diff --git a/apps/ai-game-creator-shell/src/view/project-development/index.tsx b/apps/ai-game-creator-shell/src/view/project-development/index.tsx
index cd9e26062..c95c5342d 100644
--- a/apps/ai-game-creator-shell/src/view/project-development/index.tsx
+++ b/apps/ai-game-creator-shell/src/view/project-development/index.tsx
@@ -107,6 +107,7 @@ import {
 import { ResourceBookTransitionLayer } from './ResourceBookTransitionLayer';
 import {
   DEFAULT_RESOURCE_BOOK_VIEWPORT,
+  ensureResourceBookContentVisible,
   keepResourceBookViewportAtReadableScale,
   normalizeResourceBookViewport,
   panResourceBookViewport,
@@ -118,6 +119,8 @@ import {
   createResourceCanvasCardSizeByResourceId,
   fitResourceCanvasViewportToContent,
   normalizeInfiniteResourceCanvasViewport,
+  RESOURCE_CANVAS_CARD_HEIGHT,
+  RESOURCE_CANVAS_CARD_WIDTH,
   RESOURCE_CANVAS_DRAG_THRESHOLD,
   RESOURCE_CANVAS_FIT_PADDING,
   RESOURCE_CANVAS_INITIAL_FIT_MAX_SCALE,
@@ -2549,7 +2552,7 @@ export default function ProjectDevelopmentView({
         resourcePositionsByCategory.get(category) ?? [],
         resourceCardSizeByResourceId,
       );
-      const categoryViewport = resourceCanvasFitKeysRef.current.has(
+      const fittedCategoryViewport = resourceCanvasFitKeysRef.current.has(
         categoryFitKey,
       )
         ? resourceCanvasViewportTargetsRef.current[sortMode][category]
@@ -2564,6 +2567,24 @@ export default function ProjectDevelopmentView({
             canvasSize: fitCanvasSize,
             padding: RESOURCE_CANVAS_FIT_PADDING,
           });
+      // 入场动画要落在真实卡片上；视口停在空白处时，先把最近的卡片带进画面。
+      const categoryViewport = ensureResourceBookContentVisible({
+        viewport: fittedCategoryViewport,
+        cards: (resourcePositionsByCategory.get(category) ?? []).map(
+          (position) => ({
+            x: position.x,
+            y: position.y,
+            width:
+              resourceCardSizeByResourceId.get(position.resourceId)?.width ??
+              RESOURCE_CANVAS_CARD_WIDTH,
+            height:
+              resourceCardSizeByResourceId.get(position.resourceId)?.height ??
+              RESOURCE_CANVAS_CARD_HEIGHT,
+          }),
+        ),
+        canvasSize: fitCanvasSize,
+        padding: RESOURCE_CANVAS_FIT_PADDING,
+      });
 
       // Opening a child explicitly establishes the initial viewport for this
       // sort/category pair. Mark that fit as settled so the paged-canvas
diff --git a/apps/ai-game-creator-shell/src/view/project-development/resourceBookViewport.ts b/apps/ai-game-creator-shell/src/view/project-development/resourceBookViewport.ts
index 2e9125196..e09d96910 100644
--- a/apps/ai-game-creator-shell/src/view/project-development/resourceBookViewport.ts
+++ b/apps/ai-game-creator-shell/src/view/project-development/resourceBookViewport.ts
@@ -57,6 +57,77 @@ export function normalizeResourceBookViewport(
   };
 }
 
+/**
+ * 入场/返回动画要求目标卡片落在可视区域内，否则 FLIP 找不到终点，整段动画
+ * 会退化成淡入淡出。视口若停在空白处，就把离画面中心最近的卡片平移到中心，
+ * 保持当前缩放不变，避免顺手改变用户的缩放预期。
+ */
+export function ensureResourceBookContentVisible({
+  viewport,
+  cards,
+  canvasSize,
+  padding = 16,
+}: {
+  viewport: CanvasViewport;
+  cards: readonly {
+    x: number;
+    y: number;
+    width: number;
+    height: number;
+  }[];
+  canvasSize: { width: number; height: number };
+  padding?: number;
+}): CanvasViewport {
+  const current = normalizeResourceBookViewport(viewport);
+  if (
+    cards.length === 0 ||
+    !Number.isFinite(canvasSize.width) ||
+    !Number.isFinite(canvasSize.height) ||
+    canvasSize.width <= 0 ||
+    canvasSize.height <= 0
+  ) {
+    return current;
+  }
+  const inset = Math.max(0, padding);
+  const viewportRect = {
+    left: inset,
+    top: inset,
+    right: Math.max(inset + 1, canvasSize.width - inset),
+    bottom: Math.max(inset + 1, canvasSize.height - inset),
+  };
+  const screenRects = cards.map((card) => ({
+    card,
+    left: current.x + card.x * current.scale,
+    top: current.y + card.y * current.scale,
+    width: Math.max(1, card.width * current.scale),
+    height: Math.max(1, card.height * current.scale),
+  }));
+  const intersectsViewport = (rect: (typeof screenRects)[number]) =>
+    rect.left < viewportRect.right &&
+    rect.left + rect.width > viewportRect.left &&
+    rect.top < viewportRect.bottom &&
+    rect.top + rect.height > viewportRect.top;
+  if (screenRects.some(intersectsViewport)) {
+    return current;
+  }
+  const centerX = canvasSize.width / 2;
+  const centerY = canvasSize.height / 2;
+  const nearest = screenRects.reduce((closest, candidate) => {
+    const closestDistance =
+      Math.abs(closest.left + closest.width / 2 - centerX) +
+      Math.abs(closest.top + closest.height / 2 - centerY);
+    const candidateDistance =
+      Math.abs(candidate.left + candidate.width / 2 - centerX) +
+      Math.abs(candidate.top + candidate.height / 2 - centerY);
+    return candidateDistance < closestDistance ? candidate : closest;
+  });
+  return {
+    scale: current.scale,
+    x: centerX - (nearest.card.x + nearest.card.width / 2) * current.scale,
+    y: centerY - (nearest.card.y + nearest.card.height / 2) * current.scale,
+  };
+}
+
 export function zoomResourceBookViewport(
   viewport: CanvasViewport,
   factor: number,
diff --git a/apps/ai-game-creator-shell/tests/resourceBookViewport.test.ts b/apps/ai-game-creator-shell/tests/resourceBookViewport.test.ts
index 591b30479..0a2710e23 100644
--- a/apps/ai-game-creator-shell/tests/resourceBookViewport.test.ts
+++ b/apps/ai-game-creator-shell/tests/resourceBookViewport.test.ts
@@ -1,6 +1,7 @@
 import { describe, expect, it } from 'vitest';
 
 import {
+  ensureResourceBookContentVisible,
   keepResourceBookViewportAtReadableScale,
   panResourceBookViewport,
 } from '../src/view/project-development/resourceBookViewport';
@@ -29,4 +30,41 @@ describe('resource book viewport', () => {
       ),
     ).toEqual({ x: -4_000, y: 3_000, scale: 1 });
   });
+
+  it('keeps a viewport that already shows a card', () => {
+    const viewport = { x: -40, y: -20, scale: 1 };
+    expect(
+      ensureResourceBookContentVisible({
+        viewport,
+        cards: [{ x: 100, y: 100, width: 180, height: 128 }],
+        canvasSize: { width: 900, height: 640 },
+        padding: 16,
+      }),
+    ).toEqual(viewport);
+  });
+
+  it('centers the nearest card when the viewport would show nothing', () => {
+    expect(
+      ensureResourceBookContentVisible({
+        viewport: { x: 0, y: 0, scale: 1 },
+        cards: [
+          { x: 4_000, y: 4_000, width: 180, height: 128 },
+          { x: 2_000, y: 2_000, width: 180, height: 128 },
+        ],
+        canvasSize: { width: 900, height: 640 },
+        padding: 16,
+      }),
+    ).toEqual({ x: -1_640, y: -1_744, scale: 1 });
+  });
+
+  it('leaves an empty category viewport untouched', () => {
+    const viewport = { x: 12, y: 34, scale: 1.5 };
+    expect(
+      ensureResourceBookContentVisible({
+        viewport,
+        cards: [],
+        canvasSize: { width: 900, height: 640 },
+      }),
+    ).toEqual(viewport);
+  });
 });