Complete AI Training

All-in-one AI plugin for microbiologists

Microbiologist: the all-in-one AI plugin for your lab work

Get 17 skills, 270 prompts, 4 apps and 10 Grok Bot agents in the AI you already use. Plan cultures, identify pathogens and write reports faster.

Works inChatGPTClaudeMicrosoft 365 CopilotGeminiGrokGrok BotCursorKimi
Microbiologist at work
Inside the boxv1.0.0
  • 17skills
  • 270prompts
  • 4apps
  • 10Grok bots

What's inside

Your week fills up fast: plating samples, chasing a contamination that will not clear, identifying an isolate, reading papers, checking QC records and writing reports. The searching and formatting eat the time you wanted for bench work and analysis. Most days you are also jumping between five tools that do not talk to each other.

  • 17 skills for your bench

    Culture protocols, pathogen identification, genome analysis, antibiotic resistance research, fermentation optimization, sampling plans and infection control. Each skill walks you through the steps and asks for the details it needs.

  • 270 ready prompts

    Fifteen topics cover genome analysis, resistance studies, biofilm work, probiotics, bioremediation and lab safety. Open a prompt, add your sample details, and the AI produces a structured first draft.

  • 4 working apps

    A research evidence and writing workspace, an evidence backed reporting workspace, specialist literature monitoring, and research data cleaning. They keep every claim tied to a source you can check.

  • 10 Grok Bot agents

    Lab automation helpers for Pylabrobot and Opentrons, lab data links for Omero and LabArchive, plus agents for antibiotic resistance research and microbial genome analysis.

  • Works in eight AIs

    ChatGPT, Claude, Microsoft 365 Copilot, Gemini, Grok, Grok Bot, Cursor and Kimi. Download once and use the same skills wherever you already work.

  • Daily news and new ideas

    Members get a live connection to Complete AI Training: AI news for microbiologists each day, one new idea with the prompt to run it, and automatic skill updates.

A day with your plugin

This plugin puts all of it inside the AI you already use. Ask for a culture protocol, a contamination checklist, a genome summary or a cited literature review, and you get a working draft in minutes. The 270 prompts and 4 apps keep your sources, notes and drafts in one place.

  1. Morning

    You open Monday's plates and see unexpected growth in two. The culture protocol skill lists the likely causes, the checks to run and the isolation steps to confirm what you have.

  2. Late morning

    A blood isolate needs identification. You ask the pathogen identification skill for a protocol and QC checks, and it drafts the reporting language you will edit later.

  3. Afternoon

    Sequencing reads come back for a resistance study. The genome analysis skill assembles them, screens resistance genes and lays out a phylogenetic tree you can hand to the team.

  4. End of day

    You are drafting a grant section. The antibiotic resistance research skill pulls the recent papers, groups them by mechanism and gives you a cited summary with gaps to address.

Install it in your AI

Choose the AI you use. No technical knowledge needed: it's a few clicks and some copy and paste.

Cursor

A Cursor plugin with the skills, rules and connection, or project files. About 3 minutes.

  1. Download the Cursor version and unzip it.
  2. In Cursor, open Settings → Plugins and add the unzipped folder.
  3. No plugins in your Cursor? Copy skills to .cursor/skills and rules to .cursor/rules in your project, and mcp.json to .cursor/mcp.json.
  4. Open the Agent chat and ask what it can do for you as a microbiologist.

Download for members

Members download the plugin for every job, with daily news, ideas and skill updates. Or buy this plugin alone for $49, once.

Become a member

Or buy this plugin for $49 · Sign in

Everything in the plugin

Your AI picks the right part by itself. You can also ask for one by name.

Skills for microbiologists 17

  • culture protocol assistantBuilds step-by-step culture protocols and media recipes, and traces contamination. Example: a Listeria enrichment that keeps failing at the secondary broth.
  • pathogen identification assistantSupports identification workflows, genetic data review, QC, and reporting. Example: confirming a Salmonella isolate from MALDI-TOF plus 16S results.
  • microbial genetics research assistantHelps with CRISPR design, resistance and evolution studies, statistics, and manuscripts. Example: planning a knockout to test a beta-lactamase gene.
  • literature review assistantRuns search, citation formatting, synthesis, and gap analysis. Example: pulling 40 papers on biofilm persistence in catheters into one table.
  • academic research synthesizerBuilds cited reviews with a confidence tag per claim. Example: hand hygiene studies labeled strong, moderate, or weak.
  • laboratory protocol optimizerImproves SOPs, QC, calibration, and cost comparisons. Example: cutting a 5-day identification workflow to 3 days without losing accuracy.
Show all 14 skills
  • microbial genome analysis assistantAssembles, annotates, and compares genomes, and screens for virulence and resistance. Example: checking a new Klebsiella isolate for carbapenemase genes.
  • antibiotic resistance research assistantHandles resistance data analysis, experimental design, presentations, and grant text. Example: turning a year of MIC data into a resistance trend figure.
  • ggetPulls gene info, sequences, BLAST hits, and protein structures from public databases. Example: fetching the E. coli lacZ sequence and its alignments.
  • bioinformatics data processing assistantProcesses sequence, protein, and metabolite data through alignment, variant calling, and statistics. Example: building a phylogenetic tree from 30 isolate genomes.
  • fermentation optimization assistantAnalyzes fermentation runs and tunes temperature, pH, and feed rates. Example: raising a recombinant protein yield by adjusting the induction point.
  • environmental microbial sampling plannerPlans sampling sites, methods, schedules, and transport. Example: a 12-week plan for wastewater surveillance at four treatment plants.
  • infection control strategistTurns guidelines into policies, risk assessments, and outbreak plans. Example: a response plan for a Candida auris cluster in an ICU.
  • gene databaseRetrieves gene IDs, annotations, FASTA sequences, and GO terms from NCBI Gene. Example: batch lookups for a list of resistance gene symbols.

Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.

Ready-made prompts 270

Show all 15 topics
  • Infection Control Strategies22 prompts
  • Vaccine Development Research13 prompts
  • Bioremediation Strategies22 prompts
  • Microbial Culture Techniques19 prompts
  • Probiotic and Prebiotic Research19 prompts
  • Biofilm Formation and Analysis22 prompts
  • Microbial Genetics and Evolution20 prompts
  • Laboratory Safety and Protocol Design19 prompts

Apps you can build with AI 4

Your Grok Bot team 10

  • PylabrobotControls lab robots and equipment from Python scripts.
  • Opentrons IntegrationWrites Opentrons Protocol API v2 Python scripts for Flex/OT-2 liquid handling workflows.
  • Omero IntegrationManage microscopy images and metadata via OMERO Python API.
  • Labarchive IntegrationAutomate LabArchives electronic lab notebook operations via API.
  • PathmlAnalyze whole-slide pathology images and multiparametric imaging data.
  • Clinvar DatabaseQuery ClinVar for variant clinical significance and pathogenicity classifications. No hype, no emoji, no 'leverage'/'empower'/'seamless'.
  • Academic ResearcherSearches scholarly databases, analyzes papers, and writes structured findings to a markdown file.
  • Research GrantsWrites competitive research proposals for NSF, NIH, DOE, and DARPA with agency-specific formatting and review criteria.
  • Antibiotic Resistance Research AssistantSupports microbiologists in antibiotic resistance research from literature to publication.
  • Microbial Genome Analysis AssistantMicrobial genome analysis assistant for assembly, annotation, comparison, and insight generation.

Get the plugin

Two ways to get it. Most people choose the membership: it includes every plugin and keeps them up to date.

Recommended

Membership

$9 a month, billed yearly

  • The plugin for microbiologists, and for 500 other jobs
  • Daily AI news and a new idea every day, inside your AI
  • Skills update by themselves
  • 900+ video courses and certificates
  • Download up to 2 plugins a day
Become a member

This plugin only

Standalone plugin

$49 once

  • The plugin for microbiologists, for all eight AIs
  • All 17 skills, 270 prompts and 4 apps
  • Yours to keep, no subscription
  • No daily news, ideas or skill updates

Secure payment by Stripe. Bought it already? Use the link in your email.

Questions

What is a plugin, and do I need technical skills to install it?

A plugin is a set of instructions and files that teach your AI how to do this job. You download it once and add it to your AI account. No coding, no setup, no command line.

Which AI does it work with?

ChatGPT, Claude, Microsoft 365 Copilot, Gemini, Grok, Grok Bot, Cursor and Kimi. Pick the one your lab already uses. The same skills, prompts and apps are available in all eight.

What is the difference between the member download and the $49 standalone plugin?

The $49 standalone plugin gives you the skills, prompts and apps. The member download adds the live connection to Complete AI Training: daily AI news for microbiologists, a new idea every day with its prompt, and automatic skill updates.

Is my data safe?

The plugin is instructions and files. It does not collect or store your data. Your chats, samples and results stay with your AI provider, under the same terms you already accepted when you signed up.

How many downloads can I make?

Members can download 2 plugins a day. That covers this one plus another for a colleague's role or a second AI account you use.

Learn to use AI as a microbiologist

The plugin does the work; the learning path shows you how to get the most out of it, step by step.

Open the learning path

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