fix: 审批死锁修复 — LLM 调用异步化

listen_loop 核心改动：
  新消息到达 → tokio::spawn(generate_reply) → 主循环立即继续
  LLM 调用 High 工具 → approval_flow 阻塞 spawn 的 task
  → 主循环不受影响 → receive_messages() 继续接收
  → 用户回复确认码 → handle_reply 触发 oneshot
  → spawned task 从 approval_flow 恢复 → LLM 生成最终回复

Conversation 用 Arc 包裹以支持跨 task 共享
send_text + 入库移到 spawned task 内部完成

src/main.rs

@@ -335,7 +335,7 @@ async fn cmd_listen(
 
         conv.set_tool_executor(executor);
 
-        Some(conv)
+        Some(Arc::new(conv))
     } else {
         None
     };
@@ -387,7 +387,7 @@ async fn listen_loop(
     account_id: &str,
     database: &Option<Arc<Database>>,
     file_state: &state::StateManager,
-    conversation: Option<Conversation>,
+    conversation: Option<Arc<Conversation>>,
     approval_manager: Option<Arc<ApprovalManager>>,
     current_user_id: Arc<tokio::sync::Mutex<String>>,
 ) {
@@ -465,32 +465,37 @@ async fn listen_loop(
                     // 更新当前用户（审批流程需要）
                     *current_user_id.lock().await = from.to_string();
 
-                    // LLM 回复
+                    // LLM 回复（异步执行，避免审批阻塞主循环）
                     if enable_llm {
                         if let Some(conv) = &conversation {
-                            let reply_result = if conv.spec().tools.is_some() {
+                            let conv = conv.clone();
-                                generate_reply_with_tools(conv, text.to_string(), database).await
+                            let client = client.clone();
-                            } else {
+                            let database = database.clone();
-                                generate_reply(conv, text.to_string(), database).await
+                            let from_owned = from.to_string();
-                            };
+                            let text_owned = text.to_string();
+                            let ctx_owned = ctx_token.map(String::from);
+                            let aid = account_id.to_string();
 
-                            match reply_result {
+                            tokio::spawn(async move {
-                                Ok(reply) => {
+                                let reply_result = if conv.spec().tools.is_some() {
-                                    match client.send_text(from, &reply, ctx_token).await {
+                                    generate_reply_with_tools(&conv, text_owned, &database).await
+                                } else {
+                                    generate_reply(&conv, text_owned, &database).await
+                                };
+                                let reply = reply_result.ok().unwrap_or_default();
+                                match client.send_text(&from_owned, &reply, ctx_owned.as_deref()).await {
                                     Ok(sent_id) => {
                                         info!("LLM 回复成功 msg_id={}", sent_id);
                                         if let Some(db) = database {
                                             let _ = db::models::insert_chat_record(
-                                                    db.pool(), "outbound", from, account_id,
+                                                db.pool(), "outbound", &from_owned, &aid,
-                                                    &reply, "llm", ctx_token, &sent_id,
+                                                &reply, "llm", ctx_owned.as_deref(), &sent_id,
                                             ).await;
                                         }
                                     }
                                     Err(e) => error!("发送 LLM 回复失败: {}", e),
                                 }
-                                }
+                            });
-                                Err(e) => error!("生成 LLM 回复失败: {}", e),
-                            }
                         }
                     }
                 }