Data Party THU

Aug 2, 2026 · Artificial Intelligence

Real-World Feedback Powers Continuous Evolution of AI Agent Skills

The article outlines a three‑layer Skill architecture for AI agents—routing, instruction, and resources—and shows how systematic user feedback can be abstracted into rule updates at each layer, illustrated with a travel‑planner example, quality checks, resource‑layer extensions, skill compaction, and validation before release.