diff --git a/src/chat/focus_chat/heartFC_chat.py b/src/chat/focus_chat/heartFC_chat.py
index a0144294..7463791b 100644
--- a/src/chat/focus_chat/heartFC_chat.py
+++ b/src/chat/focus_chat/heartFC_chat.py
@@ -16,6 +16,7 @@ from src.chat.focus_chat.info.info_base import InfoBase
 from src.chat.focus_chat.info_processors.chattinginfo_processor import ChattingInfoProcessor
 from src.chat.focus_chat.info_processors.mind_processor import MindProcessor
 from src.chat.focus_chat.info_processors.working_memory_processor import WorkingMemoryProcessor
+from src.chat.focus_chat.info_processors.action_processor import ActionProcessor
 from src.chat.heart_flow.observation.hfcloop_observation import HFCloopObservation
 from src.chat.heart_flow.observation.working_observation import WorkingMemoryObservation
 from src.chat.focus_chat.info_processors.tool_processor import ToolProcessor
@@ -39,6 +40,7 @@ PROCESSOR_CLASSES = {
     "ToolProcessor": (ToolProcessor, "tool_use_processor"),
     "WorkingMemoryProcessor": (WorkingMemoryProcessor, "working_memory_processor"),
     "SelfProcessor": (SelfProcessor, "self_identify_processor"),
+    "ActionProcessor": (ActionProcessor, "action_processor"),  # 这个处理器不需要配置键名，默认启用
 }
 
 
@@ -425,10 +427,7 @@ class HeartFChatting:
                 self.all_observations = observations
 
             with Timer("回忆", cycle_timers):
-                logger.debug(f"{self.log_prefix} 开始回忆")
                 running_memorys = await self.memory_activator.activate_memory(observations)
-                logger.debug(f"{self.log_prefix} 回忆完成")
-                print(running_memorys)
 
             with Timer("执行 信息处理器", cycle_timers):
                 all_plan_info = await self._process_processors(observations, running_memorys, cycle_timers)
diff --git a/src/chat/focus_chat/info_processors/action_processor.py b/src/chat/focus_chat/info_processors/action_processor.py
index 83eed5a4..3ef38914 100644
--- a/src/chat/focus_chat/info_processors/action_processor.py
+++ b/src/chat/focus_chat/info_processors/action_processor.py
@@ -5,6 +5,8 @@ from src.chat.focus_chat.info.action_info import ActionInfo
 from .base_processor import BaseProcessor
 from src.common.logger_manager import get_logger
 from src.chat.heart_flow.observation.hfcloop_observation import HFCloopObservation
+from src.chat.heart_flow.observation.chatting_observation import ChattingObservation
+from src.chat.message_receive.chat_stream import chat_manager
 from typing import Dict
 from src.llm_models.utils_model import LLMRequest
 from src.config.config import global_config
@@ -50,21 +52,51 @@ class ActionProcessor(BaseProcessor):
 
         # 处理Observation对象
         if observations:
+            action_info = ActionInfo()
+            all_actions = None
+            hfc_obs = None
+            chat_obs = None
             for obs in observations:
                 if isinstance(obs, HFCloopObservation):
-                    # 创建动作信息
-                    action_info = ActionInfo()
-                    action_changes = await self.analyze_loop_actions(obs)
-                    if action_changes["add"] or action_changes["remove"]:
-                        action_info.set_action_changes(action_changes)
-                        # 设置变更原因
-                        reasons = []
-                        if action_changes["add"]:
-                            reasons.append(f"添加动作{action_changes['add']}因为检测到大量无回复")
-                        if action_changes["remove"]:
-                            reasons.append(f"移除动作{action_changes['remove']}因为检测到连续回复")
-                        action_info.set_reason(" | ".join(reasons))
-                        processed_infos.append(action_info)
+                    hfc_obs = obs
+                if isinstance(obs, ChattingObservation):
+                    chat_obs = obs
+            if hfc_obs:
+                obs = hfc_obs
+                # 创建动作信息
+                all_actions = obs.all_actions
+                action_changes = await self.analyze_loop_actions(obs)
+                if action_changes["add"] or action_changes["remove"]:
+                    action_info.set_action_changes(action_changes)
+                    # 设置变更原因
+                    reasons = []
+                    if action_changes["add"]:
+                        reasons.append(f"添加动作{action_changes['add']}因为检测到大量无回复")
+                    if action_changes["remove"]:
+                        reasons.append(f"移除动作{action_changes['remove']}因为检测到连续回复")
+                    action_info.set_reason(" | ".join(reasons))
+            if chat_obs and all_actions is not None:
+                obs = chat_obs
+                action_changes = {"add": [], "remove": []}
+                # 检查动作的关联类型
+                chat_context = chat_manager.get_stream(obs.chat_id).context
+                for action_name in all_actions.keys():
+                    data = all_actions[action_name]
+                    if data.get("associated_types"):
+                        if not chat_context.check_types(data["associated_types"]):
+                            action_changes["remove"].append(action_name)
+                            logger.debug(f"{self.log_prefix} 动作 {action_name} 关联类型不匹配，移除该动作")
+                if len(action_changes["remove"]) > 0:
+                    action_info.set_action_changes(action_changes)
+                    # 设置变更原因
+                    reasons = []
+                    if action_info.get_reason():
+                        reasons.append(action_info.get_reason())
+                    if action_changes["remove"]:
+                        reasons.append(f"移除动作{action_changes['remove']}因为关联类型不匹配")
+                    action_info.set_reason(" | ".join(reasons))
+
+            processed_infos.append(action_info)
 
         return processed_infos
 
diff --git a/src/chat/focus_chat/planners/action_manager.py b/src/chat/focus_chat/planners/action_manager.py
index a10c4884..6cf8de6d 100644
--- a/src/chat/focus_chat/planners/action_manager.py
+++ b/src/chat/focus_chat/planners/action_manager.py
@@ -59,6 +59,7 @@ class ActionManager:
                 action_description: str = getattr(action_class, "action_description", "")
                 action_parameters: dict[str:str] = getattr(action_class, "action_parameters", {})
                 action_require: list[str] = getattr(action_class, "action_require", [])
+                associated_types: list[str] = getattr(action_class, "associated_types", [])
                 is_default: bool = getattr(action_class, "default", False)
 
                 if action_name and action_description:
@@ -67,6 +68,7 @@ class ActionManager:
                         "description": action_description,
                         "parameters": action_parameters,
                         "require": action_require,
+                        "associated_types": associated_types,
                     }
 
                     # 添加到所有已注册的动作
diff --git a/src/chat/focus_chat/planners/actions/base_action.py b/src/chat/focus_chat/planners/actions/base_action.py
index 82d25967..87cd96e2 100644
--- a/src/chat/focus_chat/planners/actions/base_action.py
+++ b/src/chat/focus_chat/planners/actions/base_action.py
@@ -66,6 +66,8 @@ class BaseAction(ABC):
         self.action_parameters: dict = {}
         self.action_require: list[str] = []
 
+        self.associated_types: list[str] = []
+
         self.default: bool = False
 
         self.action_data = action_data
diff --git a/src/chat/focus_chat/planners/actions/reply_action.py b/src/chat/focus_chat/planners/actions/reply_action.py
index 45a4340d..3eacf518 100644
--- a/src/chat/focus_chat/planners/actions/reply_action.py
+++ b/src/chat/focus_chat/planners/actions/reply_action.py
@@ -36,6 +36,9 @@ class ReplyAction(BaseAction):
         "避免重复或评价自己的发言,不要和自己聊天",
         "注意：回复尽量简短一些。可以参考贴吧，知乎和微博的回复风格，回复不要浮夸，不要用夸张修辞，平淡一些。不要有额外的符号，尽量简单简短",
     ]
+
+    associated_types: list[str] = ["text", "emoji"]
+
     default = True
 
     def __init__(
diff --git a/src/chat/message_receive/chat_stream.py b/src/chat/message_receive/chat_stream.py
index 1f2ebbf8..edbc733a 100644
--- a/src/chat/message_receive/chat_stream.py
+++ b/src/chat/message_receive/chat_stream.py
@@ -38,6 +38,15 @@ class ChatMessageContext:
         """获取最后一条消息"""
         return self.message
 
+    def check_types(self, types: list) -> bool:
+        """检查消息类型"""
+        if not self.message.message_info.format_info.accept_format:
+            return False
+        for t in types:
+            if t not in self.message.message_info.format_info.accept_format:
+                return False
+        return True
+
 
 class ChatStream:
     """聊天流对象，存储一个完整的聊天上下文"""
diff --git a/src/plugins/test_plugin/actions/mute_action.py b/src/plugins/test_plugin/actions/mute_action.py
index 0a47bafd..d0f947c4 100644
--- a/src/plugins/test_plugin/actions/mute_action.py
+++ b/src/plugins/test_plugin/actions/mute_action.py
@@ -25,7 +25,8 @@ class MuteAction(PluginAction):
         "当千石可乐或可乐酱要求你禁言时使用",
         "当你想回避某个话题时使用",
     ]
-    default = False  # 不是默认动作，需要手动添加到使用集
+    default = True  # 不是默认动作，需要手动添加到使用集
+    associated_types = ["command", "text"]
 
     async def process(self) -> Tuple[bool, str]:
         """处理测试动作"""
@@ -41,8 +42,8 @@ class MuteAction(PluginAction):
 
         try:
             await self.send_message(
-                type="text",
-                data=f"[command]mute,{user_id},{duration}",
+                type="command",
+                data={"name": "GROUP_BAN", "args": {"qq_id": f"{user_id}", "duration": f"{duration}"}},
                 # target = target
             )
 
diff --git a/src/plugins/test_plugin/actions/online_action.py b/src/plugins/test_plugin/actions/online_action.py
index 7f667431..c6a2fe6c 100644
--- a/src/plugins/test_plugin/actions/online_action.py
+++ b/src/plugins/test_plugin/actions/online_action.py
@@ -18,6 +18,7 @@ class CheckOnlineAction(PluginAction):
         "mode参数为type时查看在线系统类型分布",
     ]
     default = False  # 不是默认动作，需要手动添加到使用集
+    associated_types = ["text"]
 
     async def process(self) -> Tuple[bool, str]:
         """处理测试动作"""
@@ -30,9 +31,9 @@ class CheckOnlineAction(PluginAction):
 
         try:
             if mode == "type":
-                await self.send_message("#online detail")
+                await self.send_message("text", "#online detail")
             elif mode == "version":
-                await self.send_message("#online")
+                await self.send_message("text", "#online")
 
         except Exception as e:
             logger.error(f"{self.log_prefix} 执行online动作时出错: {e}")
diff --git a/src/plugins/tts_plgin/__init__.py b/src/plugins/tts_plgin/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/src/plugins/tts_plgin/actions/__init__.py b/src/plugins/tts_plgin/actions/__init__.py
new file mode 100644
index 00000000..00737d90
--- /dev/null
+++ b/src/plugins/tts_plgin/actions/__init__.py
@@ -0,0 +1 @@
+from . import tts_action  # noqa
diff --git a/src/plugins/tts_plgin/actions/tts_action.py b/src/plugins/tts_plgin/actions/tts_action.py
new file mode 100644
index 00000000..a029d035
--- /dev/null
+++ b/src/plugins/tts_plgin/actions/tts_action.py
@@ -0,0 +1,73 @@
+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("tts_action")
+
+
+@register_action
+class TTSAction(PluginAction):
+    """TTS语音转换动作处理类"""
+
+    action_name = "tts_action"
+    action_description = "将文本转换为语音进行播放，适用于需要语音输出的场景"
+    action_parameters = {
+        "text": "需要转换为语音的文本内容，必填，内容应当适合语音播报，语句流畅、清晰",
+    }
+    action_require = [
+        "当需要发送语音信息时使用",
+        "当用户明确要求使用语音功能时使用",
+        "当表达内容更适合用语音而不是文字传达时使用",
+        "当用户想听到语音回答而非阅读文本时使用",
+    ]
+    default = True  # 设为默认动作
+    associated_types = ["tts_text"]
+
+    async def process(self) -> Tuple[bool, str]:
+        """处理TTS文本转语音动作"""
+        logger.info(f"{self.log_prefix} 执行TTS动作: {self.reasoning}")
+
+        # 获取要转换的文本
+        text = self.action_data.get("text")
+
+        if not text:
+            logger.error(f"{self.log_prefix} 执行TTS动作时未提供文本内容")
+            return False, "执行TTS动作失败：未提供文本内容"
+
+        # 确保文本适合TTS使用
+        processed_text = self._process_text_for_tts(text)
+
+        try:
+            # 发送TTS消息
+            await self.send_message(type="tts_text", data=processed_text)
+
+            logger.info(f"{self.log_prefix} TTS动作执行成功，文本长度: {len(processed_text)}")
+            return True, "TTS动作执行成功"
+
+        except Exception as e:
+            logger.error(f"{self.log_prefix} 执行TTS动作时出错: {e}")
+            return False, f"执行TTS动作时出错: {e}"
+
+    def _process_text_for_tts(self, text: str) -> str:
+        """
+        处理文本使其更适合TTS使用
+        - 移除不必要的特殊字符和表情符号
+        - 修正标点符号以提高语音质量
+        - 优化文本结构使语音更流畅
+        """
+        # 这里可以添加文本处理逻辑
+        # 例如：移除多余的标点、表情符号，优化语句结构等
+
+        # 简单示例实现
+        processed_text = text
+
+        # 移除多余的标点符号
+        import re
+
+        processed_text = re.sub(r"([!?,.;:。！？，、；：])\1+", r"\1", processed_text)
+
+        # 确保句子结尾有合适的标点
+        if not any(processed_text.endswith(end) for end in [".", "?", "!", "。", "！", "？"]):
+            processed_text = processed_text + "。"
+
+        return processed_text