diff --git a/ai.js b/ai.js
new file mode 100644
index 0000000..508dc5d
--- /dev/null
+++ b/ai.js
@@ -0,0 +1,30 @@
+// ai.js
+import { COMMANDS } from './commands.js';
+
+export async function translateToCommand(userInput) {
+    const availableKeys = COMMANDS.map(c => c.key).join(', ');
+    const systemPrompt = `你是一个助手。将输入映射到以下关键词之一：${availableKeys}。只输出关键词，不要其他字。无法匹配则输出 UNKNOWN。`;
+
+    return new Promise((resolve) => {
+        // 1. 监听结果
+        const handler = (event) => {
+            const response = event.detail;
+            window.removeEventListener("AI_RESULT", handler);
+            
+            if (response.success) {
+                const content = response.data.choices[0].message.content.trim();
+                console.log("📥 AI 识别结果:", content);
+                resolve(content === "UNKNOWN" ? null : content);
+            } else {
+                console.error("AI 失败:", response.error);
+                resolve(null);
+            }
+        };
+        window.addEventListener("AI_RESULT", handler);
+
+        // 2. 触发请求
+        window.dispatchEvent(new CustomEvent("DO_AI_REQUEST", {
+            detail: { userInput, systemPrompt }
+        }));
+    });
+}
\ No newline at end of file
diff --git a/background.js b/background.js
new file mode 100644
index 0000000..fb1bba8
--- /dev/null
+++ b/background.js
@@ -0,0 +1,45 @@
+// background.js
+
+// 监听来自 main.js 的消息
+chrome.runtime.onMessageExternal.addListener((message, sender, sendResponse) => {
+    // 这种方式需要知道 Extension ID，更简单的方法是统一由 content.js 转发
+});
+
+// 通用监听（推荐）
+chrome.runtime.onMessage.addListener((request, sender, sendResponse) => {
+  if (request.type === "AI_TRANSLATE") {
+    // 1. 先从 storage 获取配置
+    chrome.storage.sync.get(['aiConfig'], async (result) => {
+      const config = result.aiConfig;
+      if (!config || !config.apiKey) {
+        sendResponse({ success: false, error: "未配置 API Key" });
+        return;
+      }
+
+      try {
+        // 2. 发起请求
+        const response = await fetch(`${config.apiUrl}/chat/completions`, {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'Authorization': `Bearer ${config.apiKey}`
+          },
+          body: JSON.stringify({
+            model: config.modelName,
+            messages: [
+              { role: "system", content: request.systemPrompt },
+              { role: "user", content: request.userInput }
+            ],
+            temperature: 0.1
+          })
+        });
+
+        const data = await response.json();
+        sendResponse({ success: true, data: data });
+      } catch (err) {
+        sendResponse({ success: false, error: err.message });
+      }
+    });
+    return true; // 保持异步
+  }
+});
\ No newline at end of file
diff --git a/commands.js b/commands.js
index 2d50036..9a3966c 100644
--- a/commands.js
+++ b/commands.js
@@ -51,19 +51,39 @@ export function expandParentMenu(span) {
 }
 
 export function goToRoute(route) {
-  window.location.hash = route;
+  // 兼容 Hash 路由和普通路由，根据实际项目情况
+  window.location.hash = route; 
   console.log("✅ 已跳转到路由：", route);
 }
 
-export function handleCommand(text) {
-  console.log("📥 收到指令：", text);
-  const command = COMMANDS.find(c => text.includes(c.key));
+export function handleCommand(keyOrText) {
+  console.log("🚀 执行指令逻辑：", keyOrText);
+  
+  // 尝试精确匹配 (AI返回的Key) 或 模糊匹配 (用户输入的Text)
+  const command = COMMANDS.find(c => c.key === keyOrText) || 
+                  COMMANDS.find(c => keyOrText.includes(c.key));
+
   if (!command) {
-    alert("未识别指令：" + text);
+    console.warn("无法执行，未找到对应菜单动作:", keyOrText);
     return;
   }
-  const span = [...document.querySelectorAll("span")]
-    .find(el => el.innerText.trim() === command.menu);
-  span && expandParentMenu(span);
-  goToRoute(command.route);
+
+  // 查找菜单 DOM 元素 (根据你原有的逻辑)
+  const allSpans = Array.from(document.querySelectorAll("span"));
+  
+  // 优先全匹配，防止"报表"匹配到"高级报表"
+  let span = allSpans.find(el => el.innerText.trim() === command.menu);
+
+  if (span) {
+    expandParentMenu(span);
+    // 模拟点击触发 Vue/React 的路由跳转，或者直接改 Hash
+    // 如果页面需要点击才能触发加载，建议 span.click()
+    // 如果只是纯 hash 跳转，goToRoute 即可
+    
+    // 建议先点击，确保侧边栏高亮
+    span.click(); 
+    goToRoute(command.route);
+  } else {
+    console.error(`❌ 未找到菜单元素: ${command.menu}`);
+  }
 }
\ No newline at end of file
diff --git a/content.js b/content.js
index b05c89f..0b5dc4a 100644
--- a/content.js
+++ b/content.js
@@ -1,7 +1,22 @@
-// content.js 是 content script 的入口，不直接写全部逻辑
-// 用 module 方式加载其他文件
+// content.js
 
+// 1. 注入 main.js
 const script = document.createElement('script');
 script.type = 'module';
 script.src = chrome.runtime.getURL('main.js');
-document.head.appendChild(script);
\ No newline at end of file
+document.head.appendChild(script);
+
+// 2. 监听来自网页(main.js)的请求
+window.addEventListener("DO_AI_REQUEST", async (event) => {
+    const { userInput, systemPrompt } = event.detail;
+    
+    // 转发给 background.js
+    chrome.runtime.sendMessage({
+        type: "AI_TRANSLATE",
+        userInput,
+        systemPrompt
+    }, (response) => {
+        // 将结果传回给网页(main.js)
+        window.dispatchEvent(new CustomEvent("AI_RESULT", { detail: response }));
+    });
+});
\ No newline at end of file
diff --git a/main.js b/main.js
index 9e3f4ad..d1488bb 100644
--- a/main.js
+++ b/main.js
@@ -1,21 +1,64 @@
 import { createPanel } from './panel.js';
-import { handleCommand } from './commands.js';
+import { handleCommand, COMMANDS } from './commands.js';
 import { initVoice } from './voice.js';
+import { translateToCommand } from './ai.js';
 
-console.log("✅ 语音 + 文字插件已运行");
+// 等待页面加载完成
+const init = async () => {
+  console.log("🚀 插件主程序启动...");
+  const ui = createPanel();
 
-const panel = createPanel();
+  async function startProcess(text) {
+    const rawText = text.trim();
+    if (!rawText) return;
 
-// 文字输入支持
-const input = panel.querySelector("#voiceTextInput");
-input.addEventListener("keydown", (e) => {
-  if (e.key === "Enter") {
-    const value = input.value.trim();
-    if (value) {
-      handleCommand(value);
-      input.value = "";
+    console.log("📩 接收到输入:", rawText);
+
+    // 1. 本地匹配逻辑
+    const localMatch = COMMANDS.find(c => rawText.includes(c.key));
+    if (localMatch) {
+      console.log("🎯 本地关键词匹配成功:", localMatch.key);
+      handleCommand(localMatch.key);
+      return;
+    }
+
+    // 2. AI 翻译逻辑
+    ui.setLoading(true);
+    try {
+      const aiResult = await translateToCommand(rawText);
+      if (aiResult) {
+        handleCommand(aiResult);
+      } else {
+        console.warn("❌ AI 无法理解该指令");
+      }
+    } catch (err) {
+      console.error("AI 流程出错:", err);
+    } finally {
+      ui.setLoading(false);
     }
   }
-});
 
-initVoice(panel, handleCommand);
\ No newline at end of file
+  // 输入框回车事件监听
+  ui.input.addEventListener("keydown", (e) => {
+    if (e.key === "Enter") {
+      e.preventDefault(); // 防止某些页面表单提交刷新
+      const val = ui.input.value;
+      ui.input.value = "";
+      startProcess(val);
+    }
+  });
+
+  // 语音识别初始化
+  // 修正：确保 voice.js 里的 handleCommand 回调指向我们的 startProcess
+  initVoice(document.getElementById("automation-ai-panel"), (spokenText) => {
+    ui.input.value = spokenText;
+    startProcess(spokenText);
+  });
+};
+
+// 确保在 DOM 完成后运行
+if (document.readyState === "complete" || document.readyState === "interactive") {
+  init();
+} else {
+  window.addEventListener("DOMContentLoaded", init);
+}
\ No newline at end of file
diff --git a/manifest.json b/manifest.json
index 14e167b..0102021 100644
--- a/manifest.json
+++ b/manifest.json
@@ -1,7 +1,11 @@
 {
   "manifest_version": 3,
-  "name": "语音界面跳转",
-  "version": "0.0.1",
+  "name": "Supmea Automation AI",
+  "version": "0.1.0",
+  "permissions": ["activeTab", "storage"],
+  "background": {
+    "service_worker": "background.js"
+  },
   "content_scripts": [
     {
       "matches": ["*://1718cloud.com/*"],
@@ -9,11 +13,10 @@
       "run_at": "document_idle"
     }
   ],
-  "permissions": ["activeTab"],
   "web_accessible_resources": [
     {
-      "resources": ["*.js"],
+      "resources": ["*.js", "*.css"],
       "matches": ["*://1718cloud.com/*"]
     }
   ]
-}
+}
\ No newline at end of file
diff --git a/options.html b/options.html
new file mode 100644
index 0000000..f25d606
--- /dev/null
+++ b/options.html
@@ -0,0 +1,42 @@
+<!DOCTYPE html>
+<html>
+<head>
+  <meta charset="UTF-8">
+  <title>AI 配置中心</title>
+  <style>
+    body { padding: 30px; font-family: "Helvetica Neue", Helvetica, Arial, sans-serif; width: 400px; }
+    h2 { color: #333; border-bottom: 2px solid #409eff; padding-bottom: 10px; }
+    .form-group { margin-bottom: 15px; }
+    label { display: block; margin-bottom: 5px; font-weight: bold; color: #666; font-size: 14px; }
+    input { width: 100%; padding: 8px; border: 1px solid #ddd; border-radius: 4px; box-sizing: border-box; }
+    .btn { background: #409eff; color: white; border: none; padding: 10px 20px; border-radius: 4px; cursor: pointer; width: 100%; font-size: 16px; transition: background 0.3s; }
+    .btn:hover { background: #66b1ff; }
+    #status { margin-top: 10px; text-align: center; font-size: 13px; height: 20px; }
+    .note { font-size: 12px; color: #999; margin-top: 5px; }
+  </style>
+</head>
+<body>
+  <h2>⚙️ 插件 AI 配置</h2>
+  
+  <div class="form-group">
+    <label>API Base URL</label>
+    <input type="text" id="apiUrl" placeholder="例如: https://dashscope.aliyuncs.com/compatible-mode/v1">
+    <div class="note">魔搭/阿里千问通常使用兼容模式地址</div>
+  </div>
+
+  <div class="form-group">
+    <label>API Key</label>
+    <input type="password" id="apiKey" placeholder="sk-...">
+  </div>
+
+  <div class="form-group">
+    <label>Model Name</label>
+    <input type="text" id="modelName" placeholder="例如: qwen-plus">
+  </div>
+
+  <button id="save" class="btn">保存配置</button>
+  <div id="status"></div>
+
+  <script src="options.js"></script>
+</body>
+</html>
\ No newline at end of file
diff --git a/options.js b/options.js
new file mode 100644
index 0000000..1f4fba1
--- /dev/null
+++ b/options.js
@@ -0,0 +1,33 @@
+const defaultApiUrl = "https://dashscope.aliyuncs.com/compatible-mode/v1";
+const defaultModel = "qwen-plus";
+
+// 保存设置
+document.getElementById('save').addEventListener('click', () => {
+  const config = {
+    apiUrl: document.getElementById('apiUrl').value.trim() || defaultApiUrl,
+    apiKey: document.getElementById('apiKey').value.trim(),
+    modelName: document.getElementById('modelName').value.trim() || defaultModel
+  };
+
+  chrome.storage.sync.set({ aiConfig: config }, () => {
+    const status = document.getElementById('status');
+    status.textContent = '✅ 配置已保存，请刷新网页生效。';
+    status.style.color = 'green';
+    setTimeout(() => { status.textContent = ''; }, 3000);
+  });
+});
+
+// 加载设置
+document.addEventListener('DOMContentLoaded', () => {
+  chrome.storage.sync.get(['aiConfig'], (result) => {
+    if (result.aiConfig) {
+      document.getElementById('apiUrl').value = result.aiConfig.apiUrl;
+      document.getElementById('apiKey').value = result.aiConfig.apiKey;
+      document.getElementById('modelName').value = result.aiConfig.modelName;
+    } else {
+        // 默认填充
+        document.getElementById('apiUrl').value = defaultApiUrl;
+        document.getElementById('modelName').value = defaultModel;
+    }
+  });
+});
\ No newline at end of file
diff --git a/panel.js b/panel.js
index f225dfc..99af3d7 100644
--- a/panel.js
+++ b/panel.js
@@ -1,30 +1,51 @@
 export function createPanel() {
-  const panel = document.createElement("div");
+  const panelId = "automation-ai-panel";
+  // 防止重复创建
+  let panel = document.getElementById(panelId);
+  if (panel) return getUIRefs(panel);
+
+  panel = document.createElement("div");
+  panel.id = panelId;
   panel.style.cssText = `
-    position: fixed;
-    bottom: 24px;
-    right: 24px;
-    z-index: 999999;
-    background: white;
-    border-radius: 10px;
-    box-shadow: 0 4px 12px rgba(0,0,0,.15);
-    padding: 10px;
-    width: 220px;
-    font-size: 14px;
+    position: fixed; bottom: 24px; right: 24px; z-index: 2147483647;
+    background: white; border-radius: 10px;
+    box-shadow: 0 4px 12px rgba(0,0,0,.2); padding: 12px; width: 260px;
+    font-size: 14px; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, sans-serif;
   `;
+  
   panel.innerHTML = `
-    <div style="display:flex;gap:6px;">
-      <input id="voiceTextInput" placeholder="输入指令，如：添加设备"
-        style="flex:1;padding:6px;border:1px solid #dcdfe6;border-radius:4px;" />
-      <button id="voiceBtn"
-        style="padding:6px 10px;border:none;border-radius:4px;background:#409eff;color:#fff;cursor:pointer;">
+    <div style="display:flex;gap:8px;align-items:center;">
+      <input id="voiceTextInput" type="text" placeholder="输入指令或自然语言..."
+        style="flex:1;padding:8px;border:1px solid #dcdfe6;border-radius:4px;outline:none;font-size:13px;" />
+      <button id="voiceBtn" title="按 Alt+V 快捷开启"
+        style="padding:8px 12px;border:none;border-radius:4px;background:#409eff;color:#fff;cursor:pointer;display:flex;align-items:center;justify-content:center;">
         🎤
       </button>
     </div>
-    <div style="margin-top:6px;color:#999;font-size:12px;">
-      支持语音 / 回车文字指令
+    <div id="panelStatus" style="margin-top:8px;color:#999;font-size:12px;display:flex;justify-content:space-between;align-items:center;">
+      <span id="statusText">准备就绪</span>
+      <span id="aiLoading" style="display:none;color:#409eff;font-weight:bold;">🤖 思考中...</span>
     </div>
   `;
+  
   document.body.appendChild(panel);
-  return panel;
+  return getUIRefs(panel);
+}
+
+function getUIRefs(panel) {
+  const input = panel.querySelector("#voiceTextInput");
+  const btn = panel.querySelector("#voiceBtn");
+  const loading = panel.querySelector("#aiLoading");
+  const statusText = panel.querySelector("#statusText");
+
+  return {
+    input,
+    btn,
+    setLoading: (isLoading) => {
+      loading.style.display = isLoading ? "inline" : "none";
+      statusText.style.display = isLoading ? "none" : "inline";
+      input.disabled = isLoading;
+      if (!isLoading) input.focus();
+    }
+  };
 }
\ No newline at end of file