All-in-one AI plugin for manufacturing engineers
Manufacturing Engineers: The All in One AI Plugin
In one download: 17 skills, 25 prompts, 3 apps and 8 Grok Bot agents inside the AI you already use, so line problems, SOPs and cost cuts move faster.

- 17skills
- 25prompts
- 3apps
- 8Grok bots
What's inside
A line misses its target, scrap ticks up on one cell, and the schedule has shifted twice since Monday. The downtime log, the defect notes and last month's cost report sit in three places. You spend the week chasing numbers instead of fixing the process that makes them.
17 skills, plain names
Map a process, write an SOP, check a scrap spike, balance a line, or hunt cost savings. Each skill is one short job you hand to your AI, in words you already use.
25 prompts ready to paste
Eight topics cover your week: process documentation, line balancing, troubleshooting from your notes, quality support, production data, automation, safety and compliance, and improvement updates.
Three apps for hard calls
The bottleneck discovery studio tests what is actually limiting output before you ask for new equipment. Another app sets comparable process metrics with clear boundaries around each one.
8 Grok Bot agents on call
Odoo Manufacturing Advisor, Production Scheduling, Quality Nonconformance, Workflow Orchestrator, Business Analyst and more. Each takes a narrow job, so the answers stay on topic.
Works in eight AIs
ChatGPT, Claude, Microsoft 365 Copilot, Gemini, Grok, Grok Bot, Cursor and Kimi. Same plugin in whichever tool your company already pays for, with no new login to learn.
Daily news, ideas, updates
Members get a live feed of AI news for manufacturing, one new idea every day with the prompt to run it, and automatic updates as the skills improve.
A day with your plugin
The plugin drops 17 skills, 25 prompts, 3 apps and 8 Grok Bot agents into the AI you already use. You paste your own data and ask. It maps the process, runs the root cause, drafts the work instruction, and leaves the decision with you.
- Morning
You open the overnight downtime log and ask the production reporting skill to group lost minutes by line and shift, so the standup starts with real numbers.
- Late morning
One line keeps missing takt. You open the bottleneck discovery app and test whether the constraint is the machine, the changeover, or the way the work is scheduled.
- Afternoon
Scrap is climbing on one cell. You paste the defect notes and the current work instruction, then ask the quality nonconformance skill for a root cause and a corrective action draft.
- End of day
You refresh the work instruction that changed, using the process documentation skill, then run the cost savings finder over this month's energy, scrap and overtime figures.
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 Manufacturing Engineer 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 manufacturing engineer 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 Manufacturing Engineer 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 Manufacturing Engineer 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 Manufacturing Engineer 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 manufacturing engineers.
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 manufacturing engineer.
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 manufacturing engineer 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 manufacturing engineers 17
- process documentation assistantWrites process maps, SOPs and work instructions, like a changeover SOP with steps, times and revision control.
- lean manufacturing strategies assistantFinds waste and designs lean systems, like a value stream map that cuts 40 minutes of waiting per shift.
- continuous improvement plannerTurns defect logs into root cause analysis and improvement plans, like a 5 Whys on recurring surface scratches.
- production schedulingSequences jobs, balances lines and resolves bottlenecks, like reordering batches to cut changeover time on a press.
- operations process optimizerAnalyzes operations data for bottlenecks, waste and automation, like flagging a manual inspection step worth automating.
- process efficiency analystFinds efficiency gaps and cost drivers from process data, like comparing two cells making the same part.
Show all 14 skills
- quality control analysis assistantTraces defects, checks compliance and recommends quality fixes, like investigating a rise in out-of-tolerance bore diameters.
- production reporting assistantBuilds production reports on output, quality, downtime and cost, like a weekly shift summary for the plant manager.
- process optimization analystModels and tests processes with statistics and simulation, like a DOE to find the best weld parameter window.
- process improvement recommendation assistantTurns production data into improvement recommendations and SPC reports, like control limits for a filling line.
- manufacturing cost savings finderFinds and validates cost savings in production, energy and inventory, like scrap and rework cost per unit.
- quality nonconformanceRuns non-conformance investigations and corrective actions, like a CAPA for a supplier batch that failed incoming inspection.
- safety and compliance plannerChecks standards and drafts safety and audit material, like a lockout/tagout procedure and its training checklist.
- operations optimization assistantAnalyzes KPIs, resources and risk for improvement plans, like defining OEE measures across three plants.
Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.
Ready-made prompts 25
- Process Documentation Basics3 prompts, like Write Detailed Work Instructions
- Workflow And Line Balancing3 prompts, like Visualize Workflow for Optimization
- Troubleshooting From Descriptions3 prompts, like Explain Machine Fault Codes
- Quality Control Support4 prompts, like Draft Inspection Criteria For A Production Step
- Production Data Analysis3 prompts, like Interpret Shift And Line Metrics
- Automation And Tooling3 prompts, like Evaluate Automation Options For A Task
- Safety And Compliance3 prompts, like Draft A Process Risk Assessment
Show all 8 topics
- Improvement And Communication3 prompts
Apps you can build with AI 3
- Operational process bottleneck discovery studioTest what actually limits your output before you buy equipment, using your own line data. Demo included.
- Process measurement definition deskGet comparable process metrics by fixing where each measurement starts and stops. Demo included.
- Agentic workflow automation control workspaceCut manual repetition while keeping every automated step visible and reversible. Demo included.
Your Grok Bot team 8
- Odoo Manufacturing AdvisorConfigure Odoo Manufacturing: BoMs, work centers, routings, MRP runs, and production order workflows.
- Production SchedulingTranslate work orders into a minute-by-minute production sequence that maximises throughput at the constraint.
- Quality NonconformanceManage non-conformance lifecycle, root cause analysis, and CAPA in regulated manufacturing.
- Workflow OrchestratorDesigns, implements, and optimizes complex business process workflows with state management and error handling.
- Business AnalystAnalyzes business processes, gathers requirements, and identifies improvement opportunities for operational efficiency.
- Database Cloud Optimization Cost OptimizeAnalyze cloud spend and cut costs while keeping performance and reliability.
- Process Monitoring and Control AssistantMonitors and optimizes your process with real-time data analysis and predictive insights.
- Process Scaling OptimizerAnalyzes process data and models to optimize scaling, efficiency, and compliance.
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 manufacturing engineers, 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 manufacturing engineers, for all eight AIs
- All 17 skills, 25 prompts and 3 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 how do I install it without technical knowledge?
A plugin is a set of instructions and files your AI reads. You download one file and add it through your AI's plugin or extension menu. There is no coding. A short setup guide walks you through each step, and most people finish in ten minutes.
Which AI does it work with?
ChatGPT, Claude, Microsoft 365 Copilot, Gemini, Grok, Grok Bot, Cursor and Kimi. Install it in the one your team already uses. If your company switches tools later, download it again for the new one.
What is the difference between the member download and the $49 standalone plugin?
Members download it as part of their plan and also get the daily AI news, a new idea with its prompt each day, and automatic skill updates. The $49 one time standalone plugin is yours to keep but comes without the news, daily ideas or updates.
Is my data safe?
The plugin is instructions and files. It does not collect or store your data. Your chats stay with the AI provider you use, under your company's existing agreement and settings. Check with IT if you handle controlled drawings or customer specs.
How many downloads do I get?
You can download 2 plugins a day. That covers this one plus another job on your team, and you can download it again later to pick up the latest updates.
Learn to use AI as a manufacturing engineer
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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