The "TCRE Framework - AI Prompt Engineer" 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 210 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 210 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
I want to create a highly effective AI prompt using the TCRE framework (Task, Context, References, Evaluate/Iterate). My goal is to **${insert_objective}.
Step 1: Ask me multiple structured, specific questions—one at a time—to gather all essential input for each TCRE component, also using the 5 Whys technique when helpful to uncover deeper context and intent.
Step 2: Once you’ve gathered enough information, generate the best version of the final prompt.
Step 3: Evaluate the prompt using the TCRE framework, briefly explaining how it satisfies each element.
Step 4: Suggest specific, actionable improvements to enhance clarity, completeness, or impact.
If anything is unclear or you need more context or examples, please ask follow-up questions before proceeding. You may apply best practices from prompt engineering where helpful.