diff --git a/swanlab/cli/commands/task/list.py b/swanlab/cli/commands/task/list.py
index 8f845aa4..e924c8a5 100644
--- a/swanlab/cli/commands/task/list.py
+++ b/swanlab/cli/commands/task/list.py
@@ -110,11 +110,14 @@ def table(self):
             output_url = tlm.output.output_url
             if output_url is not None:
                 output_url = Markdown(f"[{tlm.output.path}]({output_url})", justify="center")
+            url = tlm.url
+            if url is not None:
+                url = Markdown(f"[{tlm.project_name}]({url})", justify="center")
             st.add_row(
                 tlm.cuid,
                 tlm.name,
                 status,
-                tlm.url,
+                url,
                 output_url,
                 tlm.output.size,
                 tlm.started_at,
diff --git a/swanlab/cli/commands/task/search.py b/swanlab/cli/commands/task/search.py
index 68de27c1..87673372 100644
--- a/swanlab/cli/commands/task/search.py
+++ b/swanlab/cli/commands/task/search.py
@@ -62,7 +62,7 @@ def search(cuid):
     for dataset in data.get("datasets", []):
         console.print(f"[bold]Dataset ID:[/bold] [white]{dataset['cuid']}[/white]")
 
-    tm.url is not None and console.print(f"[bold]SwanLab URL:[/bold] {tm.url}")
+    tm.url is not None and console.print(Markdown(f"**SwanLab URL:** [{tm.project_name}]({tm.url})"))
     if tm.output.path is not None:
         console.print(Markdown(f"**Output URL**: [{tm.output.path}]({tm.output.output_url})"))
         console.print(f"[bold]Output Size:[/bold] {tm.output.size}")
diff --git a/swanlab/cli/commands/task/utils.py b/swanlab/cli/commands/task/utils.py
index 964c62f9..1c5439ce 100644
--- a/swanlab/cli/commands/task/utils.py
+++ b/swanlab/cli/commands/task/utils.py
@@ -93,13 +93,13 @@ def __init__(self, cuid: str, output: dict):
 
     @property
     def output_url(self):
-        """获取预签名的输出下载 url"""
+        """获取预签名的输出下载 url (过期时间 1 小时)"""
         if self.path is None:
             return None
         uploader = CosUploader()
         key = f"{uploader.prefix}/outputs/{self.path}"
         return uploader.client.get_presigned_download_url(
-            Bucket=uploader.bucket, Key=key, Params={'x-cos-security-token': uploader.token}
+            Bucket=uploader.bucket, Key=key, Params={'x-cos-security-token': uploader.token}, Expired=3600
         )
 
     @staticmethod