diff --git a/docs/README.md b/docs/README.md
index 9f4736622..33948359c 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -30,7 +30,7 @@ Expo React Native 移动壳和 Tauri 桌面壳的工程结构、同源 WebView 
 
 `/editor/agent` 浏览器内 AI Web 工程编辑器的静态 SPA 沙箱预览 MVP，采用“平台编辑器壳 + api-server 控制面 + 独立 runner worker + 独立预览域”四层结构；技术方案、威胁模型和验收清单见 [【技术方案】浏览器内AIWeb工程沙箱预览方案-2026-06-13.md](./technical/【技术方案】浏览器内AIWeb工程沙箱预览方案-2026-06-13.md)、[【安全模型】AIWeb工程Runner与预览隔离威胁模型-2026-06-13.md](./technical/【安全模型】AIWeb工程Runner与预览隔离威胁模型-2026-06-13.md) 和 [【测试用例】AIWeb工程静态预览MVP验收清单-2026-06-13.md](./technical/【测试用例】AIWeb工程静态预览MVP验收清单-2026-06-13.md)。P1 先用确定性 mock Agent 生成结构化 patch、真实打通项目 / 快照 / 构建 / artifact / 预览闭环，落地拆分见 [【技术方案】EditorAgentMockAgentP1落地计划-2026-06-15.md](./technical/【技术方案】EditorAgentMockAgentP1落地计划-2026-06-15.md)。
 
-`/editor/canvas` 图片画布编辑器的画布素材 ZIP 导出能力，入口放在右上角标题栏下载图标内，第一版采用前端 JSZip 打包画布中有效图层引用的上传图、生成图和修改结果，方案见 [【前端架构】图片画布素材导出方案-2026-06-15.md](./technical/【前端架构】图片画布素材导出方案-2026-06-15.md)。
+`/editor/canvas` 图片画布编辑器的画布素材 ZIP 导出能力，入口放在右上角标题栏下载图标内，采用前端 JSZip 打包画布中有效图层引用的上传图、生成图、修改结果和角色动作序列帧；动作图层右键“导出为”提供序列帧 ZIP（含前端生成的 `preview.gif`）与 Spine JSON ZIP 两个二级选项，方案见 [【前端架构】图片画布素材导出方案-2026-06-15.md](./technical/【前端架构】图片画布素材导出方案-2026-06-15.md)。
 
 图片画布生成类面板的模型泥点默认 JSON、运行时 override、后台“模型定价”页面和主站动态下发口径见 [【编辑器】模型定价配置管理方案-2026-06-22.md](./%E3%80%90%E7%BC%96%E8%BE%91%E5%99%A8%E3%80%91%E6%A8%A1%E5%9E%8B%E5%AE%9A%E4%BB%B7%E9%85%8D%E7%BD%AE%E7%AE%A1%E7%90%86%E6%96%B9%E6%A1%88-2026-06-22.md)。
 
diff --git a/docs/technical/【前端架构】图片画布素材导出方案-2026-06-15.md b/docs/technical/【前端架构】图片画布素材导出方案-2026-06-15.md
index 66a94e92b..ba0fb6d88 100644
--- a/docs/technical/【前端架构】图片画布素材导出方案-2026-06-15.md
+++ b/docs/technical/【前端架构】图片画布素材导出方案-2026-06-15.md
@@ -64,7 +64,24 @@
 └─ manifest.txt
 ```
 
-角色动作单图层导出时，直接生成独立 ZIP：
+角色动作单图层右键“导出为”展开二级菜单：
+
+- `序列帧导出（zip）` 生成普通序列帧 ZIP，保留完整 `frames/`，并由前端把成功读取的帧拼成 `preview.gif`。
+- `Spine 导出（zip）` 生成 Spine JSON ZIP，保留 `frames/`，并附带 `skeleton.json`。
+
+普通序列帧 ZIP 结构：
+
+```text
+角色动作-Sequence.zip
+├─ frames/
+│  ├─ frame-01.png
+│  └─ frame-02.png
+├─ preview.gif
+├─ metadata.json
+└─ manifest.txt
+```
+
+Spine JSON ZIP 结构：
 
 ```text
 角色动作-SpineJSON.zip
@@ -151,7 +168,8 @@ assetObjectId > objectKey > sourceAssetId > src
    - 同源或可访问 URL 使用 `fetch` 拉取 Blob。
    - 私有 generated / OSS 素材必须走同源 `/api/assets/read-bytes` 读取字节；不要在导出流程里直接 `fetch` OSS 签名 URL，避免浏览器 CORS 拦截。
    - `mediaType="image-sequence"` 逐帧读取 `imageSequenceFrames`，写入 `sequences/<编号-标题>/frames/`。
-   - `mediaType="image-sequence"` 同步写入 `skeleton.json`，供 Spine Editor 或 runtime 以 slot attachment timeline 方式播放序列帧。
+   - 画布素材 ZIP 内的 `mediaType="image-sequence"` 同步写入 `skeleton.json`，供 Spine Editor 或 runtime 以 slot attachment timeline 方式播放序列帧。
+   - 单图层普通序列帧导出写入 `preview.gif`，由前端基于成功读取的帧生成动画预览，不依赖压缩包读取时再临时播放 PNG。
    - 拉取失败时记录失败项，不中断整个导出。
 5. 使用 `JSZip` 写入 `images/`、`metadata.json` 和 `manifest.txt`。
 6. `zip.generateAsync({ type: 'blob' })` 生成文件。
@@ -176,6 +194,8 @@ assetObjectId > objectKey > sourceAssetId > src
 - 图层的锁定、翻转、分组状态写入元数据。
 - `data:image` 图片不经过网络请求即可导出。
 - URL 图片 fetch 失败时不中断其他素材导出。
+- 动作图层右键菜单把 `导出为` 作为一级入口，二级菜单提供 `序列帧导出（zip）` 和 `Spine 导出（zip）`。
+- 单图层普通序列帧 ZIP 包含 `frames/`、`preview.gif`、`metadata.json` 和 `manifest.txt`，且不包含 `skeleton.json`。
 - 序列帧导出的 `skeleton.json` 可被独立验证器解析并预览。
 
 ## Spine JSON 验证器
diff --git a/src/components/image-editor/ImageCanvasContextMenusView.test.tsx b/src/components/image-editor/ImageCanvasContextMenusView.test.tsx
index 928c676e0..3819db426 100644
--- a/src/components/image-editor/ImageCanvasContextMenusView.test.tsx
+++ b/src/components/image-editor/ImageCanvasContextMenusView.test.tsx
@@ -109,8 +109,17 @@ describe('ImageCanvasContextMenusView', () => {
     fireEvent.click(screen.getByRole('menuitem', { name: '显示' }));
     fireEvent.click(screen.getByRole('menuitem', { name: '解锁' }));
     fireEvent.click(screen.getByRole('menuitem', { name: '水平翻转' }));
-    fireEvent.click(screen.getByRole('menuitem', { name: 'Spine 导出（zip）' }));
-    fireEvent.click(screen.getByRole('menuitem', { name: '序列帧导出（zip）' }));
+    expect(
+      screen
+        .getByRole('menuitem', { name: '导出为' })
+        .getAttribute('aria-haspopup'),
+    ).toBe('menu');
+    fireEvent.click(
+      screen.getByRole('menuitem', { name: '序列帧导出（zip）' }),
+    );
+    fireEvent.click(
+      screen.getByRole('menuitem', { name: 'Spine 导出（zip）' }),
+    );
     fireEvent.click(screen.getByRole('menuitem', { name: '生成动画' }));
     fireEvent.click(screen.getByRole('menuitem', { name: '删除' }));
 
@@ -123,11 +132,11 @@ describe('ImageCanvasContextMenusView', () => {
     expect(props.onFlipContextLayers).toHaveBeenCalledWith('x');
     expect(props.onExportContextLayer).toHaveBeenNthCalledWith(
       1,
-      expect.objectContaining({ mode: 'spine-json' }),
+      expect.objectContaining({ mode: 'sequence-with-preview' }),
     );
     expect(props.onExportContextLayer).toHaveBeenNthCalledWith(
       2,
-      expect.objectContaining({ mode: 'sequence-with-preview' }),
+      expect.objectContaining({ mode: 'spine-json' }),
     );
     expect(props.onOpenCharacterAnimationPanel).toHaveBeenCalledWith(layer);
     expect(props.onCloseContextMenu).toHaveBeenCalledTimes(1);
diff --git a/src/components/image-editor/ImageCanvasContextMenusView.tsx b/src/components/image-editor/ImageCanvasContextMenusView.tsx
index 5853ccfe3..99c3c5182 100644
--- a/src/components/image-editor/ImageCanvasContextMenusView.tsx
+++ b/src/components/image-editor/ImageCanvasContextMenusView.tsx
@@ -1,4 +1,7 @@
-import { PlatformFloatingMenu, PlatformFloatingMenuItem } from '../common/PlatformFloatingMenu';
+import {
+  PlatformFloatingMenu,
+  PlatformFloatingMenuItem,
+} from '../common/PlatformFloatingMenu';
 import type {
   CanvasClipboard,
   CanvasContextMenuState,
@@ -188,7 +191,11 @@ export function ImageCanvasContextMenusView({
                 移动至底层
               </button>
               <hr />
-              <button type="button" role="menuitem" onClick={onGroupContextLayers}>
+              <button
+                type="button"
+                role="menuitem"
+                onClick={onGroupContextLayers}
+              >
                 创建组
               </button>
               <button
@@ -228,28 +235,42 @@ export function ImageCanvasContextMenusView({
                 垂直翻转
               </button>
               {isImageSequenceLayer ? (
-                <PlatformFloatingMenu
-                  label="导出为"
-                  placement="bottom-start"
-                  style={{ margin: 0 }}
-                >
-                  <PlatformFloatingMenuItem
-                    className="image-canvas-editor__context-menu-item"
-                    onClick={() =>
-                      onExportContextLayer({
-                        mode: 'sequence-with-preview',
-                      })
-                    }
+                <div className="image-canvas-editor__context-submenu">
+                  <button
+                    type="button"
+                    role="menuitem"
+                    aria-haspopup="menu"
+                    className="image-canvas-editor__context-submenu-trigger"
                   >
-                    序列帧导出（zip）
-                  </PlatformFloatingMenuItem>
-                  <PlatformFloatingMenuItem
-                    className="image-canvas-editor__context-menu-item"
-                    onClick={() => onExportContextLayer({ mode: 'spine-json' })}
+                    <span>导出为</span>
+                    <span aria-hidden="true">›</span>
+                  </button>
+                  <PlatformFloatingMenu
+                    className="image-canvas-editor__context-submenu-panel"
+                    label="动作导出选项"
+                    placement="bottom-start"
+                    style={{ margin: 0 }}
                   >
-                    Spine 导出（zip）
-                  </PlatformFloatingMenuItem>
-                </PlatformFloatingMenu>
+                    <PlatformFloatingMenuItem
+                      className="image-canvas-editor__context-menu-item"
+                      onClick={() =>
+                        onExportContextLayer({
+                          mode: 'sequence-with-preview',
+                        })
+                      }
+                    >
+                      序列帧导出（zip）
+                    </PlatformFloatingMenuItem>
+                    <PlatformFloatingMenuItem
+                      className="image-canvas-editor__context-menu-item"
+                      onClick={() =>
+                        onExportContextLayer({ mode: 'spine-json' })
+                      }
+                    >
+                      Spine 导出（zip）
+                    </PlatformFloatingMenuItem>
+                  </PlatformFloatingMenu>
+                </div>
               ) : (
                 <button
                   type="button"
diff --git a/src/components/image-editor/ImageCanvasExportModel.test.ts b/src/components/image-editor/ImageCanvasExportModel.test.ts
index ba822dc14..6a3eeeb06 100644
--- a/src/components/image-editor/ImageCanvasExportModel.test.ts
+++ b/src/components/image-editor/ImageCanvasExportModel.test.ts
@@ -2,6 +2,7 @@ import { describe, expect, it, vi } from 'vitest';
 
 import type { CanvasLayer } from './ImageCanvasEditorTypes';
 import {
+  buildAnimatedGifPreviewBytes,
   buildLayerExportMetadata,
   buildSpineImageSequenceJson,
   buildSpineImageSequenceReadme,
@@ -20,6 +21,48 @@ import {
 } from './ImageCanvasGenerationModel';
 
 describe('ImageCanvasExportModel', () => {
+  it('builds a real animated GIF preview from sequence frames', () => {
+    const gifBytes = buildAnimatedGifPreviewBytes({
+      width: 2,
+      height: 1,
+      frameDelayCentiseconds: 12,
+      frames: [
+        {
+          width: 2,
+          height: 1,
+          rgba: Uint8Array.from([255, 0, 0, 255, 0, 0, 0, 0]),
+        },
+        {
+          width: 2,
+          height: 1,
+          rgba: Uint8Array.from([0, 255, 0, 255, 0, 0, 255, 255]),
+        },
+      ],
+    });
+
+    expect(readAscii(gifBytes, 0, 6)).toBe('GIF89a');
+    expect(readAscii(gifBytes, 0, gifBytes.length)).toContain('NETSCAPE2.0');
+    expect(countGifImageDescriptors(gifBytes)).toBe(2);
+    expect(gifBytes.at(-1)).toBe(0x3b);
+  });
+
+  it('rejects GIF preview frames with mismatched dimensions', () => {
+    expect(() =>
+      buildAnimatedGifPreviewBytes({
+        width: 2,
+        height: 2,
+        frameDelayCentiseconds: 12,
+        frames: [
+          {
+            width: 1,
+            height: 2,
+            rgba: Uint8Array.from([255, 0, 0, 255, 0, 0, 255, 255]),
+          },
+        ],
+      }),
+    ).toThrow('GIF 预览帧尺寸不一致');
+  });
+
   it('normalizes export file names and dates', () => {
     expect(sanitizeExportFilePart('  角色/草图:*?  ', 'fallback')).toBe(
       '角色 草图',
@@ -72,11 +115,7 @@ describe('ImageCanvasExportModel', () => {
     expect(getImageExtensionFromTypeOrSrc('', '/image.webp?x=1')).toBe('webp');
     expect(getImageExtensionFromTypeOrSrc('', '/image.unknown')).toBe('png');
     expect(
-      getLayerAssetExtensionFromTypeOrSrc(
-        'video',
-        'video/mp4',
-        '/video.png',
-      ),
+      getLayerAssetExtensionFromTypeOrSrc('video', 'video/mp4', '/video.png'),
     ).toBe('mp4');
     expect(
       getLayerAssetExtensionFromTypeOrSrc(
@@ -106,7 +145,9 @@ describe('ImageCanvasExportModel', () => {
     expect(blob.type).toBe('text/plain');
     expect(await blob.text()).toBe('Hello');
 
-    expect(buildLayerExportMetadata(buildLayer(), 'images/001-layer.png')).toEqual({
+    expect(
+      buildLayerExportMetadata(buildLayer(), 'images/001-layer.png'),
+    ).toEqual({
       title: '导出图层',
       file: 'images/001-layer.png',
       visible: {
@@ -209,9 +250,7 @@ describe('ImageCanvasExportModel', () => {
       width: 192,
       height: 256,
     });
-    expect(
-      spineJson.animations.animation.slots.character.attachment,
-    ).toEqual([
+    expect(spineJson.animations.animation.slots.character.attachment).toEqual([
       { time: 0, name: 'animation_0001' },
       { time: 0.125, name: 'animation_0002' },
       { time: 0.25, name: 'animation_0003' },
@@ -242,7 +281,9 @@ describe('ImageCanvasExportModel', () => {
 
       expect(blob.type).toBe('video/mp4');
       expect(fetchMock).toHaveBeenCalledWith(
-        expect.stringContaining('/api/assets/read-bytes?objectKey=generated%2Fvideo.mp4'),
+        expect.stringContaining(
+          '/api/assets/read-bytes?objectKey=generated%2Fvideo.mp4',
+        ),
         expect.any(Object),
       );
       expect(fetchMock).not.toHaveBeenCalledWith(
@@ -300,6 +341,62 @@ describe('ImageCanvasExportModel', () => {
   });
 });
 
+function readAscii(bytes: Uint8Array, start: number, end: number) {
+  return Array.from(bytes.slice(start, end), (byte) =>
+    String.fromCharCode(byte),
+  ).join('');
+}
+
+function skipGifDataSubBlocks(bytes: Uint8Array, offset: number) {
+  let cursor = offset;
+  while (cursor < bytes.length) {
+    const blockLength = bytes[cursor] ?? 0;
+    cursor += 1;
+    if (blockLength === 0) {
+      return cursor;
+    }
+    cursor += blockLength;
+  }
+  return cursor;
+}
+
+function countGifImageDescriptors(bytes: Uint8Array) {
+  let cursor = 13 + 256 * 3;
+  let count = 0;
+  while (cursor < bytes.length) {
+    const blockType = bytes[cursor];
+    if (blockType === 0x3b) {
+      return count;
+    }
+    if (blockType === 0x21) {
+      const label = bytes[cursor + 1];
+      if (label === 0xf9) {
+        const blockLength = bytes[cursor + 2] ?? 0;
+        cursor += 3 + blockLength + 1;
+        continue;
+      }
+      cursor = skipGifDataSubBlocks(
+        bytes,
+        cursor + 3 + (bytes[cursor + 2] ?? 0),
+      );
+      continue;
+    }
+    if (blockType === 0x2c) {
+      count += 1;
+      const packed = bytes[cursor + 9] ?? 0;
+      cursor += 10;
+      if (packed & 0x80) {
+        cursor += 3 * 2 ** ((packed & 0x07) + 1);
+      }
+      cursor += 1;
+      cursor = skipGifDataSubBlocks(bytes, cursor);
+      continue;
+    }
+    throw new Error(`Unknown GIF block: ${blockType}`);
+  }
+  return count;
+}
+
 function buildLayer(overrides: Partial<CanvasLayer> = {}): CanvasLayer {
   return {
     id: 'layer-1',
diff --git a/src/components/image-editor/ImageCanvasExportModel.ts b/src/components/image-editor/ImageCanvasExportModel.ts
index a4aaab76d..3c064986d 100644
--- a/src/components/image-editor/ImageCanvasExportModel.ts
+++ b/src/components/image-editor/ImageCanvasExportModel.ts
@@ -1,6 +1,4 @@
-import {
-  readAssetBytes,
-} from '../../services/assetReadUrlService';
+import { readAssetBytes } from '../../services/assetReadUrlService';
 import type {
   CanvasAssetExportMetadata,
   CanvasGenerationInputField,
@@ -219,6 +217,181 @@ export type ExportedImageSequenceFrame = {
   height: number;
 };
 
+export type AnimatedGifPreviewFrame = {
+  width: number;
+  height: number;
+  rgba: Uint8Array | Uint8ClampedArray;
+};
+
+const GIF_PREVIEW_COLOR_TABLE_SIZE = 256;
+const GIF_PREVIEW_TRANSPARENT_INDEX = 0;
+const GIF_PREVIEW_COLOR_COUNT = 252;
+const GIF_PREVIEW_LZW_MIN_CODE_SIZE = 8;
+
+function pushAscii(bytes: number[], value: string) {
+  for (let index = 0; index < value.length; index += 1) {
+    bytes.push(value.charCodeAt(index) & 0xff);
+  }
+}
+
+function pushUint16Le(bytes: number[], value: number) {
+  bytes.push(value & 0xff, (value >> 8) & 0xff);
+}
+
+function pushByteArray(bytes: number[], value: Uint8Array) {
+  for (const byte of value) {
+    bytes.push(byte);
+  }
+}
+
+function buildGifPreviewPalette() {
+  const palette = new Uint8Array(GIF_PREVIEW_COLOR_TABLE_SIZE * 3);
+  let index = 1;
+  for (let red = 0; red < 6; red += 1) {
+    for (let green = 0; green < 7; green += 1) {
+      for (let blue = 0; blue < 6; blue += 1) {
+        palette[index * 3] = Math.round((red * 255) / 5);
+        palette[index * 3 + 1] = Math.round((green * 255) / 6);
+        palette[index * 3 + 2] = Math.round((blue * 255) / 5);
+        index += 1;
+      }
+    }
+  }
+  return palette;
+}
+
+function quantizeGifPreviewColor(red: number, green: number, blue: number) {
+  const redIndex = Math.round((red * 5) / 255);
+  const greenIndex = Math.round((green * 6) / 255);
+  const blueIndex = Math.round((blue * 5) / 255);
+  return Math.min(
+    GIF_PREVIEW_COLOR_COUNT,
+    1 + (redIndex * 7 + greenIndex) * 6 + blueIndex,
+  );
+}
+
+function mapRgbaToGifPreviewIndices(frame: AnimatedGifPreviewFrame) {
+  const pixelCount = frame.width * frame.height;
+  if (frame.rgba.length < pixelCount * 4) {
+    throw new Error('GIF 预览帧像素数据不足');
+  }
+  const indices = new Uint8Array(pixelCount);
+  for (let pixelIndex = 0; pixelIndex < pixelCount; pixelIndex += 1) {
+    const rgbaIndex = pixelIndex * 4;
+    const alpha = frame.rgba[rgbaIndex + 3] ?? 255;
+    indices[pixelIndex] =
+      alpha < 128
+        ? GIF_PREVIEW_TRANSPARENT_INDEX
+        : quantizeGifPreviewColor(
+            frame.rgba[rgbaIndex] ?? 0,
+            frame.rgba[rgbaIndex + 1] ?? 0,
+            frame.rgba[rgbaIndex + 2] ?? 0,
+          );
+  }
+  return indices;
+}
+
+function encodeGifLzwData(indices: Uint8Array) {
+  const clearCode = 1 << GIF_PREVIEW_LZW_MIN_CODE_SIZE;
+  const endCode = clearCode + 1;
+  const codeSize = GIF_PREVIEW_LZW_MIN_CODE_SIZE + 1;
+  const bytes: number[] = [];
+  let bitBuffer = 0;
+  let bitLength = 0;
+
+  function writeCode(code: number) {
+    bitBuffer |= code << bitLength;
+    bitLength += codeSize;
+    while (bitLength >= 8) {
+      bytes.push(bitBuffer & 0xff);
+      bitBuffer >>= 8;
+      bitLength -= 8;
+    }
+  }
+
+  writeCode(clearCode);
+  let codesSinceClear = 0;
+  for (const index of indices) {
+    if (codesSinceClear >= 250) {
+      writeCode(clearCode);
+      codesSinceClear = 0;
+    }
+    writeCode(index);
+    codesSinceClear += 1;
+  }
+  writeCode(endCode);
+  if (bitLength > 0) {
+    bytes.push(bitBuffer & 0xff);
+  }
+
+  return Uint8Array.from(bytes);
+}
+
+function pushGifDataSubBlocks(bytes: number[], data: Uint8Array) {
+  bytes.push(GIF_PREVIEW_LZW_MIN_CODE_SIZE);
+  for (let offset = 0; offset < data.length; offset += 255) {
+    const chunk = data.slice(offset, offset + 255);
+    bytes.push(chunk.length);
+    pushByteArray(bytes, chunk);
+  }
+  bytes.push(0);
+}
+
+export function buildAnimatedGifPreviewBytes({
+  width,
+  height,
+  frames,
+  frameDelayCentiseconds,
+}: {
+  width: number;
+  height: number;
+  frames: AnimatedGifPreviewFrame[];
+  frameDelayCentiseconds: number;
+}) {
+  const gifWidth = Math.max(1, Math.round(width));
+  const gifHeight = Math.max(1, Math.round(height));
+  if (!frames.length) {
+    throw new Error('GIF 预览帧为空');
+  }
+  const delay = Math.max(
+    1,
+    Math.min(65_535, Math.round(frameDelayCentiseconds)),
+  );
+  const bytes: number[] = [];
+
+  pushAscii(bytes, 'GIF89a');
+  pushUint16Le(bytes, gifWidth);
+  pushUint16Le(bytes, gifHeight);
+  bytes.push(0xf7, 0, 0);
+  pushByteArray(bytes, buildGifPreviewPalette());
+
+  bytes.push(0x21, 0xff, 0x0b);
+  pushAscii(bytes, 'NETSCAPE2.0');
+  bytes.push(0x03, 0x01, 0x00, 0x00, 0x00);
+
+  for (const frame of frames) {
+    if (frame.width !== gifWidth || frame.height !== gifHeight) {
+      throw new Error('GIF 预览帧尺寸不一致');
+    }
+    bytes.push(0x21, 0xf9, 0x04, 0x09);
+    pushUint16Le(bytes, delay);
+    bytes.push(GIF_PREVIEW_TRANSPARENT_INDEX, 0);
+    bytes.push(0x2c);
+    pushUint16Le(bytes, 0);
+    pushUint16Le(bytes, 0);
+    pushUint16Le(bytes, gifWidth);
+    pushUint16Le(bytes, gifHeight);
+    bytes.push(0);
+    pushGifDataSubBlocks(
+      bytes,
+      encodeGifLzwData(mapRgbaToGifPreviewIndices(frame)),
+    );
+  }
+
+  bytes.push(0x3b);
+  return Uint8Array.from(bytes);
+}
+
 const DEFAULT_SPINE_VERSION = '4.2.00';
 const SPINE_SEQUENCE_BONE_NAME = 'root';
 const SPINE_SEQUENCE_SLOT_NAME = 'character';
diff --git a/src/components/image-editor/useImageCanvasAssetExportWorkflow.test.tsx b/src/components/image-editor/useImageCanvasAssetExportWorkflow.test.tsx
index 6b7a421b5..3fa2ee919 100644
--- a/src/components/image-editor/useImageCanvasAssetExportWorkflow.test.tsx
+++ b/src/components/image-editor/useImageCanvasAssetExportWorkflow.test.tsx
@@ -36,6 +36,12 @@ async function readZipText(zip: JSZip, path: string) {
   return file.async('text');
 }
 
+function readAscii(bytes: Uint8Array, start: number, end: number) {
+  return Array.from(bytes.slice(start, end), (byte) =>
+    String.fromCharCode(byte),
+  ).join('');
+}
+
 function ExportWorkflowHarness({ layers }: { layers: CanvasLayer[] }) {
   const workflow = useImageCanvasAssetExportWorkflow({
     layers,
@@ -535,6 +541,25 @@ describe('useImageCanvasAssetExportWorkflow', () => {
   });
 
   it('downloads character animation layers as sequence zip with gif preview', async () => {
+    Object.defineProperty(globalThis, 'createImageBitmap', {
+      configurable: true,
+      value: vi.fn(async () => ({ width: 1024, height: 1024 })),
+    });
+    vi.spyOn(HTMLCanvasElement.prototype, 'getContext').mockReturnValue({
+      clearRect: vi.fn(),
+      drawImage: vi.fn(),
+      getImageData: vi.fn(
+        (_x: number, _y: number, width: number, height: number) => {
+          const data = new Uint8ClampedArray(width * height * 4);
+          for (let index = 0; index < data.length; index += 4) {
+            data[index] = 255;
+            data[index + 3] = 255;
+          }
+          return { data };
+        },
+      ),
+    } as unknown as CanvasRenderingContext2D);
+
     let exportedBlob: Blob | null = null;
     let downloadName = '';
     Object.defineProperty(URL, 'createObjectURL', {
@@ -583,9 +608,7 @@ describe('useImageCanvasAssetExportWorkflow', () => {
         />,
       );
 
-      fireEvent.click(
-        screen.getByRole('button', { name: '导出序列帧zip' }),
-      );
+      fireEvent.click(screen.getByRole('button', { name: '导出序列帧zip' }));
 
       await waitFor(() => {
         expect(exportedBlob).toBeTruthy();
@@ -594,12 +617,20 @@ describe('useImageCanvasAssetExportWorkflow', () => {
       const zip = await JSZip.loadAsync(exportedBlob!);
       expect(zip.file('frames/frame-01.png')).toBeTruthy();
       expect(zip.file('frames/frame-02.png')).toBeTruthy();
-      expect(zip.file('preview.gif')).toBeTruthy();
+      const previewGif = await zip.file('preview.gif')!.async('uint8array');
+      expect(readAscii(previewGif, 0, 6)).toBe('GIF89a');
+      expect(readAscii(previewGif, 0, previewGif.length)).toContain(
+        'NETSCAPE2.0',
+      );
       expect(await readZipText(zip, 'manifest.txt')).toContain('类型：序列帧');
-      expect(await readZipText(zip, 'metadata.json')).toContain('"frameCount": 2');
+      expect(await readZipText(zip, 'metadata.json')).toContain(
+        '"frameCount": 2',
+      );
       expect(zip.file('skeleton.json')).toBeNull();
       expect(zip.file('README.md')).toBeNull();
     } finally {
+      delete (globalThis as unknown as { createImageBitmap?: unknown })
+        .createImageBitmap;
       delete (URL as unknown as { createObjectURL?: unknown }).createObjectURL;
       delete (URL as unknown as { revokeObjectURL?: unknown }).revokeObjectURL;
     }
diff --git a/src/components/image-editor/useImageCanvasAssetExportWorkflow.ts b/src/components/image-editor/useImageCanvasAssetExportWorkflow.ts
index 9a501ba64..0e6245e4b 100644
--- a/src/components/image-editor/useImageCanvasAssetExportWorkflow.ts
+++ b/src/components/image-editor/useImageCanvasAssetExportWorkflow.ts
@@ -7,6 +7,7 @@ import type {
   CanvasLayer,
 } from './ImageCanvasEditorTypes';
 import {
+  buildAnimatedGifPreviewBytes,
   blobToUint8Array,
   buildLayerExportMetadata,
   buildLayerVisibleExportMetadata,
@@ -36,6 +37,8 @@ type UseImageCanvasAssetExportWorkflowOptions = {
   projectTitle: string;
 };
 
+const GIF_PREVIEW_MAX_EDGE = 320;
+
 function triggerBrowserDownload(blob: Blob, downloadName: string) {
   if (
     typeof URL.createObjectURL !== 'function' ||
@@ -60,40 +63,84 @@ function createFallbackPreviewBlob(frameBlob: Blob) {
     : new Blob([], { type: 'image/gif' });
 }
 
-async function buildAnimatedSequencePreview(frameBlob: Blob, size: { width: number; height: number }) {
-  if (!frameBlob.size) {
-    return createFallbackPreviewBlob(frameBlob);
+function resolveGifPreviewSize(width: number, height: number) {
+  const safeWidth = Math.max(1, Math.round(width));
+  const safeHeight = Math.max(1, Math.round(height));
+  const scale = Math.min(
+    1,
+    GIF_PREVIEW_MAX_EDGE / Math.max(safeWidth, safeHeight),
+  );
+  return {
+    width: Math.max(1, Math.round(safeWidth * scale)),
+    height: Math.max(1, Math.round(safeHeight * scale)),
+  };
+}
+
+async function buildAnimatedSequencePreview(
+  frameBlobs: Blob[],
+  size: { width: number; height: number },
+  durationSeconds: number | null | undefined,
+) {
+  const firstFrameBlob = frameBlobs[0];
+  if (!firstFrameBlob?.size) {
+    return createFallbackPreviewBlob(firstFrameBlob ?? new Blob());
   }
 
   try {
     if (typeof createImageBitmap === 'undefined') {
-      return createFallbackPreviewBlob(frameBlob);
+      return createFallbackPreviewBlob(firstFrameBlob);
     }
-    const frameImage = await createImageBitmap(frameBlob);
+    const firstFrameImage = await createImageBitmap(firstFrameBlob);
     const canvas = document.createElement('canvas');
-    canvas.width = size.width || frameImage.width;
-    canvas.height = size.height || frameImage.height;
+    canvas.width = size.width || firstFrameImage.width;
+    canvas.height = size.height || firstFrameImage.height;
     const context = canvas.getContext('2d');
     if (!context) {
-      return createFallbackPreviewBlob(frameBlob);
+      return createFallbackPreviewBlob(firstFrameBlob);
     }
 
-    const width = Math.max(1, size.width || frameImage.width);
-    const height = Math.max(1, size.height || frameImage.height);
+    const { width, height } = resolveGifPreviewSize(
+      size.width || firstFrameImage.width,
+      size.height || firstFrameImage.height,
+    );
     canvas.width = width;
     canvas.height = height;
-    context.drawImage(frameImage, 0, 0, width, height);
 
-    return await new Promise<Blob>((resolve) => {
-      canvas.toBlob(
-        (blob) => {
-          resolve(blob ?? createFallbackPreviewBlob(frameBlob));
-        },
-        'image/gif',
-      );
-    });
+    const previewFrames = [];
+    for (const frameBlob of frameBlobs) {
+      const frameImage =
+        frameBlob === firstFrameBlob
+          ? firstFrameImage
+          : await createImageBitmap(frameBlob);
+      context.clearRect(0, 0, width, height);
+      context.drawImage(frameImage, 0, 0, width, height);
+      previewFrames.push({
+        width,
+        height,
+        rgba: context.getImageData(0, 0, width, height).data,
+      });
+    }
+
+    const duration =
+      typeof durationSeconds === 'number' && durationSeconds > 0
+        ? durationSeconds
+        : frameBlobs.length;
+    const delayCentiseconds = (duration / Math.max(1, frameBlobs.length)) * 100;
+    return new Blob(
+      [
+        buildAnimatedGifPreviewBytes({
+          width,
+          height,
+          frames: previewFrames,
+          frameDelayCentiseconds: delayCentiseconds,
+        }),
+      ],
+      {
+        type: 'image/gif',
+      },
+    );
   } catch {
-    return createFallbackPreviewBlob(frameBlob);
+    return createFallbackPreviewBlob(firstFrameBlob);
   }
 }
 
@@ -113,14 +160,12 @@ async function buildImageSequenceZip(
   }> = [];
   const exportedFrames: ExportedImageSequenceFrame[] = [];
   let successCount = 0;
-  let firstFrameBlob: Blob | null = null;
+  const frameBlobs: Blob[] = [];
 
   for (const [index, frame] of frames.entries()) {
     try {
       const blob = await readLayerImageSequenceFrameBlob(layer, frame);
-      if (!firstFrameBlob) {
-        firstFrameBlob = blob;
-      }
+      frameBlobs.push(blob);
       const fileName = getImageSequenceFrameFileName(frame, index, blob.type);
       framesFolder.file(fileName, await blobToUint8Array(blob));
       exportedFrames.push({
@@ -151,15 +196,20 @@ async function buildImageSequenceZip(
   ].filter(Boolean);
 
   if (mode === 'sequence-with-preview') {
-    if (firstFrameBlob) {
-      const previewBlob = await buildAnimatedSequencePreview(firstFrameBlob, {
-        width: layer.width,
-        height: layer.height,
-      });
+    if (frameBlobs.length) {
+      const previewBlob = await buildAnimatedSequencePreview(
+        frameBlobs,
+        {
+          width: layer.width,
+          height: layer.height,
+        },
+        layer.durationSeconds,
+      );
       zip.file('preview.gif', await blobToUint8Array(previewBlob));
     }
 
-    zip.file('metadata.json',
+    zip.file(
+      'metadata.json',
       JSON.stringify(
         {
           title: layer.title,
diff --git a/src/components/project/ProjectCanvasCover.test.ts b/src/components/project/ProjectCanvasCover.test.ts
index d12d2221f..fe5010e0a 100644
--- a/src/components/project/ProjectCanvasCover.test.ts
+++ b/src/components/project/ProjectCanvasCover.test.ts
@@ -78,4 +78,43 @@ describe('resolveProjectCoverSnapshotResource', () => {
 
     expect(cover).toBeNull();
   });
+
+  it('supports legacy editor object asset kind identifier', () => {
+    const cover = resolveProjectCoverSnapshotResource(
+      project([
+        {
+          resourceId: 'resource-legacy-cover',
+          projectId: 'editor-project-cover',
+          imageSrc: '',
+          objectKey:
+            'generated-character-drafts/editor/project-covers/editor-project-cover/1771400000200/cover.png',
+          width: 320,
+          height: 240,
+          sourceType: 'uploaded',
+          assetKind: 'editor_project_cover_snapshot',
+        },
+      ]),
+    );
+
+    expect(cover?.resourceId).toBe('resource-legacy-cover');
+  });
+
+  it('supports legacy snake-case project cover resource payload', () => {
+    const cover = resolveProjectCoverSnapshotResource(
+      project([
+        {
+          resourceId: 'resource-snake-cover',
+          projectId: 'editor-project-cover',
+          imageSrc: '',
+          width: 320,
+          height: 240,
+          sourceType: 'uploaded',
+          asset_kind: 'project-cover-snapshot',
+          src: '/generated-character-drafts/editor/project-covers/editor-project-cover/1771400000300/cover.png',
+        } as EditorProjectSnapshot['resources'][number],
+      ]),
+    );
+
+    expect(cover?.resourceId).toBe('resource-snake-cover');
+  });
 });
diff --git a/src/components/project/ProjectCanvasCover.tsx b/src/components/project/ProjectCanvasCover.tsx
index f6b656eb2..acb9bc738 100644
--- a/src/components/project/ProjectCanvasCover.tsx
+++ b/src/components/project/ProjectCanvasCover.tsx
@@ -4,14 +4,47 @@ import type {
 } from '../../services/image-editor/editorProjectClient';
 import { PROJECT_COVER_SNAPSHOT_ASSET_KIND } from '../image-editor/ImageCanvasProjectCoverSnapshotModel';
 
-function hasProjectCoverSnapshotSource(resource: EditorProjectResourceSnapshot) {
-  return Boolean(resource.objectKey?.trim() || resource.imageSrc.trim());
+const PROJECT_COVER_SNAPSHOT_ASSET_KIND_LEGACY =
+  'editor_project_cover_snapshot';
+
+type ProjectResourceSnakeKind = {
+  asset_kind?: string | null;
+  src?: string | null;
+};
+
+function readProjectCoverSnapshotKind(resource: EditorProjectResourceSnapshot) {
+  const legacyResource = resource as ProjectResourceSnakeKind;
+  return (
+    resource.assetKind?.trim() ||
+    legacyResource.asset_kind?.trim() ||
+    ''
+  ).trim();
+}
+
+function readProjectCoverSnapshotImageSrc(
+  resource: EditorProjectResourceSnapshot,
+) {
+  const legacyResource = resource as ProjectResourceSnakeKind;
+  return (
+    (typeof resource.imageSrc === 'string' ? resource.imageSrc.trim() : '') ||
+    (typeof legacyResource.src === 'string' ? legacyResource.src.trim() : '')
+  );
+}
+
+function hasProjectCoverSnapshotSource(
+  resource: EditorProjectResourceSnapshot,
+) {
+  const resourceObjectKey = resource.objectKey?.trim() || '';
+  const resourceImageSrc = readProjectCoverSnapshotImageSrc(resource);
+  return Boolean(resourceObjectKey || resourceImageSrc);
 }
 
 function projectCoverSnapshotObjectTimestamp(
   resource: EditorProjectResourceSnapshot,
 ) {
-  const snapshotPath = resource.objectKey?.trim() || resource.imageSrc.trim();
+  const objectKey = resource.objectKey?.trim() || '';
+  const imageSrc = readProjectCoverSnapshotImageSrc(resource);
+  const snapshotPath = objectKey || imageSrc;
   const timestampSegment = snapshotPath.match(
     /\/project-covers\/[^/]+\/(\d{10,})\//u,
   )?.[1];
@@ -19,7 +52,9 @@ function projectCoverSnapshotObjectTimestamp(
   return Number.isFinite(timestampMs) ? timestampMs : 0;
 }
 
-function projectCoverSnapshotSortScore(resource: EditorProjectResourceSnapshot) {
+function projectCoverSnapshotSortScore(
+  resource: EditorProjectResourceSnapshot,
+) {
   const objectTimestamp = projectCoverSnapshotObjectTimestamp(resource);
   if (objectTimestamp > 0) {
     return objectTimestamp;
@@ -32,16 +67,21 @@ function projectCoverSnapshotSortScore(resource: EditorProjectResourceSnapshot)
 export function resolveProjectCoverSnapshotResource(
   project: EditorProjectSnapshot,
 ) {
-  return [...project.resources]
-    .filter(
-      (resource) =>
-        resource.assetKind === PROJECT_COVER_SNAPSHOT_ASSET_KIND &&
-        hasProjectCoverSnapshotSource(resource),
-    )
-    .sort((left, right) => {
-      const byUpdatedAt =
-        projectCoverSnapshotSortScore(right) -
-        projectCoverSnapshotSortScore(left);
-      return byUpdatedAt || right.resourceId.localeCompare(left.resourceId);
-    })[0] ?? null;
+  return (
+    [...project.resources]
+      .filter(
+        (resource) =>
+          [
+            PROJECT_COVER_SNAPSHOT_ASSET_KIND,
+            PROJECT_COVER_SNAPSHOT_ASSET_KIND_LEGACY,
+          ].includes(readProjectCoverSnapshotKind(resource)) &&
+          hasProjectCoverSnapshotSource(resource),
+      )
+      .sort((left, right) => {
+        const byUpdatedAt =
+          projectCoverSnapshotSortScore(right) -
+          projectCoverSnapshotSortScore(left);
+        return byUpdatedAt || right.resourceId.localeCompare(left.resourceId);
+      })[0] ?? null
+  );
 }
diff --git a/src/index.css b/src/index.css
index 7cef72c05..af2729776 100644
--- a/src/index.css
+++ b/src/index.css
@@ -7743,6 +7743,51 @@ button.image-canvas-editor__reference-chip:disabled {
   color: #a3acba;
 }
 
+.image-canvas-editor__context-submenu {
+  position: relative;
+}
+
+.image-canvas-editor__context-submenu-trigger {
+  justify-content: space-between !important;
+  gap: 0.85rem;
+}
+
+.image-canvas-editor__context-submenu-panel {
+  top: -0.32rem;
+  left: calc(100% + 0.42rem);
+  width: max-content;
+  min-width: 9.5rem;
+  overflow: visible;
+  padding: 0.32rem;
+  opacity: 0;
+  pointer-events: none;
+  transform: translateX(-0.12rem);
+  transition:
+    opacity 120ms ease,
+    transform 120ms ease,
+    visibility 120ms linear;
+  visibility: hidden;
+}
+
+.image-canvas-editor__context-submenu:hover
+  .image-canvas-editor__context-submenu-panel,
+.image-canvas-editor__context-submenu:focus-within
+  .image-canvas-editor__context-submenu-panel {
+  opacity: 1;
+  pointer-events: auto;
+  transform: translateX(0);
+  visibility: visible;
+}
+
+.image-canvas-editor__context-submenu-panel::before {
+  position: absolute;
+  top: 0;
+  bottom: 0;
+  left: -0.55rem;
+  width: 0.55rem;
+  content: '';
+}
+
 .image-canvas-editor__asset-context-menu {
   z-index: 42;
 }