Context Engineer

A sharpened prompt for the next method — your draft and the rewrite, diffed.

In Context, Instructions · Out Processed Context · Cost 10 credits

What it does

Sharpens the instructions going into the next method, and shows you your draft and the rewrite side by side so you can see what changed.

When to reach for it

When a method keeps producing the wrong shape of answer. Usually the fix is in the prompt rather than the model.

Worth knowing

The diff is the useful part. It teaches you what was vague in the original.