修复 AI 报文解读缓存未在首帧生效的问题

此前 useState 初始化为 idle，useEffect 异步读缓存后才切到 ready，
导致重新打开城市卡片时先闪烁"等待 AI 解读..."再跳转到缓存数据。
现在用 lazy initializer 在首帧同步读取缓存，命中则直接渲染 ready
状态，零闪烁。

frontend/components/dashboard/scan-terminal/use-ai-city-forecast.ts

@@ -30,15 +30,20 @@ export function useAiCityForecast({
   locale: string;
   report: string;
 }) {
-  const [aiForecast, setAiForecast] = useState<AiCityForecastState>({
-    status: "idle",
-  });
   const [aiRefreshToken, setAiRefreshToken] = useState(0);
   const aiForecastKey = useMemo(
     () => buildAiCityForecastKey({ detail, detailCityName, locale, report }),
     [detail, detailCityName, locale, report],
   );
 
+  const [aiForecast, setAiForecast] = useState<AiCityForecastState>(() => {
+    if (!enabled || !aiForecastKey) return { status: "idle" };
+    const cacheKey = buildAiCityForecastCacheKey(aiForecastKey);
+    const cached = readReadyCachedAiForecastState(cacheKey, 0);
+    if (cached) return cached;
+    return { status: "idle" };
+  });
+
   useEffect(() => {
     if (!enabled || !aiForecastKey) {
       setAiForecast({ status: "idle" });
@@ -47,16 +52,16 @@ export function useAiCityForecast({
     let cancelled = false;
     const cacheKey = buildAiCityForecastCacheKey(aiForecastKey);
     const requestKey = buildAiCityForecastRequestKey(cacheKey, aiRefreshToken);
-    const readyCachedState = readReadyCachedAiForecastState(
+
-      cacheKey,
+    // If cache was loaded into initial state and no force refresh, skip
-      aiRefreshToken,
+    if (aiRefreshToken === 0) {
-    );
+      const cached = readReadyCachedAiForecastState(cacheKey, 0);
-    if (readyCachedState) {
+      if (cached) {
-      setAiForecast(readyCachedState);
+        setAiForecast(cached);
-      return () => {
+        return () => { cancelled = true; };
-        cancelled = true;
+      }
-      };
     }
+
     const loadingState = buildAiCityLoadingForecastState({
       cacheKey,
       detail,