diff --git a/README.md b/README.md
index aa393fd..8637c15 100644
--- a/README.md
+++ b/README.md
@@ -22,7 +22,8 @@ apps powered by the Gemini API.
 
 Our evaluations found that adding this skill improved an agent's ability to
 generate correct API code following best practices to 87% with Gemini 3 Flash
-and 96% with Gemini 3 Pro.
+and 96% with Gemini 3.1 Pro. For more details, see our blog post: 
+[Closing the knowledge gap with agent skills](https://developers.googleblog.com/closing-the-knowledge-gap-with-agent-skills/).
 
 ## Skills in this repo