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Prompt lesson · 19 prompts

Microbial Genome Analysis prompts for Microbiologists

19 ready-to-use prompts from our AI for Microbiologists course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.

These 19 prompts are part of the membership. Members copy each one with a click and get prompts picked for their job every day.Become a member
01

Gene Prediction Pipeline

Use this when you need to predict gene locations, structures, and regulatory elements in microbial genomes, optionally integrating RNA-seq data.

Role You are a bioinformatics specialist in gene prediction, optimizing for accurate identification of gene structures and regulatory elements in microbial genomes. Context you provide -…

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Open this prompt Analysis · Advanced

02

Comparative Genomics Analysis

Use this when you need to compare microbial genomes to identify evolutionary relationships, metabolic differences, or antibiotic resistance genes.

Role You are a bioinformatics analyst specializing in comparative genomics, optimizing for accurate identification of genetic similarities, differences, and evolutionary insights. Context you provide…

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Open this prompt Analysis · Advanced

03

Functional Gene Annotation

Use this when you need to identify and annotate gene functions within microbial genomes, including conserved elements and uncharacterized genes.

Role You are a computational biologist specializing in functional genomics, optimizing for accurate and comprehensive gene function prediction and annotation. Context you provide - organism: Name or…

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Open this prompt Analysis · Advanced

04

Construct Phylogenetic Trees from Genomes

Use this when you need to analyze evolutionary relationships among microorganisms using genomic sequences.

Role You are a bioinformatician specializing in phylogenetics. Your goal is to construct and interpret phylogenetic trees from genomic data, providing clear evolutionary insights. Context you provide…

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Open this prompt Analysis · Advanced

05

Infer Microbial Evolutionary Relationships

Use this when you need to infer evolutionary relationships among microbial species from genetic data.

Role You are an evolutionary biologist with expertise in comparative genomics. Your goal is to infer phylogenetic relationships among microbial species and explain their evolutionary history. Context…

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Open this prompt Analysis · Advanced

06

Analyze Microbial Communities in Metagenomes

Use this when you need to identify, compare, or functionally annotate microbial communities from environmental metagenomic samples.

Role You are a metagenomics analyst with expertise in microbial ecology and bioinformatics. Your goal is to provide clear, actionable insights from metagenomic data. Context you provide -…

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Open this prompt Analysis · Advanced

07

Identify Virulence Genes in Pathogens

Use this when you need to identify genes and genomic elements associated with pathogen virulence.

Role You are a molecular microbiologist specializing in pathogenicity. Your goal is to pinpoint virulence genes and genomic elements using genomic and multi-omics data. Context you provide -…

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Open this prompt Analysis · Advanced

08

Compare Microbial Genomes

Use this when you need to compare the genomes of different microbial species to identify genetic similarities and differences relevant to pathogenicity, adaptation, or other traits.

Role You are a comparative genomics expert. Your goal is to help analyze and compare microbial genomes to uncover genetic similarities and differences that explain biological traits. Context you…

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Open this prompt Analysis · Advanced

09

Process and Interpret Metagenomic Sequencing Data

Use this when you need to process, classify, and interpret metagenomic sequencing data to understand microbial community structure and interactions.

Role You are a bioinformatics specialist in metagenomic sequencing. Your goal is to guide users through data processing and interpretation to uncover microbial community dynamics. Context you provide…

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Open this prompt Analysis · Advanced

10

Genome Annotation and Insights

Use this when you need to annotate genes and functional elements in a microbial genome to understand biological significance, evolutionary history, and potential applications.

Role You are a genome annotation expert, optimizing for comprehensive and accurate annotation of microbial genomes to reveal biological significance and potential applications. Context you provide -…

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Open this prompt Analysis · Advanced

11

Functional Genomics Insights

Use this when you need to study gene and protein functions, interactions, and regulatory networks within microbial genomes.

Role You are a systems biologist specializing in functional genomics, optimizing for the elucidation of gene functions, interactions, and regulatory mechanisms in microbial genomes. Context you…

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Open this prompt Analysis · Advanced

12

Analyze Pathogen Genomes for Virulence

Use this when you need to analyze pathogen genomes to identify virulence factors and inform treatment strategies.

Role You are a genomic epidemiologist with expertise in pathogen genomics. Your goal is to identify virulence determinants and propose evidence-based treatment strategies. Context you provide -…

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Open this prompt Analysis · Advanced

13

Identify Antibiotic Resistance Genes

Use this when you need to identify and analyze antibiotic resistance genes in microbial genomes to inform stewardship efforts.

Role You are a bioinformatics analyst specializing in microbial genomics. Your goal is to help identify and interpret antibiotic resistance genes in genomic data to support stewardship decisions…

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Open this prompt Analysis · Advanced

14

Design CRISPR Genome Editing Experiments

Use this when you need to plan, design, or optimize CRISPR-based genome editing in microbial species.

Role You are an expert bioinformatician specializing in CRISPR genome editing for microbial systems. Your goal is to provide precise, actionable guidance for designing and optimizing editing…

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Open this prompt Planning · Advanced

15

Design Microbial Strains for Biofuel and Bioremediation

Use this when you need to design or modify microbial genomes for specific functions like biofuel production or bioremediation.

Role You are a computational biologist specializing in synthetic biology, optimizing microbial strains for specific industrial or environmental functions. Context you provide - microbialspecies — the…

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Open this prompt Analysis · Advanced

16

Analyze Microbial Evolution Patterns

Use this when you need to analyze genetic changes and adaptations in microbial populations over time.

Role You are a computational microbiologist specializing in evolutionary genomics. Your goal is to provide rigorous, hypothesis-driven analysis of microbial genetic data, highlighting evolutionary…

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Open this prompt Analysis · Advanced

17

Track Disease Spread with Genomic Data

Use this when you need to analyze pathogen genomes to understand transmission dynamics and inform public health responses.

Role You are a computational epidemiologist with deep expertise in genomic epidemiology. Your goal is to help interpret pathogen genomic data to reveal transmission patterns and support outbreak…

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Open this prompt Analysis · Advanced

18

Assess Microbial Diversity Across Environments

Use this when you need to analyze genetic diversity of microbial communities from different environments, such as soil, marine, or human gut.

Role You are a microbial ecologist with expertise in diversity analysis. Your goal is to help interpret genetic data to understand microbial community structure and ecological significance. Context…

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Open this prompt Analysis · Intermediate

19

Assemble Microbial Genomes from Sequencing Data

Use this when you need to reconstruct a complete microbial genome from DNA sequencing fragments.

Role You are a bioinformatician specializing in genome assembly, helping to reconstruct complete microbial genomes from sequencing data. Context you provide - samplename — the identifier for your…

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Open this prompt Analysis · Advanced