diff --git a/src/views/gxmu/activityOutlineGen/index.vue b/src/views/gxmu/activityOutlineGen/index.vue
index 75a01e0..3f96380 100644
--- a/src/views/gxmu/activityOutlineGen/index.vue
+++ b/src/views/gxmu/activityOutlineGen/index.vue
@@ -174,21 +174,18 @@
   import { saveAs } from 'file-saver';
   import { asBlob } from 'html-docx-js-typescript';
   import ByteMdEditor from '@/components/ByteMdEditor/index.vue';
-  import { activityOutlineGen } from '@/api/ai/activityOutlineGen';
   import { streamActivityOutlineGen } from '@/utils/ai-stream';
   import type {
     ActivityOutlineGenParams,
     ActivityOutlineGenResponse
   } from '@/api/ai/activityOutlineGen/model';
-  import { attachHeartbeat, buildWebSocketUrl } from '@/utils/chat-socket';
-  import { useUserStore } from '@/store/modules/user';
   import { copyText } from '@/utils/common';
-  import { resolveDisplayText, isFailedPayload, pickDisplayable, FAILED_TEXT } from '@/utils/ai-result';
+  import { FAILED_TEXT } from '@/utils/ai-result';
 
   type ExampleType = 'volunteer' | 'salon' | 'sports';
+  /** 等「流结束」的挂起点：只由 __END__ 帧或请求收尾来 resolve */
   type StreamResolver = {
     resolve: () => void;
-    reject: (error: Error) => void;
   };
 
   interface FormState {
@@ -201,7 +198,6 @@
     event_meme: string;
   }
 
-  const userStore = useUserStore();
   const plugins = ref([
     gfm({
       locale: zh_HansGfm
@@ -213,16 +209,10 @@
   const result = ref<ActivityOutlineGenResponse | null>(null);
   const outlineMarkdown = ref('');
   const editableOutlineMarkdown = ref('');
-  const activeConversationId = ref<string>();
-  const activeMessageId = ref<string>();
-  const webSocketRef = ref<WebSocket | null>(null);
-  const wsConnectPromiseRef = ref<Promise<void> | null>(null);
   const streamStarted = ref(false);
   const streamResolverRef = ref<StreamResolver | null>(null);
-  const loginUser = computed(() => userStore.info ?? {});
 
   const STREAM_END_TEXT = '__END__';
-  const SOCKET_CONNECTED_TEXT = '连接成功';
   const THINK_OPEN_TAG = '<think>';
   const THINK_CLOSE_TAG = '</think>';
 
@@ -356,38 +346,6 @@
   // pickNonEmptyString 则只判「非空字符串」，会在失败报文里把 UUID 形状的 answer
   // 当正文。现在统一走 @/utils/ai-result（见 issue 10）。
 
-  const parseOutline = (payload?: ActivityOutlineGenResponse | null) => {
-    if (!payload) {
-      return '';
-    }
-    // 失败态优先：后端失败时 answer 是失败文案（且带 status=failed），
-    // 不先判失败就会把失败文案当正文渲染（见 issue 10）。
-    if (isFailedPayload(payload)) {
-      return FAILED_TEXT;
-    }
-    // 用 pickDisplayable 而非 pickNonEmptyString：失败报文里的 answer
-    // 可能是 workflow_run_id 这类 UUID，非空判断挡不住。
-    const answer = pickDisplayable(
-      payload.answer,
-      payload.raw?.answer,
-      payload.raw?.data?.answer,
-      payload.raw?.output,
-      payload.raw?.result,
-      payload.raw?.content,
-      payload.raw?.message
-    );
-    if (answer) {
-      return answer;
-    }
-    // 不再 stringifyUnknown(payload.raw || payload)：整包会带出
-    // conversationId / messageId 等内部标识符，且此值会直接进编辑器（见 issue 10）。
-    return resolveDisplayText({
-      payload,
-      scope: 'gxmu/activityOutlineGen.parseOutline',
-      candidates: []
-    });
-  };
-
   const clearStreamResolver = () => {
     streamResolverRef.value = null;
   };
@@ -397,46 +355,17 @@
     clearStreamResolver();
   };
 
-  const rejectStream = (error: Error) => {
-    streamResolverRef.value?.reject(error);
-    clearStreamResolver();
-  };
-
   const createStreamWaiter = () => {
     streamStarted.value = false;
-    return new Promise<void>((resolve, reject) => {
-      streamResolverRef.value = { resolve, reject };
+    return new Promise<void>((resolve) => {
+      streamResolverRef.value = { resolve };
     });
   };
 
-  const disconnectWebSocket = () => {
-    wsConnectPromiseRef.value = null;
-    const socket = webSocketRef.value;
-    webSocketRef.value = null;
-    if (
-      socket &&
-      (socket.readyState === WebSocket.OPEN ||
-        socket.readyState === WebSocket.CONNECTING)
-    ) {
-      socket.close();
-    }
-  };
-
-  const appendOutlineChunk = (
-    chunk: string,
-    conversationId?: string,
-    messageId?: string,
-    reset?: boolean
-  ) => {
+  const appendOutlineChunk = (chunk: string, reset?: boolean) => {
     if (!chunk) {
       return;
     }
-    if (conversationId && conversationId !== '0') {
-      activeConversationId.value = conversationId;
-    }
-    if (messageId && messageId !== '0') {
-      activeMessageId.value = messageId;
-    }
     if (!streamStarted.value) {
       streamStarted.value = true;
       outlineMarkdown.value = '';
@@ -452,16 +381,9 @@
     syncEditableOutline();
   };
 
-  const finishStream = (conversationId?: string, messageId?: string) => {
-    if (conversationId && conversationId !== '0') {
-      activeConversationId.value = conversationId;
-    }
-    if (messageId && messageId !== '0') {
-      activeMessageId.value = messageId;
-    }
+  const finishStream = () => {
     loading.value = false;
     resolveStream();
-    disconnectWebSocket();
   };
 
   const handleSocketMessage = (raw: string) => {
@@ -471,7 +393,7 @@
     try {
       const data = JSON.parse(raw);
       if (data?.answer === STREAM_END_TEXT) {
-        finishStream(data?.conversationId, data?.messageId);
+        finishStream();
         return;
       }
       if (data?.loading === 'true' || data?.loading === true) {
@@ -479,99 +401,17 @@
       }
       const chunk = pickRawString(data?.notice, data?.answer);
       if (typeof chunk === 'string') {
-        appendOutlineChunk(
-          chunk,
-          data?.conversationId,
-          data?.messageId,
-          data?.reset === 'true' || data?.reset === true
-        );
+        appendOutlineChunk(chunk, data?.reset === 'true' || data?.reset === true);
       }
     } catch (e) {
       appendOutlineChunk(raw);
     }
   };
 
-  const connectWebSocket = async () => {
-    const userId = loginUser.value.userId;
-    if (!userId) {
-      return Promise.reject(new Error('未获取到当前登录用户'));
-    }
-    const currentSocket = webSocketRef.value;
-    if (currentSocket?.readyState === WebSocket.OPEN) {
-      return;
-    }
-    if (
-      (currentSocket?.readyState === WebSocket.OPEN ||
-        currentSocket?.readyState === WebSocket.CONNECTING) &&
-      wsConnectPromiseRef.value
-    ) {
-      return wsConnectPromiseRef.value;
-    }
-    let cleanupPending = () => undefined;
-    const connectPromise = new Promise<void>((resolve, reject) => {
-      let settled = false;
-      const socket = new WebSocket(buildWebSocketUrl(userId));
-      socket.onopen = () => {
-        // 握手成功后再挂心跳：连接没建起来时发出去只会失败
-        attachHeartbeat(socket);
-      };
-      cleanupPending = () => {
-        if (wsConnectPromiseRef.value === connectPromise) {
-          wsConnectPromiseRef.value = null;
-        }
-      };
-      socket.onmessage = (event) => {
-        const raw = String(event.data || '');
-        if (raw === SOCKET_CONNECTED_TEXT) {
-          if (!settled) {
-            settled = true;
-            cleanupPending();
-            resolve();
-          }
-          return;
-        }
-        handleSocketMessage(raw);
-      };
-      socket.onclose = () => {
-        if (webSocketRef.value === socket) {
-          webSocketRef.value = null;
-        }
-        if (!settled) {
-          settled = true;
-          cleanupPending();
-          reject(new Error('活动策划大纲连接已关闭'));
-          return;
-        }
-        if (loading.value) {
-          rejectStream(new Error('活动策划大纲连接已关闭'));
-          loading.value = false;
-        }
-        cleanupPending();
-      };
-      socket.onerror = () => {
-        if (!settled) {
-          settled = true;
-          cleanupPending();
-          reject(new Error('活动策划大纲连接失败'));
-          return;
-        }
-        if (loading.value) {
-          rejectStream(new Error('活动策划大纲连接失败'));
-          loading.value = false;
-        }
-      };
-      webSocketRef.value = socket;
-    });
-    wsConnectPromiseRef.value = connectPromise;
-    return connectPromise;
-  };
-
   const clearResult = () => {
     result.value = null;
     outlineMarkdown.value = '';
     editableOutlineMarkdown.value = '';
-    activeConversationId.value = undefined;
-    activeMessageId.value = undefined;
   };
 
   const resetForm = () => {
@@ -605,16 +445,21 @@
       // 兜底：流结束但没收到 __END__ 时也别把页面卡在加载中
       resolveStream();
       await waitStream;
-      if (!visibleOutlineMarkdown.value) {
-        message.warning('接口已返回，但未解析到正文内容');
-        return;
+      const text = visibleOutlineMarkdown.value.trim();
+      if (!text) {
+        message.warning('这次没有生成出内容，请重试');
+      } else if (text === FAILED_TEXT) {
+        message.error('生成失败，请稍后重试');
+      } else {
+        message.success('活动策划大纲生成完成');
       }
-      message.success('活动策划大纲生成完成');
     } catch (e: any) {
-      disconnectWebSocket();
+      message.error(e.message || '生成失败');
+    } finally {
+      // 收尾以「请求结束」为准，不能只靠 __END__ 帧：网关返回空流、
+      // 上游中途报错时都不会有 __END__，只等它会把生成按钮永久卡在 loading。
       clearStreamResolver();
       loading.value = false;
-      message.error(e.message || '生成失败');
     }
   };
 
@@ -764,7 +609,6 @@
   };
 
   onBeforeUnmount(() => {
-    disconnectWebSocket();
     clearStreamResolver();
   });
 </script>
diff --git a/src/views/gxmu/manuscriptGen/index.vue b/src/views/gxmu/manuscriptGen/index.vue
index 9be5260..58df50e 100644
--- a/src/views/gxmu/manuscriptGen/index.vue
+++ b/src/views/gxmu/manuscriptGen/index.vue
@@ -205,7 +205,6 @@
   import { saveAs } from 'file-saver';
   import { asBlob } from 'html-docx-js-typescript';
   import { getProcessor } from 'bytemd';
-  import { manuscriptGen } from '@/api/ai/manuscriptGen';
   import { runManuscriptGenStream } from '@/utils/ai-stream';
   import type {
     ManuscriptGenParams,
@@ -213,8 +212,6 @@
   } from '@/api/ai/manuscriptGen/model';
   import { uploadFile } from '@/api/system/file';
   import type { FileRecord } from '@/api/system/file/model';
-  import { attachHeartbeat, buildWebSocketUrl } from '@/utils/chat-socket';
-  import { useUserStore } from '@/store/modules/user';
   import { copyText } from '@/utils/common';
   import { resolveDisplayText, isFailedPayload, pickDisplayable, FAILED_TEXT } from '@/utils/ai-result';
 
@@ -237,13 +234,12 @@
   }
 
   type DemoType = 'news' | 'wechat' | 'speech' | 'free';
+  /** 等「流结束」的挂起点：只由 __END__ 帧或请求收尾来 resolve */
   type StreamResolver = {
     resolve: () => void;
-    reject: (error: Error) => void;
   };
 
   const { push } = useRouter();
-  const userStore = useUserStore();
   const plugins = ref([
     gfm({
       locale: zh_HansGfm
@@ -251,19 +247,13 @@
     highlight()
   ]);
   const loading = ref(false);
-  const wsConnected = ref(false);
   const generatedTitle = ref('');
   const generatedContent = ref('');
   const uploadedFiles = ref<Partial<FileRecord>[]>([]);
-  const activeConversationId = ref<string>();
-  const webSocketRef = ref<WebSocket | null>(null);
-  const wsConnectPromiseRef = ref<Promise<void> | null>(null);
   const streamStarted = ref(false);
   const streamResolverRef = ref<StreamResolver | null>(null);
-  const loginUser = computed(() => userStore.info ?? {});
 
   const STREAM_END_TEXT = '__END__';
-  const SOCKET_CONNECTED_TEXT = '连接成功';
   const THINK_OPEN_TAG = '<think>';
   const THINK_CLOSE_TAG = '</think>';
 
@@ -506,25 +496,6 @@
     generatedContent.value = parsed.content;
   };
 
-  const shouldTreatAsDirectResult = (payload: unknown) => {
-    if (!payload) {
-      return false;
-    }
-    if (typeof payload === 'string') {
-      const text = payload.trim();
-      if (!text) {
-        return false;
-      }
-      return (
-        text.startsWith('{') ||
-        text.startsWith('[') ||
-        text.includes('\n') ||
-        text.length > 80
-      );
-    }
-    return typeof payload === 'object';
-  };
-
   const clearStreamResolver = () => {
     streamResolverRef.value = null;
   };
@@ -534,43 +505,17 @@
     clearStreamResolver();
   };
 
-  const rejectStream = (error: Error) => {
-    streamResolverRef.value?.reject(error);
-    clearStreamResolver();
-  };
-
   const createStreamWaiter = () => {
     streamStarted.value = false;
-    return new Promise<void>((resolve, reject) => {
-      streamResolverRef.value = { resolve, reject };
+    return new Promise<void>((resolve) => {
+      streamResolverRef.value = { resolve };
     });
   };
 
-  const disconnectWebSocket = () => {
-    wsConnectPromiseRef.value = null;
-    wsConnected.value = false;
-    const socket = webSocketRef.value;
-    webSocketRef.value = null;
-    if (
-      socket &&
-      (socket.readyState === WebSocket.OPEN ||
-        socket.readyState === WebSocket.CONNECTING)
-    ) {
-      socket.close();
-    }
-  };
-
-  const appendAssistantChunk = (
-    chunk: string,
-    conversationId?: string,
-    reset?: boolean
-  ) => {
+  const appendAssistantChunk = (chunk: string, reset?: boolean) => {
     if (!chunk) {
       return;
     }
-    if (conversationId) {
-      activeConversationId.value = conversationId;
-    }
     if (!streamStarted.value) {
       streamStarted.value = true;
       generatedTitle.value = generatedTitle.value || form.theme.trim();
@@ -586,15 +531,11 @@
     }
   };
 
-  const finishStream = (conversationId?: string) => {
-    if (conversationId) {
-      activeConversationId.value = conversationId;
-    }
+  const finishStream = () => {
     const payload = parseSerializedResult(generatedContent.value);
     applyParsedResult(payload);
     loading.value = false;
     resolveStream();
-    disconnectWebSocket();
   };
 
   const handleSocketMessage = (raw: string) => {
@@ -604,7 +545,7 @@
     try {
       const data = JSON.parse(raw);
       if (data?.answer === STREAM_END_TEXT) {
-        finishStream(data.conversationId);
+        finishStream();
         return;
       }
       if (data?.loading === 'true' || data?.loading === true) {
@@ -612,95 +553,13 @@
       }
       const chunk = pickRawStreamString(data?.notice, data?.answer);
       if (typeof chunk === 'string' && chunk.length > 0) {
-        appendAssistantChunk(
-          chunk,
-          data?.conversationId,
-          data?.reset === 'true' || data?.reset === true
-        );
+        appendAssistantChunk(chunk, data?.reset === 'true' || data?.reset === true);
       }
     } catch (e) {
       appendAssistantChunk(raw);
     }
   };
 
-  const connectWebSocket = async () => {
-    const userId = loginUser.value.userId;
-    if (!userId) {
-      return Promise.reject(new Error('未获取到当前登录用户'));
-    }
-    const currentSocket = webSocketRef.value;
-    if (currentSocket?.readyState === WebSocket.OPEN && wsConnected.value) {
-      return;
-    }
-    if (
-      (currentSocket?.readyState === WebSocket.OPEN ||
-        currentSocket?.readyState === WebSocket.CONNECTING) &&
-      wsConnectPromiseRef.value
-    ) {
-      return wsConnectPromiseRef.value;
-    }
-    let cleanupPending = () => undefined;
-    const connectPromise = new Promise<void>((resolve, reject) => {
-      let settled = false;
-      const socket = new WebSocket(buildWebSocketUrl(userId));
-      cleanupPending = () => {
-        if (wsConnectPromiseRef.value === connectPromise) {
-          wsConnectPromiseRef.value = null;
-        }
-      };
-      socket.onopen = () => {
-        attachHeartbeat(socket);
-        wsConnected.value = false;
-      };
-      socket.onmessage = (event) => {
-        const raw = String(event.data || '');
-        if (raw === SOCKET_CONNECTED_TEXT) {
-          wsConnected.value = true;
-          if (!settled) {
-            settled = true;
-            cleanupPending();
-            resolve();
-          }
-          return;
-        }
-        handleSocketMessage(raw);
-      };
-      socket.onclose = () => {
-        wsConnected.value = false;
-        if (webSocketRef.value === socket) {
-          webSocketRef.value = null;
-        }
-        if (!settled) {
-          settled = true;
-          cleanupPending();
-          reject(new Error('稿件生成连接已关闭'));
-          return;
-        }
-        if (loading.value) {
-          rejectStream(new Error('稿件生成连接已关闭'));
-          loading.value = false;
-        }
-        cleanupPending();
-      };
-      socket.onerror = () => {
-        wsConnected.value = false;
-        if (!settled) {
-          settled = true;
-          cleanupPending();
-          reject(new Error('稿件生成连接失败'));
-          return;
-        }
-        if (loading.value) {
-          rejectStream(new Error('稿件生成连接失败'));
-          loading.value = false;
-        }
-      };
-      webSocketRef.value = socket;
-    });
-    wsConnectPromiseRef.value = connectPromise;
-    return connectPromise;
-  };
-
   const clearGenerated = () => {
     generatedTitle.value = '';
     generatedContent.value = '';
@@ -835,12 +694,21 @@
       // 兜底：流结束但没收到 __END__ 时也别把页面卡在加载中
       resolveStream();
       await waitStream;
-      message.success('内容生成完成');
+      const text = markdownContent.value.trim();
+      if (!text) {
+        message.warning('这次没有生成出内容，请重试');
+      } else if (text === FAILED_TEXT) {
+        message.error('生成失败，请稍后重试');
+      } else {
+        message.success('内容生成完成');
+      }
     } catch (e: any) {
-      disconnectWebSocket();
+      message.error(e.message || '内容生成失败');
+    } finally {
+      // 收尾以「请求结束」为准，不能只靠 __END__ 帧：网关返回空流、
+      // 上游中途报错时都不会有 __END__，只等它会把生成按钮永久卡在 loading。
       clearStreamResolver();
       loading.value = false;
-      message.error(e.message || '内容生成失败');
     }
   };
 
@@ -972,7 +840,6 @@
 
   onBeforeUnmount(() => {
     clearStreamResolver();
-    disconnectWebSocket();
   });
 </script>