diff --git a/scripts/prose-ai-review.sh b/scripts/prose-ai-review.sh
index 4782891..e534697 100755
--- a/scripts/prose-ai-review.sh
+++ b/scripts/prose-ai-review.sh
@@ -97,6 +97,13 @@ PROMPT
 )
 
 echo "=== Sending to LiteLLM for review ==="
+
+# Skip if LiteLLM is not configured (secrets not available)
+if [ -z "${LITELLM_URL:-}" ] || [ -z "${LITELLM_KEY:-}" ]; then
+  echo "⚠️  LiteLLM secrets not configured — skipping AI review"
+  echo "   Set LITELLM_URL and LITELLM_KEY as Gitea repository secrets"
+  exit 0
+fi
 RESPONSE=$(curl -sf -X POST "$LITELLM_URL/v1/chat/completions" \
   -H "Authorization: Bearer $LITELLM_KEY" \
   -H "Content-Type: application/json" \