PaperAgent

Jan 21, 2026 · Artificial Intelligence

Can Single-Agent Skill Systems Outperform Multi-Agent Architectures?

This article analyzes recent Claude Skills research, revealing security flaws in over a quarter of skills, a systemic performance collapse when single-agent skill sets exceed 50‑100 items, and how hierarchical routing and cognitive‑capacity limits can restore accuracy while mitigating security risks.