100 Prompts to give Google Gemini for Biological and Agricultural Research

100 Master Prompts for Biological & Agricultural Research: An AI-Assisted Biostatistics Prompt Workbook

This workbook provides a structured collection of 100 carefully designed prompts to help researchers use advanced AI tools more effectively as a learning and productivity aid in biological, agricultural, ecological, and related life sciences research.

Important Disclaimer: This product offers prompt guidance only. It is not a substitute for proper statistical training, professional statistical consultation, or your own research work. All research, data collection, analysis, interpretation, and writing must remain entirely your own authentic effort. The prompts are designed to support ethical AI use while you maintain full responsibility for your methodology and outputs. Ensure to adhere to your Institution's AI requirements and guidelines.

What the Workbook Contains:

• 100 Targeted Prompts: Ready-to-adapt prompts focused on various stages of the research process, including experimental design, statistical planning, data analysis, and result interpretation.
• 10 Methodological Guidance Sections: Organized to walk you through key research stages chronologically, helping you explore concepts such as experimental controls, replication, data validation, and reporting practices.
• Modeling and Analysis Prompts: Prompts covering common statistical approaches for life sciences data, including non-normal distributions, repeated measures, time-series, and multivariate methods (e.g., PCA, NMDS, PERMANOVA).
• Code and Visualization References: Example prompts that can help generate R code snippets and visualization ideas using common packages. You will need to review, test, and adapt all code yourself.
• Review and Planning Prompts: Prompts that may assist you in preparing statistical analysis plans, thinking through potential questions reviewers might raise, and organizing your own ideas for grants, theses, or manuscripts.