diff --git a/pkg/nodes/registry_server.go b/pkg/nodes/registry_server.go
index 8af4d4a..5f3a213 100644
--- a/pkg/nodes/registry_server.go
+++ b/pkg/nodes/registry_server.go
@@ -92,6 +92,7 @@ func (s *RegistryServer) Start(ctx context.Context) error {
 	mux.HandleFunc("/webui/api/task_audit", s.handleWebUITaskAudit)
 	mux.HandleFunc("/webui/api/task_queue", s.handleWebUITaskQueue)
 	mux.HandleFunc("/webui/api/tasks", s.handleWebUITasks)
+	mux.HandleFunc("/webui/api/task_daily_summary", s.handleWebUITaskDailySummary)
 	mux.HandleFunc("/webui/api/exec_approvals", s.handleWebUIExecApprovals)
 	mux.HandleFunc("/webui/api/logs/stream", s.handleWebUILogsStream)
 	mux.HandleFunc("/webui/api/logs/recent", s.handleWebUILogsRecent)
@@ -1559,6 +1560,38 @@ func (s *RegistryServer) handleWebUITaskQueue(w http.ResponseWriter, r *http.Req
 	_ = json.NewEncoder(w).Encode(map[string]interface{}{"ok": true, "running": running, "items": items, "stats": stats})
 }
 
+func (s *RegistryServer) handleWebUITaskDailySummary(w http.ResponseWriter, r *http.Request) {
+	if !s.checkAuth(r) {
+		http.Error(w, "unauthorized", http.StatusUnauthorized)
+		return
+	}
+	if r.Method != http.MethodGet {
+		http.Error(w, "method not allowed", http.StatusMethodNotAllowed)
+		return
+	}
+	date := r.URL.Query().Get("date")
+	if date == "" {
+		date = time.Now().UTC().Format("2006-01-02")
+	}
+	path := filepath.Join(strings.TrimSpace(s.workspacePath), "memory", date+".md")
+	b, err := os.ReadFile(path)
+	if err != nil {
+		_ = json.NewEncoder(w).Encode(map[string]interface{}{"ok": true, "date": date, "report": ""})
+		return
+	}
+	text := string(b)
+	marker := "## Autonomy Daily Report (" + date + ")"
+	idx := strings.Index(text, marker)
+	report := ""
+	if idx >= 0 {
+		report = text[idx:]
+		if n := strings.Index(report[len(marker):], "\n## "); n > 0 {
+			report = report[:len(marker)+n]
+		}
+	}
+	_ = json.NewEncoder(w).Encode(map[string]interface{}{"ok": true, "date": date, "report": report})
+}
+
 func (s *RegistryServer) handleWebUITasks(w http.ResponseWriter, r *http.Request) {
 	if !s.checkAuth(r) {
 		http.Error(w, "unauthorized", http.StatusUnauthorized)
diff --git a/webui/src/i18n/index.ts b/webui/src/i18n/index.ts
index 7948bb9..a1cabe9 100644
--- a/webui/src/i18n/index.ts
+++ b/webui/src/i18n/index.ts
@@ -31,6 +31,8 @@ const resources = {
       createTask: 'Create',
       updateTask: 'Update',
       deleteTask: 'Delete',
+      dailySummary: 'Daily Summary',
+      noDailySummary: 'No autonomy daily summary yet.',
       error: 'Error',
       noTaskAudit: 'No task audit records',
       selectTask: 'Select a task from the left list',
@@ -196,6 +198,8 @@ const resources = {
       createTask: '新建',
       updateTask: '更新',
       deleteTask: '删除',
+      dailySummary: '日报摘要',
+      noDailySummary: '暂无自治日报。',
       error: '错误',
       noTaskAudit: '暂无任务审计记录',
       selectTask: '请从左侧选择任务',
diff --git a/webui/src/pages/TaskAudit.tsx b/webui/src/pages/TaskAudit.tsx
index a8e9dc0..599ef1b 100644
--- a/webui/src/pages/TaskAudit.tsx
+++ b/webui/src/pages/TaskAudit.tsx
@@ -33,6 +33,7 @@ const TaskAudit: React.FC = () => {
   const [sourceFilter, setSourceFilter] = useState('all');
   const [statusFilter, setStatusFilter] = useState('all');
   const [draft, setDraft] = useState<any>({ id: '', content: '', priority: 'normal', status: 'todo', source: 'manual', due_at: '' });
+  const [dailyReport, setDailyReport] = useState<string>('');
 
   const fetchData = async () => {
     setLoading(true);
@@ -45,6 +46,13 @@ const TaskAudit: React.FC = () => {
       const sorted = arr.sort((a: any, b: any) => String(b.time || '').localeCompare(String(a.time || '')));
       setItems(sorted);
       if (sorted.length > 0) setSelected(sorted[0]);
+      const dr = await fetch(`/webui/api/task_daily_summary${q}`);
+      if (dr.ok) {
+        const dj = await dr.json();
+        setDailyReport(String(dj.report || ''));
+      } else {
+        setDailyReport('');
+      }
     } catch (e) {
       console.error(e);
       setItems([]);
@@ -116,6 +124,11 @@ const TaskAudit: React.FC = () => {
         </div>
       </div>
 
+      <div className="border border-zinc-800 rounded-xl bg-zinc-900/40 p-3 text-sm">
+        <div className="text-xs text-zinc-400 uppercase tracking-wider mb-2">{t('dailySummary')}</div>
+        <div className="whitespace-pre-wrap text-zinc-200">{dailyReport || t('noDailySummary')}</div>
+      </div>
+
       <div className="flex-1 min-h-0 grid grid-cols-1 lg:grid-cols-[360px_1fr] gap-4">
         <div className="border border-zinc-800 rounded-xl bg-zinc-900/40 overflow-hidden flex flex-col min-h-0">
           <div className="px-3 py-2 border-b border-zinc-800 text-xs text-zinc-400 uppercase tracking-wider">{t('taskQueue')}</div>