diff --git a/components/agents/AgentPsdTemplateEditorDialog.tsx b/components/agents/AgentPsdTemplateEditorDialog.tsx
index 04baf125e..c22b4aabf 100644
--- a/components/agents/AgentPsdTemplateEditorDialog.tsx
+++ b/components/agents/AgentPsdTemplateEditorDialog.tsx
@@ -271,6 +271,111 @@ function buildTemplatePreviewThumbUrl(
   return `/api/image-proxy?${searchParams.toString()}`;
 }
 
+function buildTemplatePreviewFallbackUrls(
+  template: Pick<AgentPsdTemplate, "previewUrl" | "renderBaseUrl">,
+  params?: {
+    width?: number;
+    quality?: number;
+    preferRenderBase?: boolean;
+  }
+) {
+  const sourceUrls = (
+    params?.preferRenderBase
+      ? [template.renderBaseUrl, template.previewUrl]
+      : [template.previewUrl, template.renderBaseUrl]
+  )
+    .map((url) => String(url || "").trim())
+    .filter(Boolean);
+  const candidates = [
+    ...sourceUrls.map((url) =>
+      buildTemplatePreviewThumbUrl(url, {
+        width: params?.width,
+        quality: params?.quality,
+      })
+    ),
+    ...sourceUrls,
+  ];
+  const seen = new Set<string>();
+
+  return candidates.filter((url) => {
+    if (!url || seen.has(url)) {
+      return false;
+    }
+    seen.add(url);
+    return true;
+  });
+}
+
+function TemplatePreviewImage({
+  template,
+  alt,
+  className,
+  width,
+  quality,
+  preferRenderBase,
+  decoding = "async",
+  fetchPriority,
+  loading = "lazy",
+}: {
+  template: Pick<AgentPsdTemplate, "name" | "previewUrl" | "renderBaseUrl">;
+  alt?: string;
+  className?: string;
+  width?: number;
+  quality?: number;
+  preferRenderBase?: boolean;
+  decoding?: "async" | "auto" | "sync";
+  fetchPriority?: "auto" | "high" | "low";
+  loading?: "eager" | "lazy";
+}) {
+  const fallbackUrls = useMemo(
+    () =>
+      buildTemplatePreviewFallbackUrls(template, {
+        width,
+        quality,
+        preferRenderBase,
+      }),
+    [preferRenderBase, quality, template.previewUrl, template.renderBaseUrl, width]
+  );
+  const fallbackUrlKey = fallbackUrls.join("\n");
+  const [activeUrlIndex, setActiveUrlIndex] = useState(0);
+
+  useEffect(() => {
+    setActiveUrlIndex(0);
+  }, [fallbackUrlKey]);
+
+  const src = fallbackUrls[activeUrlIndex] || "";
+  if (!src) {
+    return (
+      <div
+        aria-label={alt || template.name}
+        className={className}
+        role="img"
+      />
+    );
+  }
+  const intrinsicSize = Math.max(1, Math.round(width || 1));
+
+  return (
+    // biome-ignore lint/a11y/noNoninteractiveElementInteractions: the image swaps to the next remote fallback when a thumbnail URL fails.
+    // biome-ignore lint/performance/noImgElement: these dynamic PSD previews already use the app image proxy and need browser-level error fallback.
+    <img
+      alt={alt || template.name}
+      className={className}
+      decoding={decoding}
+      fetchPriority={fetchPriority}
+      height={intrinsicSize}
+      loading={loading}
+      onError={() =>
+        setActiveUrlIndex((current) =>
+          current + 1 < fallbackUrls.length ? current + 1 : current
+        )
+      }
+      src={src}
+      width={intrinsicSize}
+    />
+  );
+}
+
 function getScrollAreaViewportElement(root: HTMLDivElement | null) {
   return root?.querySelector(
     "[data-radix-scroll-area-viewport]"
@@ -521,14 +626,11 @@ function renderTemplateSelectContent(
             : "flex h-[46px] w-[46px] shrink-0 overflow-hidden rounded-lg border border-white/10 bg-white/5"
         }
       >
-        <img
-          alt={template.name}
+        <TemplatePreviewImage
           className="h-full w-full object-cover"
-          decoding="async"
           loading="lazy"
-          src={buildTemplatePreviewThumbUrl(template.previewUrl, {
-            width: compact ? 96 : 92,
-          })}
+          template={template}
+          width={compact ? 96 : 92}
         />
       </div>
       <div className="min-w-0 text-left">
@@ -580,15 +682,12 @@ function renderTemplatePickerCardContent(
   return (
     <div className="flex min-w-0 items-center gap-3.5">
       <div className="flex h-14 w-14 shrink-0 overflow-hidden rounded-xl border border-white/10 bg-white/5 shadow-inner">
-        <img
-          alt={template.name}
+        <TemplatePreviewImage
           className="h-full w-full object-cover"
-          decoding="async"
           fetchPriority={eager ? "high" : "low"}
           loading={eager ? "eager" : "lazy"}
-          src={buildTemplatePreviewThumbUrl(template.previewUrl, {
-            width: 112,
-          })}
+          template={template}
+          width={112}
         />
       </div>
       <div className="min-w-0">
@@ -2876,17 +2975,12 @@ export function AgentPsdTemplateEditorDialog({
                             aspectRatio: `${Math.max(1, selectedTemplate.width)} / ${Math.max(1, selectedTemplate.height)}`,
                           }}
                         >
-                          <img
-                            alt={selectedTemplate.name}
+                          <TemplatePreviewImage
                             className="h-full w-full object-contain"
-                            decoding="async"
-                            src={buildTemplatePreviewThumbUrl(
-                              selectedTemplate.previewUrl,
-                              {
-                                width: 440,
-                                quality: 78,
-                              }
-                            )}
+                            loading="eager"
+                            quality={78}
+                            template={selectedTemplate}
+                            width={440}
                           />
                         </div>
                       </div>
@@ -2966,18 +3060,14 @@ export function AgentPsdTemplateEditorDialog({
                       >
                         {shouldShowCompositeFallback &&
                         orderedVisiblePreviewLayers.length > 0 ? (
-                          <img
+                          <TemplatePreviewImage
                             alt={`${selectedTemplate.name} 编辑底图`}
                             className="absolute inset-0 h-full w-full object-cover"
-                            decoding="async"
-                            src={buildTemplatePreviewThumbUrl(
-                              selectedTemplate.renderBaseUrl ||
-                                selectedTemplate.previewUrl,
-                              {
-                                width: 1280,
-                                quality: 80,
-                              }
-                            )}
+                            loading="eager"
+                            preferRenderBase
+                            quality={80}
+                            template={selectedTemplate}
+                            width={1280}
                           />
                         ) : null}