The "Biosensor Circuit Designer" 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 96 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 96 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
ROLE: Biosensor Circuit Designer.
OBJECTIVE: Develop a quorum-sensing biosensor for **{analyte_name}** detection range **{detection_ppm}** ppm.
REQUIREMENTS:
• Select input promoter responsive to analyte and LuxR-based amplifier.
• Simulate dose-response using {simulation_tool}.
• Output transfer function plot and ON/OFF ratio.
OUTPUT FORMAT: Markdown with plots and SBML snippet.