From d78add96bb2f505f4d1136d7c5287bcfcd2e12e3 Mon Sep 17 00:00:00 2001
From: HexatomicRing <54496918+HexatomicRing@users.noreply.github.com>
Date: Wed, 9 Apr 2025 14:06:02 +0800
Subject: [PATCH 1/6] =?UTF-8?q?=E7=BB=99keywords=5Freaction=E5=A2=9E?=
 =?UTF-8?q?=E5=8A=A0=E6=AD=A3=E5=88=99=E8=A1=A8=E8=BE=BE=E5=BC=8F=E5=8C=B9?=
 =?UTF-8?q?=E9=85=8D?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

顺便做了正则表达式预编译
---
 .../chat_module/only_process/only_message_process.py |  2 +-
 .../chat_module/reasoning_chat/reasoning_chat.py     |  2 +-
 .../reasoning_chat/reasoning_prompt_builder.py       | 12 ++++++++++++
 .../chat_module/think_flow_chat/think_flow_chat.py   |  2 +-
 .../think_flow_chat/think_flow_prompt_builder.py     | 11 +++++++++++
 src/plugins/config/config.py                         |  8 ++++++--
 template/bot_config_template.toml                    |  5 +++++
 7 files changed, 37 insertions(+), 5 deletions(-)

diff --git a/src/plugins/chat_module/only_process/only_message_process.py b/src/plugins/chat_module/only_process/only_message_process.py
index 6da19efe..e2e903af 100644
--- a/src/plugins/chat_module/only_process/only_message_process.py
+++ b/src/plugins/chat_module/only_process/only_message_process.py
@@ -28,7 +28,7 @@ class MessageProcessor:
     def _check_ban_regex(self, text: str, chat, userinfo) -> bool:
         """检查消息是否匹配过滤正则表达式"""
         for pattern in global_config.ban_msgs_regex:
-            if re.search(pattern, text):
+            if pattern.search(text):
                 logger.info(
                     f"[{chat.group_info.group_name if chat.group_info else '私聊'}]{userinfo.user_nickname}:{text}"
                 )
diff --git a/src/plugins/chat_module/reasoning_chat/reasoning_chat.py b/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
index 683bef46..54915154 100644
--- a/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
+++ b/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
@@ -281,7 +281,7 @@ class ReasoningChat:
     def _check_ban_regex(self, text: str, chat, userinfo) -> bool:
         """检查消息是否匹配过滤正则表达式"""
         for pattern in global_config.ban_msgs_regex:
-            if re.search(pattern, text):
+            if pattern.search(text):
                 logger.info(
                     f"[{chat.group_info.group_name if chat.group_info else '私聊'}]{userinfo.user_nickname}:{text}"
                 )
diff --git a/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py b/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
index a379fa6d..1081fb09 100644
--- a/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
+++ b/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
@@ -1,4 +1,5 @@
 import random
+import re
 import time
 from typing import Optional, Union
 
@@ -115,6 +116,17 @@ class PromptBuilder:
                         f"检测到以下关键词之一：{rule.get('keywords', [])}，触发反应：{rule.get('reaction', '')}"
                     )
                     keywords_reaction_prompt += rule.get("reaction", "") + "，"
+                for pattern in rule.get("regex", []):
+                    result = pattern.search(message_txt)
+                    if result:
+                        reaction = rule.get('reaction', '')
+                        for name, content in result.groupdict().items():
+                            reaction = reaction.replace(f'[{name}]', content)
+                        logger.info(
+                            f"匹配到以下正则表达式：{pattern}，触发反应：{reaction}"
+                        )
+                        keywords_reaction_prompt += reaction + "，"
+                        break
 
         # 中文高手(新加的好玩功能)
         prompt_ger = ""
diff --git a/src/plugins/chat_module/think_flow_chat/think_flow_chat.py b/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
index f845770d..6d007f95 100644
--- a/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
+++ b/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
@@ -357,7 +357,7 @@ class ThinkFlowChat:
     def _check_ban_regex(self, text: str, chat, userinfo) -> bool:
         """检查消息是否匹配过滤正则表达式"""
         for pattern in global_config.ban_msgs_regex:
-            if re.search(pattern, text):
+            if pattern.search(text):
                 logger.info(
                     f"[{chat.group_info.group_name if chat.group_info else '私聊'}]{userinfo.user_nickname}:{text}"
                 )
diff --git a/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py b/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py
index fc52a615..608304a2 100644
--- a/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py
+++ b/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py
@@ -86,6 +86,17 @@ class PromptBuilder:
                         f"检测到以下关键词之一：{rule.get('keywords', [])}，触发反应：{rule.get('reaction', '')}"
                     )
                     keywords_reaction_prompt += rule.get("reaction", "") + "，"
+                for pattern in rule.get("regex", []):
+                    result = pattern.search(message_txt)
+                    if result:
+                        reaction = rule.get('reaction', '')
+                        for name, content in result.groupdict().items():
+                            reaction = reaction.replace(f'[{name}]', content)
+                        logger.info(
+                            f"匹配到以下正则表达式：{pattern}，触发反应：{reaction}"
+                        )
+                        keywords_reaction_prompt += reaction + "，"
+                        break
 
         # 中文高手(新加的好玩功能)
         prompt_ger = ""
diff --git a/src/plugins/config/config.py b/src/plugins/config/config.py
index eccb3bc0..b8bc3eff 100644
--- a/src/plugins/config/config.py
+++ b/src/plugins/config/config.py
@@ -1,4 +1,5 @@
 import os
+import re
 from dataclasses import dataclass, field
 from typing import Dict, List, Optional
 from dateutil import tz
@@ -545,8 +546,8 @@ class BotConfig:
                 "response_interested_rate_amplifier", config.response_interested_rate_amplifier
             )
             config.down_frequency_rate = msg_config.get("down_frequency_rate", config.down_frequency_rate)
-            config.ban_msgs_regex = msg_config.get("ban_msgs_regex", config.ban_msgs_regex)
-
+            for r in msg_config.get("ban_msgs_regex", config.ban_msgs_regex):
+                config.ban_msgs_regex.add(re.compile(r))
             if config.INNER_VERSION in SpecifierSet(">=0.0.11"):
                 config.max_response_length = msg_config.get("max_response_length", config.max_response_length)
             if config.INNER_VERSION in SpecifierSet(">=1.1.4"):
@@ -587,6 +588,9 @@ class BotConfig:
             keywords_reaction_config = parent["keywords_reaction"]
             if keywords_reaction_config.get("enable", False):
                 config.keywords_reaction_rules = keywords_reaction_config.get("rules", config.keywords_reaction_rules)
+                for rule in config.keywords_reaction_rules:
+                    if rule.get("enable", False) and "regex" in rule:
+                        rule["regex"] = [re.compile(r) for r in rule.get("regex", [])]
 
         def chinese_typo(parent: dict):
             chinese_typo_config = parent["chinese_typo"]
diff --git a/template/bot_config_template.toml b/template/bot_config_template.toml
index 70cf0e0b..e4762b7d 100644
--- a/template/bot_config_template.toml
+++ b/template/bot_config_template.toml
@@ -149,6 +149,11 @@ enable = false # 仅作示例，不会触发
 keywords = ["测试关键词回复","test",""]
 reaction = "回答“测试成功”"
 
+[[keywords_reaction.rules]] # 使用正则表达式匹配句式
+enable = false # 仅作示例，不会触发
+regex = ["^(?P<n>\\S{1,20})是这样的$"] # 将匹配到的词汇命名为n，反应中对应的[n]会被替换为匹配到的内容，若不了解正则表达式请勿编写
+reaction = "请按照以下模板造句：[n]是这样的，xx只要xx就可以，可是[n]要考虑的事情就很多了，比如什么时候xx，什么时候xx，什么时候xx。（请自由发挥替换xx部分，只需保持句式结构，同时表达一种将[n]过度重视的反讽意味）"
+
 [chinese_typo]
 enable = true # 是否启用中文错别字生成器
 error_rate=0.001 # 单字替换概率

From fc4063a467b12ffca58a83c1f238731e0a12106b Mon Sep 17 00:00:00 2001
From: HexatomicRing <54496918+HexatomicRing@users.noreply.github.com>
Date: Wed, 9 Apr 2025 14:09:37 +0800
Subject: [PATCH 2/6] =?UTF-8?q?import=E4=BC=98=E5=8C=96?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/plugins/chat_module/only_process/only_message_process.py     | 1 -
 src/plugins/chat_module/reasoning_chat/reasoning_chat.py         | 1 -
 .../chat_module/reasoning_chat/reasoning_prompt_builder.py       | 1 -
 3 files changed, 3 deletions(-)

diff --git a/src/plugins/chat_module/only_process/only_message_process.py b/src/plugins/chat_module/only_process/only_message_process.py
index e2e903af..a39b7f8b 100644
--- a/src/plugins/chat_module/only_process/only_message_process.py
+++ b/src/plugins/chat_module/only_process/only_message_process.py
@@ -2,7 +2,6 @@ from src.common.logger import get_module_logger
 from src.plugins.chat.message import MessageRecv
 from src.plugins.storage.storage import MessageStorage
 from src.plugins.config.config import global_config
-import re
 from datetime import datetime
 
 logger = get_module_logger("pfc_message_processor")
diff --git a/src/plugins/chat_module/reasoning_chat/reasoning_chat.py b/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
index 54915154..194bbf4f 100644
--- a/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
+++ b/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
@@ -1,6 +1,5 @@
 import time
 from random import random
-import re
 
 from ...memory_system.Hippocampus import HippocampusManager
 from ...moods.moods import MoodManager
diff --git a/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py b/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
index 1081fb09..045045ba 100644
--- a/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
+++ b/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
@@ -1,5 +1,4 @@
 import random
-import re
 import time
 from typing import Optional, Union
 

From 9de20854a16fc69d84c36c46aee2ab34c5689d1b Mon Sep 17 00:00:00 2001
From: HexatomicRing <54496918+HexatomicRing@users.noreply.github.com>
Date: Wed, 9 Apr 2025 14:10:49 +0800
Subject: [PATCH 3/6] =?UTF-8?q?import=E4=BC=98=E5=8C=96+1?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 src/plugins/chat_module/think_flow_chat/think_flow_chat.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/src/plugins/chat_module/think_flow_chat/think_flow_chat.py b/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
index 6d007f95..c48f9cb7 100644
--- a/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
+++ b/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
@@ -1,6 +1,5 @@
 import time
 from random import random
-import re
 
 from ...memory_system.Hippocampus import HippocampusManager
 from ...moods.moods import MoodManager

From 3653e2b4ae849cf8660e85b1b1f0bde8b6571a2c Mon Sep 17 00:00:00 2001
From: HexatomicRing <54496918+HexatomicRing@users.noreply.github.com>
Date: Wed, 9 Apr 2025 14:06:02 +0800
Subject: [PATCH 4/6] =?UTF-8?q?=E7=BB=99keywords=5Freaction=E5=A2=9E?=
 =?UTF-8?q?=E5=8A=A0=E6=AD=A3=E5=88=99=E8=A1=A8=E8=BE=BE=E5=BC=8F=E5=8C=B9?=
 =?UTF-8?q?=E9=85=8D?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

顺便做了正则表达式预编译
---
 .../chat_module/only_process/only_message_process.py |  2 +-
 .../chat_module/reasoning_chat/reasoning_chat.py     |  2 +-
 .../reasoning_chat/reasoning_prompt_builder.py       | 12 ++++++++++++
 .../chat_module/think_flow_chat/think_flow_chat.py   |  2 +-
 .../think_flow_chat/think_flow_prompt_builder.py     | 11 +++++++++++
 src/plugins/config/config.py                         |  8 ++++++--
 template/bot_config_template.toml                    |  5 +++++
 7 files changed, 37 insertions(+), 5 deletions(-)

diff --git a/src/plugins/chat_module/only_process/only_message_process.py b/src/plugins/chat_module/only_process/only_message_process.py
index 6da19efe..e2e903af 100644
--- a/src/plugins/chat_module/only_process/only_message_process.py
+++ b/src/plugins/chat_module/only_process/only_message_process.py
@@ -28,7 +28,7 @@ class MessageProcessor:
     def _check_ban_regex(self, text: str, chat, userinfo) -> bool:
         """检查消息是否匹配过滤正则表达式"""
         for pattern in global_config.ban_msgs_regex:
-            if re.search(pattern, text):
+            if pattern.search(text):
                 logger.info(
                     f"[{chat.group_info.group_name if chat.group_info else '私聊'}]{userinfo.user_nickname}:{text}"
                 )
diff --git a/src/plugins/chat_module/reasoning_chat/reasoning_chat.py b/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
index b9e94e4f..0bdfc7c3 100644
--- a/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
+++ b/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
@@ -302,7 +302,7 @@ class ReasoningChat:
     def _check_ban_regex(self, text: str, chat, userinfo) -> bool:
         """检查消息是否匹配过滤正则表达式"""
         for pattern in global_config.ban_msgs_regex:
-            if re.search(pattern, text):
+            if pattern.search(text):
                 logger.info(
                     f"[{chat.group_info.group_name if chat.group_info else '私聊'}]{userinfo.user_nickname}:{text}"
                 )
diff --git a/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py b/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
index a379fa6d..1081fb09 100644
--- a/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
+++ b/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
@@ -1,4 +1,5 @@
 import random
+import re
 import time
 from typing import Optional, Union
 
@@ -115,6 +116,17 @@ class PromptBuilder:
                         f"检测到以下关键词之一：{rule.get('keywords', [])}，触发反应：{rule.get('reaction', '')}"
                     )
                     keywords_reaction_prompt += rule.get("reaction", "") + "，"
+                for pattern in rule.get("regex", []):
+                    result = pattern.search(message_txt)
+                    if result:
+                        reaction = rule.get('reaction', '')
+                        for name, content in result.groupdict().items():
+                            reaction = reaction.replace(f'[{name}]', content)
+                        logger.info(
+                            f"匹配到以下正则表达式：{pattern}，触发反应：{reaction}"
+                        )
+                        keywords_reaction_prompt += reaction + "，"
+                        break
 
         # 中文高手(新加的好玩功能)
         prompt_ger = ""
diff --git a/src/plugins/chat_module/think_flow_chat/think_flow_chat.py b/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
index 51bafcbc..f9bc275a 100644
--- a/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
+++ b/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
@@ -388,7 +388,7 @@ class ThinkFlowChat:
     def _check_ban_regex(self, text: str, chat, userinfo) -> bool:
         """检查消息是否匹配过滤正则表达式"""
         for pattern in global_config.ban_msgs_regex:
-            if re.search(pattern, text):
+            if pattern.search(text):
                 logger.info(
                     f"[{chat.group_info.group_name if chat.group_info else '私聊'}]{userinfo.user_nickname}:{text}"
                 )
diff --git a/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py b/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py
index 5d701c6a..8938e2e7 100644
--- a/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py
+++ b/src/plugins/chat_module/think_flow_chat/think_flow_prompt_builder.py
@@ -61,6 +61,17 @@ class PromptBuilder:
                         f"检测到以下关键词之一：{rule.get('keywords', [])}，触发反应：{rule.get('reaction', '')}"
                     )
                     keywords_reaction_prompt += rule.get("reaction", "") + "，"
+                for pattern in rule.get("regex", []):
+                    result = pattern.search(message_txt)
+                    if result:
+                        reaction = rule.get('reaction', '')
+                        for name, content in result.groupdict().items():
+                            reaction = reaction.replace(f'[{name}]', content)
+                        logger.info(
+                            f"匹配到以下正则表达式：{pattern}，触发反应：{reaction}"
+                        )
+                        keywords_reaction_prompt += reaction + "，"
+                        break
 
         # 中文高手(新加的好玩功能)
         prompt_ger = ""
diff --git a/src/plugins/config/config.py b/src/plugins/config/config.py
index 23e27749..be334329 100644
--- a/src/plugins/config/config.py
+++ b/src/plugins/config/config.py
@@ -1,4 +1,5 @@
 import os
+import re
 from dataclasses import dataclass, field
 from typing import Dict, List, Optional
 from dateutil import tz
@@ -545,8 +546,8 @@ class BotConfig:
                 "response_interested_rate_amplifier", config.response_interested_rate_amplifier
             )
             config.down_frequency_rate = msg_config.get("down_frequency_rate", config.down_frequency_rate)
-            config.ban_msgs_regex = msg_config.get("ban_msgs_regex", config.ban_msgs_regex)
-
+            for r in msg_config.get("ban_msgs_regex", config.ban_msgs_regex):
+                config.ban_msgs_regex.add(re.compile(r))
             if config.INNER_VERSION in SpecifierSet(">=0.0.11"):
                 config.max_response_length = msg_config.get("max_response_length", config.max_response_length)
             if config.INNER_VERSION in SpecifierSet(">=1.1.4"):
@@ -587,6 +588,9 @@ class BotConfig:
             keywords_reaction_config = parent["keywords_reaction"]
             if keywords_reaction_config.get("enable", False):
                 config.keywords_reaction_rules = keywords_reaction_config.get("rules", config.keywords_reaction_rules)
+                for rule in config.keywords_reaction_rules:
+                    if rule.get("enable", False) and "regex" in rule:
+                        rule["regex"] = [re.compile(r) for r in rule.get("regex", [])]
 
         def chinese_typo(parent: dict):
             chinese_typo_config = parent["chinese_typo"]
diff --git a/template/bot_config_template.toml b/template/bot_config_template.toml
index 84a70cd9..059a03ed 100644
--- a/template/bot_config_template.toml
+++ b/template/bot_config_template.toml
@@ -149,6 +149,11 @@ enable = false # 仅作示例，不会触发
 keywords = ["测试关键词回复","test",""]
 reaction = "回答“测试成功”"
 
+[[keywords_reaction.rules]] # 使用正则表达式匹配句式
+enable = false # 仅作示例，不会触发
+regex = ["^(?P<n>\\S{1,20})是这样的$"] # 将匹配到的词汇命名为n，反应中对应的[n]会被替换为匹配到的内容，若不了解正则表达式请勿编写
+reaction = "请按照以下模板造句：[n]是这样的，xx只要xx就可以，可是[n]要考虑的事情就很多了，比如什么时候xx，什么时候xx，什么时候xx。（请自由发挥替换xx部分，只需保持句式结构，同时表达一种将[n]过度重视的反讽意味）"
+
 [chinese_typo]
 enable = true # 是否启用中文错别字生成器
 error_rate=0.001 # 单字替换概率

From d7aece01f182c4f2e0dac386e36d0fdc37c5eed5 Mon Sep 17 00:00:00 2001
From: HexatomicRing <54496918+HexatomicRing@users.noreply.github.com>
Date: Wed, 9 Apr 2025 14:09:37 +0800
Subject: [PATCH 5/6] =?UTF-8?q?import=E4=BC=98=E5=8C=96?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

# Conflicts:
#	src/plugins/chat_module/reasoning_chat/reasoning_chat.py
---
 .../only_process/only_message_process.py      |  1 -
 .../reasoning_chat/reasoning_chat.py          | 22 +++++++++----------
 .../reasoning_prompt_builder.py               |  1 -
 3 files changed, 11 insertions(+), 13 deletions(-)

diff --git a/src/plugins/chat_module/only_process/only_message_process.py b/src/plugins/chat_module/only_process/only_message_process.py
index e2e903af..a39b7f8b 100644
--- a/src/plugins/chat_module/only_process/only_message_process.py
+++ b/src/plugins/chat_module/only_process/only_message_process.py
@@ -2,7 +2,6 @@ from src.common.logger import get_module_logger
 from src.plugins.chat.message import MessageRecv
 from src.plugins.storage.storage import MessageStorage
 from src.plugins.config.config import global_config
-import re
 from datetime import datetime
 
 logger = get_module_logger("pfc_message_processor")
diff --git a/src/plugins/chat_module/reasoning_chat/reasoning_chat.py b/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
index 0bdfc7c3..85d6b72b 100644
--- a/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
+++ b/src/plugins/chat_module/reasoning_chat/reasoning_chat.py
@@ -1,6 +1,6 @@
 import time
 from random import random
-import re
+
 from typing import List
 from ...memory_system.Hippocampus import HippocampusManager
 from ...moods.moods import MoodManager
@@ -59,10 +59,10 @@ class ReasoningChat:
 
         return thinking_id
 
-    async def _send_response_messages(self, 
-                                      message, 
-                                      chat, 
-                                      response_set:List[str], 
+    async def _send_response_messages(self,
+                                      message,
+                                      chat,
+                                      response_set:List[str],
                                       thinking_id) -> MessageSending:
         """发送回复消息"""
         container = message_manager.get_container(chat.stream_id)
@@ -240,9 +240,9 @@ class ReasoningChat:
             thinking_id = await self._create_thinking_message(message, chat, userinfo, messageinfo)
             timer2 = time.time()
             timing_results["创建思考消息"] = timer2 - timer1
-            
+
             logger.debug(f"创建捕捉器，thinking_id:{thinking_id}")
-                
+
             info_catcher = info_catcher_manager.get_info_catcher(thinking_id)
             info_catcher.catch_decide_to_response(message)
 
@@ -251,7 +251,7 @@ class ReasoningChat:
             response_set = await self.gpt.generate_response(message,thinking_id)
             timer2 = time.time()
             timing_results["生成回复"] = timer2 - timer1
-            
+
             info_catcher.catch_after_generate_response(timing_results["生成回复"])
 
             if not response_set:
@@ -263,10 +263,10 @@ class ReasoningChat:
             first_bot_msg = await self._send_response_messages(message, chat, response_set, thinking_id)
             timer2 = time.time()
             timing_results["发送消息"] = timer2 - timer1
-            
+
             info_catcher.catch_after_response(timing_results["发送消息"],response_set,first_bot_msg)
-                
-                
+
+
             info_catcher.done_catch()
 
             # 处理表情包
diff --git a/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py b/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
index 1081fb09..045045ba 100644
--- a/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
+++ b/src/plugins/chat_module/reasoning_chat/reasoning_prompt_builder.py
@@ -1,5 +1,4 @@
 import random
-import re
 import time
 from typing import Optional, Union
 

From 302a0c6741ecc66706d583f0cacbdf47537d344e Mon Sep 17 00:00:00 2001
From: HexatomicRing <54496918+HexatomicRing@users.noreply.github.com>
Date: Wed, 9 Apr 2025 14:10:49 +0800
Subject: [PATCH 6/6] =?UTF-8?q?import=E4=BC=98=E5=8C=96+1?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../think_flow_chat/think_flow_chat.py        | 31 +++++++++----------
 1 file changed, 15 insertions(+), 16 deletions(-)

diff --git a/src/plugins/chat_module/think_flow_chat/think_flow_chat.py b/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
index f9bc275a..cf0276d9 100644
--- a/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
+++ b/src/plugins/chat_module/think_flow_chat/think_flow_chat.py
@@ -1,6 +1,5 @@
 import time
 from random import random
-import re
 import traceback
 from typing import List
 from ...memory_system.Hippocampus import HippocampusManager
@@ -61,10 +60,10 @@ class ThinkFlowChat:
 
         return thinking_id
 
-    async def _send_response_messages(self, 
-                                      message, 
-                                      chat, 
-                                      response_set:List[str], 
+    async def _send_response_messages(self,
+                                      message,
+                                      chat,
+                                      response_set:List[str],
                                       thinking_id) -> MessageSending:
         """发送回复消息"""
         container = message_manager.get_container(chat.stream_id)
@@ -266,8 +265,8 @@ class ThinkFlowChat:
         if random() < reply_probability:
             try:
                 do_reply = True
-                
-                
+
+
 
                 # 创建思考消息
                 try:
@@ -277,9 +276,9 @@ class ThinkFlowChat:
                     timing_results["创建思考消息"] = timer2 - timer1
                 except Exception as e:
                     logger.error(f"心流创建思考消息失败: {e}")
-                    
+
                 logger.debug(f"创建捕捉器，thinking_id:{thinking_id}")
-                
+
                 info_catcher = info_catcher_manager.get_info_catcher(thinking_id)
                 info_catcher.catch_decide_to_response(message)
 
@@ -291,7 +290,7 @@ class ThinkFlowChat:
                     timing_results["观察"] = timer2 - timer1
                 except Exception as e:
                     logger.error(f"心流观察失败: {e}")
-                    
+
                 info_catcher.catch_after_observe(timing_results["观察"])
 
                 # 思考前脑内状态
@@ -306,7 +305,7 @@ class ThinkFlowChat:
                     timing_results["思考前脑内状态"] = timer2 - timer1
                 except Exception as e:
                     logger.error(f"心流思考前脑内状态失败: {e}")
-                    
+
                 info_catcher.catch_afer_shf_step(timing_results["思考前脑内状态"],past_mind,current_mind)
 
                 # 生成回复
@@ -316,7 +315,7 @@ class ThinkFlowChat:
                 timing_results["生成回复"] = timer2 - timer1
 
                 info_catcher.catch_after_generate_response(timing_results["生成回复"])
-                
+
                 if not response_set:
                     logger.info("回复生成失败，返回为空")
                     return
@@ -329,11 +328,11 @@ class ThinkFlowChat:
                     timing_results["发送消息"] = timer2 - timer1
                 except Exception as e:
                     logger.error(f"心流发送消息失败: {e}")
-                
-                
+
+
                 info_catcher.catch_after_response(timing_results["发送消息"],response_set,first_bot_msg)
-                
-                
+
+
                 info_catcher.done_catch()
 
                 # 处理表情包