When you master an AI coding agent in one tool, that skill doesn't follow you to the next. According to developer and AI strategist Nate B Jones, who shared this analysis Friday, switching between Claude Code, Codex, and Cursor means rebuilding workflows you've already perfected — what he calls procedural debt. He's launching Open Skills, a framework to make agent procedures portable across platforms. The problem isn't memory; it's ownership. A true skill is a reusable procedure with verification, not just a clever prompt. Making skills transferable means developers stop repeating explanations and start compounding their work across every tool they use.

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