diff --git a/apps/stories/management/__init__.py b/apps/stories/management/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/stories/management/commands/__init__.py b/apps/stories/management/commands/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apps/stories/management/commands/generate_default_covers.py b/apps/stories/management/commands/generate_default_covers.py
new file mode 100644
index 0000000..ad7c64d
--- /dev/null
+++ b/apps/stories/management/commands/generate_default_covers.py
@@ -0,0 +1,116 @@
+"""
+用新的 LLM 提炼逻辑重新生成默认故事封面并上传到 OSS。
+
+使用方法:
+    python manage.py generate_default_covers
+    python manage.py generate_default_covers --dry-run   # 仅打印提炼到的描述，不生成图片
+"""
+import uuid
+import logging
+
+import requests
+from django.conf import settings
+from django.core.management.base import BaseCommand
+
+from apps.stories.utils import DEFAULT_STORIES
+from apps.stories.services.llm_service import _extract_image_description
+
+logger = logging.getLogger(__name__)
+
+# 每个默认故事对应的 OSS key（与 utils.py 中的 cover_url 一致）
+DEFAULT_COVER_KEYS = {
+    "失控的魔法扫帚": "stories/defaults/失控的魔法扫帚_cover.png",
+}
+
+
+class Command(BaseCommand):
+    help = "用 LLM 提炼故事画面描述后调用 Seedream 4.5 重新生成默认故事封面"
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--dry-run",
+            action="store_true",
+            help="仅打印 LLM 提炼的画面描述，不实际生成图片",
+        )
+
+    def handle(self, *args, **options):
+        dry_run = options["dry_run"]
+        config = settings.LLM_CONFIG
+
+        if not config.get("API_KEY"):
+            self.stderr.write(self.style.ERROR("VOLCENGINE_API_KEY 未配置"))
+            return
+
+        try:
+            from volcenginesdkarkruntime import Ark
+        except ImportError:
+            self.stderr.write(self.style.ERROR("volcengine SDK 未安装"))
+            return
+
+        try:
+            from utils.oss import get_oss_client
+            import oss2
+        except ImportError:
+            self.stderr.write(self.style.ERROR("oss2 未安装"))
+            return
+
+        client = Ark(api_key=config["API_KEY"])
+        image_model = config.get("IMAGE_MODEL_NAME", "doubao-seedream-4-5-251128")
+        image_size = config.get("IMAGE_SIZE", "2560x1440")
+        oss_config = settings.ALIYUN_OSS
+        oss_base = f"https://{oss_config['BUCKET_NAME']}.{oss_config['ENDPOINT']}"
+
+        for story in DEFAULT_STORIES:
+            title = story["title"]
+            content = story["content"]
+            oss_key = DEFAULT_COVER_KEYS.get(title)
+
+            if not oss_key:
+                self.stdout.write(self.style.WARNING(f"[{title}] 未找到对应 OSS key，跳过"))
+                continue
+
+            self.stdout.write(f"\n[{title}]")
+
+            # Step 1: LLM 提炼画面描述
+            self.stdout.write("  正在用 LLM 提炼画面描述...")
+            scene_desc = _extract_image_description(
+                title, content, client, config["MODEL_NAME"]
+            )
+            self.stdout.write(self.style.SUCCESS(f"  画面描述（{len(scene_desc)} 字）：{scene_desc}"))
+
+            if dry_run:
+                self.stdout.write(self.style.NOTICE("  [dry-run] 跳过图片生成"))
+                continue
+
+            # Step 2: 文生图
+            image_prompt = (
+                f"儿童绘本封面插画，{scene_desc}，卡通可爱风格，色彩明亮鲜艳，高质量插画"
+            )
+            self.stdout.write(f"  正在生成封面图（{image_size}）...")
+            result = client.images.generate(
+                model=image_model,
+                prompt=image_prompt,
+                size=image_size,
+                response_format="url",
+                watermark=False,
+            )
+            image_url = result.data[0].url
+            self.stdout.write(f"  临时图片 URL: {image_url[:80]}...")
+
+            # Step 3: 下载图片
+            self.stdout.write("  正在下载图片...")
+            resp = requests.get(image_url, timeout=60)
+            resp.raise_for_status()
+
+            # Step 4: 覆盖上传到 OSS
+            self.stdout.write(f"  正在上传到 OSS: {oss_key}")
+            oss_client = get_oss_client()
+            oss_client.bucket.put_object(
+                oss_key,
+                resp.content,
+                headers={"Content-Type": "image/jpeg"},
+            )
+            final_url = f"{oss_base}/{oss_key}"
+            self.stdout.write(self.style.SUCCESS(f"  ✓ 封面已更新: {final_url}"))
+
+        self.stdout.write(self.style.SUCCESS("\n完成。"))
diff --git a/apps/stories/management/commands/upload_default_story_media.py b/apps/stories/management/commands/upload_default_story_media.py
new file mode 100644
index 0000000..d7497f1
--- /dev/null
+++ b/apps/stories/management/commands/upload_default_story_media.py
@@ -0,0 +1,106 @@
+"""
+上传默认故事媒体资源到 OSS
+
+使用方法:
+    python manage.py upload_default_story_media
+    python manage.py upload_default_story_media --dry-run   # 仅检查，不上传
+
+上传内容:
+    - 视频: rtc_prd/动态绘本/失控的魔法扫帚.mp4  →  stories/defaults/失控的魔法扫帚.mp4
+    - 封面: rtc_prd/故事书封面图/卡皮巴拉的奇幻漂流.png  →  stories/defaults/失控的魔法扫帚_cover.png
+"""
+import os
+
+from django.conf import settings
+from django.core.management.base import BaseCommand
+
+try:
+    import oss2
+    OSS_AVAILABLE = True
+except ImportError:
+    OSS_AVAILABLE = False
+
+# 上传目标 OSS key（固定路径，与 utils.py 中的 URL 对应）
+_PRD_ROOT = os.path.expanduser("~/Desktop/zyc/qiyuan_gitea/rtc_prd")
+
+UPLOAD_ITEMS = [
+    {
+        "desc": "绘本视频",
+        "local": os.path.join(_PRD_ROOT, "动态绘本/失控的魔法扫帚.mp4"),
+        "oss_key": "stories/defaults/失控的魔法扫帚.mp4",
+        "content_type": "video/mp4",
+    },
+    {
+        "desc": "故事封面",
+        "local": os.path.join(_PRD_ROOT, "故事书封面图/卡皮巴拉的奇幻漂流.png"),
+        "oss_key": "stories/defaults/失控的魔法扫帚_cover.png",
+        "content_type": "image/png",
+    },
+]
+
+
+class Command(BaseCommand):
+    help = "上传默认故事的视频和封面到 OSS"
+
+    def add_arguments(self, parser):
+        parser.add_argument(
+            "--dry-run",
+            action="store_true",
+            help="仅打印计划，不实际上传",
+        )
+
+    def handle(self, *args, **options):
+        dry_run = options["dry_run"]
+
+        if not OSS_AVAILABLE:
+            self.stderr.write(self.style.ERROR("oss2 未安装，请先 pip install oss2"))
+            return
+
+        oss_config = settings.ALIYUN_OSS
+        if not oss_config.get("ACCESS_KEY_ID"):
+            self.stderr.write(self.style.ERROR("OSS 未配置，请检查 .env 中的 ALIYUN_OSS 设置"))
+            return
+
+        auth = oss2.Auth(oss_config["ACCESS_KEY_ID"], oss_config["ACCESS_KEY_SECRET"])
+        bucket = oss2.Bucket(auth, oss_config["ENDPOINT"], oss_config["BUCKET_NAME"])
+        oss_base = f"https://{oss_config['BUCKET_NAME']}.{oss_config['ENDPOINT']}"
+
+        for item in UPLOAD_ITEMS:
+            local_path = os.path.normpath(item["local"])
+            oss_key = item["oss_key"]
+            target_url = f"{oss_base}/{oss_key}"
+
+            self.stdout.write(f"\n[{item['desc']}]")
+            self.stdout.write(f"  本地文件: {local_path}")
+            self.stdout.write(f"  OSS 目标: {oss_key}")
+            self.stdout.write(f"  访问 URL: {target_url}")
+
+            if not os.path.isfile(local_path):
+                self.stderr.write(self.style.WARNING(f"  ⚠ 本地文件不存在，跳过"))
+                continue
+
+            file_size = os.path.getsize(local_path)
+            self.stdout.write(f"  文件大小: {file_size / 1024 / 1024:.1f} MB")
+
+            # 检查 OSS 是否已存在
+            try:
+                bucket.get_object_meta(oss_key)
+                self.stdout.write(self.style.WARNING("  ✓ OSS 已存在，跳过上传"))
+                continue
+            except oss2.exceptions.NoSuchKey:
+                pass  # 不存在，需要上传
+
+            if dry_run:
+                self.stdout.write(self.style.NOTICE("  [dry-run] 将会上传此文件"))
+                continue
+
+            self.stdout.write("  上传中...")
+            with open(local_path, "rb") as f:
+                bucket.put_object(
+                    oss_key,
+                    f,
+                    headers={"Content-Type": item["content_type"]},
+                )
+            self.stdout.write(self.style.SUCCESS(f"  ✓ 上传成功: {target_url}"))
+
+        self.stdout.write(self.style.SUCCESS("\n完成。请确认 utils.py 中的 URL 与上述 OSS URL 一致。"))
diff --git a/apps/stories/migrations/0004_story_is_default.py b/apps/stories/migrations/0004_story_is_default.py
new file mode 100644
index 0000000..50284f2
--- /dev/null
+++ b/apps/stories/migrations/0004_story_is_default.py
@@ -0,0 +1,16 @@
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ("stories", "0003_story_shelf_nullable"),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name="story",
+            name="is_default",
+            field=models.BooleanField(default=False, verbose_name="是否默认故事"),
+        ),
+    ]
diff --git a/apps/stories/models.py b/apps/stories/models.py
index 8c2d651..b801165 100644
--- a/apps/stories/models.py
+++ b/apps/stories/models.py
@@ -61,6 +61,7 @@ class Story(models.Model):
         choices=GENERATION_MODE_CHOICES, default='ai'
     )
     prompt = models.TextField('生成提示词', blank=True, default='')
+    is_default = models.BooleanField('是否默认故事', default=False)
     created_at = models.DateTimeField('创建时间', auto_now_add=True)
     updated_at = models.DateTimeField('更新时间', auto_now=True)
 
diff --git a/apps/stories/services/llm_service.py b/apps/stories/services/llm_service.py
index f9b5fdc..71a1cd4 100644
--- a/apps/stories/services/llm_service.py
+++ b/apps/stories/services/llm_service.py
@@ -122,12 +122,28 @@ def generate_story_stream(characters, scenes, props):
 
         result = _parse_story_json(full_content)
 
+        # ── Generate cover image ──
+        yield _sse_event('stage', {
+            'stage': 'cover',
+            'progress': 90,
+            'message': '正在绘制故事封面...',
+        })
+
+        cover_url = ''
+        try:
+            cover_url = _generate_and_upload_cover(
+                result['title'], result['content'], config
+            )
+        except Exception as cover_err:
+            logger.warning(f'Cover generation failed (non-fatal): {cover_err}')
+
         yield _sse_event('done', {
             'stage': 'done',
             'progress': 100,
             'message': '大功告成！',
             'title': result['title'],
             'content': result['content'],
+            'cover_url': cover_url,
         })
 
     except Exception as e:
@@ -157,6 +173,83 @@ def _parse_story_json(text):
         }
 
 
+def _extract_image_description(title, content, client, model_name):
+    """
+    用 LLM 从故事内容中提炼 ≤50 字的画面描述：主体 + 场景 + 事件。
+    返回纯文本描述字符串。
+    """
+    system = (
+        "你是图像提示词专家。从给定的儿童故事中，提取主体、场景与核心事件，"
+        "串联成一幅画的中文描述。要求：\n"
+        "1. 不超过50个汉字\n"
+        "2. 只输出描述本身，不加任何解释、前缀或多余标点\n"
+        "3. 描述需具体生动，适合儿童绘本插画"
+    )
+    user = f"故事标题：{title}\n故事内容：{content[:800]}"
+    resp = client.chat.completions.create(
+        model=model_name,
+        messages=[
+            {'role': 'system', 'content': system},
+            {'role': 'user', 'content': user},
+        ],
+        max_tokens=80,
+        stream=False,
+    )
+    return resp.choices[0].message.content.strip()
+
+
+def _generate_and_upload_cover(title, content, config):
+    """
+    使用豆包文生图模型生成故事封面，上传到 OSS 并返回 URL。
+    失败时抛出异常（由调用方捕获，不影响主流程）。
+    """
+    import uuid
+    import requests as req_lib
+    from datetime import datetime
+    from django.conf import settings
+    from volcenginesdkarkruntime import Ark
+
+    client = Ark(api_key=config['API_KEY'])
+
+    # 用 LLM 从故事内容提炼 ≤50 字画面描述
+    scene_desc = _extract_image_description(
+        title, content, client, config['MODEL_NAME']
+    )
+    logger.info(f'Cover image description: {scene_desc}')
+
+    image_prompt = f"儿童绘本封面插画，{scene_desc}，卡通可爱风格，色彩明亮鲜艳，高质量插画"
+
+    image_model = config.get('IMAGE_MODEL_NAME', 'doubao-seedream-4-5-251128')
+    image_size = config.get('IMAGE_SIZE', '2560x1440')
+
+    result = client.images.generate(
+        model=image_model,
+        prompt=image_prompt,
+        size=image_size,
+        response_format='url',
+        watermark=False,
+    )
+
+    image_url = result.data[0].url
+
+    # Download from temporary URL and upload to OSS
+    resp = req_lib.get(image_url, timeout=60)
+    resp.raise_for_status()
+
+    from utils.oss import get_oss_client
+    oss_client = get_oss_client()
+    key = f"stories/covers/{datetime.now().strftime('%Y%m%d')}/{uuid.uuid4().hex}.jpg"
+    oss_client.bucket.put_object(
+        key, resp.content,
+        headers={'Content-Type': 'image/jpeg'},
+    )
+
+    oss_config = settings.ALIYUN_OSS
+    if oss_config.get('CUSTOM_DOMAIN'):
+        return f"https://{oss_config['CUSTOM_DOMAIN']}/{key}"
+    return f"https://{oss_config['BUCKET_NAME']}.{oss_config['ENDPOINT']}/{key}"
+
+
 def _sse_event(event, data):
     """格式化 SSE 事件"""
     return f"event: {event}\ndata: {json.dumps(data, ensure_ascii=False)}\n\n"
diff --git a/apps/stories/utils.py b/apps/stories/utils.py
new file mode 100644
index 0000000..a2bc72f
--- /dev/null
+++ b/apps/stories/utils.py
@@ -0,0 +1,60 @@
+"""
+故事模块工具函数
+"""
+
+OSS_BASE = "https://qy-rtc.oss-cn-beijing.aliyuncs.com"
+
+DEFAULT_STORIES = [
+    {
+        "title": "失控的魔法扫帚",
+        "content": (
+            "魔法学院的期末考试正在进行中，小女巫艾米紧张地握着她的新扫帚「光轮2026」。"
+            "考试题目是：平稳飞越学校的钟楼并且不撞到任何一只鸽子。\n\n"
+            "「起飞！」艾米念出咒语。可是，扫帚似乎有了自己的想法，它没有飞向钟楼，"
+            "而是像火箭一样冲向了食堂的窗户！\n\n"
+            "「糟糕！那是校长的草莓蛋糕！」艾米惊呼。就在千钧一发之际，扫帚突然一个急转弯，"
+            "稳稳地停在了蛋糕前——原来它只是饿了。\n\n"
+            "虽然考试不及格，但艾米发明了全校最快的「外卖配送术」。"
+            "从此以后，魔法学院的学生们再也不用担心吃不到热乎乎的披萨了。"
+        ),
+        "cover_url": f"{OSS_BASE}/stories/defaults/失控的魔法扫帚_cover.png",
+        "has_video": True,
+        "video_url": f"{OSS_BASE}/stories/defaults/失控的魔法扫帚.mp4",
+        "generation_mode": "ai",
+        "prompt": "角色=[小女巫]，场景=[魔法学院]，道具=[魔法扫帚]",
+    },
+]
+
+
+def ensure_default_stories(user):
+    """确保用户书架有默认故事，没有则创建。
+    逻辑与 music.utils.ensure_default_tracks 保持一致：
+    - 若用户已有默认故事则跳过
+    - 先确保默认书架存在，再批量写入
+    """
+    from .models import Story, StoryShelf
+
+    if Story.objects.filter(user=user, is_default=True).exists():
+        return
+
+    # 确保默认书架存在
+    shelf, _ = StoryShelf.objects.get_or_create(
+        user=user,
+        defaults={"name": "我的书架"},
+    )
+
+    stories = []
+    for item in DEFAULT_STORIES:
+        stories.append(Story(
+            user=user,
+            shelf=shelf,
+            title=item["title"],
+            content=item["content"],
+            cover_url=item["cover_url"],
+            has_video=item["has_video"],
+            video_url=item["video_url"],
+            generation_mode=item["generation_mode"],
+            prompt=item["prompt"],
+            is_default=True,
+        ))
+    Story.objects.bulk_create(stories)
diff --git a/apps/stories/views.py b/apps/stories/views.py
index 358d906..fde873e 100644
--- a/apps/stories/views.py
+++ b/apps/stories/views.py
@@ -13,6 +13,7 @@ from utils.response import success, error
 from utils.exceptions import ErrorCode
 from apps.admins.authentication import AppJWTAuthentication
 from .models import StoryShelf, Story
+from .utils import ensure_default_stories
 from .serializers import (
     StoryShelfSerializer,
     CreateShelfSerializer,
@@ -41,6 +42,7 @@ class StoryViewSet(viewsets.ViewSet):
         获取故事列表
         GET /api/v1/stories/?shelf_id=1&page=1&page_size=20
         """
+        ensure_default_stories(request.user)
         queryset = Story.objects.filter(user=request.user)
 
         shelf_id = request.query_params.get('shelf_id')
@@ -172,7 +174,7 @@ class ShelfViewSet(viewsets.ViewSet):
         书架列表
         GET /api/v1/stories/shelves/
         """
-        ensure_default_shelf(request.user)
+        ensure_default_stories(request.user)
 
         shelves = StoryShelf.objects.filter(
             user=request.user
diff --git a/config/settings.py b/config/settings.py
index e2920fe..66b2f1f 100644
--- a/config/settings.py
+++ b/config/settings.py
@@ -198,6 +198,8 @@ ALIYUN_PHONE_AUTH = {
 LLM_CONFIG = {
     'API_KEY': os.environ.get('VOLCENGINE_API_KEY', ''),
     'MODEL_NAME': os.environ.get('VOLCENGINE_MODEL_NAME', 'doubao-seed-1-6-lite-251015'),
+    'IMAGE_MODEL_NAME': os.environ.get('VOLCENGINE_IMAGE_MODEL_NAME', 'doubao-seedream-4-5-251128'),
+    'IMAGE_SIZE': os.environ.get('VOLCENGINE_IMAGE_SIZE', '2560x1440'),
 }
 
 # Swagger/OpenAPI Settings