diff --git a/skills/ms-ai-advisor/references/prompt-engineering/few-shot-learning-techniques.md b/skills/ms-ai-advisor/references/prompt-engineering/few-shot-learning-techniques.md
index 52e4fcd..5b8c527 100644
--- a/skills/ms-ai-advisor/references/prompt-engineering/few-shot-learning-techniques.md
+++ b/skills/ms-ai-advisor/references/prompt-engineering/few-shot-learning-techniques.md
@@ -1,6 +1,6 @@
 # Few-Shot and Zero-Shot Learning Techniques
 
-**Last updated:** 2026-04 | Verified: MCP 2026-04
+**Last updated:** 2026-06-24 | Verified: MCP 2026-06
 **Status:** GA
 **Category:** Prompt Engineering & LLM Optimization