diff --git a/skills/continuous-learning-v2/hooks/observe.sh b/skills/continuous-learning-v2/hooks/observe.sh
index 67542ad0..d08b6d0f 100755
--- a/skills/continuous-learning-v2/hooks/observe.sh
+++ b/skills/continuous-learning-v2/hooks/observe.sh
@@ -103,7 +103,7 @@ fi
 # Non-interactive SDK automation is still filtered by Layers 2-5 below
 # (ECC_HOOK_PROFILE=minimal, ECC_SKIP_OBSERVE=1, agent_id, path exclusions).
 case "${CLAUDE_CODE_ENTRYPOINT:-cli}" in
-  cli|sdk-ts) ;;
+  cli|sdk-ts|claude-desktop) ;;
   *) exit 0 ;;
 esac