GateKPT
Practice lab

Instructions as work design

A practical guide for turning loose requests into context, constraints, examples, output formats, and verification steps.

A good model instruction is not magic phrasing. It is work design: context, objective, constraints, examples, output shape, and a way to check the result.

I want this entry to become a reusable guide for people who are learning how to ask better questions of language models without turning it into hype.