Prompt Engineering for Capability Developers

Designing the Prompt

Prompt engineering is quickly becoming the most critical skill for instructional designers. When you interact with an LLM to generate a case study or a quiz, the quality of the output is directly correlated to the precision of your input constraints.

The Few-Shot Advantage

Instead of merely asking an AI to "write a scenario about compliance," provide it with structurally sound examples.

Bad Prompt: Write a scenario on data privacy.

Good Prompt: You are an expert instructional designer. Below are two examples of interactive scenarios regarding data privacy. Using the same format, generate a new scenario focused on phishing attacks targeting remote workers.

By setting parameters, we transition from generating generic content to engineering reliable training assets.