diff --git a/frontends/conductor.html b/frontends/conductor.html
index 5380d5c8..a8155f60 100644
--- a/frontends/conductor.html
+++ b/frontends/conductor.html
@@ -76,6 +76,7 @@
     }
     .title { font-size: 17px; letter-spacing: .2px; font-weight: 700; }
     .hint { color: var(--muted); font-size: 12px; }
+    #llm { max-width: 42vw; margin-left: 10px; padding: 4px 6px; border: 1px solid #dfe5ee; border-radius: 6px; background: #fff; font: 600 12px inherit; }
 
     .cards {
       flex: 1;
@@ -312,7 +313,7 @@
       <!-- 聊天 -->
       <section class="pane chat">
         <div class="head">
-          <div class="title">Conversation</div>
+          <div class="title">Conversation <select id="llm" aria-label="Conductor model" disabled></select></div>
           <div class="hint" id="wsStatus">connecting...</div>
         </div>
         <div class="messages" id="messages"></div>
@@ -331,6 +332,7 @@
     const messagesEl = document.getElementById('messages');
     const inputEl    = document.getElementById('input');
     const sendBtn    = document.getElementById('send');
+    const llmEl      = document.getElementById('llm');
     const wsStatus   = document.getElementById('wsStatus');
     const apprEl     = document.getElementById('approvals');
     const apprBody   = document.getElementById('approvalsBody');
@@ -452,6 +454,7 @@
           renderCards(data.subagents||[]);
           messagesEl.innerHTML=''; (data.chat||[]).forEach(addMsg);
           renderLog(data.log||[]);
+          llmEl.innerHTML=(data.llms||[]).map(x=>`<option value="${x[0]}">${esc(x[1])}</option>`).join(''); llmEl.value=data.llm; llmEl.disabled=!llmEl.options.length;
         } else if(data.type==='subagents'){ renderCards(data.items||[]); }
         else if(data.type==='chat'){ addMsg(data.item); }
         else if(data.type==='chat_read'){ markAllRead(); }
@@ -465,6 +468,7 @@
       ws.send(JSON.stringify({msg})); inputEl.value=''; inputEl.focus();
     }
     sendBtn.addEventListener('click', send);
+    llmEl.addEventListener('change', ()=>{ if(ws?.readyState===1) ws.send(JSON.stringify({llm:+llmEl.value})); });
     inputEl.addEventListener('keydown', e=>{ if(e.key==='Enter' && !e.shiftKey && !e.isComposing && e.keyCode!==229){ e.preventDefault(); send(); } });
 
     // Input length limit (10000 chars)
diff --git a/frontends/conductor.py b/frontends/conductor.py
index 4086d918..cce8a8af 100644
--- a/frontends/conductor.py
+++ b/frontends/conductor.py
@@ -414,7 +414,6 @@ API: {base}；requests，GET /readme查用法，GET /chat读未读对话，GET /
                 return
 
     def _run(self):
-        self.agent = GenericAgent()
         self.agent.inc_out = True
         start_agent_runner(self.agent, "conductor-agent")
         self.started = True
@@ -431,18 +430,19 @@ API: {base}；requests，GET /readme查用法，GET /chat读未读对话，GET /
                     self.inbox.task_done()
                 except Exception:
                     break
+            kind = first.get("type"); others = [e for e in events if e.get("type") != kind]; events = [e for e in events if e.get("type") == kind] or [first]
+            for e in others: self.inbox.put(e)
             try:
                 prompt = self._build_prompt(events)
-                # Follow the desktop-selected model live: re-read before each task
-                # so switching models in the UI takes effect without restarting.
-                _apply_desktop_model(self.agent)
                 dq = self.agent.put_task(prompt, source="conductor")
                 self._drain(dq, events)
             except Exception as e:
                 print(f"Conductor error: {e}")
                 add_chat(f"⚠ 回复失败：{e}", role="error")
 
-    def start(self): threading.Thread(target=self._run, name="conductor-loop", daemon=True).start()
+    def start(self):
+        self.agent = GenericAgent(); _apply_desktop_model(self.agent)
+        threading.Thread(target=self._run, name="conductor-loop", daemon=True).start()
 
 
 conductor = Conductor()
@@ -573,9 +573,12 @@ async def websocket(ws: WebSocket):
     ws_clients.add(ws)
     try:
         running = any(s.status == "running" for s in pool.subagents.values())
-        await ws.send_json({"type": "hello", "subagents": pool.snapshot(), "chat": chat_messages, "log": conductor.log, "running": running})
+        await ws.send_json({"type": "hello", "subagents": pool.snapshot(), "chat": chat_messages, "log": conductor.log, "running": running, "llms": conductor.agent.list_llms(), "llm": conductor.agent.llm_no})
         while True:
             data = await ws.receive_json()
+            if "llm" in data:
+                if type(n := data["llm"]) is int and 0 <= n < len(conductor.agent.list_llms()): conductor.agent.next_llm(n)
+                continue
             msg = (data.get("msg") or "").strip()
             if not msg: continue
             add_chat(msg, role="user", files=data.get("files") or [], images=data.get("images") or [])
diff --git a/frontends/desktop/static/app.js b/frontends/desktop/static/app.js
index 23eb4f07..f3b674e0 100644
--- a/frontends/desktop/static/app.js
+++ b/frontends/desktop/static/app.js
@@ -775,7 +775,17 @@ if (pqEl) pqEl.addEventListener('click', (e) => {
   const btn = e.target.closest('.pq-btn[data-provider]');
   if (!btn) return;
   e.preventDefault(); e.stopPropagation();
-  if (btn.dataset.provider === 'ga-token') { bridgeFetch('/subscription-portal', { method: 'POST', body: {} }); return; }
+  if (btn.dataset.provider === 'ga-token') {
+    window.ga.getMykeyContent().then(r => {
+      const base = r?.content || '', t0 = Date.now();
+      bridgeFetch('/subscription-portal', { method: 'POST', body: {} });
+      const timer = setInterval(async () => {
+        const cur = (await window.ga.getMykeyContent().catch(() => null))?.content;
+        if ((cur != null && cur !== base) || Date.now() - t0 > 3e5) { clearInterval(timer); if (cur !== base) await loadModelProfiles(); }
+      }, 3000);
+    });
+    return;
+  }
   openAddModelFormForProvider(btn.dataset.provider);
 });
 // 「快速接入」卡片折叠/展开（向下箭头），状态记忆到 localStorage
diff --git a/frontends/desktop/static/index.html b/frontends/desktop/static/index.html
index bfc98436..385a116b 100644
--- a/frontends/desktop/static/index.html
+++ b/frontends/desktop/static/index.html
@@ -696,6 +696,6 @@
 <script src="https://cdn.jsdelivr.net/gh/highlightjs/cdn-release@11.9.0/build/highlight.min.js" crossorigin="anonymous"></script>
 <script src="phosphor-icons.js?v=2"></script>
 <script src="i18n.js?v=3"></script>
-<script src="app.js?v=220"></script>
+<script src="app.js?v=221"></script>
 </body>
 </html>
diff --git a/ga.py b/ga.py
index 3662cfb2..dc38f9a4 100644
--- a/ga.py
+++ b/ga.py
@@ -565,7 +565,7 @@ class GenericAgentHandler(BaseHandler):
         prompt = f"\n### [WORKING MEMORY]\n{earlier}{history}"
         prompt += f"\nCurrent turn: {self.current_turn}\n"
         if self.working.get('key_info'): prompt += f"\n<key_info>{self.working.get('key_info')}</key_info>"
-        if self.working.get('related_sop'): prompt += f"\n有不清晰的地方请再次读取{self.working.get('related_sop')}"
+        #if self.working.get('related_sop'): prompt += f"\n有不清晰的地方请再次读取{self.working.get('related_sop')}"
         if getattr(self.parent, 'verbose', False): self.print(prompt)
         return prompt