Opportunities

A body of finished tests raises questions nobody wrote down. Opportunities are those questions, gathered on their own tab of the Learnings page. Code decides what counts as a question and the AI words it, so a suggestion always traces back to something the evidence actually shows.

There are five kinds, at most three of each. Explain a surprise is raised by a result nothing predicted, such as a confident loss on an idea rated important. Replicate is a positive lean the range cannot yet tell from zero. Resolve mixed is tests of one thing that disagree in direction. Isolate is one test that changed several things at once. Fill a gap is a change type tried elsewhere that a well-tested page has never tried.

Each one can be turned into a draft experiment in one step, or dismissed. A dismissed question stays dismissed while the evidence keeps raising it, and a question the evidence no longer raises is retired on its own.

The list keeps in step with the evidence. As tests finish and patterns move, new questions appear and settled ones go, and a question is reworded only when what it means has changed, so the tab does not churn from one visit to the next.