article / HNK

A brief should protect the question from tool drift.

HNK briefs state the knowledge target, the artifact, the limit, and the teach-back so tools cannot rewrite the assignment.

A brief names the explanation, not the stack

An HNK brief states the question the student will explain, the artifact a reviewer will hold, the data that will not be pasted, and the timebox. Tool names come last. If the brief starts with a product name, it is still a shopping list.

Keep HNK’s public positioning in view: turn AI output into an inspectable human explanation. Do not import QFP’s prototype talk, QKV’s laboratory protocol, or PQK’s field-friction log onto this page. Those brands are related projects of the same institution and they answer different jobs.

If this article is the reason you want a fit conversation, write info@hnk.org with the unexplained sentence only. English is welcome. Do not send other people’s records.