diff --git a/repo_classifier.py b/repo_classifier.py
new file mode 100644
index 0000000..3e15bef
--- /dev/null
+++ b/repo_classifier.py
@@ -0,0 +1,76 @@
+from github import Github
+import openai
+import os
+from dotenv import load_dotenv
+
+# 初始化 API 客户端
+def init_clients():
+    load_dotenv()
+    github_token = os.getenv("GITHUB_TOKEN")
+    openai.api_key = os.getenv("OPENAI_API_KEY")
+    
+    g = Github(github_token)
+    return g
+
+# 获取仓库元数据
+def get_repos(github_client):
+    repos = []
+    for repo in github_client.get_user().get_repos():
+        try:
+            readme = repo.get_readme().decoded_content.decode()[:1000]
+        except:
+            readme = ""
+            
+        repos.append({
+            "name": repo.name,
+            "description": repo.description,
+            "language": repo.language,
+            "readme_snippet": readme,
+            "url": repo.html_url
+        })
+    return repos
+
+# 智能分类(OpenAI 实现)
+def classify_repo(repo_data):
+    prompt = f"""
+    根据以下仓库信息判断项目类型:
+    名称: {repo_data['name']}
+    描述: {repo_data['description']}
+    语言: {repo_data['language']}
+    README片段: {repo_data['readme_snippet']}
+
+    可选分类选项:
+    - Web 开发
+    - 数据科学
+    - DevOps 工具
+    - 机器学习
+    - 教育学习
+    - 其他
+
+    返回最匹配的分类标签(只需返回分类名称):
+    """
+    
+    response = openai.ChatCompletion.create(
+        model="gpt-3.5-turbo",
+        messages=[{"role": "user", "content": prompt}]
+    )
+    
+    return response.choices[0].message.content.strip()
+
+# 主流程
+def main():
+    g = init_clients()
+    repos = get_repos(g)
+    
+    classified_repos = []
+    for repo in repos:
+        category = classify_repo(repo)
+        repo["category"] = category
+        classified_repos.append(repo)
+    
+    # 打印结果
+    for repo in classified_repos:
+        print(f"{repo['name']}: {repo['category']}")
+
+if __name__ == "__main__":
+    main()
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..01d48ad
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,3 @@
+PyGithub
+openai
+python-dotenv