diff --git a/desktop/src/components/RightPanel.tsx b/desktop/src/components/RightPanel.tsx
index d753779..d2c85c5 100644
--- a/desktop/src/components/RightPanel.tsx
+++ b/desktop/src/components/RightPanel.tsx
@@ -8,6 +8,8 @@ import { useConfigStore } from '../store/configStore';
 import { toChatAgent, useChatStore, type CodeBlock } from '../store/chatStore';
 import { useConversationStore } from '../store/chat/conversationStore';
 import { intelligenceClient, type IdentitySnapshot } from '../lib/intelligence-client';
+import { invoke } from '@tauri-apps/api/core';
+import type { AgentInfo } from '../lib/kernel-types';
 import {
   Wifi, WifiOff, Bot, BarChart3, Plug, RefreshCw,
   MessageSquare, Cpu, FileText, User, Activity, Brain,
@@ -143,6 +145,9 @@ export function RightPanel({ simpleMode = false }: RightPanelProps) {
   const [restoringSnapshotId, setRestoringSnapshotId] = useState<string | null>(null);
   const [confirmRestoreId, setConfirmRestoreId] = useState<string | null>(null);
 
+  // UserProfile from memory store (dynamic, learned from conversations)
+  const [userProfile, setUserProfile] = useState<Record<string, unknown> | null>(null);
+
   const connected = connectionState === 'connected';
   const selectedClone = useMemo(
     () => clones.find((clone) => clone.id === currentAgent?.id),
@@ -166,6 +171,28 @@ export function RightPanel({ simpleMode = false }: RightPanelProps) {
     }
   }, [connected]);
 
+  // Fetch UserProfile from agent data (includes memory-learned profile)
+  useEffect(() => {
+    if (!currentAgent?.id) return;
+    invoke<AgentInfo | null>('agent_get', { agentId: currentAgent.id })
+      .then(data => setUserProfile(data?.userProfile ?? null))
+      .catch(() => setUserProfile(null));
+  }, [currentAgent?.id]);
+
+  // Listen for profile updates after conversations
+  useEffect(() => {
+    const handler = (e: Event) => {
+      const detail = (e as CustomEvent).detail;
+      if (detail?.agentId === currentAgent?.id && currentAgent?.id) {
+        invoke<AgentInfo | null>('agent_get', { agentId: currentAgent.id })
+          .then(data => setUserProfile(data?.userProfile ?? null))
+          .catch(() => {});
+      }
+    };
+    window.addEventListener('zclaw:agent-profile-updated', handler);
+    return () => window.removeEventListener('zclaw:agent-profile-updated', handler);
+  }, [currentAgent?.id]);
+
   const handleReconnect = () => {
     connect().catch(silentErrorHandler('RightPanel'));
   };
@@ -552,6 +579,24 @@ export function RightPanel({ simpleMode = false }: RightPanelProps) {
                   <AgentRow label="已解析" value={selectedClone?.workspaceResolvedPath || workspaceInfo?.resolvedPath || '-'} />
                   <AgentRow label="文件限制" value={selectedClone?.restrictFiles ? '已开启' : '已关闭'} />
                   <AgentRow label="隐私计划" value={selectedClone?.privacyOptIn ? '已加入' : '未加入'} />
+                  {/* Dynamic: UserProfile data (from conversation learning) */}
+                  {userProfile && (
+                    <div className="mt-3 pt-3 border-t border-gray-100 dark:border-gray-800">
+                      <div className="text-xs text-gray-400 mb-2">对话中了解到的</div>
+                      {userProfile.industry ? (
+                        <AgentRow label="行业" value={String(userProfile.industry)} />
+                      ) : null}
+                      {userProfile.role ? (
+                        <AgentRow label="角色" value={String(userProfile.role)} />
+                      ) : null}
+                      {userProfile.communicationStyle ? (
+                        <AgentRow label="沟通偏好" value={String(userProfile.communicationStyle)} />
+                      ) : null}
+                      {Array.isArray(userProfile.recentTopics) && (userProfile.recentTopics as string[]).length > 0 ? (
+                        <AgentRow label="近期话题" value={(userProfile.recentTopics as string[]).slice(0, 5).join(', ')} />
+                      ) : null}
+                    </div>
+                  )}
                 </div>
               )}
             </motion.div>
diff --git a/desktop/src/store/chat/streamStore.ts b/desktop/src/store/chat/streamStore.ts
index 56a0f92..20fdf32 100644
--- a/desktop/src/store/chat/streamStore.ts
+++ b/desktop/src/store/chat/streamStore.ts
@@ -487,6 +487,12 @@ export const useStreamStore = create<StreamState>()(
             getMemoryExtractor().extractFromConversation(filtered, agentId, convId ?? undefined).catch(err => {
               log.warn('Memory extraction failed:', err);
             });
+            // Notify RightPanel to refresh UserProfile after memory extraction
+            if (typeof window !== 'undefined') {
+              window.dispatchEvent(new CustomEvent('zclaw:agent-profile-updated', {
+                detail: { agentId }
+              }));
+            }
             intelligenceClient.reflection.recordConversation().catch(err => {
               log.warn('Recording conversation failed:', err);
             });