="手动粘贴设备码、扫码绑定、查看某台设备的专属页，都统一放在设备页，不再和首页摘要、活动记录混在一起。"
+      title="我的设备"
+      description="管理已连接的长辈设备，点击进入设备详情查看留言和使用动态。"
       caregiverToken={caregiver.sessionToken}
       actions={<PwaControls />}
     >
@@ -26,15 +26,15 @@ export default async function DevicesPage() {
 
         <div className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]">
           <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-            设备入口说明
+            使用说明
           </p>
           <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-            一台设备一个详情页
+            如何连接长辈的设备？
           </h2>
           <div className="mt-4 space-y-3 rounded-[24px] bg-[var(--paper-soft)] p-5 text-sm leading-7 text-[var(--muted)]">
-            <p>1. 先通过扫码或粘贴设备码建立连接。</p>
-            <p>2. 进入设备详情页给这位老人写留言，不再在首页里混排。</p>
-            <p>3. 每台设备都有自己的最近留言、对话片段和工具调用摘要。</p>
+            <p>1. 让长辈打开手机上的「家人连接」页面，屏幕会显示一个二维码。</p>
+            <p>2. 您用自己的手机扫描这个二维码，或将设备码粘贴到左侧输入框。</p>
+            <p>3. 连接成功后，即可在这里查看长辈的留言、对话和使用动态。</p>
           </div>
 
           <div className="mt-6 flex flex-wrap gap-3">
@@ -42,13 +42,13 @@ export default async function DevicesPage() {
               href="/scan"
               className="inline-flex h-12 items-center justify-center rounded-full bg-[var(--olive)] px-5 text-sm font-semibold text-white transition hover:bg-[var(--olive-deep)]"
             >
-              打开扫码页
+              扫码连接
             </Link>
             <Link
               href="/messages"
               className="inline-flex h-12 items-center justify-center rounded-full border border-[var(--line)] bg-white px-5 text-sm font-semibold text-[var(--ink)] transition hover:bg-[var(--paper-soft)]"
             >
-              去留言中心
+              查看留言
             </Link>
           </div>
         </div>
@@ -57,10 +57,10 @@ export default async function DevicesPage() {
       {devices.length === 0 ? (
         <section className="rounded-[32px] border border-dashed border-[var(--line)] bg-white/72 px-6 py-10 text-center shadow-[0_20px_50px_rgba(115,76,42,0.10)]">
           <h2 className="font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-            还没有绑定设备
+            还没有连接设备
           </h2>
           <p className="mx-auto mt-4 max-w-2xl text-base leading-8 text-[var(--muted)]">
-            等待绑定成功后，每台设备都会在这里生成自己的专属入口，后续写留言和查看状态都从设备详情页进入。
+            扫描长辈手机上的二维码，或者在上方粘贴设备码，即可开始接收长辈的留言和动态。
           </p>
         </section>
       ) : (
@@ -74,7 +74,7 @@ export default async function DevicesPage() {
                 className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]"
               >
                 <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-                  设备详情
+                  已连接
                 </p>
                 <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
                   {getDeviceName(binding.elderDevice.displayName)}
@@ -85,28 +85,28 @@ export default async function DevicesPage() {
                     最近在线：{formatDateTime(binding.elderDevice.lastSeenAt)}
                   </span>
                   <span className="rounded-full border border-[var(--line)] bg-[var(--paper-soft)] px-4 py-2">
-                    老人新留言 {binding.elderUnreadCount}
+                    新留言 {binding.elderUnreadCount}
                   </span>
                   <span className="rounded-full border border-[var(--line)] bg-[var(--paper-soft)] px-4 py-2">
-                    待老人查看 {binding.familyUnreadCount}
+                    待查看 {binding.familyUnreadCount}
                   </span>
                 </div>
 
                 <div className="mt-5 grid gap-3 sm:grid-cols-3">
                   <div className="rounded-[22px] bg-[var(--paper-soft)] px-4 py-4">
-                    <p className="text-xs text-[var(--muted)]">留言总数</p>
+                    <p className="text-xs text-[var(--muted)]">留言</p>
                     <p className="mt-2 text-2xl font-semibold text-[var(--ink)]">
                       {binding.elderDevice._count.messages}
                     </p>
                   </div>
                   <div className="rounded-[22px] bg-[var(--paper-soft)] px-4 py-4">
-                    <p className="text-xs text-[var(--muted)]">对话条数</p>
+                    <p className="text-xs text-[var(--muted)]">对话</p>
                     <p className="mt-2 text-2xl font-semibold text-[var(--ink)]">
                       {binding.elderDevice._count.conversationTurns}
                     </p>
                   </div>
                   <div className="rounded-[22px] bg-[var(--paper-soft)] px-4 py-4">
-                    <p className="text-xs text-[var(--muted)]">工具调用</p>
+                    <p className="text-xs text-[var(--muted)]">智能服务</p>
                     <p className="mt-2 text-2xl font-semibold text-[var(--ink)]">
                       {binding.elderDevice._count.toolCalls}
                     </p>
@@ -114,11 +114,11 @@ export default async function DevicesPage() {
                 </div>
 
                 <div className="mt-5 rounded-[24px] bg-[var(--paper-soft)] px-5 py-4">
-                  <p className="text-sm font-semibold text-[var(--ink)]">最近一条动态</p>
+                  <p className="text-sm font-semibold text-[var(--ink)]">最新动态</p>
                   <p className="mt-2 text-sm leading-7 text-[var(--muted)]">
                     {latestMessage
                       ? truncateText(latestMessage.content, 96)
-                      : "这台设备还没有同步到新的留言或问候。"}
+                      : "还没有收到新的留言或问候。"}
                   </p>
                 </div>
 
@@ -127,13 +127,13 @@ export default async function DevicesPage() {
                     href={`/devices/${binding.elderDevice.deviceUuid}`}
                     className="inline-flex h-12 items-center justify-center rounded-full bg-[var(--copper)] px-5 text-sm font-semibold text-white transition hover:bg-[var(--copper-deep)]"
                   >
-                    打开设备页
+                    查看详情
                   </Link>
                   <Link
                     href="/messages"
                     className="inline-flex h-12 items-center justify-center rounded-full border border-[var(--line)] bg-white px-5 text-sm font-semibold text-[var(--ink)] transition hover:bg-[var(--paper-soft)]"
                   >
-                    去留言中心
+                    查看留言
                   </Link>
                 </div>
               </article>
diff --git a/app/globals.css b/app/globals.css
index 1ba15ac..b50d60c 100644
--- a/app/globals.css
+++ b/app/globals.css
@@ -38,7 +38,6 @@ body {
 }
 
 a {
-  color: inherit;
   text-decoration: none;
 }
 
diff --git a/app/layout.tsx b/app/layout.tsx
index 3119be1..c72ef80 100644
--- a/app/layout.tsx
+++ b/app/layout.tsx
@@ -17,7 +17,7 @@ const displayFont = Noto_Serif_SC({
 export const metadata: Metadata = {
   metadataBase: new URL("https://digital-human.xn--876a.net"),
   title: "家人连线台",
-  description: "给老人设备做绑定、查看留言、追踪陪伴记录的家属端。",
+  description: "随时了解长辈的近况，查看留言、使用动态，给长辈写问候。",
   manifest: "/manifest.webmanifest",
   icons: {
     icon: [
diff --git a/app/manifest.ts b/app/manifest.ts
index b8f181b..9357735 100644
--- a/app/manifest.ts
+++ b/app/manifest.ts
@@ -4,7 +4,7 @@ export default function manifest(): MetadataRoute.Manifest {
   return {
     name: "家人连线台",
     short_name: "家人连线台",
-    description: "给老人设备做绑定、查看留言、追踪陪伴记录的家属端。",
+    description: "随时了解长辈的近况，查看留言、使用动态，给长辈写问候。",
     start_url: "/",
     display: "standalone",
     background_color: "#f6eee1",
diff --git a/app/messages/[messageId]/page.tsx b/app/messages/[messageId]/page.tsx
index d2e3f69..73d9896 100644
--- a/app/messages/[messageId]/page.tsx
+++ b/app/messages/[messageId]/page.tsx
@@ -37,7 +37,7 @@ export default async function MessageDetailPage({ params }: MessageDetailPagePro
     <PanelShell
       currentPath="/messages"
       title={`留言 #${message.publicId}`}
-      description="这是单条留言详情页。无论从通知点击进来，还是从留言中心点开，都能在这里看到完整内容与所属设备信息。"
+      description="查看这条留言的完整内容和设备信息。"
       caregiverToken={caregiver.sessionToken}
     >
       <section className="grid gap-6 xl:grid-cols-[1.2fr_0.8fr]">
@@ -70,7 +70,7 @@ export default async function MessageDetailPage({ params }: MessageDetailPagePro
 
         <aside className="rounded-[32px] border border-white/75 bg-white/82 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]">
           <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-            留言信息
+            设备信息
           </p>
           <div className="mt-5 space-y-4 text-sm leading-7 text-[var(--muted)]">
             <div className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4">
@@ -80,7 +80,7 @@ export default async function MessageDetailPage({ params }: MessageDetailPagePro
               </p>
             </div>
             <div className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4">
-              <p>设备 UUID</p>
+              <p>设备标识</p>
               <p className="mt-2 break-all font-semibold text-[var(--ink)]">
                 {message.elderDevice.deviceUuid}
               </p>
@@ -104,13 +104,13 @@ export default async function MessageDetailPage({ params }: MessageDetailPagePro
               href="/messages"
               className="inline-flex h-12 items-center justify-center rounded-full bg-[var(--copper)] px-5 text-sm font-semibold text-white transition hover:bg-[var(--copper-deep)]"
             >
-              回到留言中心
+              返回留言板
             </Link>
             <Link
               href={`/devices/${message.elderDevice.deviceUuid}`}
               className="inline-flex h-12 items-center justify-center rounded-full border border-[var(--line)] bg-white px-5 text-sm font-semibold text-[var(--ink)] transition hover:bg-[var(--paper-soft)]"
             >
-              打开这台设备页
+              查看设备
             </Link>
           </div>
         </aside>
diff --git a/app/messages/page.tsx b/app/messages/page.tsx
index 195a31d..0fbd788 100644
--- a/app/messages/page.tsx
+++ b/app/messages/page.tsx
@@ -31,8 +31,8 @@ export default async function MessagesPage() {
   return (
     <PanelShell
       currentPath="/messages"
-      title="留言独立成页后，每条消息都能用编号直达。"
-      description="不论是老人留给家里的话，还是家属写给老人的问候，都集中在这里。点击任何一条卡片，都会进入带 URL 编号的详情页。"
+      title="留言板"
+      description="长辈捆来的话和您发出的问候，都在这里。"
       caregiverToken={caregiver.sessionToken}
       actions={<PwaControls />}
     >
@@ -44,13 +44,13 @@ export default async function MessagesPage() {
           </p>
         </div>
         <div className="rounded-[28px] border border-white/80 bg-white/88 p-5">
-          <p className="text-sm text-[var(--muted)]">老人给家里的未读留言</p>
+          <p className="text-sm text-[var(--muted)]">长辈的未读留言</p>
           <p className="mt-3 font-[family-name:var(--font-display)] text-4xl text-[var(--ink)]">
             {unreadIncomingCount}
           </p>
         </div>
         <div className="rounded-[28px] border border-white/80 bg-white/88 p-5">
-          <p className="text-sm text-[var(--muted)]">待老人查看的家属留言</p>
+          <p className="text-sm text-[var(--muted)]">待长辈查看</p>
           <p className="mt-3 font-[family-name:var(--font-display)] text-4xl text-[var(--ink)]">
             {unreadOutgoingCount}
           </p>
@@ -60,23 +60,23 @@ export default async function MessagesPage() {
       {messages.length === 0 ? (
         <section className="rounded-[32px] border border-dashed border-[var(--line)] bg-white/72 px-6 py-10 text-center shadow-[0_20px_50px_rgba(115,76,42,0.10)]">
           <h2 className="font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-            还没有留言记录
+            还没有留言
           </h2>
           <p className="mx-auto mt-4 max-w-2xl text-base leading-8 text-[var(--muted)]">
-            去设备页给老人留一句问候，或等待老人通过桥接工具给家里捎话；新记录会自动出现在这里，并带有可分享的消息编号。
+            连接长辈的设备后，就可以在这里查看长辈的留言，也可以给长辈写问候。
           </p>
           <div className="mt-6 flex justify-center gap-3">
             <Link
               href="/devices"
               className="inline-flex h-12 items-center justify-center rounded-full bg-[var(--copper)] px-5 text-sm font-semibold text-white transition hover:bg-[var(--copper-deep)]"
             >
-              去设备页
+              连接设备
             </Link>
             <Link
               href="/scan"
               className="inline-flex h-12 items-center justify-center rounded-full border border-[var(--line)] bg-white px-5 text-sm font-semibold text-[var(--ink)] transition hover:bg-[var(--paper-soft)]"
             >
-              去扫码绑定
+              扫码连接
             </Link>
           </div>
         </section>
@@ -84,13 +84,13 @@ export default async function MessagesPage() {
         <section className="grid gap-6 xl:grid-cols-2">
           {[
             {
-              title: "老人给家里的留言",
-              subtitle: "收到新话时也会从这里直达详情页。",
+              title: "长辈的留言",
+              subtitle: "长辈通过智能助理捆来的话。",
               items: incomingMessages,
             },
             {
-              title: "家属给老人的问候",
-              subtitle: "写出去的每条问候也有独立 URL，可回看送达状态。",
+              title: "我发出的问候",
+              subtitle: "您写给长辈的每一条问候。",
               items: outgoingMessages,
             },
           ].map((section) => (
@@ -99,7 +99,7 @@ export default async function MessagesPage() {
               className="rounded-[32px] border border-white/75 bg-white/80 p-6 shadow-[0_26px_60px_rgba(115,76,42,0.12)]"
             >
               <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-                留言列表
+                {section.title === "长辈的留言" ? "收到的" : "发出的"}
               </p>
               <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
                 {section.title}
diff --git a/app/page.tsx b/app/page.tsx
index 2d35787..a34e8e2 100644
--- a/app/page.tsx
+++ b/app/page.tsx
@@ -1,4 +1,5 @@
 import Link from "next/link";
+import { MessageCircle, Smartphone, Activity, ScanLine } from "lucide-react";
 
 import { PanelShell } from "@/components/panel-shell";
 import { PwaControls } from "@/components/pwa-controls";
@@ -35,32 +36,32 @@ export default async function Home() {
   return (
     <PanelShell
       currentPath="/"
-      title="首页只保留摘要，不再把所有操作挤在一处。"
-      description="设备绑定、留言管理、活动回看和扫码入口已经拆到独立路径。这里保留今天最值得先看的摘要，以及最近的新留言。"
+      title="今日概览"
+      description="随时了解长辈的近况，留言和动态一目了然。"
       caregiverToken={dashboard.caregiver.sessionToken}
       actions={<PwaControls />}
     >
       <section className="grid gap-4 md:grid-cols-2 xl:grid-cols-4">
         <div className="rounded-[28px] border border-white/80 bg-white/88 p-5 shadow-[0_20px_50px_rgba(115,76,42,0.10)]">
-          <p className="text-sm text-[var(--muted)]">已连接老人设备</p>
+          <p className="text-sm text-[var(--muted)]">已连接设备</p>
           <p className="mt-3 font-[family-name:var(--font-display)] text-4xl text-[var(--ink)]">
             {dashboard.devices.length}
           </p>
         </div>
         <div className="rounded-[28px] border border-white/80 bg-white/88 p-5 shadow-[0_20px_50px_rgba(115,76,42,0.10)]">
-          <p className="text-sm text-[var(--muted)]">老人给家里的未读留言</p>
+          <p className="text-sm text-[var(--muted)]">长辈的新留言</p>
           <p className="mt-3 font-[family-name:var(--font-display)] text-4xl text-[var(--ink)]">
             {totalUnreadForCaregiver}
           </p>
         </div>
         <div className="rounded-[28px] border border-white/80 bg-white/88 p-5 shadow-[0_20px_50px_rgba(115,76,42,0.10)]">
-          <p className="text-sm text-[var(--muted)]">待老人查看的家属留言</p>
+          <p className="text-sm text-[var(--muted)]">待长辈查看</p>
           <p className="mt-3 font-[family-name:var(--font-display)] text-4xl text-[var(--ink)]">
             {totalUnreadForElder}
           </p>
         </div>
         <div className="rounded-[28px] border border-white/80 bg-white/88 p-5 shadow-[0_20px_50px_rgba(115,76,42,0.10)]">
-          <p className="text-sm text-[var(--muted)]">最近存档对话条数</p>
+          <p className="text-sm text-[var(--muted)]">陪伴对话</p>
           <p className="mt-3 font-[family-name:var(--font-display)] text-4xl text-[var(--ink)]">
             {totalConversations}
           </p>
@@ -71,69 +72,77 @@ export default async function Home() {
         {[
           {
             href: "/messages",
-            title: "留言中心",
-            text: "集中看所有老人留言和家属留言，每条消息都有 URL 编号可直接打开。",
+            title: "留言板",
+            text: "查看长辈捎来的话，也能回看您发出的每一条问候。",
             tone: "bg-[rgba(53,84,141,0.12)]",
+            icon: MessageCircle,
           },
           {
             href: "/devices",
-            title: "设备与绑定",
-            text: "去管理设备、扫码绑定、查看某一台设备的专属详情页和留言入口。",
+            title: "我的设备",
+            text: "管理已绑定的长辈设备，进入设备详情给长辈写留言。",
             tone: "bg-[rgba(118,132,94,0.14)]",
+            icon: Smartphone,
           },
           {
             href: "/activity",
-            title: "活动回看",
-            text: "把使用事件、工具调用和对话片段拆出来，回看时不再和留言混在一起。",
+            title: "陪伴动态",
+            text: "了解长辈最近的使用情况和聊天记录，安心守护。",
             tone: "bg-[rgba(199,103,51,0.12)]",
+            icon: Activity,
           },
           {
             href: "/scan",
             title: "扫码绑定",
-            text: "拿起另一台手机时，直接走扫码页，不必再回首页寻找入口。",
+            text: "扫描长辈手机上的二维码，一步完成设备连接。",
             tone: "bg-[rgba(36,27,20,0.08)]",
+            icon: ScanLine,
           },
-        ].map((item) => (
-          <Link
-            key={item.href}
-            href={item.href}
-            className="rounded-[28px] border border-white/80 bg-white/84 p-5 shadow-[0_20px_50px_rgba(115,76,42,0.10)] transition hover:-translate-y-0.5"
-          >
-            <div className={`inline-flex rounded-full px-3 py-1 text-xs font-semibold text-[var(--ink)] ${item.tone}`}>
-              跳转路径
-            </div>
-            <h2 className="mt-4 font-[family-name:var(--font-display)] text-2xl text-[var(--ink)]">
-              {item.title}
-            </h2>
-            <p className="mt-3 text-sm leading-7 text-[var(--muted)]">{item.text}</p>
-            <p className="mt-4 text-sm font-semibold text-[var(--copper)]">前往 {item.href}</p>
-          </Link>
-        ))}
+        ].map((item) => {
+          const Icon = item.icon;
+          return (
+            <Link
+              key={item.href}
+              href={item.href}
+              className="rounded-[28px] border border-white/80 bg-white/84 p-5 shadow-[0_20px_50px_rgba(115,76,42,0.10)] transition hover:-translate-y-0.5"
+            >
+              <div className={`inline-flex items-center gap-2 rounded-full px-3 py-1 text-xs font-semibold text-[var(--ink)] ${item.tone}`}>
+                <Icon size={14} />
+                {item.title}
+              </div>
+              <h2 className="mt-4 font-[family-name:var(--font-display)] text-2xl text-[var(--ink)]">
+                {item.title}
+              </h2>
+              <p className="mt-3 text-sm leading-7 text-[var(--muted)]">{item.text}</p>
+              <p className="mt-4 text-sm font-semibold text-[var(--copper)]">查看详情 →</p>
+            </Link>
+          );
+        })}
       </section>
 
       {dashboard.devices.length === 0 ? (
         <section className="rounded-[32px] border border-dashed border-[var(--line)] bg-white/70 px-6 py-10 text-center shadow-[0_20px_50px_rgba(115,76,42,0.10)]">
           <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-            还没有绑定老人设备
+            开始使用
           </p>
           <h2 className="mt-3 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-            先去设备页或扫码页建立第一条连接
+            先连接长辈的设备
           </h2>
           <p className="mx-auto mt-4 max-w-2xl text-base leading-8 text-[var(--muted)]">
-            绑定完成后，留言中心会出现 URL 编号消息卡，活动页会出现陪伴记录，推送也能直达具体留言。
+            让长辈打开手机里的「家人连接」页面，用您的手机扫描二维码，即可建立连接。连接成功后，您就能收到长辈的留言和使用动态。
           </p>
           <div className="mt-6 flex justify-center gap-3">
             <Link
-              href="/devices"
+              href="/scan"
               className="inline-flex h-12 items-center justify-center rounded-full bg-[var(--copper)] px-5 text-sm font-semibold text-white transition hover:bg-[var(--copper-deep)]"
             >
-              去设备页
+              扫码连接
             </Link>
             <Link
-              href="/scan"
+              href="/devices"
               className="inline-flex h-12 items-center justify-center rounded-full border border-[var(--line)] bg-white px-5 text-sm font-semibold text-[var(--ink)] transition hover:bg-[var(--paper-soft)]"
             >
-              直接扫码
+              手动添加
             </Link>
           </div>
         </section>
@@ -143,24 +152,24 @@ export default async function Home() {
             <div className="flex items-center justify-between gap-3">
               <div>
                 <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-                  新收到的老人留言
+                  长辈的留言
                 </p>
                 <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-                  点一下就能按编号直达
+                  最近收到的话
                 </h2>
               </div>
               <Link
                 href="/messages"
                 className="inline-flex h-11 items-center justify-center rounded-full border border-[var(--line)] bg-white px-4 text-sm font-semibold text-[var(--ink)] transition hover:bg-[var(--paper-soft)]"
               >
-                查看全部留言
+                查看全部
               </Link>
             </div>
 
             <div className="mt-5 space-y-3">
               {recentIncomingMessages.length === 0 ? (
                 <p className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4 text-sm leading-7 text-[var(--muted)]">
-                  目前还没有新的老人留言。
+                  暂时还没有收到新留言。
                 </p>
               ) : (
                 recentIncomingMessages.map((message) => (
@@ -190,24 +199,24 @@ export default async function Home() {
             <div className="flex items-center justify-between gap-3">
               <div>
                 <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-                  最近发给老人的问候
+                  我发出的问候
                 </p>
                 <h2 className="mt-2 font-[family-name:var(--font-display)] text-3xl text-[var(--ink)]">
-                  发出后也能按编号回看
+                  最近写给长辈的话
                 </h2>
               </div>
               <Link
                 href="/devices"
                 className="inline-flex h-11 items-center justify-center rounded-full border border-[var(--line)] bg-white px-4 text-sm font-semibold text-[var(--ink)] transition hover:bg-[var(--paper-soft)]"
               >
-                去设备页留言
+                写新留言
               </Link>
             </div>
 
             <div className="mt-5 space-y-3">
               {recentOutgoingMessages.length === 0 ? (
                 <p className="rounded-[24px] bg-[var(--paper-soft)] px-5 py-4 text-sm leading-7 text-[var(--muted)]">
-                  还没有新的家属留言，可以到设备页针对某一台设备写下问候。
+                  还没有给长辈留过言，去设备页写一句问候吧。
                 </p>
               ) : (
                 recentOutgoingMessages.map((message) => (
diff --git a/app/scan/page.tsx b/app/scan/page.tsx
index 6f2fec0..fb10b40 100644
--- a/app/scan/page.tsx
+++ b/app/scan/page.tsx
@@ -8,19 +8,19 @@ export default function ScanPage() {
       <section className="grid gap-6 lg:grid-cols-[0.82fr_1.18fr]">
         <div className="rounded-[36px] border border-white/70 bg-white/78 p-6 shadow-[0_30px_70px_rgba(115,76,42,0.14)] backdrop-blur">
           <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-            扫码绑定
+            扫码连接
           </p>
           <h1 className="mt-4 font-[family-name:var(--font-display)] text-4xl leading-[1.15] text-[var(--ink)]">
-            对准老人手机里的家人连接二维码
+            对准长辈手机上的二维码
           </h1>
           <p className="mt-4 text-base leading-8 text-[var(--muted)]">
-            扫描成功后，系统会自动把老人的本机 UUID 绑定到当前家属账号。之后，您就能看见老人的留言、最近对话和使用记录。
+            扫描成功后，系统会自动将长辈的设备连接到您的账号。之后就能随时查看长辈的留言和使用动态。
           </p>
 
           <div className="mt-6 space-y-3 rounded-[28px] bg-[var(--paper-soft)] p-5 text-sm leading-7 text-[var(--muted)]">
-            <p>1. 让老人打开安卓端的家人连接页。</p>
-            <p>2. 把镜头对准屏幕上的二维码，停稳一两秒。</p>
-            <p>3. 绑定成功后会自动跳回控制台。</p>
+            <p>1. 让长辈打开手机上的「家人连接」页面。</p>
+            <p>2. 将镜头对准屏幕上的二维码，保持一两秒即可。</p>
+            <p>3. 连接成功后会自动跳转。</p>
           </div>
 
           <div className="mt-6 flex flex-wrap gap-3">
@@ -28,7 +28,7 @@ export default function ScanPage() {
               href="/devices"
               className="inline-flex h-12 items-center justify-center rounded-full border border-[var(--line)] bg-white px-5 text-sm font-semibold text-[var(--ink)] transition hover:bg-[var(--paper-soft)]"
             >
-              回到设备页
+              返回设备页
             </Link>
           </div>
         </div>
diff --git a/components/activity-chart.tsx b/components/activity-chart.tsx
new file mode 100644
index 0000000..6df1e90
--- /dev/null
+++ b/components/activity-chart.tsx
@@ -0,0 +1,65 @@
+"use client";
+
+import {
+  BarChart,
+  Bar,
+  XAxis,
+  YAxis,
+  Tooltip,
+  ResponsiveContainer,
+  CartesianGrid,
+} from "recharts";
+
+type DailyCount = {
+  date: string;
+  count: number;
+};
+
+type ActivityChartProps = {
+  data: DailyCount[];
+  color?: string;
+};
+
+export function ActivityChart({ data, color = "var(--copper)" }: ActivityChartProps) {
+  if (data.length === 0) {
+    return null;
+  }
+
+  return (
+    <div className="h-48 w-full">
+      <ResponsiveContainer width="100%" height="100%">
+        <BarChart data={data} margin={{ top: 4, right: 4, bottom: 0, left: -20 }}>
+          <CartesianGrid strokeDasharray="3 3" stroke="rgba(85,60,42,0.08)" />
+          <XAxis
+            dataKey="date"
+            tick={{ fontSize: 11, fill: "#726153" }}
+            tickLine={false}
+            axisLine={false}
+          />
+          <YAxis
+            tick={{ fontSize: 11, fill: "#726153" }}
+            tickLine={false}
+            axisLine={false}
+            allowDecimals={false}
+          />
+          <Tooltip
+            contentStyle={{
+              borderRadius: 16,
+              border: "1px solid rgba(85,60,42,0.12)",
+              background: "rgba(255,253,248,0.96)",
+              fontSize: 13,
+            }}
+            labelStyle={{ color: "#241b14", fontWeight: 600 }}
+            formatter={(value: number) => [`${value} 次`, "次数"]}
+          />
+          <Bar
+            dataKey="count"
+            fill={color}
+            radius={[6, 6, 0, 0]}
+            maxBarSize={32}
+          />
+        </BarChart>
+      </ResponsiveContainer>
+    </div>
+  );
+}
diff --git a/components/dashboard-actions.tsx b/components/dashboard-actions.tsx
index 0b5ae71..2720cff 100644
--- a/components/dashboard-actions.tsx
+++ b/components/dashboard-actions.tsx
@@ -14,7 +14,7 @@ export function BindDeviceForm() {
     event.preventDefault();
 
     if (!rawCode.trim()) {
-      setNotice("先把老人二维码里的设备码贴进来。\n");
+      setNotice("请先粘贴长辈手机上的设备码。\n");
       return;
     }
 
@@ -38,7 +38,7 @@ export function BindDeviceForm() {
         throw new Error(payload?.error || "连接失败，请稍后再试。");
       }
 
-      setNotice("已经连上了，这位老人的留言和陪伴记录会出现在下方。\n");
+      setNotice("连接成功！现在可以查看长辈的留言和动态了。\n");
       setRawCode("");
       startTransition(() => {
         router.refresh();
@@ -57,20 +57,20 @@ export function BindDeviceForm() {
       <div className="flex flex-col gap-3 lg:flex-row lg:items-end lg:justify-between">
         <div className="max-w-xl">
           <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-            家人连接
+            添加设备
           </p>
           <h3 className="mt-2 font-[family-name:var(--font-display)] text-2xl text-[var(--ink)]">
-            扫二维码，或者直接贴入设备码
+            扫码或粘贴设备码连接长辈
           </h3>
           <p className="mt-2 text-sm leading-7 text-[var(--muted)]">
-            如果老人已经把二维码发给您，直接扫码最快；如果您拿到的是一段链接或设备码，也可以贴到下面。
+            让长辈打开手机上的「家人连接」页面，扫描二维码最快；也可以将设备码粘贴到下方。
           </p>
         </div>
         <Link
           href="/scan"
           className="inline-flex h-12 items-center justify-center rounded-full bg-[var(--copper)] px-5 text-sm font-semibold text-white transition hover:bg-[var(--copper-deep)]"
         >
-          打开扫码页
+          扫码连接
         </Link>
       </div>
 
@@ -78,7 +78,7 @@ export function BindDeviceForm() {
         <input
           value={rawCode}
           onChange={(event) => setRawCode(event.target.value)}
-          placeholder="粘贴二维码链接，或者直接贴设备 UUID"
+          placeholder="粘贴设备码或二维码链接"
           className="h-13 flex-1 rounded-full border border-[var(--line)] bg-[var(--paper-soft)] px-5 text-sm text-[var(--ink)] outline-none transition focus:border-[var(--copper)] focus:bg-white"
         />
         <button
@@ -115,7 +115,7 @@ export function SendMessageForm({ deviceUuid }: SendMessageFormProps) {
     event.preventDefault();
 
     if (!content.trim()) {
-      setNotice("先写下想对老人说的话。\n");
+      setNotice("请先写下您想说的话。\n");
       setCreatedMessagePublicId(null);
       return;
     }
@@ -144,7 +144,7 @@ export function SendMessageForm({ deviceUuid }: SendMessageFormProps) {
         throw new Error(payload?.error || "留言发送失败，请稍后再试。");
       }
 
-      setNotice("留言已经写进家人的收件盒，老人下次打开或询问时就能看到。\n");
+      setNotice("留言已发出，长辈下次使用时就能看到。\n");
       setCreatedMessagePublicId(
         typeof payload?.publicId === "number" ? payload.publicId : null,
       );
@@ -168,10 +168,10 @@ export function SendMessageForm({ deviceUuid }: SendMessageFormProps) {
       <div className="flex items-center justify-between gap-3">
         <div>
           <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-            给老人留句话
+            留言
           </p>
           <h4 className="mt-2 font-[family-name:var(--font-display)] text-xl text-[var(--ink)]">
-            写一句今天就能被看到的问候
+            给长辈写一句问候
           </h4>
         </div>
         <select
@@ -196,7 +196,7 @@ export function SendMessageForm({ deviceUuid }: SendMessageFormProps) {
 
       <div className="mt-4 flex flex-col gap-3 sm:flex-row sm:items-center sm:justify-between">
         <p className="text-sm leading-7 text-[var(--muted)]">
-          这条话会进入老人的留言列表，也会被 function calling 工具读取到。
+          长辈和智能助理聊天时，就能看到这条留言。
         </p>
         <button
           type="submit"
diff --git a/components/panel-shell.tsx b/components/panel-shell.tsx
index 7cb9d16..e2767af 100644
--- a/components/panel-shell.tsx
+++ b/components/panel-shell.tsx
@@ -1,12 +1,13 @@
 import Link from "next/link";
+import { Home, MessageCircle, Smartphone, Activity, ScanLine } from "lucide-react";
 import type { ReactNode } from "react";
 
 const navigationItems = [
-  { href: "/", label: "总览" },
-  { href: "/messages", label: "留言" },
-  { href: "/devices", label: "设备" },
-  { href: "/activity", label: "活动" },
-  { href: "/scan", label: "扫码" },
+  { href: "/", label: "首页", icon: Home },
+  { href: "/messages", label: "留言", icon: MessageCircle },
+  { href: "/devices", label: "设备", icon: Smartphone },
+  { href: "/activity", label: "动态", icon: Activity },
+  { href: "/scan", label: "扫码", icon: ScanLine },
 ];
 
 function isActivePath(currentPath: string, href: string) {
@@ -34,7 +35,7 @@ export function PanelShell({
   caregiverToken,
   children,
   actions,
-  eyebrow = "Digital Human Bridge",
+  eyebrow = "家人连线",
 }: PanelShellProps) {
   return (
     <main className="relative overflow-hidden px-4 py-6 sm:px-6 lg:px-8 lg:py-8">
@@ -42,24 +43,26 @@ export function PanelShell({
       <div className="mx-auto max-w-7xl space-y-6">
         <header className="paper-panel relative overflow-hidden rounded-[36px] border border-white/70 px-6 py-7 shadow-[0_35px_90px_rgba(105,68,41,0.13)] sm:px-8 lg:px-10 lg:py-8">
           <div className="absolute -right-12 top-[-50px] h-44 w-44 rounded-full bg-[rgba(53,84,141,0.14)] blur-2xl" />
-          <div className="absolute left-10 top-10 h-24 w-24 rounded-full border border-[rgba(118,132,94,0.18)]" />
+          <div className="absolute left-10 top-10 h-24 w-24 rounded-full border border-[rgba(118,132,94,0.18)] z-0 pointer-events-none" />
 
           <div className="flex flex-col gap-6 xl:flex-row xl:items-start xl:justify-between">
             <div className="max-w-4xl">
-              <div className="flex flex-wrap gap-3">
+              <div className="flex flex-wrap gap-2">
                 {navigationItems.map((item) => {
                   const active = isActivePath(currentPath, item.href);
+                  const Icon = item.icon;
 
                   return (
                     <Link
                       key={item.href}
                       href={item.href}
-                      className={`inline-flex h-11 items-center justify-center rounded-full px-4 text-sm font-semibold transition ${
+                      className={`inline-flex h-11 items-center justify-center gap-2 rounded-full px-4 text-sm font-semibold transition ${
                         active
                           ? "bg-[var(--ink)] text-white shadow-[0_12px_30px_rgba(36,27,20,0.18)]"
                           : "border border-[var(--line)] bg-white/82 text-[var(--ink)] hover:bg-[var(--paper-soft)]"
                       }`}
                     >
+                      <Icon size={16} />
                       {item.label}
                     </Link>
                   );
@@ -78,10 +81,7 @@ export function PanelShell({
 
               <div className="mt-6 flex flex-wrap gap-3 text-sm text-[var(--muted)]">
                 <span className="rounded-full border border-[var(--line)] bg-white/76 px-4 py-2">
-                  当前家属账号：{caregiverToken.slice(0, 8).toUpperCase()}
-                </span>
-                <span className="rounded-full border border-[var(--line)] bg-white/76 px-4 py-2">
-                  不同功能已拆到独立路径，消息支持单条直达
+                  账号：{caregiverToken.slice(0, 8).toUpperCase()}
                 </span>
               </div>
             </div>
diff --git a/components/pwa-controls.tsx b/components/pwa-controls.tsx
index 308e42e..3f061cc 100644
--- a/components/pwa-controls.tsx
+++ b/components/pwa-controls.tsx
@@ -119,7 +119,7 @@ export function PwaControls() {
 
   async function enableNotifications() {
     if (!vapidPublicKey) {
-      setNotice("当前环境还没配置推送密钥，先把面板安装到桌面即可。\n");
+      setNotice("当前还没有配置推送服务，先将应用安装到桌面即可。\n");
       return;
     }
 
@@ -160,7 +160,7 @@ export function PwaControls() {
       });
 
       setNotificationState("enabled");
-      setNotice("新留言会直接推到这台设备上，点开即可直达对应留言。\n");
+      setNotice("已开启消息提醒，长辈的新留言会直接推送到您的设备。\n");
     } catch {
       setNotificationState("idle");
       setNotice("打开消息提醒失败，请稍后再试。\n");
@@ -219,18 +219,18 @@ export function PwaControls() {
   return (
     <section className="rounded-[28px] border border-white/80 bg-white/88 p-5 shadow-[0_22px_55px_rgba(53,84,141,0.12)]">
       <p className="text-sm font-medium tracking-[0.18em] text-[var(--copper)] uppercase">
-        安装与提醒
+        快捷设置
       </p>
       <h2 className="mt-2 font-[family-name:var(--font-display)] text-2xl text-[var(--ink)]">
-        把家属面板装到桌面，并接收新留言提醒
+        安装到桌面，随时收到长辈的消息
       </h2>
       <p className="mt-3 text-sm leading-7 text-[var(--muted)]">
-        安装后打开速度会更像原生应用；开启提醒后，老人一旦通过桥接工具留话，点击通知就能直达那条留言。
+        安装后打开更快，开启提醒后，长辈每次留言都能立刻收到通知。
       </p>
 
       <div className="mt-4 flex flex-wrap gap-3 text-sm text-[var(--muted)]">
         <span className="rounded-full border border-[var(--line)] bg-[var(--paper-soft)] px-4 py-2">
-          {isStandalone ? "当前已可从桌面直接打开" : "浏览器内访问中"}
+          {isStandalone ? "已安装到桌面" : "当前在浏览器中打开"}
         </span>
         <span className="rounded-full border border-[var(--line)] bg-[var(--paper-soft)] px-4 py-2">
           {notificationState === "enabled"
diff --git a/components/scan-client.tsx b/components/scan-client.tsx
index d8871f4..2d3762c 100644
--- a/components/scan-client.tsx
+++ b/components/scan-client.tsx
@@ -45,7 +45,7 @@ export function ScanClient() {
 
     scannerRef.current.stop();
     setErrorText(null);
-    setStatusText("识别到了设备码，正在建立连接……");
+    setStatusText("识别到了设备，正在连接……");
 
     try {
       const response = await fetch("/api/family/bind", {
@@ -62,7 +62,7 @@ export function ScanClient() {
       const deviceUuid = payload?.deviceUuid;
 
       if (!response.ok || !deviceUuid) {
-        throw new Error(payload?.error || "绑定失败，请重新扫描一次。");
+        throw new Error(payload?.error || "连接失败，请重新扫描。");
       }
 
       startTransition(() => {
@@ -72,9 +72,9 @@ export function ScanClient() {
       });
     } catch (error) {
       setErrorText(
-        error instanceof Error ? error.message : "绑定失败，请重新扫描一次。",
+        error instanceof Error ? error.message : "连接失败，请重新扫描。",
       );
-      setStatusText("请再把二维码对准镜头中央。");
+      setStatusText("请再次将二维码对准镜头。");
       await scannerRef.current.start().catch(() => null);
     }
   });
@@ -91,7 +91,7 @@ export function ScanClient() {
         const hasCamera = await QrScanner.hasCamera();
 
         if (!hasCamera) {
-          setErrorText("当前设备没有可用摄像头，请改用系统扫码或手动粘贴设备码。");
+          setErrorText("当前设备没有可用摄像头，请改用手动粘贴设备码。");
           setStatusText("无法打开镜头");
           return;
         }
@@ -114,7 +114,7 @@ export function ScanClient() {
         await scanner.start();
 
         if (!cancelled) {
-          setStatusText("请把老人的二维码放到取景框中央。");
+          setStatusText("请将长辈手机上的二维码放到取景框内。");
         }
       } catch (error) {
         setErrorText(
@@ -151,7 +151,7 @@ export function ScanClient() {
       <div className="mt-4 space-y-2">
         <p className="text-base font-semibold text-[var(--ink)]">{statusText}</p>
         <p className="text-sm leading-7 text-[var(--muted)]">
-          扫到后会直接把这位老人绑定到当前家属账号，不需要额外输密码。
+          扫描成功后会自动连接长辈的设备，无需额外操作。
         </p>
         {errorText ? (
           <p className="rounded-[20px] bg-[var(--paper-soft)] px-4 py-3 text-sm leading-7 text-[var(--copper-deep)]">
diff --git a/lib/panel-format.ts b/lib/panel-format.ts
index 32921d2..5bb1584 100644
--- a/lib/panel-format.ts
+++ b/lib/panel-format.ts
@@ -39,7 +39,7 @@ export function getUsageLabel(eventType: UsageEventType | string) {
     case UsageEventType.APP_OPEN:
       return "打开了老人端应用";
     case UsageEventType.SETTINGS_OPENED:
-      return "打开了家人连接页";
+      return "查看了设置页面";
     case UsageEventType.AI_SESSION_STARTED:
       return "开始了一次陪伴对话";
     case UsageEventType.AI_SESSION_ENDED:
@@ -49,7 +49,7 @@ export function getUsageLabel(eventType: UsageEventType | string) {
     case UsageEventType.CAMERA_DISABLED:
       return "关闭了镜头模式";
     case UsageEventType.TOOL_CALLED:
-      return "模型调用了一次桥接工具";
+      return "使用了一项智能服务";
     default:
       return eventType;
   }
@@ -60,7 +60,7 @@ export function getConversationRoleLabel(role: ConversationRole | string) {
     case ConversationRole.USER:
       return "老人说";
     case ConversationRole.TOOL:
-      return "工具结果";
+      return "智能助理";
     default:
       return "数字人回复";
   }
@@ -110,5 +110,5 @@ export function getMessageHref(publicId: number) {
 }
 
 export function getDeviceName(displayName?: string | null) {
-  return displayName?.trim() || "未命名陪伴设备";
+  return displayName?.trim() || "长辈的设备";
 }
\ No newline at end of file
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..6208098
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,6299 @@
+{
+  "name": "digital-human-monitor-v2",
+  "version": "0.1.0",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "digital-human-monitor-v2",
+      "version": "0.1.0",
+      "dependencies": {
+        "@prisma/adapter-pg": "^7.7.0",
+        "@prisma/client": "^7.7.0",
+        "dotenv": "^17.4.2",
+        "lucide-react": "^1.8.0",
+        "next": "16.2.4",
+        "pg": "^8.20.0",
+        "qr-scanner": "^1.4.2",
+        "react": "19.2.4",
+        "react-dom": "19.2.4",
+        "recharts": "^3.8.1",
+        "sharp": "^0.34.5",
+        "web-push": "^3.6.7"
+      },
+      "devDependencies": {
+        "@tailwindcss/postcss": "^4",
+        "@types/node": "^20",
+        "@types/react": "^19",
+        "@types/react-dom": "^19",
+        "@types/web-push": "^3.6.4",
+        "eslint": "^9",
+        "eslint-config-next": "16.2.4",
+        "prisma": "^7.7.0",
+        "tailwindcss": "^4",
+        "typescript": "^5"
+      }
+    },
+    "node_modules/@alloc/quick-lru": {
+      "version": "5.2.0",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=10"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
+    "node_modules/@babel/code-frame": {
+      "version": "7.29.0",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/helper-validator-identifier": "^7.28.5",
+        "js-tokens": "^4.0.0",
+        "picocolors": "^1.1.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/compat-data": {
+      "version": "7.29.0",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/core": {
+      "version": "7.29.0",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/code-frame": "^7.29.0",
+        "@babel/generator": "^7.29.0",
+        "@babel/helper-compilation-targets": "^7.28.6",
+        "@babel/helper-module-transforms": "^7.28.6",
+        "@babel/helpers": "^7.28.6",
+        "@babel/parser": "^7.29.0",
+        "@babel/template": "^7.28.6",
+        "@babel/traverse": "^7.29.0",
+        "@babel/types": "^7.29.0",
+        "@jridgewell/remapping": "^2.3.5",
+        "convert-source-map": "^2.0.0",
+        "debug": "^4.1.0",
+        "gensync": "^1.0.0-beta.2",
+        "json5": "^2.2.3",
+        "semver": "^6.3.1"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/babel"
+      }
+    },
+    "node_modules/@babel/core/node_modules/json5": {
+      "version": "2.2.3",
+      "dev": true,
+      "license": "MIT",
+      "bin": {
+        "json5": "lib/cli.js"
+      },
+      "engines": {
+        "node": ">=6"
+      }
+    },
+    "node_modules/@babel/core/node_modules/semver": {
+      "version": "6.3.1",
+      "dev": true,
+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver.js"
+      }
+    },
+    "node_modules/@babel/generator": {
+      "version": "7.29.1",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/parser": "^7.29.0",
+        "@babel/types": "^7.29.0",
+        "@jridgewell/gen-mapping": "^0.3.12",
+        "@jridgewell/trace-mapping": "^0.3.28",
+        "jsesc": "^3.0.2"
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/compat-data": "^7.28.6",
+        "@babel/helper-validator-option": "^7.27.1",
+        "browserslist": "^4.24.0",
+        "lru-cache": "^5.1.1",
+        "semver": "^6.3.1"
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+      "dev": true,
+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver.js"
+      }
+    },
+    "node_modules/@babel/helper-globals": {
+      "version": "7.28.0",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/helper-module-imports": {
+      "version": "7.28.6",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/traverse": "^7.28.6",
+        "@babel/types": "^7.28.6"
+      },
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+        "node": ">=6.9.0"
+      }
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+    "node_modules/@babel/helper-module-transforms": {
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
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+        "@babel/helper-validator-identifier": "^7.28.5",
+        "@babel/traverse": "^7.28.6"
+      },
+      "engines": {
+        "node": ">=6.9.0"
+      },
+      "peerDependencies": {
+        "@babel/core": "^7.0.0"
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+    "node_modules/@babel/helper-string-parser": {
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+      "dev": true,
+      "license": "MIT",
+      "engines": {
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+      }
+    },
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+      "version": "7.28.5",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/helper-validator-option": {
+      "version": "7.27.1",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=6.9.0"
+      }
+    },
+    "node_modules/@babel/helpers": {
+      "version": "7.29.2",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@babel/template": "^7.28.6",
+        "@babel/types": "^7.29.0"
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+      "version": "7.29.2",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
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+      },
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+        "parser": "bin/babel-parser.js"
+      },
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+      "version": "7.28.6",
+      "dev": true,
+      "license": "MIT",
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+      "license": "MIT",
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+      "devOptional": true,
+      "license": "Apache-2.0"
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+      "license": "MIT",
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+}
diff --git a/package.json b/package.json
index b30e244..4c50ae5 100644
--- a/package.json
+++ b/package.json
@@ -13,11 +13,13 @@
     "@prisma/adapter-pg": "^7.7.0",
     "@prisma/client": "^7.7.0",
     "dotenv": "^17.4.2",
+    "lucide-react": "^1.8.0",
     "next": "16.2.4",
     "pg": "^8.20.0",
     "qr-scanner": "^1.4.2",
     "react": "19.2.4",
     "react-dom": "19.2.4",
+    "recharts": "^3.8.1",
     "sharp": "^0.34.5",
     "web-push": "^3.6.7"
   },