RACE — Role, Audience, Context, Expectation

Easy ~2 min

RACE puts the audience at the center of prompt engineering. By explicitly defining who will consume the output and what they should take away, you get content perfectly calibrated to its readers.

How each component of the framework shapes the final output.

Best For

Communication
Presentations
Reports
Audience-aware writing
Blog posts

Not Ideal For

Internal debugging
Code generation
Data extraction

Framework Components

Role

Audience

Audience Level

Context

Expectation

Tone(optional)

Example Prompt

Role: Technical writer at a fintech company

Audience: Non-technical C-suite executives (Beginner level)

Context: Quarterly board meeting, discussing AI adoption ROI

Expectation: Audience should feel confident about AI investment

Tone: Professional

Generated from the RACE builder — open the tool to fill in your own values.

Build a RACE prompt now

The Framework Builder turns these components into a ready-to-use prompt.

Related Frameworks

CoT

Step-by-step reasoning for logic, math, and debugging.

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CoD

Iterative summarization that gets progressively denser and more informative.

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STAR

Storytelling and problem-solving with rich context.

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