diff --git a/.drone.yml b/.drone.yml
index 120b8ef..9fe737b 100644
--- a/.drone.yml
+++ b/.drone.yml
@@ -15,9 +15,19 @@ steps:
       DOCKER_HOST: tcp://docker:2375
       DOCKER_TLS_VERIFY: "0"
     commands:
+      - echo "构建 Docker 镜像..."
       - docker build -t registry.memorion.cn/quant/strategy:${DRONE_COMMIT_SHA} .
+      - echo "推送 Docker 镜像到私有 Registry..."
       - docker push registry.memorion.cn/quant/strategy:${DRONE_COMMIT_SHA}
 
+  - name: run backtest
+    image: python:3.11-slim
+    commands:
+      - pip install -r requirements.txt
+      - mkdir -p data
+      - python tests/run_backtest.py
+      - echo "回测数据生成完成，存放在 data/ 目录下"
+
 trigger:
   branch:
     - main
\ No newline at end of file