Comment by jdiff

Not to mention the very first example.

Before:

> “I want to know why my React app’s state is not updating when I click a button.”

After:

> “React 18. useState. Button click handler sets state but component does not re-render. No error in console. Explain top 3 causes and fix for each. Show code.”

> Notice the transformation: 22 words down from a long conversational sentence, yet more information is packed in because every word carries signal.

It's 27 words up from 17, and would produce poor results on the local models this claims to be targeting. Without some way to iterate and close the loop, models are pretty bad at producing good prompts.