Prompt Engineering Toolkit

12 proven prompt frameworks, explained.

Every framework PromptGeneratorLab's generator can write in — what each one means, when to reach for it, and a bad-prompt-vs-good-prompt example for each.

ORACLE

Objective...

A well-rounded, six-part structure for everyday prompts.

RACE

Role...

A fast, four-part structure for when you need a good prompt in under a minute.

CARE

Context...

A result-oriented structure that keeps the AI focused on the outcome you actually need.

APE

Action...

The shortest useful framework — three parts, built for speed.

CREATE

Characterise...

A six-part, iteration-friendly framework built for getting the details right.

TAG

Task...

The simplest framework — three words, one clear instruction.

CREO

Context...

A framework built for answers that need to be grounded in specific evidence.

RISE

Role...

A process-oriented framework for tasks that need to happen in a specific order.

PAIN

Problem...

A troubleshooting-focused framework for when something is broken and you need a fix.

COAST

Context...

A five-part framework for detailed, multi-constraint tasks.

ROSES

Role...

A structured, solution-oriented framework for consulting-style problems.

RESEE

Review...

A framework built specifically for improving something you've already written.