Creative

A model's first answer is its mode: the most typical response, because preference training rewards the familiar (Zhang et al., Verbalized Sampling, arXiv 2510.01171). Telling it to "be extremely creative" or "think like Steve Jobs" barely moves this, and sometimes makes the ideas more alike. Changing the procedure does: generate many, push each one further, remove duplicates (Meincke, Mollick & Terwiesch, arXiv 2402.01727). So this skill changes the method, not the adjectives.

Skip it when

The task has one right answer, or the user wants the standard thing done well (a conventional cover letter, a normal API name that matches the codebase). Novelty there is a cost. Say so in one line and do the normal job.

Process