Claude Code agent transcripts show declining skill use

An analysis of recent agent transcripts suggests that AI coding skills are being used less frequently as model memory improves and harnesses become better at remembering repeatable procedures. The author argues that skills will likely remain useful primarily for organizing and sharing knowledge across teams, but that harnesses will eventually absorb most procedures as intelligence advances. Open article →