diff --git a/ProblemMap/Multi-Agent_Problems.md b/ProblemMap/Multi-Agent_Problems.md
index 040b7b58..6a59a7cc 100644
--- a/ProblemMap/Multi-Agent_Problems.md
+++ b/ProblemMap/Multi-Agent_Problems.md
@@ -117,13 +117,23 @@ Result: agents negotiate via Tree merge; no duplicate tasks, no role confusion.
 ↩︎ [Back to Problem Index](../README.md)
 
 
-<br>
+---
 
-> <img src="https://img.shields.io/github/stars/onestardao/WFGY?style=social" alt="GitHub stars"> ⭐ Help reach 10,000 stars by 2025-09-01 to unlock Engine 2.0 for everyone  ⭐ <strong><a href="https://github.com/onestardao/WFGY">Star WFGY on GitHub</a></strong>
+### 🧭 Explore More
+
+| Module                | Description                                              | Link     |
+|-----------------------|----------------------------------------------------------|----------|
+| Semantic Blueprint    | Layer-based symbolic reasoning & semantic modulations   | [View →](https://github.com/onestardao/WFGY/tree/main/SemanticBlueprint) |
+| Benchmark vs GPT‑5    | Stress test GPT‑5 with full WFGY reasoning suite         | [View →](https://github.com/onestardao/WFGY/tree/main/benchmarks/benchmark-vs-gpt5) |
+
+---
 
 > 👑 **Early Stargazers: [See the Hall of Fame](https://github.com/onestardao/WFGY/tree/main/stargazers)** —  
 > Engineers, hackers, and open source builders who supported WFGY from day one.
 
+> <img src="https://img.shields.io/github/stars/onestardao/WFGY?style=social" alt="GitHub stars"> ⭐ Help reach 10,000 stars by 2025-09-01 to unlock Engine 2.0 for everyone  ⭐ <strong><a href="https://github.com/onestardao/WFGY">Star WFGY on GitHub</a></strong>
+
+
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