prompting Prompts

Transform a rough prompt into a precise, high-performing one by systematically identifying ambiguity, missing constraints, weak instructions, and misaligned outputs, then correcting them through deliberate iteration.

Get the AI to return exactly the format you need — table, JSON, bullets, whatever.

Your prompt is probably the problem, not the model. Paste what you've been typing — it rewrites it into something that actually gets you what you want.

Paste a prompt that's not working. Get a sharper version and the reasons why.

Cut hallucinations with prompt structure that rewards 'I don't know' over guessing.

Big tasks fail in one prompt. Chain them so each step builds on the last.

For problems where the AI rushes to a wrong answer — force it to think first.

Assigning the right role changes everything. Here's how to do it well.

Stop rewriting the same prompt. Turn your best one into a fill-in-the-blanks template.

Get consistent output by showing the AI examples instead of describing what you want.

The one prompt that fixes half your bad AI answers. It asks you questions until it's 95% sure it gets what you want — then does it right the first time.