diff --git a/apps/api/src/services/telegram_gateway.py b/apps/api/src/services/telegram_gateway.py
index fcddcc69..00a8eac1 100644
--- a/apps/api/src/services/telegram_gateway.py
+++ b/apps/api/src/services/telegram_gateway.py
@@ -2663,12 +2663,12 @@ class TelegramGateway:
         alert_summary: str,
     ) -> None:
         """
-        觸發群組 AI 雙向討論（三頭政治核心流程）
+        觸發群組 AI 並行分析（三頭政治核心流程）
 
-        流程:
-        1. @OpenClawAwoooI_Bot reply 告警訊息，輸出 RCA 分析
-        2. @NemoTronAwoooI_Bot reply OpenClaw 訊息，補充評論
-        3. 完成後停止（避免無限循環）
+        流程 (2026-04-03 ogt: 統帥指示改為並行):
+        - OpenClaw 和 NemoClaw 同時對告警進行獨立分析
+        - 兩者都 reply 同一條告警訊息
+        - 並行執行，總等待時間 = max(OpenClaw, NemoClaw) 而非相加
 
         此方法由 asyncio.create_task 非同步呼叫，失敗不影響主流程。
 
@@ -2677,68 +2677,62 @@ class TelegramGateway:
             alert_summary: 告警摘要文字（提供給 AI 分析用）
         """
         try:
-            from apps.api.src.services.chat_manager import ChatManager  # noqa: PLC0415
+            from src.services.chat_manager import ChatManager  # noqa: PLC0415
         except ImportError:
-            try:
-                from src.services.chat_manager import ChatManager  # noqa: PLC0415
-            except ImportError:
-                logger.error("trigger_group_ai_discussion_failed", reason="Cannot import ChatManager")
-                return
+            logger.error("trigger_group_ai_discussion_failed", reason="Cannot import ChatManager")
+            return
 
         try:
             chat_mgr = ChatManager()
 
-            # Step 1: OpenClaw 分析告警
             openclaw_prompt = (
-                f"你是 OpenClaw，AWOOOI SRE 戰情室的首席 AI 分析師。\n"
-                f"以下是一則基礎設施告警，請進行 RCA 根因分析並給出 3 點建議行動：\n\n"
+                f"你是 OpenClaw，AWOOOI SRE 戰情室首席 AI，精通 K8s、Prometheus、告警分析。\n"
+                f"以下是一則基礎設施告警，請進行 RCA 根因分析並給出 3 點具體建議行動：\n\n"
                 f"{alert_summary}"
             )
-            openclaw_analysis = await chat_mgr._call_openclaw(
-                system_prompt="你是 OpenClaw，AWOOOI SRE 戰情室首席 AI，精通 K8s、Prometheus、告警分析。",
-                user_message=openclaw_prompt,
-            )
-
-            if not openclaw_analysis:
-                logger.warning("trigger_group_ai_discussion_openclaw_empty")
-                return
-
-            openclaw_text = f"🔍 <b>OpenClaw 分析</b>\n\n{openclaw_analysis}"
-            openclaw_result = await self.send_as_openclaw(
-                text=openclaw_text,
-                reply_to_message_id=alert_message_id,
-            )
-
-            openclaw_msg_id = (
-                openclaw_result.get("result", {}).get("message_id")
-                if openclaw_result.get("ok")
-                else None
-            )
-
-            logger.info("group_ai_discussion_openclaw_sent", message_id=openclaw_msg_id)
-
-            # Step 2: NemoClaw 補充評論（回覆 OpenClaw 訊息）
             nemo_prompt = (
-                f"你是 NemoClaw，AWOOOI SRE 戰情室的 NemoClaw AI。\n"
-                f"OpenClaw 剛剛對以下告警做了分析：\n\n"
-                f"【原始告警】\n{alert_summary}\n\n"
-                f"【OpenClaw 分析】\n{openclaw_analysis}\n\n"
-                f"請從不同角度補充你的觀點，並指出任何可能被忽略的風險點。"
-            )
-            nemo_analysis = await chat_mgr._call_nemotron(
-                system_prompt="你是 NemoClaw，AWOOOI SRE 戰情室 AI，擅長補充分析與風險評估。",
-                user_message=nemo_prompt,
+                f"你是 NemoClaw，AWOOOI SRE 戰情室 AI 參謀，由 NVIDIA Nemotron 驅動。\n"
+                f"以下是一則基礎設施告警，請從風險評估角度分析，指出潛在的連鎖失效點：\n\n"
+                f"{alert_summary}"
             )
 
-            if not nemo_analysis:
+            # 2026-04-03 ogt: 並行執行，兩個 AI 同時分析，不互相影響（更客觀）
+            openclaw_task = asyncio.create_task(
+                chat_mgr._call_openclaw(
+                    system_prompt="你是 OpenClaw，AWOOOI SRE 戰情室首席 AI。",
+                    user_message=openclaw_prompt,
+                )
+            )
+            nemo_task = asyncio.create_task(
+                chat_mgr._call_nemotron(
+                    system_prompt="你是 NemoClaw，AWOOOI SRE 戰情室 AI 參謀。",
+                    user_message=nemo_prompt,
+                )
+            )
+
+            openclaw_analysis, nemo_analysis = await asyncio.gather(
+                openclaw_task, nemo_task, return_exceptions=True
+            )
+
+            # OpenClaw 發到群組
+            if openclaw_analysis and not isinstance(openclaw_analysis, Exception):
+                await self.send_as_openclaw(
+                    text=f"🦞 <b>OpenClaw 分析</b>\n\n{openclaw_analysis}",
+                    reply_to_message_id=alert_message_id,
+                )
+                logger.info("group_ai_discussion_openclaw_sent")
+            else:
+                logger.warning("trigger_group_ai_discussion_openclaw_empty")
+
+            # NemoClaw 發到群組（同樣 reply 告警訊息，並排出現）
+            if nemo_analysis and not isinstance(nemo_analysis, Exception):
+                await self.send_as_nemotron(
+                    text=f"🤖 <b>NemoClaw 分析</b>\n\n{nemo_analysis}",
+                    reply_to_message_id=alert_message_id,
+                )
+                logger.info("group_ai_discussion_nemo_sent")
+            else:
                 logger.warning("trigger_group_ai_discussion_nemo_empty")
-                return
-
-            nemo_text = f"🤖 <b>NemoClaw 補充</b>\n\n{nemo_analysis}"
-            await self.send_as_nemotron(
-                text=nemo_text,
-                reply_to_message_id=openclaw_msg_id or alert_message_id,
-            )
 
             logger.info("group_ai_discussion_completed", alert_message_id=alert_message_id)
 
@@ -3155,7 +3149,7 @@ class TelegramGateway:
         approval_id: str,
         user_id: int,
         username: str,
-        message_id: int,
+        message_id: int,  # noqa: ARG002
     ) -> None:
         """
         執行簽核動作 (更新資料庫)