feat: auto-run pipeline on startup

main.py

@@ -570,6 +570,23 @@ def main():
     log(f"STRATEGY_ID: {STRATEGY_ID}")
     log(f"GPU: {', '.join(GPU_CONFIGS.keys())}")
 
+    # 启动后自动执行一次提交流程
+    def _auto_run():
+        time.sleep(3)  # 等 HTTP 服务就绪
+        log("自动触发提交流程...")
+        try:
+            state['running'] = True
+            state['last_run'] = datetime.now().isoformat()
+            count = run_pipeline(submit_limit=30)
+            state['last_result'] = {'submitted': count, 'success': True}
+        except Exception as e:
+            log(f"流程异常: {traceback.format_exc()}")
+            state['last_result'] = {'error': str(e), 'success': False}
+        finally:
+            state['running'] = False
+
+    threading.Thread(target=_auto_run, daemon=True).start()
+
     while not shutdown_requested:
         server.handle_request()