All-in-one AI plugin for food scientists
The all-in-one AI plugin for Food Scientists
One download gives your own AI 17 skills, 26 prompts, 3 apps and 5 Grok Bot agents for labeling, shelf life, process work and supplier specs.

- 17skills
- 26prompts
- 12AI agents
- 12connections (MCP)
- 3apps
- 5Grok bots
What's inside
Your week is full of small questions that each eat an hour. Is this claim allowed on the label. Will this batch hold its texture for 12 months. Which supplier spec changed. What caused the fill weight drift. You dig through old files and rebuild the same spreadsheet, then write the update.
17 skills for your work
Check label and packaging compliance, forecast shelf life, compare barrier films, find defects, monitor process lines, optimize chemical steps, vet suppliers, summarize papers, draft stakeholder updates and build hypotheses.
26 prompts by topic
Product development basics, nutrition and labeling math, food safety and HACCP, process troubleshooting, shelf life and stability, regulatory claims, ingredient and supplier specs, and documentation updates. Fill in your numbers and go.
3 apps to keep track
A protocol documentation assistant, a searchable research library, and a research reading and source tracker. They keep version history and source provenance so you do not re-read the same paper twice.
5 Grok Bot agents
FDA food safety auditor, nutrition analyzer, food database query, lab sample analysis assistant, and experiment planning assistant. Useful when you want a second pass on a study or a quick check.
Works in eight AIs
ChatGPT, Claude, Microsoft 365 Copilot, Gemini, Grok, Grok Bot, Cursor and Kimi. You keep the AI you already pay for. The plugin is a set of instructions and files you add to it.
Daily news and ideas
Members get a live connection to Complete AI Training: the daily AI news for food science, a new idea every day with the prompt to run it, and automatic updates when skills change.
A day with your plugin
The plugin puts 17 skills, 26 prompts, 3 apps and 5 Grok Bot agents inside the AI you already use. You install it once. Then you ask in plain words, like check this label claim or compare these two films, and you get an answer with the reasoning shown.
- Morning
A label draft lands in your inbox. You run the label and packaging compliance check skill on the claims and the nutrition panel before design goes further.
- Late morning
A line reports fill weight drift. The process monitoring and control helper reads the last two weeks of data and flags the two shifts where the trend started.
- Afternoon
Marketing asks if the new film keeps crisps crisp for 12 months. The barrier packaging analysis helper compares the two candidate films on moisture permeability and gives a shelf life estimate.
- End of day
You need to update the team. The stakeholder update kit turns your notes into a short status, and the protocol documentation app saves the version history for the trial you closed.
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).
- On a computer, open chatgpt.com/gpts/editor in your browser (or in ChatGPT: GPTs in the left menu, then + Create at the top right). You need a paid ChatGPT plan (Plus, Pro, Business or Enterprise) to make a GPT, and it can't be done in the phone app.
- You see two tabs at the top, Create and Configure: click Configure.
- Name it Food Scientist 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: at chatgpt.com go to Settings → Plugins → Create, add the Complete AI Training server and sign in with your membership. Your Connect page 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 food scientist 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 Food Scientist 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 Food Scientist 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 Food Scientist 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 food scientists.
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 food scientist.
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 food scientist 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.
Once it's installed, type this
- "What can you help me with as a food scientist?"Your AI introduces the plugin and suggests where to start.
- "Run the Process Parameter Window Study Agent"Starts one of your 12 AI agents. It asks you a few questions first, then runs the task step by step and checks with you before anything important.
- "Which apps can you connect to?"Your AI lists the 12 connections for food scientists and walks you through adding the ones you use, one app at a time.
- "Find a prompt for …"Picks one of the 26 ready-made prompts and asks for your details.
Everything in the plugin
Your AI picks the right part by itself. You can also ask for one by name.
Skills for food scientists 17
- labeling and packaging compliance reviewerChecks labels and packaging against regulations, claims, translations, and change control. Example: spotting an unapproved health claim on a US snack label.
- process optimization analystMaps processes, designs experiments, finds root causes, and models cost. Example: cutting bake time variance on a cracker line.
- technical research documentation assistantTurns sources and data into reports, manuals, reviews, and proposals. Example: writing a literature review on clean-label starches.
- process monitoring and control assistantReads process data for trends, anomalies, faults, and energy use. Example: flagging drift in a pasteurizer temperature log.
- statistical analysis guideCleans data, picks tests, runs ANOVA or regression, interprets results. Example: testing whether two recipe versions differ in sensory scores.
- barrier protection analysis assistantCompares barrier materials, permeability, seal failures, and shelf-life impact. Example: checking if a new film meets a 9-month moisture target.
Show all 14 skills
- packaging design optimizerWeighs material, structure, cost, sustainability, logistics, and usability. Example: choosing a pouch format that survives pallet stacking.
- supplier research and analysis assistantVets suppliers on capability, risk, cost, compliance, and diversity. Example: comparing three cocoa suppliers before a contract renewal.
- defect identification assistantFinds defects in images, logs, or text and drafts prevention plans. Example: grouping color defects in a batch of tortillas by likely cause.
- chemical process optimizerSimulates reactor and plant parameters for efficiency, cost, quality, compliance. Example: testing yield gains from a lower reaction temperature.
- pm stakeholder comms kitDrafts updates, agendas, decks, summaries, and risk messages. Example: a monthly R&D update for marketing and operations.
- research paper summarizerSummarizes papers, compares studies, formats citations, builds review workflows. Example: a table comparing five studies on sodium reduction.
- hazard identification assistantBuilds hazard analyses, risk assessments, checklists, incident reports, emergency plans. Example: a HACCP hazard list for a new ready-to-eat salad line.
- hypothesis formulation assistantFinds gaps, drafts testable hypotheses, and plans study design. Example: turning a shelf-life observation into a testable research question.
Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.
Ready-made prompts 26
- Product Development Basics3 prompts, like Brainstorm New Food Product Concepts
- Nutrition and Labeling Calculations3 prompts, like Estimate Recipe Nutrient Content Per Serving
- Food Safety and HACCP3 prompts, like Draft HACCP Hazard Analysis
- Process Troubleshooting and Optimization3 prompts, like Troubleshoot a Batch Process Defect
- Shelf-Life and Stability3 prompts, like Design a Shelf-Life Study Protocol
- Regulatory and Claims3 prompts, like Explain a Food Regulation in Plain English
- Ingredient Quality and Supplier Specs3 prompts, like Draft a Raw Ingredient Specification
Show all 8 topics
- Documentation and Stakeholder Updates5 prompts
Apps you can build with AI 3
- Protocol documentation assistantKeeps protocols complete and versioned so nothing gets invented or lost between revisions. Demo included.
- Searchable research library and data stewardship consoleFinds saved studies and specs fast, with source and review state attached. Demo included.
- Research reading and source stewardship consoleCuts repeat reading and citation rework while keeping every source traceable. Demo included.
AI agents 12
In the download. An agent runs a whole recurring task for you, step by step, and asks you before anything important. Ask your AI: "Run the Process Parameter Window Study Agent". Each one also has a guided set-up with sample data on its page.
- Process Parameter Window Study AgentDefine an operating window that the data actually support, with extra runs where it is thin.
- Cleaning Validation Review AgentShow that every cleaning result meets its acceptance limit or has a documented corrective action.
- Raw Material Variability Study AgentIdentify which raw material attributes drive process outcomes and propose tighter specifications backed by data.
- Feedstock Price and Margin Impact AgentMargin effects of price changes are known within days, with tested options for products that fall below target.
- Supplier Change Notice Impact AgentEvery supplier change is assessed, tested and approved or rejected before the new material enters production.
- Sugar Reduction Reformulation AgentA reduced sugar formula that meets sweetness, texture, cost and claim targets after a few trials.
- Allergen Changeover Review AgentEvery recipe and line change is checked for allergen cross-contact with a documented control before production.
- Sensory Panel Analysis AgentA consistent sensory analysis in which unreliable panelists are identified and their effect on conclusions is shown.
- Traceability Drill AgentA complete trace of one lot both ways within the target time, with every gap documented and fixed.
- Ingredient Market Approval Check AgentA formula whose every ingredient is cleared for each target market or has a documented alternative.
- Environmental Swab Trend AgentPatterns in environmental results are found and resolved early, not after a product positive.
- Complaint to Batch Investigation AgentEach complaint is tied to a batch and a likely cause quickly, with a documented response.
Connections (MCP servers) 12
A guide in the download. A connection lets your AI work in an app you already use. You add only the ones you use: ask your AI "Which apps can you connect to?" and follow the steps on each connection's page.
- NCBI PubMed MCP serverSearch PubMed's millions of research articles and get summaries, authors, and related papers through your AI.
- Scholar MCP serverYour AI can search academic papers, read them, map citations, and save them into a personal library.
- Research Hub MCP serverLets your AI search for papers, save them to Zotero, and write notes into your Obsidian vault for you.
- Google Scholar MCP serverLets your AI search Google Scholar and pull ready-made citations for papers you find. No install needed.
- PubMed MCP serverLets your AI search medical and life sciences papers on PubMed and read their abstracts and full text.
- Mendeley MCP serverLets your AI search your Mendeley library, read your papers, and organize your folders for you.
- Web Researcher MCP serverLets your AI search trusted sites, read full articles, and give you real, clickable sources.
- Annota MCP serverLet your AI read your Zotero papers, highlight key findings, explain formulas, and save reading notes back to your library.
- Google Search MCP server (AceDataCloud)Lets your AI run Google searches for web, images, news, videos, places and maps, and hand you the results. No install needed.
- Zotero MCP server (Zoteus)Lets your AI search your Zotero library, pull PDF passages with page numbers, and format citations. No install needed.
- Bing Search MCP serverLets your AI search the web, news, and images through Microsoft Bing while you chat.
- arXiv MCP serverLets your AI search arXiv for research papers and pull up their details and full text. No install needed.
Your Grok Bot team 5
- Fda Food Safety AuditorAudits food safety plans against FSMA, HACCP, and PCQI standards.
- Nutrition AnalyzerAnalyze nutrition data, identify patterns, and give personalized dietary advice.
- Food Database QueryQuery structured food data for nutrition, comparisons, and calculations.
- Lab Sample Analysis AssistantStreamlines lab sample analysis from data entry to reporting with AI assistance.
- Experiment Planning AssistantPlans experiments from literature to approval, with budget, risk, and team coordination.
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 food scientists, and for 500 other jobs
- Daily AI news and a new idea every day, inside your AI
- Skills update by themselves
- 700+ video courses and certificates
- Download up to 2 plugins a day
Pay on Stripe's secure page, no questions first. You're back here straight after, ready to download.
This plugin only
Standalone plugin
$49 once
- The plugin for food scientists, for all eight AIs
- All 17 skills, 26 prompts, 12 AI agents and 3 apps
- The connections guide
- 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 how do I install it without technical skills?
A plugin is a set of instructions and files you add to the AI you already use. You download one file, follow a short guide with pictures, and paste it into your AI. No coding, no new software, no IT ticket.
Which AI does it work with?
ChatGPT, Claude, Microsoft 365 Copilot, Gemini, Grok, Grok Bot, Cursor and Kimi. Use the one your company already approves. The skills and prompts work the same way in each, so you can switch without relearning anything.
What is the difference between the member download and the $49 one-time plugin?
The $49 one-time plugin gives you the skills, prompts and apps with no daily news, no daily idea and no skill updates. Members get the same plugin plus the live connection, the daily AI news, a new idea every day and automatic updates.
Is my data safe?
The plugin is instructions and files, not a database that stores your work. Your chats stay with your AI provider under the terms you already agreed to. Nothing from your label drafts, process data or supplier specs is sent to us.
How many downloads do I get?
You can download 2 plugins a day. That covers this plugin and one more for another part of your role, or a second device. There is no limit on how many times you install it after that.
Learn to use AI as a food scientist
The plugin does the work; the learning path shows you how to get the most out of it, step by step.