When you ask AI to do a task, do you find yourself retyping the same prompt every time? For a one-off, that's fine. But if it's something you'll keep doing — or something that'll need tweaking as you go — it's worth having AI turn it into a Skill (a reusable template for the task) right from the start.

The trick is not to aim for perfect at first. Just ask, roughly, "turn what I'm about to do into a Skill so I can keep running an improvement loop on it," and let AI hand you a rough first draft. It's only once you actually use it that you notice "this angle was missing" or "that step wasn't needed." When you do, you just tell AI, "fix this part and update the Skill." Repeat that, and the Skill grows into a tool tuned to your own way of working.

Skill-growing loop: around a central Skill, repeat clockwise — Ask AI to build, Use it, Ask AI to refine, It grows.

Take the routine work you repeat — your checklist for reviewing writing, your steps for cleaning up data, the angles you look at in a review. These are great candidates to turn into Skills. Rough is fine at the start. Use it three times and the missing angles and the unnecessary steps come into view, and each time you have AI refine it, the template tightens up. You don't have to write any of it from scratch — the whole idea is to let AI both build it and fix it.

A tool fits your hand the more you use it. AI-assisted work, I think, is the same. Rather than freezing up over making it perfect, have AI draft a rough version and keep saying "fix this here" as you use it — that small loop is, in the end, the fastest way to reach a tool you can actually rely on.