All-in-one AI plugin for quality control specialists
All-in-one AI plugin for Quality Control Specialists
17 skills, 269 prompts, 5 apps and 10 Grok Bot agents for defect analysis, non-conformance reports, audits and supplier quality, inside the AI you already use.

- 17skills
- 269prompts
- 12AI agents
- 12connections (MCP)
- 5apps
- 10Grok bots
What's inside
Your week fills up with defect reports, non-conformance paperwork, supplier scorecards, calibration logs and audit prep. The data sits in different files, and writing the report takes longer than finding the problem. You need answers fast, but the evidence has to hold up when someone asks for it.
17 quality control skills
Defect analysis, non-conformance reporting, root cause investigation, supplier quality, calibration checks, compliance reports, waste reduction and training material creation, each ready to run on your own production and inspection data.
269 ready-made prompts
Fifteen topics cover defect identification, root cause analysis, audits, supplier assessment, calibration schedules, customer feedback and more. Open one, paste your figures, get a finished draft in minutes.
5 apps you can build
A quality issue analyzer, a corrective action evidence desk, a bottleneck discovery studio, vendor performance reporting and a process measurement definition desk. Each keeps findings tied to real records.
10 Grok Bot agents
Quality Nonconformance, Root Cause Pareto, Capa Officer, SOP Writer, Quality Documentation Manager, Quality Manager QMS ISO13485, Compliance Specialist, Business Analyst, Process Optimization Assistant and Quality Trend Analyst.
Works in eight AIs
ChatGPT, Claude, Microsoft 365 Copilot, Gemini, Grok, Grok Bot, Cursor and Kimi. One download, same skills and prompts wherever your team already works.
Daily news, ideas, updates
Members get a live connection to Complete AI Training: the daily AI news for quality control, a new idea every day with the prompt to do it, and automatic skill updates.
A day with your plugin
This plugin drops into the AI you already use and gives it quality control training. Ask it to analyze a defect trend, draft a non-conformance report, build a supplier scorecard or plan an audit, and it works from your data with the same steps you follow on the floor.
- Morning
Open the daily idea and run the quality control analyst skill on yesterday's inspection figures to see which line produced the most defects.
- Late morning
A customer complaint lands. Use the non-conformance reporting assistant to draft the report and the root cause navigator to trace the likely cause before the production meeting.
- Afternoon
Supplier scorecard time. Run the supplier quality assessment assistant on delivery and defect records, then send the findings with the corrective actions listed.
- End of day
Two gauges are due for calibration. The calibration and maintenance scheduler logs today's checks, flags the overdue item and sets a reminder for next week.
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 Quality Control Specialist 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 quality control specialist 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 Quality Control Specialist 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 Quality Control Specialist 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 Quality Control Specialist 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 quality control specialists.
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 quality control specialist.
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 quality control specialist 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 quality control specialist?"Your AI introduces the plugin and suggests where to start.
- "Run the Operational Exception Pattern 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 quality control specialists and walks you through adding the ones you use, one app at a time.
- "Find a prompt for …"Picks one of the 269 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 quality control specialists 17
- quality control analystAnalyzes production, quality control, NCR, supplier, and audit data to find defects, trends, and root causes, and reviews or generates quality documentation. Use when the user need
- non conformance reporting assistantWrites NCRs, root cause analyses, corrective action plans, and verification reports, for example a full NCR from inspection data.
- qc root cause navigatorGuides you step by step through 5 Whys, fishbone, or fault tree until a validated root cause is confirmed.
- quality nonconformanceProvides regulated manufacturing expertise on investigation, disposition, corrective action, and supplier quality, such as ISO 13485 non-conformance handling.
- qc compliance report builderAnalyzes compliance data, builds compliance reports, tracks non-compliance trends, reviews policies, evaluates training, preps audits, manages compliance documents and monitoring t
- production risk analyzerTurns production data into risk matrices, RPN scores, SPC charts, and control plans, such as scoring a new process hazard.
Show all 14 skills
- operations qc insight partnerAnalyzes QC parameters and data into dashboards, FMEA, and capability studies, for example a Cp/Cpk study on fill volume.
- process improvement recommendation assistantFinds bottlenecks and improvement options using lean and KPI data, such as cutting changeover time on Line 3.
- supplier quality assessment assistantEvaluates supplier quality through audits, scorecards, and corrective action follow-up, for example rating a packaging supplier.
- calibration analysis assistantAnalyzes equipment calibration data and records to flag outliers, trends, and errors, check compliance, and organize schedules, certificates, and histories. Use when a quality cont
- calibration and maintenance schedulerBuilds and maintains equipment calibration and maintenance schedules, records, reminders, compliance reports, procedures, training materials, and cost analyses. Use when planning c
- waste reduction analystAnalyzes scrap, rework, and waste data to find reduction options, for example scrap cost by production line.
- defect identification guide builderCreates inspection checklists, visual aids, and defect classification guides, for example a visual guide for surface scratches.
- training material creation assistantDrafts and formats SOPs, work instructions, and training decks, for example a new operator training manual with a quiz.
Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.
Ready-made prompts 269
- Defect Identification19 prompts, like Analyze Production Data For Inefficiencies
- Continuous Improvement Planning22 prompts, like Quality Control Data Analysis for Improvement
- Process Optimization19 prompts, like Analyze and Improve SOPs
- Compliance Monitoring22 prompts, like Analyze Data for Compliance Issues
- Data Analysis for Quality Trends17 prompts, like Collect and Organize Quality Data
- Training Material Creation18 prompts, like Case Studies for Training
- Supplier Quality Assessment22 prompts, like Analyze Supplier Performance Trends
Show all 15 topics
- Product Testing Procedures21 prompts
- Risk Management17 prompts
- Customer Feedback Analysis6 prompts
- Calibration and Maintenance Schedules11 prompts
- Non-Conformance Reporting20 prompts
- Quality Audits21 prompts
- Root Cause Analysis13 prompts
- Waste Reduction Strategies21 prompts
Apps you can build with AI 5
- Quality issue analyzerConnect recurring defect symptoms to investigation evidence so root cause claims stay tied to records. Demo included.
- Quality corrective-action evidence deskKeep every corrective action closure backed by documented verification, ready for audit review. Demo included.
- Operational process bottleneck discovery studioTest what actually constrains output before you request new equipment or staff. Demo included.
- Vendor performance reportingTie every supplier finding to agreed measures and the records that support it. Demo included.
- Process measurement definition deskDefine process metrics with clear boundaries so numbers stay comparable across lines and shifts. 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 Operational Exception Pattern Agent". Each one also has a guided set-up with sample data on its page.
- Operational Exception Pattern AgentRecurring exceptions traced to causes with a testable fix.
- Construction Quality Checklist Adaptation AgentQuality checklists that cover every approved project requirement.
- Reagent Lot Qualification AgentShow with recorded data that a new reagent lot performs like the old lot before it is used for real samples.
- Data Entry Error Rate Audit AgentA known error rate by field and person, with coaching based on real examples
- Complaint to Batch Investigation AgentEach complaint is tied to a batch and a likely cause quickly, with a documented response.
- Janitorial Quality Inspection AgentBuild a fair inspection record and get repeated cleaning failures fixed.
- Packaging Supplier Qualification AgentQualify new packaging suppliers on evidence before the first order.
- Incoming Inspection Sampling AgentMatch inspection effort to each supplier's record and hold bad lots.
- Gauge Repeatability Study AgentProve that each gauge is reliable before its readings are trusted.
- Customer Complaint Investigation AgentFind the true root cause and reply with a fix that will be checked.
- Document Control Review AgentMake sure only current controlled documents are in use.
- Internal Audit Schedule AgentRun risk-based internal audits and close every finding with evidence.
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.
- Quality Control Plan MCP serverTurn a technical drawing PDF into a numbered inspection plan, a ballooned drawing and an Excel report.
- Jira MCP serverLet your AI look up, create, and update Jira issues, sprints, and comments for you.
- Jira & Confluence MCP serverLets your AI read and update Jira issues, sprints, comments and Confluence pages for you.
- TabPilot MCP serverLet your AI control the Chrome you're already signed into: read pages cheaply, click buttons, and fill tricky web forms.
- Box MCP serverLet your AI search your Box files, answer questions about them, and pull out details for you. Official. No install needed.
- BugHerd MCP serverLets your AI look up BugHerd projects, tasks and comments, and make simple changes for you.
- Redmine MCP serverLets your AI look up Redmine issues, projects, wiki pages, and time entries, and optionally create or update them.
- Human For AI MCP serverLet your AI hire a real human to check, test, or verify things in the real world. Official. No install needed.
- Snapshot Site MCP serverLet your AI take screenshots of web pages, compare before and after versions, and summarize what a page says. No install needed.
- Real Browser MCP serverLets your AI see and click around in the Chrome browser you already have open, with your logins.
- Loudcheck MCP serverAsk your AI whether an audio or video file meets broadcast loudness rules, and get a clear pass or fail.
- Excel MCP serverLets your AI create, read and edit Excel workbooks for you, without opening Excel.
Your Grok Bot team 10
- Quality NonconformanceManage non-conformance lifecycle, root cause analysis, and CAPA in regulated manufacturing.
- Root Cause ParetoBuild a decision-grade Pareto for downtime, defects, complaints, or delays with unit discipline and exposure normalization.
- Capa OfficerManage CAPA records from initiation to closure, tracking root cause analysis and effectiveness verification.
- SOP WriterTurns process walkthroughs into clean, consistent standard operating procedures.
- Quality Documentation ManagerManages document control, change control, and regulatory documentation compliance for medical device organizations.
- Quality Manager Qms Iso13485Helps you implement and maintain an ISO 13485 QMS for medical devices.
- Compliance SpecialistAssesses compliance gaps and prepares audit evidence for regulatory frameworks.
- Business AnalystAnalyzes business processes, gathers requirements, and identifies improvement opportunities for operational efficiency.
- Process Optimization AssistantOptimizes production quality by analyzing data, finding root causes, and driving improvements.
- Quality Trend AnalystAnalyzes quality data, spots trends, and drafts reports and action plans for quality control specialists.
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 quality control specialists, 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 quality control specialists, for all eight AIs
- All 17 skills, 269 prompts, 12 AI agents and 5 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 knowledge?
A plugin is a set of instructions and reference files that teaches your AI how to do quality control work. You download it once and add it through your AI's plugin or custom instructions menu. No coding and no setup calls.
Which AI does it work with?
ChatGPT, Claude, Microsoft 365 Copilot, Gemini, Grok, Grok Bot, Cursor and Kimi. You use the same plugin in whichever one your team already has, so nobody has to learn a new tool.
What is the difference between the member download and the $49 one-time plugin?
Members get the plugin through their subscription, plus the daily AI news, a new idea every day with the prompt, and automatic skill updates. The $49 one-time standalone plugin gives you the same skills and prompts with no daily news, ideas or updates.
Is my data safe?
The plugin is instructions and files, not a data service. Your chats stay with your AI provider and follow that provider's privacy and security terms. Nothing is sent to us.
How many downloads do I get?
Members can download 2 plugins a day. If you work across quality control and another area, you can pick up a second plugin for that role the same day.
Learn to use AI as a quality control specialist
The plugin does the work; the learning path shows you how to get the most out of it, step by step.