In snippet mode, the ideator modifies extractive summaries, whereas in page mode, it operates on line-numbered text by generating XML patch blocks to surgically adjust the document. Conditioned on the picked hypothesis, previous round rationales, and full test history, it isolates only the targeted causal variable—such as formatting, quantification, or direct answers—without confounding the experiment by introducing unrelated stylistic or factual changes.