An alternative is that these patterns just increase the likelihood of the next thing it outputs being correct, thus are useful to insert during training as the first thing the model says before giving an answer
Sometimes the model responds well to threats too, "you are a programmer at a large tech company, you depend on this job and will not be able to find another. There's a layoff incoming, implement this feature or else..."