diff --git a/apps/web/src/api/ai/analysis.ts b/apps/web/src/api/ai/analysis.ts
index 5c7e238..cdfbff9 100644
--- a/apps/web/src/api/ai/analysis.ts
+++ b/apps/web/src/api/ai/analysis.ts
@@ -16,6 +16,21 @@ export interface AnalysisItem {
   updated_at: string;
 }
 
+export interface HealthSummaryResponse {
+  patient_id: string;
+  risk_level: 'low' | 'medium' | 'high' | 'critical';
+  active_insights_count: number;
+  recent_analyses_count: number;
+  latest_insight_title: string | null;
+  latest_analysis_type: string | null;
+  summary_items: Array<{
+    category: string;
+    title: string;
+    severity: string | null;
+    created_at: string;
+  }>;
+}
+
 export const analysisApi = {
   list: async (params?: { patient_id?: string; analysis_type?: string; page?: number; page_size?: number }) => {
     const resp = await client.get('/ai/analysis/history', { params });
@@ -25,4 +40,8 @@ export const analysisApi = {
     const resp = await client.get(`/ai/analysis/${id}`);
     return resp.data.data as AnalysisItem;
   },
+  getHealthSummary: async (patientId: string) => {
+    const resp = await client.get('/ai/health-summary', { params: { patient_id: patientId } });
+    return resp.data.data as HealthSummaryResponse;
+  },
 };
diff --git a/apps/web/src/components/ai/AiSidebar.tsx b/apps/web/src/components/ai/AiSidebar.tsx
index 50b6989..6400f6e 100644
--- a/apps/web/src/components/ai/AiSidebar.tsx
+++ b/apps/web/src/components/ai/AiSidebar.tsx
@@ -1,8 +1,25 @@
 import { useState, useRef, useEffect, useCallback } from 'react';
-import { Drawer, Input, Button, Space, Typography, Spin, Tag, theme } from 'antd';
-import { SendOutlined, RobotOutlined, DeleteOutlined } from '@ant-design/icons';
+import {
+  Drawer,
+  Input,
+  Button,
+  Space,
+  Typography,
+  Spin,
+  Tag,
+  Card,
+  theme,
+} from 'antd';
+import {
+  SendOutlined,
+  RobotOutlined,
+  DeleteOutlined,
+  WarningOutlined,
+  SafetyCertificateOutlined,
+} from '@ant-design/icons';
 import { useLocation } from 'react-router-dom';
 import { aiChatApi, type ChatHistoryItem } from '../../api/ai/chat';
+import { analysisApi, type HealthSummaryResponse } from '../../api/ai/analysis';
 import { useAuthStore } from '../../stores/auth';
 
 const { Text } = Typography;
@@ -19,6 +36,13 @@ function extractPatientId(pathname: string): string | null {
   return match?.[1] ?? null;
 }
 
+const RISK_CONFIG: Record<string, { color: string; label: string }> = {
+  low: { color: 'green', label: '低风险' },
+  medium: { color: 'orange', label: '中风险' },
+  high: { color: 'red', label: '高风险' },
+  critical: { color: '#cf1322', label: '严重' },
+};
+
 export default function AiSidebar({
   open,
   onClose,
@@ -29,6 +53,8 @@ export default function AiSidebar({
   const [messages, setMessages] = useState<ChatMessage[]>([]);
   const [input, setInput] = useState('');
   const [loading, setLoading] = useState(false);
+  const [summary, setSummary] = useState<HealthSummaryResponse | null>(null);
+  const [summaryLoading, setSummaryLoading] = useState(false);
   const messagesEndRef = useRef<HTMLDivElement>(null);
   const location = useLocation();
   const { token } = theme.useToken();
@@ -36,6 +62,7 @@ export default function AiSidebar({
   const patientId = extractPatientId(location.pathname);
   const permissions = useAuthStore((s) => s.permissions);
   const canChat = permissions.includes('ai.chat.send');
+  const canViewSummary = permissions.includes('ai.analysis.list');
 
   // 欢迎消息
   useEffect(() => {
@@ -52,6 +79,30 @@ export default function AiSidebar({
     }
   }, [open]); // eslint-disable-line react-hooks/exhaustive-deps
 
+  // 自动加载患者健康摘要
+  useEffect(() => {
+    if (!open || !patientId || !canViewSummary) {
+      setSummary(null);
+      return;
+    }
+    let cancelled = false;
+    setSummaryLoading(true);
+    analysisApi
+      .getHealthSummary(patientId)
+      .then((data) => {
+        if (!cancelled) setSummary(data);
+      })
+      .catch(() => {
+        if (!cancelled) setSummary(null);
+      })
+      .finally(() => {
+        if (!cancelled) setSummaryLoading(false);
+      });
+    return () => {
+      cancelled = true;
+    };
+  }, [open, patientId, canViewSummary]);
+
   const scrollToBottom = useCallback(() => {
     setTimeout(() => {
       messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' });
@@ -85,7 +136,11 @@ export default function AiSidebar({
           content: m.content,
         }));
 
-      const resp = await aiChatApi.sendMessage(text, history, patientId ?? undefined);
+      const resp = await aiChatApi.sendMessage(
+        text,
+        history,
+        patientId ?? undefined
+      );
 
       setMessages((prev) => [
         ...prev,
@@ -126,6 +181,8 @@ export default function AiSidebar({
     ]);
   };
 
+  const riskInfo = summary ? RISK_CONFIG[summary.risk_level] ?? RISK_CONFIG.low : null;
+
   return (
     <Drawer
       title={
@@ -155,6 +212,86 @@ export default function AiSidebar({
         />
       }
     >
+      {/* 患者健康摘要卡片 */}
+      {patientId && canViewSummary && (
+        <div style={{ padding: '12px 16px 0' }}>
+          {summaryLoading ? (
+            <Card size="small" style={{ textAlign: 'center' }}>
+              <Spin size="small" /> <Text type="secondary">加载健康摘要...</Text>
+            </Card>
+          ) : summary ? (
+            <Card
+              size="small"
+              title={
+                <Space size={4}>
+                  <SafetyCertificateOutlined />
+                  <span style={{ fontSize: 13 }}>健康摘要</span>
+                  {riskInfo && (
+                    <Tag
+                      color={riskInfo.color}
+                      style={{ marginLeft: 4, fontSize: 11 }}
+                    >
+                      {riskInfo.label}
+                    </Tag>
+                  )}
+                </Space>
+              }
+              style={{ marginBottom: 4 }}
+              styles={{ body: { padding: '8px 12px' } }}
+            >
+              <div style={{ fontSize: 12, color: token.colorTextSecondary }}>
+                <div style={{ marginBottom: 4 }}>
+                  活跃洞察 {summary.active_insights_count} 项
+                  {summary.recent_analyses_count > 0 &&
+                    ` | 近期分析 ${summary.recent_analyses_count} 次`}
+                </div>
+                {summary.summary_items.length > 0 && (
+                  <div>
+                    {summary.summary_items.slice(0, 3).map((item, i) => (
+                      <div key={i} style={{ marginTop: 3 }}>
+                        <Tag
+                          color={
+                            item.severity === 'high'
+                              ? 'red'
+                              : item.severity === 'medium'
+                                ? 'orange'
+                                : 'blue'
+                          }
+                          style={{ fontSize: 10, marginRight: 4 }}
+                        >
+                          {item.category}
+                        </Tag>
+                        <span>{item.title}</span>
+                      </div>
+                    ))}
+                    {summary.summary_items.length > 3 && (
+                      <Text
+                        type="secondary"
+                        style={{ fontSize: 11, marginTop: 2, display: 'block' }}
+                      >
+                        还有 {summary.summary_items.length - 3} 项...
+                      </Text>
+                    )}
+                  </div>
+                )}
+                {summary.latest_insight_title && (
+                  <div
+                    style={{
+                      marginTop: 4,
+                      paddingTop: 4,
+                      borderTop: `1px solid ${token.colorBorderSecondary}`,
+                    }}
+                  >
+                    <WarningOutlined style={{ marginRight: 4, color: token.colorWarning }} />
+                    最新: {summary.latest_insight_title}
+                  </div>
+                )}
+              </div>
+            </Card>
+          ) : null}
+        </div>
+      )}
+
       {/* 消息列表 */}
       <div
         style={{
@@ -169,7 +306,8 @@ export default function AiSidebar({
             key={msg.id}
             style={{
               display: 'flex',
-              justifyContent: msg.role === 'user' ? 'flex-end' : 'flex-start',
+              justifyContent:
+                msg.role === 'user' ? 'flex-end' : 'flex-start',
               marginBottom: 12,
             }}
           >
@@ -199,7 +337,13 @@ export default function AiSidebar({
           </div>
         ))}
         {loading && (
-          <div style={{ display: 'flex', justifyContent: 'flex-start', marginBottom: 12 }}>
+          <div
+            style={{
+              display: 'flex',
+              justifyContent: 'flex-start',
+              marginBottom: 12,
+            }}
+          >
             <div
               style={{
                 padding: '8px 16px',
@@ -208,7 +352,8 @@ export default function AiSidebar({
                 background: token.colorBgContainer,
               }}
             >
-              <Spin size="small" /> <Text type="secondary">思考中...</Text>
+              <Spin size="small" />{' '}
+              <Text type="secondary">思考中...</Text>
             </div>
           </div>
         )}
@@ -229,7 +374,9 @@ export default function AiSidebar({
             onChange={(e) => setInput(e.target.value)}
             onKeyDown={handleKeyDown}
             placeholder={
-              canChat ? '输入消息... (Enter 发送, Shift+Enter 换行)' : '无 AI 聊天权限'
+              canChat
+                ? '输入消息... (Enter 发送, Shift+Enter 换行)'
+                : '无 AI 聊天权限'
             }
             disabled={loading || !canChat}
             autoSize={{ minRows: 1, maxRows: 4 }}
@@ -241,11 +388,18 @@ export default function AiSidebar({
             onClick={handleSend}
             loading={loading}
             disabled={!input.trim() || !canChat}
-            style={{ height: 'auto', borderRadius: '0 8px 8px 0', minHeight: 40 }}
+            style={{
+              height: 'auto',
+              borderRadius: '0 8px 8px 0',
+              minHeight: 40,
+            }}
           />
         </Space.Compact>
         {!canChat && (
-          <Text type="warning" style={{ fontSize: 12, marginTop: 4, display: 'block' }}>
+          <Text
+            type="warning"
+            style={{ fontSize: 12, marginTop: 4, display: 'block' }}
+          >
             你没有 AI 聊天权限，请联系管理员开通。
           </Text>
         )}