PaperAgent

Aug 9, 2026 · Artificial Intelligence

Tsinghua Unveils Two Breakthrough Papers on LLM Agent Skills

The article reviews Tsinghua University's two new papers—GSE, which introduces a global skill‑relation graph, clustering, and replay verification to make agent skills continuously improve, and SkillSentry, which uses ability contracts and adaptive honey‑world testing to ensure skill safety—detailing their methods, experimental results, and practical implications.