diff --git a/AGENTS.md b/AGENTS.md
index e8f0822..ce6749e 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -6,6 +6,10 @@
 - Hardware expectation: 8 NVIDIA H20 GPUs.
 - SSH check: use `ssh dash0` before scheduling or debugging remote runs.
 - Remote project path: `/home/admin/cpfs/wjh/aituner/aituner`.
+- If remote downloads are slow or fail, start the proxy from the remote `wjh`
+  home directory with `./auto_proxy.sh`, then run downloads in a shell where
+  `proxyOn` from `~/.bashrc` has been applied. If `autossh` is unavailable,
+  `ssh -Nf proxy` provides the same local `127.0.0.1:11235` tunnel.
 
 ## Local/remote sync workflow