Data Party THU

Aug 17, 2026 · Artificial Intelligence

How Real Feedback Drives Continuous Skill Evolution for AI Agents

The article explains a three‑layer Skill architecture for AI agents, shows how real user feedback is turned into concrete rule updates across routing, instruction, and resource layers, and describes iterative refinement, compaction, and validation before releasing new Skill versions.