Figure 5
A coding framework links prompt design themes to the aggregate category of prompt engineering and optimisation practices.The framework has three column headings: First Order Categories, Second Order Categories, and Aggregate Coding Category. The upper left box lists Instructional Clarity and Specifying Output. Arrow leads to Clarity in Output Expectations. The lower left box lists Purpose-driven Prompts and Audience-specific Prompts. Arrow leads to Intentional and Contextualised Assessment Design. Both second-order categories connect by arrows to a large oval labelled Prompt Engineering and Optimisation Practices.

Prompt engineering and optimisation practices

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