Many AI tools promise that you can simply describe what you want and get a working result. And in many cases, that s true. For example, I take the tool I'm working on, AI Apps Builder for Jira. Using this app, you can explain the Jira app you need in plain language, and the AI generates a Forge app for you.
However, one thing becomes clear very quickly: the more specific your description is, the better the result will be.
While experimenting with AI Apps Builder for Jira, certain patterns started to emerge. Some prompts consistently produced clear, usable apps, while others led to results that needed refinement. The difference wasn t the AI itself it was how the request was written.
In this article, we ll look at those patterns and explore practical ways to write better prompts when building custom Jira apps, dashboards, and reports.