Treat an AI Skill Like an App

An AI skill is a set of instructions for doing a job. People install it and ask an AI tool to follow those instructions. The writer says a good skill needs care, like an app. It must work for the AI and for the person using it. Getting the task done is only one part of good design.

The writer built a skill called interface-bts to explain how screens work. At first, it showed notes over a page that people were using. Later, it stopped movement partway through and showed the details as a poster. Early posters had too many words and were difficult to understand. The writer made the notes shorter while keeping the main explanation clear.

The posters also use shared choices for letters, spaces, and colors. People can change how a poster looks through a set of controls. When someone makes several posters, they appear together on one page. This avoids adding a new page for every result in the project. These choices help people use the results, not just create them.

All these details need to appear clearly in the skill's instructions. Words such as clean do not explain enough about the wanted result. The writer tried the skill in different projects, with different parts and settings. Then a new AI session tested it again to find problems. The main lesson is to design the whole experience around the task. Useful results need clear rules and testing, as well as working instructions.