Merge branch 'dev' of https://github.com/MaiM-with-u/MaiBot into dev

scripts/070configexe.py

@@ -8,6 +8,7 @@ import threading
 import time
 import sys
 
+
 class ConfigEditor:
     def __init__(self, root):
         self.root = root
@@ -120,33 +121,33 @@ class ConfigEditor:
                 return
 
             # 读取环境文件
-            with open(env_path, 'r', encoding='utf-8') as f:
+            with open(env_path, "r", encoding="utf-8") as f:
                 env_content = f.read()
 
             # 解析环境变量
             env_vars = {}
-            for line in env_content.split('\n'):
+            for line in env_content.split("\n"):
                 line = line.strip()
-                if not line or line.startswith('#'):
+                if not line or line.startswith("#"):
                     continue
 
-                if '=' in line:
-                    key, value = line.split('=', 1)
+                if "=" in line:
+                    key, value = line.split("=", 1)
                     key = key.strip()
                     value = value.strip()
 
                     # 检查是否是目标变量
-                    if key.endswith('_BASE_URL') or key.endswith('_KEY'):
+                    if key.endswith("_BASE_URL") or key.endswith("_KEY"):
                         # 提取前缀（去掉_BASE_URL或_KEY）
-                        prefix = key[:-9] if key.endswith('_BASE_URL') else key[:-4]
+                        prefix = key[:-9] if key.endswith("_BASE_URL") else key[:-4]
                         if prefix not in env_vars:
                             env_vars[prefix] = {}
                         env_vars[prefix][key] = value
 
             # 将解析的环境变量添加到配置中
-            if 'env_vars' not in self.config:
-                self.config['env_vars'] = {}
-            self.config['env_vars'].update(env_vars)
+            if "env_vars" not in self.config:
+                self.config["env_vars"] = {}
+            self.config["env_vars"].update(env_vars)
 
         except Exception as e:
             print(f"加载环境变量失败: {str(e)}")
@@ -181,7 +182,16 @@ class ConfigEditor:
 
         # 只显示bot_config.toml实际存在的section
         for section in self.config:
-            if section not in ("inner", "env_vars", "telemetry", "experimental", "maim_message", "keyword_reaction", "message_receive", "relationship"):
+            if section not in (
+                "inner",
+                "env_vars",
+                "telemetry",
+                "experimental",
+                "maim_message",
+                "keyword_reaction",
+                "message_receive",
+                "relationship",
+            ):
                 section_trans = self.translations.get("sections", {}).get(section, {})
                 section_name = section_trans.get("name", section)
                 self.tree.insert("", "end", text=section_name, values=(section,))
@@ -251,7 +261,7 @@ class ConfigEditor:
             "provider": ("模型提供商", "模型API的提供商"),
             "pri_in": ("输入价格", "模型输入的价格/消耗"),
             "pri_out": ("输出价格", "模型输出的价格/消耗"),
-            "temp": ("模型温度", "控制模型输出的多样性")
+            "temp": ("模型温度", "控制模型输出的多样性"),
         }
 
         item_name_to_display = key  # 默认显示原始键名
@@ -294,9 +304,15 @@ class ConfigEditor:
             # 判断parent是不是self.content_frame
             if parent == self.content_frame:
                 # 主界面
-                if hasattr(self, 'current_section') and self.current_section and self.current_section != "quick_settings":
-                    self.create_section_widgets(parent, self.current_section, self.config[self.current_section], [self.current_section])
-                elif hasattr(self, 'current_section') and self.current_section == "quick_settings":
+                if (
+                    hasattr(self, "current_section")
+                    and self.current_section
+                    and self.current_section != "quick_settings"
+                ):
+                    self.create_section_widgets(
+                        parent, self.current_section, self.config[self.current_section], [self.current_section]
+                    )
+                elif hasattr(self, "current_section") and self.current_section == "quick_settings":
                     self.create_quick_settings_widgets()
             else:
                 # 弹窗Tab
@@ -318,7 +334,9 @@ class ConfigEditor:
         desc_row = 1
         if item_desc_to_display:
             desc_label = ttk.Label(frame, text=item_desc_to_display, foreground="gray", font=("微软雅黑", 10))
-            desc_label.grid(row=desc_row, column=0, columnspan=content_col_offset_for_star + 1, sticky=tk.W, padx=5, pady=(0, 4))
+            desc_label.grid(
+                row=desc_row, column=0, columnspan=content_col_offset_for_star + 1, sticky=tk.W, padx=5, pady=(0, 4)
+            )
             widget_row = desc_row + 1  # 内容控件在描述下方
         else:
             widget_row = desc_row  # 内容控件直接在第二行
@@ -326,7 +344,7 @@ class ConfigEditor:
         # 配置内容控件（第三行或第二行）
         if path[0] == "inner":
             value_label = ttk.Label(frame, text=str(value), font=("微软雅黑", 16))
-            value_label.grid(row=widget_row, column=0, columnspan=content_col_offset_for_star +1, sticky=tk.W, padx=5)
+            value_label.grid(row=widget_row, column=0, columnspan=content_col_offset_for_star + 1, sticky=tk.W, padx=5)
             return
 
         if isinstance(value, bool):
@@ -341,7 +359,7 @@ class ConfigEditor:
             # 数字使用数字输入框
             var = tk.StringVar(value=str(value))
             entry = ttk.Entry(frame, textvariable=var, font=("微软雅黑", 16))
-            entry.grid(row=widget_row, column=0, columnspan=content_col_offset_for_star +1, sticky=tk.W+tk.E, padx=5)
+            entry.grid(row=widget_row, column=0, columnspan=content_col_offset_for_star + 1, sticky=tk.W + tk.E, padx=5)
             var.trace_add("write", lambda *args: self.on_value_changed())
             self.widgets[tuple(path + [key])] = var
             widget_type = "number"
@@ -401,22 +419,22 @@ class ConfigEditor:
                 # print(f"最终providers列表: {providers}")
                 if providers:
                     # 创建模型名称标签（大字体）
-                    model_name = var.get() if var.get() else providers[0]
-                    section_translations = {
-                        "model.utils": "麦麦组件模型",
-                        "model.utils_small": "小型麦麦组件模型",
-                        "model.memory_summary": "记忆概括模型",
-                        "model.vlm": "图像识别模型",
-                        "model.embedding": "嵌入模型",
-                        "model.normal_chat_1": "普通聊天：主要聊天模型",
-                        "model.normal_chat_2": "普通聊天：次要聊天模型",
-                        "model.focus_working_memory": "专注模式：工作记忆模型",
-                        "model.focus_chat_mind": "专注模式：聊天思考模型",
-                        "model.focus_tool_use": "专注模式：工具调用模型",
-                        "model.focus_planner": "专注模式：决策模型",
-                        "model.focus_expressor": "专注模式：表达器模型",
-                        "model.focus_self_recognize": "专注模式：自我识别模型"
-                    }
+                    # model_name = var.get() if var.get() else providers[0]
+                    # section_translations = {
+                    #     "model.utils": "麦麦组件模型",
+                    #     "model.utils_small": "小型麦麦组件模型",
+                    #     "model.memory_summary": "记忆概括模型",
+                    #     "model.vlm": "图像识别模型",
+                    #     "model.embedding": "嵌入模型",
+                    #     "model.normal_chat_1": "普通聊天：主要聊天模型",
+                    #     "model.normal_chat_2": "普通聊天：次要聊天模型",
+                    #     "model.focus_working_memory": "专注模式：工作记忆模型",
+                    #     "model.focus_chat_mind": "专注模式：聊天思考模型",
+                    #     "model.focus_tool_use": "专注模式：工具调用模型",
+                    #     "model.focus_planner": "专注模式：决策模型",
+                    #     "model.focus_expressor": "专注模式：表达器模型",
+                    #     "model.focus_self_recognize": "专注模式：自我识别模型"
+                    # }
                     # 获取当前节的名称
                     # current_section = ".".join(path[:-1])  # 去掉最后一个key
                     # section_name = section_translations.get(current_section, current_section)
@@ -426,8 +444,16 @@ class ConfigEditor:
                     # section_label.grid(row=widget_row, column=0, columnspan=content_col_offset_for_star +1, sticky=tk.W, padx=5, pady=(0, 5))
 
                     # 创建下拉菜单（小字体）
-                    combo = ttk.Combobox(frame, textvariable=var, values=providers, font=("微软雅黑", 12), state="readonly")
-                    combo.grid(row=widget_row + 1, column=0, columnspan=content_col_offset_for_star +1, sticky=tk.W+tk.E, padx=5)
+                    combo = ttk.Combobox(
+                        frame, textvariable=var, values=providers, font=("微软雅黑", 12), state="readonly"
+                    )
+                    combo.grid(
+                        row=widget_row + 1,
+                        column=0,
+                        columnspan=content_col_offset_for_star + 1,
+                        sticky=tk.W + tk.E,
+                        padx=5,
+                    )
                     combo.bind("<<ComboboxSelected>>", lambda e: self.on_value_changed())
                     self.widgets[tuple(path + [key])] = var
                     widget_type = "provider"
@@ -436,14 +462,18 @@ class ConfigEditor:
                     # 如果没有可用的provider，使用普通文本框
                     # print(f"没有可用的provider，使用普通文本框")
                     entry = ttk.Entry(frame, textvariable=var, font=("微软雅黑", 16))
-                    entry.grid(row=widget_row, column=0, columnspan=content_col_offset_for_star +1, sticky=tk.W+tk.E, padx=5)
+                    entry.grid(
+                        row=widget_row, column=0, columnspan=content_col_offset_for_star + 1, sticky=tk.W + tk.E, padx=5
+                    )
                     var.trace_add("write", lambda *args: self.on_value_changed())
                     self.widgets[tuple(path + [key])] = var
                     widget_type = "text"
             else:
                 # 普通文本框
                 entry = ttk.Entry(frame, textvariable=var, font=("微软雅黑", 16))
-                entry.grid(row=widget_row, column=0, columnspan=content_col_offset_for_star +1, sticky=tk.W+tk.E, padx=5)
+                entry.grid(
+                    row=widget_row, column=0, columnspan=content_col_offset_for_star + 1, sticky=tk.W + tk.E, padx=5
+                )
                 var.trace_add("write", lambda *args: self.on_value_changed())
                 self.widgets[tuple(path + [key])] = var
             widget_type = "text"
@@ -468,7 +498,7 @@ class ConfigEditor:
             "model.focus_tool_use": "工具调用模型",
             "model.focus_planner": "决策模型",
             "model.focus_expressor": "表达器模型",
-            "model.focus_self_recognize": "自我识别模型"
+            "model.focus_self_recognize": "自我识别模型",
         }
         section_trans = self.translations.get("sections", {}).get(full_section_path, {})
         section_name = section_trans.get("name") or section_translations.get(full_section_path) or section
@@ -557,7 +587,7 @@ class ConfigEditor:
 
             # 创建描述标签
             if setting.get("description"):
-                desc_label = ttk.Label(frame, text=setting['description'], foreground="gray", font=("微软雅黑", 10))
+                desc_label = ttk.Label(frame, text=setting["description"], foreground="gray", font=("微软雅黑", 10))
                 desc_label.pack(fill=tk.X, padx=5, pady=(0, 2))
 
             # 根据类型创建不同的控件
@@ -575,14 +605,14 @@ class ConfigEditor:
                 value = str(value) if value is not None else ""
                 var = tk.StringVar(value=value)
                 entry = ttk.Entry(frame, textvariable=var, width=40, font=("微软雅黑", 12))
-                entry.pack(fill=tk.X, padx=5, pady=(0,5))
+                entry.pack(fill=tk.X, padx=5, pady=(0, 5))
                 var.trace_add("write", lambda *args, p=path, v=var: self.on_quick_setting_changed(p, v))
 
             elif setting_type == "number":
                 value = str(value) if value is not None else "0"
                 var = tk.StringVar(value=value)
                 entry = ttk.Entry(frame, textvariable=var, width=10, font=("微软雅黑", 12))
-                entry.pack(fill=tk.X, padx=5, pady=(0,5))
+                entry.pack(fill=tk.X, padx=5, pady=(0, 5))
                 var.trace_add("write", lambda *args, p=path, v=var: self.on_quick_setting_changed(p, v))
 
             elif setting_type == "list":
@@ -659,7 +689,7 @@ class ConfigEditor:
                 # 获取所有控件的值
                 for path, widget in self.widgets.items():
                     # 跳过 env_vars 的控件赋值（只用于.env，不写回config）
-                    if len(path) >= 2 and path[0] == 'env_vars':
+                    if len(path) >= 2 and path[0] == "env_vars":
                         continue
                     value = self.get_widget_value(widget)
                     current = self.config
@@ -669,11 +699,11 @@ class ConfigEditor:
                     current[final_key] = value
 
                 # === 只保存 TOML，不包含 env_vars ===
-                env_vars = self.config.pop('env_vars', None)
+                env_vars = self.config.pop("env_vars", None)
                 with open(self.config_path, "wb") as f:
                     tomli_w.dump(self.config, f)
                 if env_vars is not None:
-                    self.config['env_vars'] = env_vars
+                    self.config["env_vars"] = env_vars
 
                 # === 保存 env_vars 到 .env 文件（只覆盖特定key，其他内容保留） ===
                 env_path = self.editor_config["config"].get("env_file", ".env")
@@ -687,7 +717,7 @@ class ConfigEditor:
                 # 2. 收集所有目标key的新值（直接从widgets取）
                 new_env_dict = {}
                 for path, widget in self.widgets.items():
-                    if len(path) == 2 and path[0] == 'env_vars':
+                    if len(path) == 2 and path[0] == "env_vars":
                         k = path[1]
                         if k.endswith("_BASE_URL") or k.endswith("_KEY"):
                             new_env_dict[k] = self.get_widget_value(widget)
@@ -715,15 +745,15 @@ class ConfigEditor:
 
                 # === 保存完 .env 后，同步 widgets 的值回 self.config['env_vars'] ===
                 for path, widget in self.widgets.items():
-                    if len(path) == 2 and path[0] == 'env_vars':
+                    if len(path) == 2 and path[0] == "env_vars":
                         prefix_key = path[1]
                         if prefix_key.endswith("_BASE_URL") or prefix_key.endswith("_KEY"):
                             prefix = prefix_key[:-9] if prefix_key.endswith("_BASE_URL") else prefix_key[:-4]
-                            if 'env_vars' not in self.config:
-                                self.config['env_vars'] = {}
-                            if prefix not in self.config['env_vars']:
-                                self.config['env_vars'][prefix] = {}
-                            self.config['env_vars'][prefix][prefix_key] = self.get_widget_value(widget)
+                            if "env_vars" not in self.config:
+                                self.config["env_vars"] = {}
+                            if prefix not in self.config["env_vars"]:
+                                self.config["env_vars"][prefix] = {}
+                            self.config["env_vars"][prefix][prefix_key] = self.get_widget_value(widget)
 
                 self.last_save_time = time.time()
                 self.pending_save = False
@@ -871,8 +901,7 @@ class ConfigEditor:
         title_label.pack(side=tk.LEFT, padx=5)
 
         # 删除按钮
-        del_button = ttk.Button(title_frame, text="删除组", 
-                              command=lambda: self.delete_env_var_group(prefix))
+        del_button = ttk.Button(title_frame, text="删除组", command=lambda: self.delete_env_var_group(prefix))
         del_button.pack(side=tk.RIGHT, padx=5)
 
         # 创建BASE_URL输入框
@@ -904,20 +933,19 @@ class ConfigEditor:
         self.widgets[tuple(path + [f"{prefix}_KEY"])] = key_var
 
         # 添加分隔线
-        separator = ttk.Separator(frame, orient='horizontal')
+        separator = ttk.Separator(frame, orient="horizontal")
         separator.pack(fill=tk.X, pady=5)
 
     def create_env_vars_section(self, parent: ttk.Frame) -> None:
         """创建环境变量编辑区"""
         # 创建添加新组的按钮
-        add_button = ttk.Button(parent, text="添加新的API配置组", 
-                              command=self.add_new_env_var_group)
+        add_button = ttk.Button(parent, text="添加新的API配置组", command=self.add_new_env_var_group)
         add_button.pack(pady=10)
 
         # 创建现有组的编辑区
-        if 'env_vars' in self.config:
-            for prefix, values in self.config['env_vars'].items():
-                self.create_env_var_group(parent, prefix, values, ['env_vars'])
+        if "env_vars" in self.config:
+            for prefix, values in self.config["env_vars"].items():
+                self.create_env_var_group(parent, prefix, values, ["env_vars"])
 
     def add_new_env_var_group(self):
         """添加新的环境变量组"""
@@ -942,12 +970,9 @@ class ConfigEditor:
         def on_confirm():
             prefix = prefix_var.get().strip()
             if prefix:
-                if 'env_vars' not in self.config:
-                    self.config['env_vars'] = {}
-                self.config['env_vars'][prefix] = {
-                    f"{prefix}_BASE_URL": "",
-                    f"{prefix}_KEY": ""
-                }
+                if "env_vars" not in self.config:
+                    self.config["env_vars"] = {}
+                self.config["env_vars"][prefix] = {f"{prefix}_BASE_URL": "", f"{prefix}_KEY": ""}
                 # 刷新显示
                 self.refresh_env_vars_section()
                 self.on_value_changed()
@@ -959,8 +984,8 @@ class ConfigEditor:
     def delete_env_var_group(self, prefix: str):
         """删除环境变量组"""
         if messagebox.askyesno("确认", f"确定要删除 {prefix} 配置组吗？"):
-            if 'env_vars' in self.config:
-                del self.config['env_vars'][prefix]
+            if "env_vars" in self.config:
+                del self.config["env_vars"][prefix]
                 # 刷新显示
                 self.refresh_env_vars_section()
                 self.on_value_changed()
@@ -1003,7 +1028,9 @@ class ConfigEditor:
         if "message_receive" in self.config:
             recv_frame = ttk.Frame(notebook)
             notebook.add(recv_frame, text="消息接收")
-            self.create_section_widgets(recv_frame, "message_receive", self.config["message_receive"], ["message_receive"])
+            self.create_section_widgets(
+                recv_frame, "message_receive", self.config["message_receive"], ["message_receive"]
+            )
         # 关系栏
         if "relationship" in self.config:
             rel_frame = ttk.Frame(notebook)
@@ -1065,12 +1092,11 @@ class ConfigEditor:
 
             # 重启程序
             self.root.quit()
-            os.execv(sys.executable, ['python'] + sys.argv)
+            os.execv(sys.executable, ["python"] + sys.argv)
 
         def browse_bot_config():
             file_path = filedialog.askopenfilename(
-                title="选择bot_config.toml文件",
-                filetypes=[("TOML文件", "*.toml"), ("所有文件", "*.*")]
+                title="选择bot_config.toml文件", filetypes=[("TOML文件", "*.toml"), ("所有文件", "*.*")]
             )
             if file_path:
                 bot_config_var.set(file_path)
@@ -1095,8 +1121,7 @@ class ConfigEditor:
 
         def browse_env():
             file_path = filedialog.askopenfilename(
-                title="选择.env文件",
-                filetypes=[("环境变量文件", "*.env"), ("所有文件", "*.*")]
+                title="选择.env文件", filetypes=[("环境变量文件", "*.env"), ("所有文件", "*.*")]
             )
             if file_path:
                 env_var.set(file_path)
@@ -1105,6 +1130,7 @@ class ConfigEditor:
         browse_env_btn = ttk.Button(env_frame, text="浏览", command=browse_env)
         browse_env_btn.pack(side=tk.LEFT, padx=5)
 
+
 def main():
     root = tk.Tk()
     _app = ConfigEditor(root)

src/chat/focus_chat/heartFC_Cycleinfo.py

@@ -1,9 +1,10 @@
 import time
 import os
-from typing import List, Optional, Dict, Any
+from typing import Optional, Dict, Any
 
 log_dir = "log/log_cycle_debug/"
 
+
 class CycleDetail:
     """循环信息记录类"""
 
@@ -23,6 +24,7 @@ class CycleDetail:
 
     def to_dict(self) -> Dict[str, Any]:
         """将循环信息转换为字典格式"""
+
         def convert_to_serializable(obj, depth=0, seen=None):
             if seen is None:
                 seen = set()
@@ -38,20 +40,24 @@ class CycleDetail:
             seen.add(obj_id)
 
             try:
-                if hasattr(obj, 'to_dict'):
+                if hasattr(obj, "to_dict"):
                     # 对于有to_dict方法的对象，直接调用其to_dict方法
                     return obj.to_dict()
                 elif isinstance(obj, dict):
                     # 对于字典，只保留基本类型和可序列化的值
-                    return {k: convert_to_serializable(v, depth + 1, seen) 
+                    return {
+                        k: convert_to_serializable(v, depth + 1, seen)
                         for k, v in obj.items()
-                        if isinstance(k, (str, int, float, bool))}
+                        if isinstance(k, (str, int, float, bool))
+                    }
                 elif isinstance(obj, (list, tuple)):
                     # 对于列表和元组，只保留可序列化的元素
-                    return [convert_to_serializable(item, depth + 1, seen) 
+                    return [
+                        convert_to_serializable(item, depth + 1, seen)
                         for item in obj
-                        if not isinstance(item, (dict, list, tuple)) or 
-                        isinstance(item, (str, int, float, bool, type(None)))]
+                        if not isinstance(item, (dict, list, tuple))
+                        or isinstance(item, (str, int, float, bool, type(None)))
+                    ]
                 elif isinstance(obj, (str, int, float, bool, type(None))):
                     return obj
                 else:
@@ -80,7 +86,7 @@ class CycleDetail:
             self.prefix = "group"
         else:
             # 只保留中文和英文字符
-            self.prefix = ''.join(char for char in self.prefix if '\u4e00' <= char <= '\u9fff' or char.isascii())
+            self.prefix = "".join(char for char in self.prefix if "\u4e00" <= char <= "\u9fff" or char.isascii())
             if not self.prefix:
                 self.prefix = "group"
 
@@ -95,6 +101,7 @@ class CycleDetail:
             os.makedirs(dir_name, exist_ok=True)
         # 写入文件
         import json
+
         with open(file_path, "a", encoding="utf-8") as f:
             f.write(json.dumps(self.to_dict(), ensure_ascii=False) + "\n")
 

src/chat/focus_chat/heartFC_chat.py

@@ -418,7 +418,9 @@ class HeartFChatting:
                     # 记录耗时
                     processor_time_costs[processor_name] = duration_since_parallel_start
                 except asyncio.TimeoutError:
-                    logger.info(f"{self.log_prefix} 处理器 {processor_name} 超时（>{global_config.focus_chat.processor_max_time}s），已跳过")
+                    logger.info(
+                        f"{self.log_prefix} 处理器 {processor_name} 超时（>{global_config.focus_chat.processor_max_time}s），已跳过"
+                    )
                     processor_time_costs[processor_name] = global_config.focus_chat.processor_max_time
                 except Exception as e:
                     logger.error(
@@ -478,24 +480,22 @@ class HeartFChatting:
                     processor_task = asyncio.create_task(self._process_processors(observations, []))
 
                     # 等待两个任务完成
-                    running_memorys, (all_plan_info, processor_time_costs) = await asyncio.gather(memory_task, processor_task)
+                    running_memorys, (all_plan_info, processor_time_costs) = await asyncio.gather(
+                        memory_task, processor_task
+                    )
             else:
                 # 串行执行
                 with Timer("回忆", cycle_timers):
                     running_memorys = await self.memory_activator.activate_memory(observations)
 
                 with Timer("执行 信息处理器", cycle_timers):
-                    all_plan_info, processor_time_costs = await self._process_processors(
-                        observations, running_memorys
-                    )
+                    all_plan_info, processor_time_costs = await self._process_processors(observations, running_memorys)
 
             loop_processor_info = {
                 "all_plan_info": all_plan_info,
                 "processor_time_costs": processor_time_costs,
             }
 
-
-
             with Timer("规划器", cycle_timers):
                 plan_result = await self.action_planner.plan(all_plan_info, running_memorys)
 

src/chat/focus_chat/planners/modify_actions.py

@@ -30,7 +30,6 @@ class ActionModifier:
         observations: Optional[List[Observation]] = None,
         **kwargs: Any,
     ):
-
         # 处理Observation对象
         if observations:
             # action_info = ActionInfo()
@@ -163,22 +162,34 @@ class ActionModifier:
         if len(last_max_reply_num) >= max_reply_num and all(last_max_reply_num):
             # 如果最近max_reply_num次都是reply，直接移除
             result["remove"].append("reply")
-            logger.info(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，直接移除")
+            logger.info(
+                f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，直接移除"
+            )
         elif len(last_max_reply_num) >= sec_thres_reply_num and all(last_max_reply_num[-sec_thres_reply_num:]):
             # 如果最近sec_thres_reply_num次都是reply，40%概率移除
             if random.random() < 0.4 / global_config.focus_chat.consecutive_replies:
                 result["remove"].append("reply")
-                logger.info(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.4 / global_config.focus_chat.consecutive_replies}概率移除，移除")
+                logger.info(
+                    f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.4 / global_config.focus_chat.consecutive_replies}概率移除，移除"
+                )
             else:
-                logger.debug(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.4 / global_config.focus_chat.consecutive_replies}概率移除，不移除")
+                logger.debug(
+                    f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.4 / global_config.focus_chat.consecutive_replies}概率移除，不移除"
+                )
         elif len(last_max_reply_num) >= one_thres_reply_num and all(last_max_reply_num[-one_thres_reply_num:]):
             # 如果最近one_thres_reply_num次都是reply，20%概率移除
             if random.random() < 0.2 / global_config.focus_chat.consecutive_replies:
                 result["remove"].append("reply")
-                logger.info(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.2 / global_config.focus_chat.consecutive_replies}概率移除，移除")
+                logger.info(
+                    f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.2 / global_config.focus_chat.consecutive_replies}概率移除，移除"
+                )
             else:
-                logger.debug(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.2 / global_config.focus_chat.consecutive_replies}概率移除，不移除")
+                logger.debug(
+                    f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，{0.2 / global_config.focus_chat.consecutive_replies}概率移除，不移除"
+                )
         else:
-            logger.debug(f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，无需移除")
+            logger.debug(
+                f"最近{len(last_max_reply_num)}次回复中，有{no_reply_count}次no_reply，{len(last_max_reply_num) - no_reply_count}次reply，无需移除"
+            )
 
         return result

src/chat/focus_chat/planners/planner.py

@@ -29,14 +29,6 @@ def init_prompt():
 {self_info_block}
 {extra_info_block}
 {memory_str}
-你需要基于以下信息决定如何参与对话
-这些信息可能会有冲突，请你整合这些信息，并选择一个最合适的action：
-{chat_content_block}
-
-{mind_info_block}
-{cycle_info_block}
-
-请综合分析聊天内容和你看到的新消息，参考聊天规划，选择合适的action:
 注意，除了下面动作选项之外，你在群聊里不能做其他任何事情，这是你能力的边界，现在请你选择合适的action:
 
 {action_options_text}
@@ -46,6 +38,15 @@ def init_prompt():
 
 {moderation_prompt}
 
+你需要基于以下信息决定如何参与对话
+这些信息可能会有冲突，请你整合这些信息，并选择一个最合适的action：
+{chat_content_block}
+
+{mind_info_block}
+{cycle_info_block}
+
+请综合分析聊天内容和你看到的新消息，参考聊天规划，选择合适的action:
+
 请你以下面格式输出你选择的action：
 {{
     "action": "action_name",
@@ -270,7 +271,6 @@ class ActionPlanner:
     ) -> str:
         """构建 Planner LLM 的提示词 (获取模板并填充数据)"""
         try:
-            
             memory_str = ""
             if global_config.focus_chat.parallel_processing:
                 memory_str = ""
@@ -279,9 +279,6 @@ class ActionPlanner:
                     for running_memory in running_memorys:
                         memory_str += f"{running_memory['topic']}: {running_memory['content']}\n"
 
-            
-            
-            
             chat_context_description = "你现在正在一个群聊中"
             chat_target_name = None  # Only relevant for private
             if not is_group_chat and chat_target_info:

src/chat/heart_flow/observation/actions_observation.py

@@ -42,5 +42,5 @@ class ActionObservation:
             "observe_id": self.observe_id,
             "last_observe_time": self.last_observe_time,
             "all_actions": self.all_actions,
-            "all_using_actions": self.all_using_actions
+            "all_using_actions": self.all_using_actions,
         }

src/chat/heart_flow/observation/chatting_observation.py

@@ -81,7 +81,7 @@ class ChattingObservation(Observation):
             "person_list": self.person_list,
             "oldest_messages_str": self.oldest_messages_str,
             "compressor_prompt": self.compressor_prompt,
-            "last_observe_time": self.last_observe_time
+            "last_observe_time": self.last_observe_time,
         }
 
     async def initialize(self):
@@ -89,6 +89,8 @@ class ChattingObservation(Observation):
         logger.debug(f"初始化observation: self.is_group_chat: {self.is_group_chat}")
         logger.debug(f"初始化observation: self.chat_target_info: {self.chat_target_info}")
         initial_messages = get_raw_msg_before_timestamp_with_chat(self.chat_id, self.last_observe_time, 10)
+        self.last_observe_time = initial_messages[-1]["time"] if initial_messages else self.last_observe_time
+        # logger.error(f"初始化observation: initial_messages: {initial_messages}\n\n\n\n{self.last_observe_time}")
         self.talking_message = initial_messages
         self.talking_message_str = await build_readable_messages(self.talking_message)
 

src/chat/heart_flow/observation/hfcloop_observation.py

@@ -68,10 +68,14 @@ class HFCloopObservation:
                 else:
                     action_detailed_str += f"{action_taken_time_str}时，你选择回复(action:{action_type},内容是:'{response_text}')，但是动作失败了。{action_reasoning_str}\n"
             elif action_type == "no_reply":
-                action_detailed_str += f"{action_taken_time_str}时，你选择不回复(action:{action_type})，{action_reasoning_str}\n"
+                action_detailed_str += (
+                    f"{action_taken_time_str}时，你选择不回复(action:{action_type})，{action_reasoning_str}\n"
+                )
             else:
                 if is_taken:
-                    action_detailed_str += f"{action_taken_time_str}时，你选择执行了(action:{action_type})，{action_reasoning_str}\n"
+                    action_detailed_str += (
+                        f"{action_taken_time_str}时，你选择执行了(action:{action_type})，{action_reasoning_str}\n"
+                    )
                 else:
                     action_detailed_str += f"{action_taken_time_str}时，你选择执行了(action:{action_type})，但是动作失败了。{action_reasoning_str}\n"
 
@@ -116,5 +120,5 @@ class HFCloopObservation:
             "observe_id": self.observe_id,
             "last_observe_time": self.last_observe_time,
             # 不序列化history_loop，避免循环引用
-            "history_loop_count": len(self.history_loop)
+            "history_loop_count": len(self.history_loop),
         }

src/chat/heart_flow/observation/observation.py

@@ -18,7 +18,7 @@ class Observation:
         return {
             "observe_info": self.observe_info,
             "observe_id": self.observe_id,
-            "last_observe_time": self.last_observe_time
+            "last_observe_time": self.last_observe_time,
         }
 
     async def observe(self):

src/chat/heart_flow/observation/structure_observation.py

@@ -22,7 +22,7 @@ class StructureObservation:
             "observe_id": self.observe_id,
             "last_observe_time": self.last_observe_time,
             "history_loop": self.history_loop,
-            "structured_info": self.structured_info
+            "structured_info": self.structured_info,
         }
 
     def get_observe_info(self):

src/chat/heart_flow/observation/working_observation.py

@@ -39,6 +39,10 @@ class WorkingMemoryObservation:
             "observe_info": self.observe_info,
             "observe_id": self.observe_id,
             "last_observe_time": self.last_observe_time,
-            "working_memory": self.working_memory.to_dict() if hasattr(self.working_memory, 'to_dict') else str(self.working_memory),
-            "retrieved_working_memory": [item.to_dict() if hasattr(item, 'to_dict') else str(item) for item in self.retrieved_working_memory]
+            "working_memory": self.working_memory.to_dict()
+            if hasattr(self.working_memory, "to_dict")
+            else str(self.working_memory),
+            "retrieved_working_memory": [
+                item.to_dict() if hasattr(item, "to_dict") else str(item) for item in self.retrieved_working_memory
+            ],
         }

src/config/official_configs.py

@@ -171,8 +171,6 @@ class FocusChatProcessorConfig(ConfigBase):
     """是否启用轻量级聊天思维处理器，可以节省token消耗和时间"""
 
 
-
-
 @dataclass
 class ExpressionConfig(ConfigBase):
     """表达配置类"""

src/plugins/vtb_action/actions/__init__.py

@@ -0,0 +1 @@
+from . import vtb_action  # noqa

src/plugins/vtb_action/actions/vtb_action.py

@@ -0,0 +1,74 @@
+from src.common.logger_manager import get_logger
+from src.chat.focus_chat.planners.actions.plugin_action import PluginAction, register_action
+from typing import Tuple
+
+logger = get_logger("vtb_action")
+
+
+@register_action
+class VTBAction(PluginAction):
+    """VTB虚拟主播动作处理类"""
+
+    action_name = "vtb_action"
+    action_description = "使用虚拟主播预设动作表达心情或感觉，适用于需要生动表达情感的场景"
+    action_parameters = {
+        "text": "描述想要表达的心情或感觉的文本内容，必填，应当是对情感状态的自然描述",
+    }
+    action_require = [
+        "当需要表达特定情感或心情时使用",
+        "当用户明确要求使用虚拟主播动作时使用",
+        "当回应内容需要更生动的情感表达时使用",
+        "当想要通过预设动作增强互动体验时使用",
+    ]
+    default = True  # 设为默认动作
+    associated_types = ["vtb_text"]
+
+    async def process(self) -> Tuple[bool, str]:
+        """处理VTB虚拟主播动作"""
+        logger.info(f"{self.log_prefix} 执行VTB动作: {self.reasoning}")
+
+        # 获取要表达的心情或感觉文本
+        text = self.action_data.get("text")
+
+        if not text:
+            logger.error(f"{self.log_prefix} 执行VTB动作时未提供文本内容")
+            return False, "执行VTB动作失败：未提供文本内容"
+
+        # 处理文本使其更适合VTB动作表达
+        processed_text = self._process_text_for_vtb(text)
+
+        try:
+            # 发送VTB动作消息
+            await self.send_message(type="vtb_text", data=processed_text)
+
+            logger.info(f"{self.log_prefix} VTB动作执行成功，文本内容: {processed_text}")
+            return True, "VTB动作执行成功"
+
+        except Exception as e:
+            logger.error(f"{self.log_prefix} 执行VTB动作时出错: {e}")
+            return False, f"执行VTB动作时出错: {e}"
+
+    def _process_text_for_vtb(self, text: str) -> str:
+        """
+        处理文本使其更适合VTB动作表达
+        - 优化情感表达的准确性
+        - 规范化心情描述格式
+        - 确保文本适合虚拟主播动作系统理解
+        """
+        # 简单示例实现
+        processed_text = text.strip()
+
+        # 移除多余的空格和换行
+        import re
+
+        processed_text = re.sub(r"\s+", " ", processed_text)
+
+        # 确保文本长度适中，避免过长的描述
+        if len(processed_text) > 100:
+            processed_text = processed_text[:100] + "..."
+
+        # 如果文本为空，提供默认的情感描述
+        if not processed_text:
+            processed_text = "平静"
+
+        return processed_text