diff --git a/.github/ISSUE_TEMPLATE/提交一个提问.md b/.github/ISSUE_TEMPLATE/提交一个提问.md
new file mode 100644
index 00000000..1c9d7484
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/提交一个提问.md
@@ -0,0 +1,11 @@
+---
+name: 提交一个提问
+about: 关于项目使用的问题
+title: 'Question: '
+labels: question
+assignees: ''
+
+---
+
+**问题描述**
+
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
new file mode 100644
index 00000000..5a12495c
--- /dev/null
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -0,0 +1,22 @@
+## 变更描述
+简要描述这个 PR 做了什么
+
+## 变更类型
+- [ ] 新功能
+- [ ] Bug 修复
+- [ ] 文档更新
+- [ ] 其他
+
+## 测试
+- [ ] 已在 Docker 环境测试
+- [ ] 相关功能正常工作
+
+**相关日志或者截图**
+
+
+## 说明
+（可选）有什么需要特别说明的吗？
+
+---
+
+💡 **提示**: 提交前可以运行 `make lint` 和 `make format` 检查代码规范
\ No newline at end of file
diff --git a/server/routers/system_router.py b/server/routers/system_router.py
index 92d3c146..02a56cb8 100644
--- a/server/routers/system_router.py
+++ b/server/routers/system_router.py
@@ -224,7 +224,7 @@ async def get_custom_providers(current_user: User = Depends(get_admin_user)):
         custom_providers = config.get_custom_providers()
         return {
             "providers": {provider: info.model_dump() for provider, info in custom_providers.items()},
-            "message": "success"
+            "message": "success",
         }
     except Exception as e:
         logger.error(f"获取自定义供应商失败: {e}")
@@ -235,7 +235,7 @@ async def get_custom_providers(current_user: User = Depends(get_admin_user)):
 async def add_custom_provider(
     provider_id: str = Body(..., description="供应商ID"),
     provider_data: dict = Body(..., description="供应商配置数据"),
-    current_user: User = Depends(get_admin_user)
+    current_user: User = Depends(get_admin_user),
 ):
     """添加自定义供应商"""
     try:
@@ -253,7 +253,7 @@ async def add_custom_provider(
 async def update_custom_provider(
     provider_id: str,
     provider_data: dict = Body(..., description="供应商配置数据"),
-    current_user: User = Depends(get_admin_user)
+    current_user: User = Depends(get_admin_user),
 ):
     """更新自定义供应商"""
     try:
@@ -283,9 +283,7 @@ async def delete_custom_provider(provider_id: str, current_user: User = Depends(
 
 @system.post("/custom-providers/{provider_id}/test")
 async def test_custom_provider(
-    provider_id: str,
-    request: dict = Body(..., description="测试请求"),
-    current_user: User = Depends(get_admin_user)
+    provider_id: str, request: dict = Body(..., description="测试请求"), current_user: User = Depends(get_admin_user)
 ):
     """测试自定义供应商连接"""
     try:
diff --git a/src/config/app.py b/src/config/app.py
index f9b6ce13..a2feb6a4 100644
--- a/src/config/app.py
+++ b/src/config/app.py
@@ -26,8 +26,6 @@ from src.config.static.models import (
 from src.utils.logging_config import logger
 
 
-
-
 class Config(BaseModel):
     """应用配置类"""
 
diff --git a/src/config/static/models.py b/src/config/static/models.py
index f6b9a069..897ea980 100644
--- a/src/config/static/models.py
+++ b/src/config/static/models.py
@@ -147,10 +147,7 @@ DEFAULT_CHAT_MODEL_PROVIDERS: dict[str, ChatModelProvider] = {
         base_url="https://api-inference.modelscope.cn/v1/",
         default="deepseek-ai/DeepSeek-V3.2-Exp",
         env="MODELSCOPE_ACCESS_TOKEN",
-        models=[
-            "Qwen/Qwen3-32B",
-            "deepseek-ai/DeepSeek-V3.2-Exp"
-        ],
+        models=["Qwen/Qwen3-32B", "deepseek-ai/DeepSeek-V3.2-Exp"],
     ),
 }
 
diff --git a/src/models/embed.py b/src/models/embed.py
index 7d231c9f..ebf0ece9 100644
--- a/src/models/embed.py
+++ b/src/models/embed.py
@@ -107,6 +107,7 @@ class BaseEmbeddingModel(ABC):
             logger.error(error_msg)
             return False, error_msg
 
+
 class OllamaEmbedding(BaseEmbeddingModel):
     """
     Ollama Embedding Model
@@ -184,7 +185,6 @@ class OtherEmbedding(BaseEmbeddingModel):
                 raise ValueError(f"Other Embedding async request failed: {e}, {payload}, {self.base_url=}")
 
 
-
 async def test_embedding_model_status(model_id: str) -> dict:
     """
     测试指定embedding模型的状态
diff --git a/src/plugins/mineru_official_parser.py b/src/plugins/mineru_official_parser.py
index d312a487..59bb2376 100644
--- a/src/plugins/mineru_official_parser.py
+++ b/src/plugins/mineru_official_parser.py
@@ -150,7 +150,7 @@ class MinerUOfficialParser(BaseDocumentProcessor):
                 text = self._download_and_extract(zip_url)
                 processing_time = time.time() - start_time
                 logger.info(
-                    f"MinerU Official 处理成功: {os.path.basename(file_path)} - {len(text)} 字符 ({processing_time:.2f}s)"
+                    f"MinerU Official: {os.path.basename(file_path)} - {len(text)} 字符 ({processing_time:.2f}s)"
                 )
                 return text
 
@@ -161,6 +161,7 @@ class MinerUOfficialParser(BaseDocumentProcessor):
                 text = processed["markdown_content"]
             except Exception:
                 import zipfile
+
                 text = ""
                 logger.error(f"从 zip 文件中提取 full.md 失败: {zip_path}，使用第一个 md 文件")
                 with zipfile.ZipFile(zip_path, "r") as zf: