diff --git a/resources/assets/js/components/AIAssistant/action-executor.js b/resources/assets/js/components/AIAssistant/action-executor.js
new file mode 100644
index 000000000..c19e4ba80
--- /dev/null
+++ b/resources/assets/js/components/AIAssistant/action-executor.js
@@ -0,0 +1,332 @@
+/**
+ * 操作执行器
+ *
+ * 执行来自 MCP 工具的操作请求，包括：
+ * - 导航操作（打开任务、切换项目、跳转页面等）
+ * - 元素级操作（点击、输入等，作为兜底）
+ *
+ * 注意：数据操作（创建任务、发送消息等）应使用 MCP DooTask 工具直接调用 API，
+ * 本模块只负责前端导航和 UI 操作。
+ */
+
+import { findElementByRef } from './page-context-collector';
+
+/**
+ * 创建操作执行器
+ * @param {Object} store - Vuex store 实例
+ * @param {Object} router - Vue Router 实例
+ * @returns {Object} 执行器实例
+ */
+export function createActionExecutor(store, router) {
+    return new ActionExecutor(store, router);
+}
+
+class ActionExecutor {
+    constructor(store, router) {
+        this.store = store;
+        this.router = router;
+
+        // 导航操作注册表
+        this.actionHandlers = {
+            // 打开资源详情（通过 Vuex action）
+            open_task: this.openTask.bind(this),
+            open_dialog: this.openDialog.bind(this),
+
+            // 页面导航（通过 goForward）
+            open_project: this.openProject.bind(this),
+            open_file: this.openFile.bind(this),
+            open_folder: this.openFolder.bind(this),
+
+            // 功能页面导航
+            navigate_to_dashboard: this.navigateToDashboard.bind(this),
+            navigate_to_messenger: this.navigateToMessenger.bind(this),
+            navigate_to_calendar: this.navigateToCalendar.bind(this),
+            navigate_to_files: this.navigateToFiles.bind(this),
+
+            // 别名支持
+            goto_task: this.openTask.bind(this),
+            goto_project: this.openProject.bind(this),
+            goto_dialog: this.openDialog.bind(this),
+            navigate_to_task: this.openTask.bind(this),
+            navigate_to_project: this.openProject.bind(this),
+            navigate_to_dialog: this.openDialog.bind(this),
+        };
+    }
+
+    /**
+     * 执行导航操作
+     * @param {string} actionName - 操作名称
+     * @param {Object} params - 操作参数
+     * @returns {Promise<Object>} 执行结果
+     */
+    async executeAction(actionName, params = {}) {
+        // 智能解析操作名，支持 open_task_358 这样的格式
+        const { normalizedAction, extractedParams } = this.parseActionName(actionName);
+        const mergedParams = { ...extractedParams, ...params };
+
+        const handler = this.actionHandlers[normalizedAction];
+        if (!handler) {
+            throw new Error(`不支持的操作: ${actionName}。支持的操作: ${Object.keys(this.actionHandlers).join(', ')}`);
+        }
+
+        try {
+            const result = await handler(mergedParams);
+            return {
+                success: true,
+                action: normalizedAction,
+                result,
+            };
+        } catch (error) {
+            throw new Error(`执行操作失败: ${error.message}`);
+        }
+    }
+
+    /**
+     * 解析操作名，提取嵌入的参数
+     * 支持格式: open_task_358 -> { normalizedAction: 'open_task', extractedParams: { task_id: 358 } }
+     */
+    parseActionName(actionName) {
+        const patterns = [
+            { regex: /^(open_task|goto_task|navigate_to_task)_(\d+)$/, paramName: 'task_id' },
+            { regex: /^(open_project|goto_project|navigate_to_project)_(\d+)$/, paramName: 'project_id' },
+            { regex: /^(open_dialog|goto_dialog|navigate_to_dialog)_(\d+)$/, paramName: 'dialog_id' },
+            { regex: /^(open_file)_(\d+)$/, paramName: 'file_id' },
+            { regex: /^(open_folder)_(\d+)$/, paramName: 'folder_id' },
+        ];
+
+        for (const { regex, paramName } of patterns) {
+            const match = actionName.match(regex);
+            if (match) {
+                return {
+                    normalizedAction: match[1],
+                    extractedParams: { [paramName]: parseInt(match[2], 10) },
+                };
+            }
+        }
+
+        return { normalizedAction: actionName, extractedParams: {} };
+    }
+
+    // ========== 打开资源详情 ==========
+
+    /**
+     * 打开任务详情
+     */
+    async openTask(params) {
+        const taskId = params.task_id;
+        if (!taskId) {
+            throw new Error('缺少 task_id 参数');
+        }
+
+        this.store.dispatch('openTask', taskId);
+        return { opened: true, task_id: taskId };
+    }
+
+    /**
+     * 打开对话
+     */
+    async openDialog(params) {
+        const dialogId = params.dialog_id;
+        if (!dialogId) {
+            throw new Error('缺少 dialog_id 参数');
+        }
+
+        // 支持高级参数：跳转到特定消息
+        const dialogParams = params.msg_id
+            ? { dialog_id: dialogId, search_msg_id: params.msg_id }
+            : dialogId;
+
+        this.store.dispatch('openDialog', dialogParams);
+        return { opened: true, dialog_id: dialogId };
+    }
+
+    // ========== 页面导航 ==========
+
+    /**
+     * 打开/切换到项目
+     */
+    async openProject(params) {
+        const projectId = params.project_id;
+        if (!projectId) {
+            throw new Error('缺少 project_id 参数');
+        }
+
+        window.$A.goForward({ name: 'manage-project', params: { projectId } });
+        return { navigated: true, project_id: projectId };
+    }
+
+    /**
+     * 打开文件预览
+     */
+    async openFile(params) {
+        const fileId = params.file_id;
+        if (!fileId) {
+            throw new Error('缺少 file_id 参数');
+        }
+
+        window.$A.goForward({ name: 'manage-file', params: { fileId } });
+        return { navigated: true, file_id: fileId };
+    }
+
+    /**
+     * 打开文件夹
+     */
+    async openFolder(params) {
+        const folderId = params.folder_id;
+        if (!folderId) {
+            throw new Error('缺少 folder_id 参数');
+        }
+
+        window.$A.goForward({ name: 'manage-file', params: { folderId, fileId: null } });
+        return { navigated: true, folder_id: folderId };
+    }
+
+    /**
+     * 导航到仪表盘
+     */
+    async navigateToDashboard() {
+        window.$A.goForward({ name: 'manage-dashboard' });
+        return { navigated: true, page: 'dashboard' };
+    }
+
+    /**
+     * 导航到消息页面
+     */
+    async navigateToMessenger() {
+        window.$A.goForward({ name: 'manage-messenger' });
+        return { navigated: true, page: 'messenger' };
+    }
+
+    /**
+     * 导航到日历页面
+     */
+    async navigateToCalendar() {
+        window.$A.goForward({ name: 'manage-calendar' });
+        return { navigated: true, page: 'calendar' };
+    }
+
+    /**
+     * 导航到文件管理页面
+     */
+    async navigateToFiles() {
+        window.$A.goForward({ name: 'manage-file' });
+        return { navigated: true, page: 'files' };
+    }
+
+    // ========== 元素级操作 ==========
+
+    /**
+     * 设置当前的 refMap（由 operation-module 在获取上下文后调用）
+     */
+    setRefMap(refMap) {
+        this.currentRefMap = refMap;
+    }
+
+    /**
+     * 执行元素级操作
+     * @param {string} elementUid - 元素标识 (e1, e2, ... 或选择器)
+     * @param {string} action - 操作类型
+     * @param {string} value - 操作值
+     * @returns {Promise<Object>} 执行结果
+     */
+    async executeElementAction(elementUid, action, value) {
+        const element = this.findElement(elementUid);
+        if (!element) {
+            throw new Error(`找不到元素: ${elementUid}`);
+        }
+
+        switch (action) {
+            case 'click':
+                element.click();
+                return { success: true, action: 'click', element: elementUid };
+
+            case 'type':
+                if (element.tagName === 'INPUT' || element.tagName === 'TEXTAREA' || element.contentEditable === 'true') {
+                    element.focus();
+                    if (element.contentEditable === 'true') {
+                        element.textContent = value || '';
+                    } else {
+                        element.value = value || '';
+                    }
+                    element.dispatchEvent(new Event('input', { bubbles: true }));
+                    element.dispatchEvent(new Event('change', { bubbles: true }));
+                    return { success: true, action: 'type', value, element: elementUid };
+                }
+                throw new Error('元素不支持输入操作');
+
+            case 'select':
+                if (element.tagName === 'SELECT') {
+                    element.value = value;
+                    element.dispatchEvent(new Event('change', { bubbles: true }));
+                    return { success: true, action: 'select', value, element: elementUid };
+                }
+                // iView Select 组件 - 先点击打开下拉
+                element.click();
+                await this.delay(200);
+                const options = document.querySelectorAll('.ivu-select-dropdown-list .ivu-select-item');
+                for (const option of options) {
+                    if (option.textContent.trim().includes(value)) {
+                        option.click();
+                        return { success: true, action: 'select', value, element: elementUid };
+                    }
+                }
+                throw new Error(`找不到选项: ${value}`);
+
+            case 'focus':
+                element.focus();
+                return { success: true, action: 'focus', element: elementUid };
+
+            case 'scroll':
+                element.scrollIntoView({ behavior: 'smooth', block: 'center' });
+                return { success: true, action: 'scroll', element: elementUid };
+
+            case 'hover':
+                element.dispatchEvent(new MouseEvent('mouseenter', { bubbles: true }));
+                element.dispatchEvent(new MouseEvent('mouseover', { bubbles: true }));
+                return { success: true, action: 'hover', element: elementUid };
+
+            default:
+                throw new Error(`不支持的元素操作: ${action}`);
+        }
+    }
+
+    /**
+     * 查找元素
+     * 支持多种格式：e1, @e1, ref=e1, CSS选择器
+     */
+    findElement(identifier) {
+        let ref = null;
+        if (identifier.startsWith('@')) {
+            ref = identifier.slice(1);
+        } else if (identifier.startsWith('ref=')) {
+            ref = identifier.slice(4);
+        } else if (/^e\d+$/.test(identifier)) {
+            ref = identifier;
+        }
+
+        // 如果是 ref 格式，使用 refMap 查找
+        if (ref && this.currentRefMap) {
+            const element = findElementByRef(ref, this.currentRefMap);
+            if (element) return element;
+        }
+
+        // 尝试作为 CSS 选择器
+        try {
+            const element = document.querySelector(identifier);
+            if (element) return element;
+        } catch (e) {
+            // 选择器无效，忽略
+        }
+
+        return null;
+    }
+
+    /**
+     * 延迟工具方法
+     */
+    delay(ms) {
+        return new Promise(resolve => setTimeout(resolve, ms));
+    }
+}
+
+export default createActionExecutor;
diff --git a/resources/assets/js/components/AIAssistant/float-button.vue b/resources/assets/js/components/AIAssistant/float-button.vue
index f79591669..8394253bf 100644
--- a/resources/assets/js/components/AIAssistant/float-button.vue
+++ b/resources/assets/js/components/AIAssistant/float-button.vue
@@ -27,6 +27,7 @@ import {mapState} from "vuex";
 import emitter from "../../store/events";
 import {withLanguagePreferencePrompt} from "../../utils/ai";
 import {getPageContext, getSceneKey} from "./page-context";
+import {createOperationModule} from "./operation-module";
 
 export default {
     name: 'AIAssistantFloatButton',
@@ -50,6 +51,9 @@ export default {
             collapseDelay: 1000,   // 收起延迟（毫秒）
             collapseTimer: null,   // 收起定时器
             record: {},
+            // 前端操作模块
+            operationModule: null,
+            operationSessionId: null,
         };
     },
 
@@ -147,15 +151,19 @@ export default {
         this.loadPosition();
         window.addEventListener('resize', this.onResize);
         emitter.on('openAIAssistantGlobal', this.onClick);
+        emitter.on('aiAssistantClosed', this.onAssistantClosed);
+        this.initOperationModule();
     },
 
     beforeDestroy() {
         window.removeEventListener('resize', this.onResize);
         emitter.off('openAIAssistantGlobal', this.onClick);
+        emitter.off('aiAssistantClosed', this.onAssistantClosed);
         document.removeEventListener('mousemove', this.onMouseMove);
         document.removeEventListener('mouseup', this.onMouseUp);
         document.removeEventListener('contextmenu', this.onContextMenu);
         this.clearCollapseTimer();
+        this.destroyOperationModule();
     },
 
     methods: {
@@ -363,6 +371,9 @@ export default {
             const routeParams = this.$route?.params || {};
             const sceneKey = getSceneKey(this.$store, routeParams);
 
+            // 启用前端操作模块
+            this.enableOperationModule();
+
             emitter.emit('openAIAssistant', {
                 displayMode: 'chat',
                 sessionKey: 'global',
@@ -373,6 +384,13 @@ export default {
             });
         },
 
+        /**
+         * AI 助手关闭事件
+         */
+        onAssistantClosed() {
+            this.disableOperationModule();
+        },
+
         /**
          * 处理发送前的上下文准备
          * 在发送时动态获取当前页面上下文，确保上下文与用户当前所在页面一致
@@ -383,8 +401,14 @@ export default {
             const routeParams = this.$route?.params || {};
             const {systemPrompt} = getPageContext(this.$store, routeParams);
 
+            // 添加操作会话信息
+            let operationContext = '';
+            if (this.operationSessionId) {
+                operationContext = `\n\n前端操作会话已建立，session_id: ${this.operationSessionId}。你可以使用 get_page_context、execute_action、execute_element_action 工具直接操作用户的页面。`;
+            }
+
             const prepared = [
-                ['system', withLanguagePreferencePrompt(systemPrompt)],
+                ['system', withLanguagePreferencePrompt(systemPrompt + operationContext)],
             ];
 
             if (context.length > 0) {
@@ -392,7 +416,57 @@ export default {
             }
 
             return prepared;
-        }
+        },
+
+        /**
+         * 初始化操作模块
+         */
+        initOperationModule() {
+            if (this.operationModule) {
+                return;
+            }
+
+            this.operationModule = createOperationModule({
+                store: this.$store,
+                router: this.$router,
+                onSessionReady: (sessionId) => {
+                    this.operationSessionId = sessionId;
+                },
+                onSessionLost: () => {
+                    this.operationSessionId = null;
+                },
+            });
+        },
+
+        /**
+         * 启用操作模块
+         */
+        enableOperationModule() {
+            if (this.operationModule) {
+                this.operationModule.enable();
+            }
+        },
+
+        /**
+         * 禁用操作模块
+         */
+        disableOperationModule() {
+            if (this.operationModule) {
+                this.operationModule.disable();
+                this.operationSessionId = null;
+            }
+        },
+
+        /**
+         * 销毁操作模块
+         */
+        destroyOperationModule() {
+            if (this.operationModule) {
+                this.operationModule.disable();
+                this.operationModule = null;
+                this.operationSessionId = null;
+            }
+        },
     },
 };
 </script>
diff --git a/resources/assets/js/components/AIAssistant/index.vue b/resources/assets/js/components/AIAssistant/index.vue
index 5b79ab588..b65113c2f 100644
--- a/resources/assets/js/components/AIAssistant/index.vue
+++ b/resources/assets/js/components/AIAssistant/index.vue
@@ -273,10 +273,16 @@ export default {
         },
         welcomePromptsKey: {
             handler() {
-                this.refreshWelcomePromptsDebounced();
+                this.refreshWelcomePromptsDebounced?.();
             },
             immediate: true,
         },
+        showModal(value) {
+            if (!value) {
+                // 弹窗关闭时通知操作模块
+                emitter.emit('aiAssistantClosed');
+            }
+        },
     },
     methods: {
         /**
diff --git a/resources/assets/js/components/AIAssistant/operation-client.js b/resources/assets/js/components/AIAssistant/operation-client.js
new file mode 100644
index 000000000..0dc3a3eaf
--- /dev/null
+++ b/resources/assets/js/components/AIAssistant/operation-client.js
@@ -0,0 +1,231 @@
+/**
+ * AI 助手前端操作 WebSocket 客户端
+ *
+ * 负责与 MCP Server 建立 WebSocket 连接，
+ * 接收来自 MCP 工具的请求并返回响应。
+ */
+
+const WS_PATH = '/apps/mcp_server/mcp/operation';
+const RECONNECT_DELAY = 3000;
+const MAX_RECONNECT_ATTEMPTS = 5;
+
+/**
+ * 前端操作客户端
+ */
+export class OperationClient {
+    /**
+     * @param {Object} options
+     * @param {Function} options.getToken - 获取用户 token 的函数
+     * @param {Function} options.onRequest - 处理请求的回调函数
+     * @param {Function} options.onConnected - 连接成功回调
+     * @param {Function} options.onDisconnected - 断开连接回调
+     * @param {Function} options.onError - 错误回调
+     */
+    constructor(options = {}) {
+        this.getToken = options.getToken;
+        this.onRequest = options.onRequest;
+        this.onConnected = options.onConnected;
+        this.onDisconnected = options.onDisconnected;
+        this.onError = options.onError;
+
+        this.ws = null;
+        this.sessionId = null;
+        this.expiresAt = null;
+        this.reconnectAttempts = 0;
+        this.reconnectTimer = null;
+        this.isConnecting = false;
+        this.isManualClose = false;
+    }
+
+    /**
+     * 建立 WebSocket 连接
+     */
+    connect() {
+        if (this.ws && (this.ws.readyState === WebSocket.CONNECTING || this.ws.readyState === WebSocket.OPEN)) {
+            return;
+        }
+
+        if (this.isConnecting) {
+            return;
+        }
+
+        this.isConnecting = true;
+        this.isManualClose = false;
+
+        const token = this.getToken?.();
+        if (!token) {
+            this.isConnecting = false;
+            this.onError?.('未登录或 token 不可用');
+            return;
+        }
+
+        const protocol = window.location.protocol === 'https:' ? 'wss:' : 'ws:';
+        const host = window.location.host;
+        const url = `${protocol}//${host}${WS_PATH}?token=${encodeURIComponent(token)}`;
+
+        try {
+            this.ws = new WebSocket(url);
+            this.setupEventHandlers();
+        } catch (error) {
+            this.isConnecting = false;
+            this.onError?.(error.message);
+        }
+    }
+
+    /**
+     * 设置 WebSocket 事件处理器
+     */
+    setupEventHandlers() {
+        this.ws.onopen = () => {
+            this.isConnecting = false;
+            this.reconnectAttempts = 0;
+        };
+
+        this.ws.onmessage = (event) => {
+            this.handleMessage(event.data);
+        };
+
+        this.ws.onclose = (event) => {
+            this.isConnecting = false;
+            this.sessionId = null;
+            this.onDisconnected?.();
+
+            if (!this.isManualClose && this.reconnectAttempts < MAX_RECONNECT_ATTEMPTS) {
+                this.scheduleReconnect();
+            }
+        };
+
+        this.ws.onerror = () => {
+            this.isConnecting = false;
+            this.onError?.('WebSocket 连接错误');
+        };
+    }
+
+    /**
+     * 处理收到的消息
+     */
+    handleMessage(data) {
+        let msg;
+        try {
+            msg = JSON.parse(data);
+        } catch {
+            return;
+        }
+
+        switch (msg.type) {
+            case 'connected':
+                this.sessionId = msg.session_id;
+                this.expiresAt = msg.expires_at;
+                this.onConnected?.(this.sessionId);
+                break;
+
+            case 'request':
+                this.handleRequest(msg);
+                break;
+
+            case 'pong':
+                // 心跳响应
+                break;
+        }
+    }
+
+    /**
+     * 处理来自 MCP 的请求
+     */
+    async handleRequest(msg) {
+        const { id, action, payload } = msg;
+
+        if (!this.onRequest) {
+            this.sendResponse(id, false, null, '请求处理器未配置');
+            return;
+        }
+
+        try {
+            const result = await this.onRequest(action, payload);
+            this.sendResponse(id, true, result, null);
+        } catch (error) {
+            const errorMsg = error.message || '操作执行失败';
+            this.sendResponse(id, false, null, errorMsg);
+        }
+    }
+
+    /**
+     * 发送响应
+     */
+    sendResponse(id, success, data, error) {
+        if (!this.ws || this.ws.readyState !== WebSocket.OPEN) {
+            return;
+        }
+
+        const response = {
+            type: 'response',
+            id,
+            success,
+            data,
+            error,
+        };
+
+        this.ws.send(JSON.stringify(response));
+    }
+
+    /**
+     * 发送心跳
+     */
+    ping() {
+        if (this.ws && this.ws.readyState === WebSocket.OPEN) {
+            this.ws.send(JSON.stringify({ type: 'ping' }));
+        }
+    }
+
+    /**
+     * 安排重连
+     */
+    scheduleReconnect() {
+        if (this.reconnectTimer) {
+            clearTimeout(this.reconnectTimer);
+        }
+
+        this.reconnectAttempts++;
+        const delay = RECONNECT_DELAY * this.reconnectAttempts;
+
+        this.reconnectTimer = setTimeout(() => {
+            this.connect();
+        }, delay);
+    }
+
+    /**
+     * 断开连接
+     */
+    disconnect() {
+        this.isManualClose = true;
+
+        if (this.reconnectTimer) {
+            clearTimeout(this.reconnectTimer);
+            this.reconnectTimer = null;
+        }
+
+        if (this.ws) {
+            this.ws.close();
+            this.ws = null;
+        }
+
+        this.sessionId = null;
+        this.reconnectAttempts = 0;
+    }
+
+    /**
+     * 获取当前 session ID
+     */
+    getSessionId() {
+        return this.sessionId;
+    }
+
+    /**
+     * 检查是否已连接
+     */
+    isConnected() {
+        return this.ws && this.ws.readyState === WebSocket.OPEN && this.sessionId;
+    }
+}
+
+export default OperationClient;
diff --git a/resources/assets/js/components/AIAssistant/operation-module.js b/resources/assets/js/components/AIAssistant/operation-module.js
new file mode 100644
index 000000000..ba04ae11a
--- /dev/null
+++ b/resources/assets/js/components/AIAssistant/operation-module.js
@@ -0,0 +1,220 @@
+/**
+ * AI 助手前端操作模块
+ *
+ * 集成 WebSocket 客户端、页面上下文收集器和操作执行器，
+ * 提供给 AI 助手组件使用。
+ */
+
+import { OperationClient } from './operation-client';
+import { collectPageContext } from './page-context-collector';
+import { createActionExecutor } from './action-executor';
+
+/**
+ * 创建操作模块实例
+ * @param {Object} options
+ * @param {Object} options.store - Vuex store 实例
+ * @param {Object} options.router - Vue Router 实例
+ * @returns {Object} 操作模块实例
+ */
+export function createOperationModule(options = {}) {
+    return new OperationModule(options);
+}
+
+class OperationModule {
+    constructor(options) {
+        this.store = options.store;
+        this.router = options.router;
+        this.enabled = false;
+        this.client = null;
+        this.executor = null;
+        this.sessionId = null;
+
+        // 回调函数
+        this.onSessionReady = options.onSessionReady;
+        this.onSessionLost = options.onSessionLost;
+        this.onError = options.onError;
+    }
+
+    /**
+     * 启用操作模块
+     */
+    enable() {
+        if (this.enabled) {
+            return;
+        }
+
+        this.enabled = true;
+
+        // 创建操作执行器
+        this.executor = createActionExecutor(this.store, this.router);
+
+        // 创建 WebSocket 客户端
+        this.client = new OperationClient({
+            getToken: () => this.store.state.userToken,
+            onRequest: this.handleRequest.bind(this),
+            onConnected: this.handleConnected.bind(this),
+            onDisconnected: this.handleDisconnected.bind(this),
+            onError: this.handleError.bind(this),
+        });
+
+        // 建立连接
+        this.client.connect();
+
+        // 设置心跳
+        this.heartbeatTimer = setInterval(() => {
+            if (this.client) {
+                this.client.ping();
+            }
+        }, 30000);
+    }
+
+    /**
+     * 禁用操作模块
+     */
+    disable() {
+        if (!this.enabled) {
+            return;
+        }
+
+        this.enabled = false;
+
+        if (this.heartbeatTimer) {
+            clearInterval(this.heartbeatTimer);
+            this.heartbeatTimer = null;
+        }
+
+        if (this.client) {
+            this.client.disconnect();
+            this.client = null;
+        }
+
+        this.executor = null;
+        this.sessionId = null;
+    }
+
+    /**
+     * 处理来自 MCP 的请求
+     */
+    async handleRequest(action, payload) {
+        switch (action) {
+            case 'get_page_context':
+                return this.getPageContext(payload);
+
+            case 'execute_action':
+                return this.executeAction(payload);
+
+            case 'execute_element_action':
+                return this.executeElementAction(payload);
+
+            default:
+                throw new Error(`未知的操作类型: ${action}`);
+        }
+    }
+
+    /**
+     * 获取页面上下文
+     */
+    getPageContext(payload) {
+        const includeElements = payload?.include_elements !== false;
+        const interactiveOnly = payload?.interactive_only || false;
+        const maxElements = payload?.max_elements || 100;
+
+        const context = collectPageContext(this.store, {
+            include_elements: includeElements,
+            interactive_only: interactiveOnly,
+            max_elements: maxElements,
+        });
+
+        // 将 refMap 存储到 executor，供后续元素操作使用
+        if (context.ref_map && this.executor) {
+            this.executor.setRefMap(context.ref_map);
+        }
+
+        return context;
+    }
+
+    /**
+     * 执行业务操作
+     */
+    async executeAction(payload) {
+        if (!this.executor) {
+            throw new Error('操作执行器未初始化');
+        }
+
+        const actionName = payload?.name;
+        const params = payload?.params || {};
+
+        if (!actionName) {
+            throw new Error('缺少操作名称');
+        }
+
+        return this.executor.executeAction(actionName, params);
+    }
+
+    /**
+     * 执行元素操作
+     */
+    async executeElementAction(payload) {
+        if (!this.executor) {
+            throw new Error('操作执行器未初始化');
+        }
+
+        const elementUid = payload?.element_uid;
+        const action = payload?.action;
+        const value = payload?.value;
+
+        if (!elementUid || !action) {
+            throw new Error('缺少必要参数');
+        }
+
+        return this.executor.executeElementAction(elementUid, action, value);
+    }
+
+    /**
+     * 处理连接成功
+     */
+    handleConnected(sessionId) {
+        this.sessionId = sessionId;
+        this.onSessionReady?.(sessionId);
+    }
+
+    /**
+     * 处理连接断开
+     */
+    handleDisconnected() {
+        this.sessionId = null;
+        this.onSessionLost?.();
+    }
+
+    /**
+     * 处理错误
+     */
+    handleError(error) {
+        this.onError?.(error);
+    }
+
+    /**
+     * 获取当前 session ID
+     */
+    getSessionId() {
+        return this.sessionId;
+    }
+
+    /**
+     * 检查是否已连接
+     */
+    isConnected() {
+        return this.client?.isConnected() || false;
+    }
+
+    /**
+     * 重新连接
+     */
+    reconnect() {
+        if (this.client) {
+            this.client.connect();
+        }
+    }
+}
+
+export default createOperationModule;
diff --git a/resources/assets/js/components/AIAssistant/page-context-collector.js b/resources/assets/js/components/AIAssistant/page-context-collector.js
new file mode 100644
index 000000000..aeb39a67d
--- /dev/null
+++ b/resources/assets/js/components/AIAssistant/page-context-collector.js
@@ -0,0 +1,737 @@
+/**
+ * 页面上下文收集器
+ *
+ * 借鉴 agent-browser 项目的设计思想，基于 ARIA 角色收集页面元素。
+ * 提供结构化的页面快照，包括可交互元素和内容元素。
+ */
+
+// ========== ARIA 角色分类 ==========
+
+// 可交互角色 - 这些元素可以被点击、输入等
+const INTERACTIVE_ROLES = new Set([
+    'button', 'link', 'textbox', 'checkbox', 'radio',
+    'combobox', 'listbox', 'menuitem', 'menuitemcheckbox',
+    'menuitemradio', 'option', 'searchbox', 'slider',
+    'spinbutton', 'switch', 'tab', 'treeitem', 'gridcell',
+]);
+
+// 内容角色 - 这些元素包含重要内容
+const CONTENT_ROLES = new Set([
+    'heading', 'cell', 'columnheader', 'rowheader',
+    'listitem', 'article', 'region', 'main', 'navigation',
+    'img', 'figure',
+]);
+
+// HTML 元素到 ARIA 角色的映射
+const ELEMENT_ROLE_MAP = {
+    'button': 'button',
+    'a': 'link',
+    'input': (el) => {
+        const type = el.type?.toLowerCase() || 'text';
+        switch (type) {
+            case 'checkbox': return 'checkbox';
+            case 'radio': return 'radio';
+            case 'submit':
+            case 'reset':
+            case 'button': return 'button';
+            case 'search': return 'searchbox';
+            case 'range': return 'slider';
+            case 'number': return 'spinbutton';
+            default: return 'textbox';
+        }
+    },
+    'textarea': 'textbox',
+    'select': 'combobox',
+    'option': 'option',
+    'h1': 'heading',
+    'h2': 'heading',
+    'h3': 'heading',
+    'h4': 'heading',
+    'h5': 'heading',
+    'h6': 'heading',
+    'img': 'img',
+    'nav': 'navigation',
+    'main': 'main',
+    'article': 'article',
+    'li': 'listitem',
+    'td': 'cell',
+    'th': 'columnheader',
+};
+
+// ========== 元素收集器 ==========
+
+/**
+ * 收集当前页面上下文
+ * @param {Object} store - Vuex store 实例
+ * @param {Object} options - 收集选项
+ * @param {boolean} options.include_elements - 是否包含可交互元素
+ * @param {boolean} options.interactive_only - 仅返回可交互元素
+ * @param {number} options.max_elements - 每页最大元素数量，默认 50
+ * @param {number} options.offset - 跳过前 N 个元素（分页用），默认 0
+ * @param {string} options.container - 容器选择器，只扫描该容器内的元素
+ * @returns {Object} 页面上下文
+ */
+export function collectPageContext(store, options = {}) {
+    const routeName = store?.state?.routeName;
+    const includeElements = options.include_elements !== false;
+    const interactiveOnly = options.interactive_only || false;
+    const maxElements = options.max_elements || 50;
+    const offset = options.offset || 0;
+    const container = options.container || null;
+
+    // 基础上下文
+    const context = {
+        page_type: routeName || 'unknown',
+        page_url: window.location.href,
+        page_title: document.title,
+        timestamp: Date.now(),
+        elements: [],
+        element_count: 0,
+        total_count: 0,
+        offset: offset,
+        has_more: false,
+        available_actions: getAvailableActions(routeName, store),
+    };
+
+    // 收集可交互元素
+    if (includeElements) {
+        const result = collectElements({
+            interactiveOnly,
+            maxElements,
+            offset,
+            container,
+        });
+        context.elements = result.elements;
+        context.element_count = result.elements.length;
+        context.total_count = result.totalCount;
+        context.has_more = result.hasMore;
+        context.ref_map = result.refMap;
+    }
+
+    return context;
+}
+
+/**
+ * 根据页面类型获取可用的导航操作
+ * @param {string} routeName - 路由名称
+ * @param {Object} store - Vuex store 实例
+ * @returns {Array} 可用操作列表
+ */
+function getAvailableActions(routeName, store) {
+    // 通用导航操作 - 在所有页面都可用
+    const commonActions = [
+        {
+            name: 'navigate_to_dashboard',
+            description: '跳转到仪表盘',
+        },
+        {
+            name: 'navigate_to_messenger',
+            description: '跳转到消息页面',
+        },
+        {
+            name: 'navigate_to_calendar',
+            description: '跳转到日历页面',
+        },
+        {
+            name: 'navigate_to_files',
+            description: '跳转到文件管理页面',
+        },
+    ];
+
+    // 根据页面类型添加特定操作
+    const pageSpecificActions = [];
+
+    switch (routeName) {
+        case 'manage-project':
+            // 项目页面：可以打开任务
+            pageSpecificActions.push({
+                name: 'open_task',
+                description: '打开任务详情',
+                params: { task_id: '任务ID' },
+            });
+            break;
+
+        case 'manage-messenger':
+            // 消息页面：可以打开特定对话
+            pageSpecificActions.push({
+                name: 'open_dialog',
+                description: '打开/切换对话',
+                params: { dialog_id: '对话ID', msg_id: '(可选)跳转到指定消息' },
+            });
+            break;
+
+        case 'manage-file':
+            // 文件页面：可以打开文件夹或文件
+            pageSpecificActions.push(
+                {
+                    name: 'open_folder',
+                    description: '打开文件夹',
+                    params: { folder_id: '文件夹ID' },
+                },
+                {
+                    name: 'open_file',
+                    description: '打开文件预览',
+                    params: { file_id: '文件ID' },
+                }
+            );
+            break;
+
+        case 'manage-dashboard':
+            // 仪表盘：可以快速跳转到项目或打开任务
+            pageSpecificActions.push(
+                {
+                    name: 'open_project',
+                    description: '打开/切换到项目',
+                    params: { project_id: '项目ID' },
+                },
+                {
+                    name: 'open_task',
+                    description: '打开任务详情',
+                    params: { task_id: '任务ID' },
+                }
+            );
+            break;
+
+        default:
+            // 其他页面：提供基础的打开操作
+            pageSpecificActions.push(
+                {
+                    name: 'open_project',
+                    description: '打开/切换到项目',
+                    params: { project_id: '项目ID' },
+                },
+                {
+                    name: 'open_task',
+                    description: '打开任务详情',
+                    params: { task_id: '任务ID' },
+                },
+                {
+                    name: 'open_dialog',
+                    description: '打开对话',
+                    params: { dialog_id: '对话ID' },
+                }
+            );
+    }
+
+    return [...pageSpecificActions, ...commonActions];
+}
+
+/**
+ * 收集页面元素
+ * @param {Object} options
+ * @param {boolean} options.interactiveOnly - 仅返回可交互元素
+ * @param {number} options.maxElements - 每页最大元素数量
+ * @param {number} options.offset - 跳过前 N 个元素
+ * @param {string} options.container - 容器选择器
+ * @returns {Object} { elements, refMap, totalCount, hasMore }
+ */
+function collectElements(options = {}) {
+    const {
+        interactiveOnly = false,
+        maxElements = 50,
+        offset = 0,
+        container = null,
+    } = options;
+
+    // 确定查询的根元素
+    let rootElement = document;
+    if (container) {
+        rootElement = document.querySelector(container);
+        if (!rootElement) {
+            return { elements: [], refMap: {}, totalCount: 0, hasMore: false };
+        }
+    }
+
+    // 角色+名称计数器，用于处理重复元素
+    const roleNameCounter = new Map();
+
+    // 获取所有可能的交互元素选择器
+    const selectors = [
+        // 按钮类
+        'button',
+        '[role="button"]',
+        'input[type="submit"]',
+        'input[type="button"]',
+        'input[type="reset"]',
+        '.ivu-btn',
+        // 链接
+        'a[href]',
+        '[role="link"]',
+        // 输入框
+        'input:not([type="hidden"])',
+        'textarea',
+        '[role="textbox"]',
+        '[contenteditable="true"]',
+        // 选择器
+        'select',
+        '[role="combobox"]',
+        '[role="listbox"]',
+        '.ivu-select',
+        // 复选框和单选框
+        'input[type="checkbox"]',
+        'input[type="radio"]',
+        '[role="checkbox"]',
+        '[role="radio"]',
+        '.ivu-checkbox',
+        '.ivu-radio',
+        // 菜单项
+        '[role="menuitem"]',
+        '[role="tab"]',
+        '.ivu-menu-item',
+        '.ivu-tabs-tab',
+        // 可点击的图标和操作按钮
+        '[class*="click"]',
+        '[class*="btn"]',
+        '[class*="action"]',
+        '.taskfont[title]',
+        // 表格单元格（可能可点击）
+        'td[onclick]',
+        'tr[onclick]',
+    ];
+
+    // 如果不仅限交互元素，添加内容元素选择器
+    if (!interactiveOnly) {
+        selectors.push(
+            'h1', 'h2', 'h3', 'h4', 'h5', 'h6',
+            '[role="heading"]',
+            'img[alt]',
+            'nav',
+            'main',
+        );
+    }
+
+    // 第一阶段：收集所有有效元素（不限数量）
+    const allValidElements = [];
+    const processedElements = new Set();
+
+    // 查询所有匹配的元素
+    const candidateElements = rootElement.querySelectorAll(selectors.join(', '));
+
+    for (const el of candidateElements) {
+        processedElements.add(el);
+
+        // 跳过不可见元素
+        if (!isElementVisible(el)) continue;
+
+        // 跳过禁用元素
+        if (isElementDisabled(el)) continue;
+
+        allValidElements.push({ el, fromPointerScan: false });
+    }
+
+    // 第二遍扫描：查找具有 cursor: pointer 但未被选择器匹配的元素
+    const clickableSelectors = 'div, span, li, td, tr, section, article, aside, header, footer, label, i, svg';
+    const potentialClickables = rootElement.querySelectorAll(clickableSelectors);
+
+    for (const el of potentialClickables) {
+        if (processedElements.has(el)) continue;
+
+        // 检查是否有 cursor: pointer 样式
+        const computedStyle = window.getComputedStyle(el);
+        if (computedStyle.cursor !== 'pointer') continue;
+
+        // 跳过不可见或禁用元素
+        if (!isElementVisible(el)) continue;
+        if (isElementDisabled(el)) continue;
+
+        processedElements.add(el);
+        allValidElements.push({ el, fromPointerScan: true });
+    }
+
+    // 第二阶段：应用分页，生成最终结果
+    const totalCount = allValidElements.length;
+    const startIndex = offset;
+    const endIndex = Math.min(offset + maxElements, totalCount);
+    const hasMore = endIndex < totalCount;
+
+    const elements = [];
+    const refMap = {};
+    let refCounter = offset + 1; // ref 从 offset+1 开始，保持全局唯一
+
+    for (let i = startIndex; i < endIndex; i++) {
+        const { el, fromPointerScan } = allValidElements[i];
+
+        // 获取元素信息
+        const elementInfo = extractElementInfo(el, refCounter);
+        if (!elementInfo) continue;
+
+        // 如果是从 pointer 扫描来的，强制设为 button 角色
+        if (fromPointerScan && elementInfo.role === 'generic') {
+            elementInfo.role = 'button';
+        }
+
+        // 处理重复的角色+名称组合
+        const key = `${elementInfo.role}:${elementInfo.name || ''}`;
+        const count = roleNameCounter.get(key) || 0;
+        roleNameCounter.set(key, count + 1);
+
+        if (count > 0) {
+            elementInfo.nth = count;
+        }
+
+        // 生成 ref
+        const ref = `e${refCounter++}`;
+        elementInfo.ref = ref;
+
+        // 存储到 refMap
+        refMap[ref] = {
+            role: elementInfo.role,
+            name: elementInfo.name,
+            selector: elementInfo.selector,
+            nth: elementInfo.nth,
+        };
+
+        elements.push(elementInfo);
+    }
+
+    // 为重复元素添加 nth 标记
+    for (const element of elements) {
+        const key = `${element.role}:${element.name || ''}`;
+        const roleCount = roleNameCounter.get(key);
+        // 只有真正重复的才保留 nth
+        if (roleCount <= 1) {
+            delete element.nth;
+            if (refMap[element.ref]) {
+                delete refMap[element.ref].nth;
+            }
+        }
+    }
+
+    return { elements, refMap, totalCount, hasMore };
+}
+
+/**
+ * 提取元素信息
+ * @param {Element} el
+ * @param {number} index
+ * @returns {Object|null}
+ */
+function extractElementInfo(el, index) {
+    const tagName = el.tagName.toLowerCase();
+    const role = getElementRole(el);
+
+    // 获取元素名称/文本
+    const name = getElementName(el);
+
+    // 生成选择器
+    const selector = generateSelector(el);
+
+    // 基础信息
+    const info = {
+        role,
+        tag: tagName,
+        name: name || undefined,
+        selector,
+    };
+
+    // 添加特定属性
+    if (el.id) {
+        info.id = el.id;
+    }
+
+    if (el.type && (tagName === 'input' || tagName === 'button')) {
+        info.input_type = el.type;
+    }
+
+    if (el.placeholder) {
+        info.placeholder = el.placeholder;
+    }
+
+    if (el.value && (tagName === 'input' || tagName === 'textarea')) {
+        info.value = el.value.substring(0, 50);
+    }
+
+    if (el.href && tagName === 'a') {
+        info.href = el.href;
+    }
+
+    if (el.checked !== undefined) {
+        info.checked = el.checked;
+    }
+
+    if (el.title) {
+        info.title = el.title;
+    }
+
+    // 添加 aria 属性
+    const ariaLabel = el.getAttribute('aria-label');
+    if (ariaLabel) {
+        info.aria_label = ariaLabel;
+    }
+
+    return info;
+}
+
+/**
+ * 获取元素的 ARIA 角色
+ * @param {Element} el
+ * @returns {string}
+ */
+function getElementRole(el) {
+    // 首先检查显式的 role 属性
+    const explicitRole = el.getAttribute('role');
+    if (explicitRole) {
+        return explicitRole;
+    }
+
+    // 使用映射表
+    const tagName = el.tagName.toLowerCase();
+    const roleMapping = ELEMENT_ROLE_MAP[tagName];
+
+    if (typeof roleMapping === 'function') {
+        return roleMapping(el);
+    }
+
+    if (typeof roleMapping === 'string') {
+        return roleMapping;
+    }
+
+    // 检查是否可点击
+    if (el.onclick || el.hasAttribute('onclick') ||
+        el.style.cursor === 'pointer' ||
+        window.getComputedStyle(el).cursor === 'pointer') {
+        return 'button';
+    }
+
+    return 'generic';
+}
+
+/**
+ * 获取元素的可访问名称
+ * @param {Element} el
+ * @returns {string}
+ */
+function getElementName(el) {
+    // 优先级：aria-label > aria-labelledby > 内容文本 > title > placeholder > alt
+
+    const ariaLabel = el.getAttribute('aria-label');
+    if (ariaLabel) return ariaLabel.trim().substring(0, 100);
+
+    const ariaLabelledBy = el.getAttribute('aria-labelledby');
+    if (ariaLabelledBy) {
+        const labelEl = document.getElementById(ariaLabelledBy);
+        if (labelEl) {
+            return getTextContent(labelEl).substring(0, 100);
+        }
+    }
+
+    // 对于输入元素，查找关联的 label
+    if (el.id) {
+        const label = document.querySelector(`label[for="${el.id}"]`);
+        if (label) {
+            return getTextContent(label).substring(0, 100);
+        }
+    }
+
+    // 获取元素内的文本内容
+    const text = getTextContent(el);
+    if (text) return text.substring(0, 100);
+
+    // 其他属性
+    if (el.title) return el.title.substring(0, 100);
+    if (el.placeholder) return el.placeholder.substring(0, 100);
+    if (el.alt) return el.alt.substring(0, 100);
+    if (el.value && (el.tagName === 'INPUT' || el.tagName === 'BUTTON')) {
+        return el.value.substring(0, 100);
+    }
+
+    return '';
+}
+
+/**
+ * 获取元素的文本内容（排除子元素中隐藏的文本）
+ * @param {Element} el
+ * @returns {string}
+ */
+function getTextContent(el) {
+    // 克隆元素以避免修改原始 DOM
+    const clone = el.cloneNode(true);
+
+    // 移除脚本和样式
+    clone.querySelectorAll('script, style, [hidden], [aria-hidden="true"]').forEach(e => e.remove());
+
+    // 获取文本并清理
+    let text = clone.textContent || clone.innerText || '';
+    text = text.replace(/\s+/g, ' ').trim();
+
+    return text;
+}
+
+/**
+ * 检查元素是否可见
+ * @param {Element} el
+ * @returns {boolean}
+ */
+function isElementVisible(el) {
+    if (!el) return false;
+
+    // 检查元素本身
+    const style = window.getComputedStyle(el);
+
+    if (style.display === 'none') return false;
+    if (style.visibility === 'hidden') return false;
+    if (style.opacity === '0') return false;
+
+    // 检查边界框
+    const rect = el.getBoundingClientRect();
+    if (rect.width === 0 && rect.height === 0) return false;
+
+    // 检查是否在视口内或附近（允许稍微超出）
+    const viewportHeight = window.innerHeight;
+    const viewportWidth = window.innerWidth;
+
+    // 元素完全在视口外
+    if (rect.bottom < -100 || rect.top > viewportHeight + 100) return false;
+    if (rect.right < -100 || rect.left > viewportWidth + 100) return false;
+
+    // 检查父元素的可见性
+    let parent = el.parentElement;
+    while (parent) {
+        const parentStyle = window.getComputedStyle(parent);
+        if (parentStyle.display === 'none') return false;
+        if (parentStyle.visibility === 'hidden') return false;
+        parent = parent.parentElement;
+    }
+
+    return true;
+}
+
+/**
+ * 检查元素是否禁用
+ * @param {Element} el
+ * @returns {boolean}
+ */
+function isElementDisabled(el) {
+    if (el.disabled) return true;
+    if (el.getAttribute('aria-disabled') === 'true') return true;
+
+    // 检查是否在禁用的 fieldset 中
+    const fieldset = el.closest('fieldset');
+    if (fieldset && fieldset.disabled) {
+        // legend 中的元素不受影响
+        const legend = fieldset.querySelector('legend');
+        if (legend && legend.contains(el)) return false;
+        return true;
+    }
+
+    // 检查 iView 组件的禁用状态
+    if (el.classList.contains('ivu-btn-disabled')) return true;
+    if (el.classList.contains('ivu-input-disabled')) return true;
+    if (el.classList.contains('ivu-select-disabled')) return true;
+
+    return false;
+}
+
+/**
+ * 生成元素选择器
+ * @param {Element} el
+ * @returns {string}
+ */
+function generateSelector(el) {
+    // 如果有 ID，直接使用
+    if (el.id) {
+        return `#${el.id}`;
+    }
+
+    // 尝试生成唯一选择器
+    const parts = [];
+    let current = el;
+    let depth = 0;
+
+    while (current && current !== document.body && depth < 5) {
+        let selector = current.tagName.toLowerCase();
+
+        // 添加重要的类名（排除动态类）
+        if (current.className && typeof current.className === 'string') {
+            const classes = current.className
+                .split(' ')
+                .filter(c => c && !c.startsWith('ivu-') && !c.includes('--') && !c.includes('active') && !c.includes('hover'))
+                .slice(0, 2);
+            if (classes.length) {
+                selector += '.' + classes.join('.');
+            }
+        }
+
+        // 添加有用的属性
+        if (current.getAttribute('role')) {
+            selector += `[role="${current.getAttribute('role')}"]`;
+        } else if (current.getAttribute('data-id')) {
+            selector += `[data-id="${current.getAttribute('data-id')}"]`;
+        } else if (current.getAttribute('name')) {
+            selector += `[name="${current.getAttribute('name')}"]`;
+        }
+
+        parts.unshift(selector);
+        current = current.parentElement;
+        depth++;
+    }
+
+    return parts.join(' > ');
+}
+
+/**
+ * 根据 ref 查找元素
+ * @param {string} ref - 元素引用 (e1, e2, ...)
+ * @param {Object} refMap - 引用映射表
+ * @returns {Element|null}
+ */
+export function findElementByRef(ref, refMap) {
+    const refData = refMap[ref];
+    if (!refData) return null;
+
+    // 首先尝试使用选择器
+    if (refData.selector) {
+        const elements = document.querySelectorAll(refData.selector);
+        if (refData.nth !== undefined && elements.length > refData.nth) {
+            return elements[refData.nth];
+        }
+        if (elements.length > 0) {
+            return elements[0];
+        }
+    }
+
+    // 回退到角色+名称匹配
+    const roleSelector = `[role="${refData.role}"]`;
+    const candidates = document.querySelectorAll(roleSelector);
+
+    for (const candidate of candidates) {
+        if (refData.name) {
+            const candidateName = getElementName(candidate);
+            if (candidateName === refData.name) {
+                return candidate;
+            }
+        }
+    }
+
+    return null;
+}
+
+export default collectPageContext;
+
+// 暴露到 window 供调试使用
+if (typeof window !== 'undefined') {
+    window.__testPageContext = (options = {}) => {
+        // 简化版，不需要 store
+        const context = {
+            page_url: window.location.href,
+            page_title: document.title,
+            timestamp: Date.now(),
+        };
+
+        const result = collectElements({
+            interactiveOnly: options.interactive_only || false,
+            maxElements: options.max_elements || 50,
+            offset: options.offset || 0,
+            container: options.container || null,
+        });
+
+        context.elements = result.elements;
+        context.element_count = result.elements.length;
+        context.total_count = result.totalCount;
+        context.offset = options.offset || 0;
+        context.has_more = result.hasMore;
+        context.ref_map = result.refMap;
+
+        return context;
+    };
+}