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.

- 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.
- 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.
- 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.
- 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.
- 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.
ChatGPT
Your own GPT on chatgpt.com, plus a plugin for Codex and ChatGPT workspaces. About 5 minutes.
- Download the ChatGPT version and unzip it (double-click the file).
- Go to chatgpt.com, click GPTs in the left menu, then Create, then the Configure tab.
- Name it Microbiologist Assistant. Open
custom-gpt/instructions.txt, copy everything and paste it into Instructions. - Under Knowledge, upload all the files from the
custom-gpt/knowledgefolder. - Paste the lines from
conversation-starters.txtas conversation starters and click Create. - For the daily news, ideas and skill updates: in ChatGPT go to Settings → Apps & Connectors, add the Complete AI Training connector and sign in with your membership. The README shows each click.
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.
Claude
A Claude plugin for claude.ai, the desktop app, Cowork and Claude Code. About 2 minutes.
- Download the Claude version. Keep it zipped.
- Open Claude (claude.ai or the desktop app), click your name at the bottom left, then Settings → Capabilities.
- Click Upload plugin and choose the zip file. Turn the plugin on.
- Start a new chat and type /start. Your microbiologist assistant introduces itself.
- The first time it uses Complete AI Training, Claude asks you to connect: click Connect and sign in with your membership.
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.
Microsoft 365 Copilot
A Copilot agent: set it up yourself in Agent Builder, or give IT the ready app package. About 5 minutes.
- Download the Microsoft 365 Copilot version and unzip it.
- Open Microsoft 365 Copilot (m365.cloud.microsoft/chat) and click Create agent, then the Configure tab.
- Name it Microbiologist Assistant. Paste everything from
agent-builder/instructions.txtinto Instructions. - Under Knowledge, upload the files from
agent-builder/knowledge. Add the starter prompts and click Create. - Working in a company? The
appPackagefolder is a ready app for your IT team, with the Complete AI Training connection built in. The README has a message you can forward to them.
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.
Gemini
Skills you upload to Gemini, a ready Gem, and a Gemini CLI extension. About 2 minutes.
- Download the Gemini version and unzip it.
- Go to gemini.google.com and open Settings → Skills → Upload.
- Upload the
SKILL.mdfiles from theskillsfolder, starting with the folder whose name ends in-assistant. Gemini now uses them by itself. - Prefer a Gem? Open Gems → New Gem, paste
gem/instructions.txtand upload the files ingem/knowledge. - Using Gemini CLI?
gemini extensions installon the folder also connects Complete AI Training for the daily news, ideas and skill updates.
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.
Grok
A Grok Project with all the instructions and files. About 5 minutes.
- Download the Grok version and unzip it.
- Go to grok.com, open Projects in the left menu and click New project. Name it Microbiologist Assistant.
- Paste everything from
grok-project/instructions.txtinto the project's instructions. - Upload the files from
grok-project/knowledgeto the project. - Start your work chats inside this project. Try one of the lines in
conversation-starters.txt.
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.
Grok Bot
One message that sets up a whole team of Grok Bot agents for your job. About 5 minutes.
- Download the Grok Bot version and unzip it.
- Open Grok Bot and create a new bot. Name it Microbiologist Team Lead.
- Open
SETUP-MESSAGE.md, copy everything and paste it as your first message. - The team lead sets up its own role and walks you through adding each specialist bot, one at a time.
- Add the Complete AI Training connector in Grok Bot so your team lead gets the daily news and ideas for microbiologists.
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.
Cursor
A Cursor plugin with the skills, rules and connection, or project files. About 3 minutes.
- Download the Cursor version and unzip it.
- In Cursor, open Settings → Plugins and add the unzipped folder.
- No plugins in your Cursor? Copy
skillsto.cursor/skillsandrulesto.cursor/rulesin your project, andmcp.jsonto.cursor/mcp.json. - 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.
Kimi
A Kimi Code plugin, and instructions with files for Kimi chat. About 3 minutes.
- Download the Kimi version and unzip it.
- Kimi chat (kimi.com or the app): start a new chat, paste
kimi-chat/instructions.txtand attach the files inkimi-chat/files. - Keep using that chat for your work: Kimi now acts as your microbiologist assistant.
- Kimi Code: type
/plugins installwith the folder, then/reload. It connects Complete AI Training too.
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.
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
- Microbial Genome Analysis19 prompts, like Gene Prediction Pipeline
- Antibiotic Resistance Studies20 prompts, like Streamline Antibiotic Resistance Literature Review
- Pathogen Identification19 prompts, like Automated Pathogen Identification System
- Environmental Microbial Sampling19 prompts, like Analyze Bioaerosol Sampling Data
- Fermentation Process Optimization22 prompts, like Fermentation Data Analysis and Trend Identification
- Microbial Ecology Analysis10 prompts, like Analyze Microbial Community Structure
- Clinical Trial Data Analysis5 prompts, like Analyze Clinical Trial Statistics
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
- Reviewed research evidence and writing workspaceBuild this to keep every claim tied to a source while you draft reviews, SOPs, and reports. Demo included.
- Evidence-backed research and reporting workspaceBuild this to move from a lab question to a cited, reviewable report in one owned workspace. Demo included.
- Specialist literature monitoringBuild this to track one narrow topic, such as carbapenem resistance in wastewater, with visible inclusion decisions. Demo included.
- Research data cleaningBuild this to clean plate counts, MIC tables, and sequence metadata with reversible, documented rules. Demo included.
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
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.
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