diff --git a/astrbot/builtin_stars/astrbot/long_term_memory.py b/astrbot/builtin_stars/astrbot/long_term_memory.py
index e08cdc5157..d71710b60b 100644
--- a/astrbot/builtin_stars/astrbot/long_term_memory.py
+++ b/astrbot/builtin_stars/astrbot/long_term_memory.py
@@ -37,6 +37,14 @@ def cfg(self, event: AstrMessageEvent):
         image_caption = cfg["provider_ltm_settings"]["image_caption"] and bool(
             image_caption_provider_id
         )
+        context_prompt = cfg["provider_ltm_settings"].get(
+            "context_prompt",
+            "You are now in a chatroom. The chat history is as follows: \n",
+        )
+        active_reply_suffix_prompt = cfg["provider_ltm_settings"].get(
+            "active_reply_suffix_prompt",
+            "Please react to it. Only output your response and do not output any other information. You MUST use the SAME language as the chatroom is using.",
+        )
         active_reply = cfg["provider_ltm_settings"]["active_reply"]
         enable_active_reply = active_reply.get("enable", False)
         ar_method = active_reply["method"]
@@ -45,6 +53,8 @@ def cfg(self, event: AstrMessageEvent):
         ar_whitelist = active_reply.get("whitelist", [])
         ret = {
             "max_cnt": max_cnt,
+            "context_prompt": context_prompt,
+            "active_reply_suffix_prompt": active_reply_suffix_prompt,
             "image_caption": image_caption,
             "image_caption_prompt": image_caption_prompt,
             "image_caption_provider_id": image_caption_provider_id,
@@ -159,16 +169,13 @@ async def on_req_llm(self, event: AstrMessageEvent, req: ProviderRequest) -> Non
         if cfg["enable_active_reply"]:
             prompt = req.prompt
             req.prompt = (
-                f"You are now in a chatroom. The chat history is as follows:\n{chats_str}"
+                f"{cfg['context_prompt']}{chats_str}"
                 f"\nNow, a new message is coming: `{prompt}`. "
-                "Please react to it. Only output your response and do not output any other information. "
-                "You MUST use the SAME language as the chatroom is using."
+                f"{cfg['active_reply_suffix_prompt']}"
             )
             req.contexts = []  # 清空上下文，当使用了主动回复，所有聊天记录都在一个prompt中。
         else:
-            req.system_prompt += (
-                "You are now in a chatroom. The chat history is as follows: \n"
-            )
+            req.system_prompt += cfg["context_prompt"]
             req.system_prompt += chats_str
 
     async def after_req_llm(
diff --git a/astrbot/core/config/default.py b/astrbot/core/config/default.py
index 846b1a350e..f9dff5bf38 100644
--- a/astrbot/core/config/default.py
+++ b/astrbot/core/config/default.py
@@ -209,6 +209,8 @@
     "provider_ltm_settings": {
         "group_icl_enable": False,
         "group_message_max_cnt": 300,
+        "context_prompt": "You are now in a chatroom. The chat history is as follows: \n",
+        "active_reply_suffix_prompt": "Please react to it. Only output your response and do not output any other information. You MUST use the SAME language as the chatroom is using.",
         "image_caption": False,
         "image_caption_provider_id": "",
         "active_reply": {
@@ -3868,6 +3870,10 @@ class ChatProviderTemplate(TypedDict):
                         "description": "最大消息数量",
                         "type": "int",
                     },
+                    "provider_ltm_settings.context_prompt": {
+                        "description": "上下文感知提示词",
+                        "type": "text",
+                    },
                     "provider_ltm_settings.image_caption": {
                         "description": "自动理解图片",
                         "type": "bool",
@@ -3912,6 +3918,13 @@ class ChatProviderTemplate(TypedDict):
                             "provider_ltm_settings.active_reply.enable": True,
                         },
                     },
+                    "provider_ltm_settings.active_reply_suffix_prompt": {
+                        "description": "主动回复后缀提示词",
+                        "type": "text",
+                        "condition": {
+                            "provider_ltm_settings.active_reply.enable": True,
+                        },
+                    },
                 },
             },
         },
diff --git a/dashboard/src/i18n/locales/en-US/features/config-metadata.json b/dashboard/src/i18n/locales/en-US/features/config-metadata.json
index 9ae8672826..515d060bec 100644
--- a/dashboard/src/i18n/locales/en-US/features/config-metadata.json
+++ b/dashboard/src/i18n/locales/en-US/features/config-metadata.json
@@ -936,6 +936,12 @@
         "group_message_max_cnt": {
           "description": "Maximum Message Count"
         },
+        "context_prompt": {
+          "description": "Context Awareness Prompt"
+        },
+        "active_reply_suffix_prompt": {
+          "description": "Active Reply Suffix Prompt"
+        },
         "image_caption": {
           "description": "Auto-understand Images",
           "hint": "Requires setting a group chat image caption model."
diff --git a/dashboard/src/i18n/locales/zh-CN/features/config-metadata.json b/dashboard/src/i18n/locales/zh-CN/features/config-metadata.json
index c04138402e..e7c3807288 100644
--- a/dashboard/src/i18n/locales/zh-CN/features/config-metadata.json
+++ b/dashboard/src/i18n/locales/zh-CN/features/config-metadata.json
@@ -938,6 +938,12 @@
         "group_message_max_cnt": {
           "description": "最大消息数量"
         },
+        "context_prompt": {
+          "description": "上下文感知提示词"
+        },
+        "active_reply_suffix_prompt": {
+          "description": "主动回复后缀提示词"
+        },
         "image_caption": {
           "description": "自动理解图片",
           "hint": "需要设置群聊图片转述模型。"