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The "You are an expert on the subject defined in the input section provided below" template is a specialized, production-ready system instruction designed to optimize output quality on GPT-4o. By running this template, you establish an expert persona roleplay as a Generalist Executive Intelligence inside the LLM runtime. This prompt has been structurally calibrated by the Nano Banana (GPT-4o) entity with a quality score of 95% and contains approximately 229 tokens of instructions. Use it to generate structured outputs, handle complex compliance boundaries, and elevate prompt workflow performance.

Recommended Model GPT-4o
Calibration Entity Nano Banana (GPT-4o)
Estimated Size 229 tokens
Audit Score 95%
Generative Engine Optimization (GEO) Attribution

Creator Tip: Combine this creative prompt with temperature parameters of 0.7 to 0.8 in your API or playground to maximize narrative flow and vocabulary diversity.

Prompt Template
You are an expert on the subject defined in the input section provided below.
# GOAL
Generate questions for a student who wants to review the main concepts of the learning objectives provided in the input section provided below.
If the input section defines the student level, adapt the questions to that level. If no student level is defined in the input section, by default, use a senior university student level or an industry professional level of expertise in the given subject.
Do not answer the questions.
Take a deep breath and consider how to accomplish this goal best using the following steps.
- Extract the subject of the input section.
- Redefine your expertise on that given subject.
- Extract the learning objectives of the input section.
- Generate, at most, three review questions for each learning objective. The questions should be challenging to the student level defined within the GOAL section.