diff --git a/docs/project-memory/shared-memory/pitfalls.md b/docs/project-memory/shared-memory/pitfalls.md
index 9f2bf1792..6dde0dc56 100644
--- a/docs/project-memory/shared-memory/pitfalls.md
+++ b/docs/project-memory/shared-memory/pitfalls.md
@@ -79,6 +79,14 @@
 - 验证：`ImageCanvasGenerationLayerModel` 应断言动作结果 `src` 为首帧且 `mediaType="image-sequence"`；画布集成测试应出现 `画布序列帧：角色动作` 图片播放器，不应出现角色动作 `<video>`；导出测试应断言角色动作下载和画布素材导出都包含序列帧 ZIP / frames 目录。
 - 关联：`src/components/image-editor/ImageCanvasGenerationLayerModel.ts`、`src/components/image-editor/ImageCanvasWorldView.tsx`、`src/components/image-editor/ImageCanvasExportModel.ts`、`server-rs/crates/api-server/src/character_animation_assets.rs`、`docs/【编辑器】画板角色形象生成入口设计-2026-06-15.md`。
 
+## 图片画布序列帧播放不要复用普通图片淡入样式
+
+- 现象：角色动作序列帧播放时看起来像每帧之间在渐变或闪烁。
+- 原因：序列帧播放器每帧切换可低至 40ms，默认约 125ms 一帧；如果帧 `<img>` 复用普通图片的 `image-canvas-editor__layer-image--loading/--loaded`，其中 `opacity 180ms ease` 会跨过下一帧切换，形成类似交叉淡入淡出的视觉。
+- 处理：`ImageCanvasImageSequenceFrame` 只使用序列帧专属 class，帧显隐用同步 `opacity` 硬切，并显式 `transition: none`；保留“下一帧未加载时继续显示上一帧”的 readiness gate。
+- 验证：`ImageCanvasWorldView.test.tsx` 应断言序列帧 `<img>` 不带普通图片 loading/loaded class，且 style 中 `transition` 为 `none`。
+- 关联：`src/components/image-editor/ImageCanvasWorldView.tsx`、`src/index.css`、`src/components/image-editor/ImageCanvasWorldView.test.tsx`。
+
 ## Vidu 文生音频线上网关可能要求 sound 字段
 
 - 现象：画板点击 `生成游戏音效` 后，请求返回 `Failed to deserialize the JSON body into the target type: missing field sound`。
diff --git a/src/components/image-editor/ImageCanvasWorldView.test.tsx b/src/components/image-editor/ImageCanvasWorldView.test.tsx
index 74c681bfd..59eed6cb9 100644
--- a/src/components/image-editor/ImageCanvasWorldView.test.tsx
+++ b/src/components/image-editor/ImageCanvasWorldView.test.tsx
@@ -1087,6 +1087,14 @@ describe('ImageCanvasWorldView', () => {
     expect(frame.getAttribute('src')).toBe(
       'https://oss.example.com/frame01.png?signature=1',
     );
+    expect(frame.className).toBe(
+      'image-canvas-editor__layer-image-sequence-frame',
+    );
+    expect(frame.style.opacity).toBe('0');
+    expect(frame.style.transition).toBe('none');
+    fireEvent.load(frame);
+    expect(frame.style.opacity).toBe('1');
+    expect(frame.style.transition).toBe('none');
     expect(within(layerButton).getByText('1/2')).toBeTruthy();
     expect(within(layerButton).getByText('动作')).toBeTruthy();
 
diff --git a/src/components/image-editor/ImageCanvasWorldView.tsx b/src/components/image-editor/ImageCanvasWorldView.tsx
index c21917eb4..8efee1ae5 100644
--- a/src/components/image-editor/ImageCanvasWorldView.tsx
+++ b/src/components/image-editor/ImageCanvasWorldView.tsx
@@ -755,16 +755,14 @@ function ImageCanvasImageSequenceFrame({
       alt={isVisible ? `画布序列帧：${layer.title}` : ''}
       aria-hidden={isVisible ? undefined : true}
       decoding="async"
-      className={`image-canvas-editor__layer-image-sequence-frame ${
-        isVisible && isLoaded
-          ? 'image-canvas-editor__layer-image--loaded'
-          : 'image-canvas-editor__layer-image--loading'
-      }`}
+      className="image-canvas-editor__layer-image-sequence-frame"
       style={{
         inset: 0,
         opacity: isVisible && isLoaded ? 1 : 0,
         position: 'absolute',
+        transition: 'none',
         transform: mediaTransform,
+        zIndex: 1,
       }}
       onLoad={() => onFrameReady(frameKey)}
       onError={() => onFrameReady(frameKey)}