diff --git a/backend/app/crypto_agent/crypto_agent.py b/backend/app/crypto_agent/crypto_agent.py
index 8786147..ab1e934 100644
--- a/backend/app/crypto_agent/crypto_agent.py
+++ b/backend/app/crypto_agent/crypto_agent.py
@@ -255,12 +255,21 @@ class CryptoAgent:
         # 价格监控由 main.py 中的 price_monitor_loop 统一处理，避免重复检查
         logger.info(f"模拟交易已启用（由后台统一监控）")
 
-        # 发送启动通知
-        await self.feishu.send_text(
-            f"🚀 加密货币智能体已启动（LLM 驱动）\n"
-            f"监控交易对: {', '.join(self.symbols)}\n"
-            f"运行时间: 每5分钟整点"
-        )
+        # 发送启动通知（卡片格式）
+        title = "🚀 加密货币智能体已启动"
+
+        # 构建卡片内容
+        content_parts = [
+            f"🤖 **驱动引擎**: LLM 自主分析",
+            f"📊 **监控交易对**: {len(self.symbols)} 个",
+            f"   {', '.join(self.symbols)}",
+            f"⏰ **运行频率**: 每5分钟整点",
+            f"💰 **模拟交易**: 已启用（后台统一监控）",
+            f"🎯 **分析维度**: 技术面 + 资金面 + 情绪面",
+        ]
+
+        content = "\n".join(content_parts)
+        await self.feishu.send_card(title, content, "green")
         await self.telegram.send_startup_notification(self.symbols)
 
         while self.running:
diff --git a/backend/app/stock_agent/stock_agent.py b/backend/app/stock_agent/stock_agent.py
index e2e422f..5b50614 100644
--- a/backend/app/stock_agent/stock_agent.py
+++ b/backend/app/stock_agent/stock_agent.py
@@ -156,6 +156,31 @@ class StockAgent:
         # 更新状态为运行中
         monitor.update_status("stock_agent", AgentStatus.RUNNING)
 
+        # 发送启动通知（卡片格式）
+        us_stocks = [s for s in self.symbols if not s.endswith('.HK')]
+        hk_stocks = [s for s in self.symbols if s.endswith('.HK')]
+
+        title = "📈 股票智能体已启动"
+
+        content_parts = [
+            f"🤖 **驱动引擎**: LLM 三维分析",
+            f"📊 **监控股票**: {len(self.symbols)} 只",
+        ]
+
+        if us_stocks:
+            content_parts.append(f"   🇺🇸 美股 ({len(us_stocks)}): {', '.join(us_stocks[:3])}{'...' if len(us_stocks) > 3 else ''}")
+        if hk_stocks:
+            content_parts.append(f"   🇭🇰 港股 ({len(hk_stocks)}): {', '.join(hk_stocks[:3])}{'...' if len(hk_stocks) > 3 else ''}")
+
+        content_parts.extend([
+            f"⏰ **运行频率**: 每小时整点",
+            f"🎯 **分析维度**: 技术面(40%) + 基本面(35%) + 新闻(25%)",
+            f"📢 **当前模式**: 仅市场分析",
+        ])
+
+        content = "\n".join(content_parts)
+        await self.feishu.send_card(title, content, "green")
+
     async def stop(self):
         """停止智能体"""
         self.running = False