fix：回复格式问题

src/maisaka/chat_history_visual_refresher.py

@@ -15,7 +15,7 @@ from .context_messages import LLMContextMessage, SessionBackedMessage
 logger = get_logger("maisaka_chat_history_visual_refresher")
 
 BuildHistoryMessage = Callable[[SessionMessage, str], Awaitable[Optional[LLMContextMessage]]]
-BuildVisibleText = Callable[[SessionMessage], str]
+BuildVisibleText = Callable[[SessionMessage, str], str]
 
 
 async def refresh_chat_history_visual_placeholders(
@@ -42,7 +42,7 @@ async def refresh_chat_history_visual_placeholders(
                 enable_voice_transcription=False,
             )
 
-        refreshed_visible_text = build_visible_text(original_message)
+        refreshed_visible_text = build_visible_text(original_message, history_message.source_kind)
         if not visual_components_updated and refreshed_visible_text == history_message.visible_text:
             continue
 

src/maisaka/context_messages.py

@@ -26,6 +26,8 @@ from src.common.data_models.message_component_data_model import (
 from src.llm_models.payload_content.message import Message, MessageBuilder, RoleType
 from src.llm_models.payload_content.tool_option import ToolCall
 
+from .message_adapter import parse_speaker_content
+
 FORWARD_PREVIEW_LIMIT = 4
 
 
@@ -356,6 +358,13 @@ class SessionBackedMessage(LLMContextMessage):
         return self.source_kind
 
     def to_llm_message(self, enable_visual_message: bool = True) -> Optional[Message]:
+        if self.source_kind == "guided_reply":
+            _, reply_body = parse_speaker_content(self.processed_plain_text)
+            normalized_reply_body = reply_body.strip()
+            if not normalized_reply_body:
+                return None
+            return MessageBuilder().set_role(RoleType.Assistant).add_text_content(normalized_reply_body).build()
+
         return _build_message_from_sequence(
             RoleType.User,
             self.raw_message,

src/maisaka/reasoning_engine.py

@@ -724,7 +724,7 @@ class MaisakaReasoningEngine:
         """根据真实消息构造对应的上下文消息。"""
 
         source_sequence = message.raw_message
-        visible_text = self._build_legacy_visible_text(message, source_sequence)
+        visible_text = self._build_legacy_visible_text(message, source_sequence, source_kind=source_kind)
         planner_prefix = build_planner_user_prefix_from_session_message(message)
         if contains_complex_message(source_sequence):
             return ComplexSessionMessage.from_session_message(
@@ -783,11 +783,25 @@ class MaisakaReasoningEngine:
                 message,
                 source_kind=source_kind,
             ),
-            build_visible_text=lambda message: self._build_legacy_visible_text(message, message.raw_message),
+            build_visible_text=lambda message, source_kind: self._build_legacy_visible_text(
+                message,
+                message.raw_message,
+                source_kind=source_kind,
+            ),
         )
 
-    def _build_legacy_visible_text(self, message: SessionMessage, source_sequence: MessageSequence) -> str:
-        return build_session_message_visible_text(message, source_sequence)
+    def _build_legacy_visible_text(
+        self,
+        message: SessionMessage,
+        source_sequence: MessageSequence,
+        *,
+        source_kind: str = "user",
+    ) -> str:
+        return build_session_message_visible_text(
+            message,
+            source_sequence,
+            include_reply_components=source_kind != "guided_reply",
+        )
 
     def _insert_chat_history_message(self, message: LLMContextMessage) -> int:
         """将消息按处理顺序追加到聊天历史末尾。"""