AI Skills Are Not Just Prompts: A Practical Architecture for Building, Evaluating, Shipping, and Maintaining Agent Skills

The current generation of AI coding agents makes it surprisingly easy to create a "skill." Write a Markdown file. Add instructions. Give it a name. Put it inside .claude/skills/. Done. Except it isn't