All-in-one AI plugin for operations analysts
Operations Analyst: the all-in-one AI plugin
17 skills, 26 prompts and 7 apps that map processes, build dashboards and write your weekly ops report, inside the AI you already use.

- 17skills
- 26prompts
- 12AI agents
- 12connections (MCP)
- 7apps
- 11Grok bots
What's inside
Your week runs on numbers that come from everywhere: shift logs, ticket queues, supplier lead times, cost sheets. You rebuild the same reports by hand, chase definitions, and still get asked why a KPI moved. The analysis is fine. The time to get it in front of a decision maker is not.
17 operations skills
The weekly ops report skill turns raw data into what changed and what needs a decision. The process mapping skill finds bottlenecks. The cost benefit skill builds the case for a fix.
26 ready-made prompts
Grouped into nine topics: understand operational data, draft weekly reports, design dashboards, map and improve processes, forecast demand, run cost benefit analysis, present findings, automate reporting, document procedures.
7 apps you can build
Build a no-code operations portal that runs routine workflows and reporting in one place you own, or an evidence-backed dashboard workspace where every reported number traces back to its source.
11 Grok Bot agents
A team on call: weekly ops report, dashboard design, KPI dashboard design, forecast accuracy review, inventory demand planning, Power BI modeling and performance, performance monitor, efficiency metrics and process optimization.
Works in eight AIs
ChatGPT, Claude, Microsoft 365 Copilot, Gemini, Grok, Grok Bot, Cursor and Kimi. One download, same skills and prompts, whichever assistant your team already pays for.
Daily news and fresh ideas
Members get a live connection to Complete AI Training: AI news for Operations Analysts each day, one new idea with the prompt to run it, and automatic skill updates.
A day with your plugin
The plugin installs into ChatGPT, Copilot, Claude or Gemini and gives your AI the operations skills it was missing. Ask for a weekly ops report, a process map, a demand forecast or a cost benefit case and you get a structured draft you can check and send.
- Morning
Open the weekly ops report skill with last week's ticket and throughput numbers. It flags what changed, where it is concentrated, and the three items that need a decision today.
- Late morning
A shift lead says the pick and pack line is slow. Use the process mapping skill to lay out the current steps, mark the queue between two stations, and draft a future state with one fewer handoff.
- Afternoon
Your manager wants to know if a second packing station pays for itself. Run the cost benefit analysis skill with the labor, equipment and overtime numbers, and get a payback estimate plus the assumptions to check.
- End of day
Before you log off, use the no-code operations portal app to refresh the KPI dashboard and send the exceptions list to the shift managers, so tomorrow's standup starts from the same numbers.
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 Operations Analyst 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 operations analyst 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 Operations Analyst 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 Operations Analyst 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 Operations Analyst 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 operations analysts.
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 an operations analyst.
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 operations analyst 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 an operations analyst?"Your AI introduces the plugin and suggests where to start.
- "Run the Government Service Backlog Diagnosis 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 operations analysts 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 operations analysts 17
- operations efficiency analystAnalyzes ops data, maps and benchmarks processes, and builds improvement plans. Example: cut pick-pack cycle time after benchmarking three warehouse teams.
- operations data optimizerFinds inefficiencies in operations data and recommends KPI, resource, risk, and automation fixes. Example: late supplier deliveries drive 40% of rework.
- operational efficiency analysis assistantTurns process descriptions and data into ranked efficiency fixes. Example: prioritize three fixes that save 12 hours a week.
- weekly ops reportBuilds the weekly management report: what changed, where it is concentrated, what needs a decision. Example: flag a 9% backlog rise.
- operations optimization assistantReviews processes, KPIs, resources, quality, and supply chains for senior leaders. Example: name the two bottlenecks costing the most overtime.
- operational kpi dashboard designerDesigns and maintains KPI dashboards with trends and forecasts. Example: build a weekly dashboard for on-time delivery and defect rate.
Show all 14 skills
- process mapping and improvement assistantMaps current and future state processes and writes the documentation. Example: turn a messy invoice approval into a five-step flow.
- ops flow auditorAudits workflows for bottlenecks, standardization, technology, training, and reporting gaps. Example: find where handoffs between shifts lose two days.
- demand forecasting plannerBuilds demand forecasts and inventory recommendations from sales history and market trends. Example: set safety stock for the next quarter.
- cost benefit analysis assistantRuns ROI, NPV, payback, and scenario work for a proposed change. Example: compare two shift patterns before you commit.
- executive dashboard generatorTurns raw CSV or spreadsheet data into an executive Markdown dashboard. Example: convert a monthly ops export into a one-page summary.
- advanced analytics dashboardMaintains a metric register with source, formula, period, target, and owner. Example: settle which team owns the cost-per-order number.
- operations insight report builderBuilds decision-ready supply chain reports from sales, inventory, supplier, and cost data. Example: show which SKUs need a reorder this week.
- supply chain forecast plannerCleans demand data, evaluates forecasts, and runs scenarios. Example: test how a two-week supplier delay changes the plan.
Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.
Ready-made prompts 26
- Understand Operational Data3 prompts, like Summarize Operational Dataset Findings
- Draft Weekly Reports3 prompts, like Draft Weekly KPI Summary Report
- Design Performance Dashboards3 prompts, like Select KPIs for Operations Dashboards
- Map And Improve Processes3 prompts, like Map And Document A Workflow
- Forecast Demand And Capacity2 prompts, like Build Forecasting Assumptions
- Run Cost-Benefit Analysis3 prompts, like Cost-Benefit Analysis
- Present Findings To Stakeholders2 prompts, like Draft Executive Summary For Findings
Show all 9 topics
- Automate Reporting And Analysis3 prompts
- Document Ops Procedures And Admin4 prompts
Apps you can build with AI 7
- Evidence-backed data question and reporting workspaceBuild this to answer marketing ops questions fast while every number links back to its source. Demo included.
- Evidence-backed data analysis and reporting workspaceBuild this to cut the time from raw data to a shared report where each figure stays traceable. Demo included.
- Evidence-backed data analysis and reporting workspaceBuild this when finance asks for reviewed reports where every figure traces to its source. Demo included.
- No-code operations automation and analysis portalBuild this to run routine ops workflows and reporting in one portal you own. Demo included.
- Evidence-backed dashboard and anomaly reporting workspaceBuild this to keep dashboards and anomaly evidence in one owned workspace instead of scattered tools. Demo included.
- Plain-language data insight and dashboard workspaceBuild this to get plain-language dashboards without waiting on analysts or rented BI seats. Demo included.
- Evidence-backed search and dashboard workspaceBuild this to search your operations data and report results without switching tools or rechecking numbers. 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 Government Service Backlog Diagnosis Agent". Each one also has a guided set-up with sample data on its page.
- Government Service Backlog Diagnosis AgentFind the real administrative bottleneck behind a backlog.
- Event Sponsor Fulfilment Evidence AgentProof of delivery for every sponsor benefit.
- Matter Budget Evidence AgentEvery legal invoice checked against scope, rates and billing rules.
- Operational Exception Pattern AgentRecurring exceptions traced to causes with a testable fix.
- Transfer and Returns to Vendor AgentMove slow stock to where it sells and return eligible stock before windows close, with counts verified.
- Practice Production and Collections Review AgentThe practice sees why production or collections miss goal and the actions taken close the gap.
- Process Pilot Tracker AgentDecide every pilot on evidence: scale, change or stop.
- Sustainability Target Tracking AgentShow every site its progress against targets while there is still time to act.
- Customer Complaint Root Cause Rollup AgentTrace complaint themes to the operational causes and assign an owner to each one.
- Peak Season Labor Plan AgentBuild a labor plan that covers peak volume within the budget.
- Recurring Report Build AgentAn accurate recurring report that ties to source, ready for review each period
- Process Bottleneck Analysis AgentThe real process bottleneck identified with evidence and a targeted fix
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.
- Excel MCP serverLet your AI assistant open and work inside real Microsoft Excel on your Windows PC.
- Google Sheets MCP serverLets your AI read, write, and format your Google Sheets for you, right from the chat.
- Snowflake MCP serverLet your AI ask questions of your Snowflake data and get real answers back in the chat.
- BigQuery MCP serverAsk your AI questions in plain English and it reads your BigQuery data to answer them.
- MCP Analytics serverAsk your AI to run real statistical analysis on your data and get back a chart-filled report you can cite. No install needed.
- Excel Vision MCP serverLet your AI read Excel files fully, including the images and colors inside them.
- Algenta MCP serverLets your AI look up your datasets, run exact queries, and start agent runs that need your approval. Official.
- Microsoft SQL Server MCP serverAsk your AI questions about your SQL Server database and get answers, tables, and reports back.
- MySQL MCP serverLets your AI look inside a MySQL database and run queries for you, safely and read-only by default.
- Metabase MCP serverAsk your AI to explore Metabase dashboards, run safe SQL queries, and explain your data in plain words.
- DataCharter MCP serverLets your AI query your files and databases locally, with only the columns you allow and private details hidden.
- Redash MCP serverAsk your AI questions in plain English and it runs the SQL in Redash, then shows you the answer.
Your Grok Bot team 11
- Weekly Ops ReportTurn raw operational data into a weekly management report answering what changed, where concentrated, what needs a decision.
- Dashboard DesignBuild scannable analytics dashboards with modular cards, KPI hierarchy, and muted backgrounds.
- Kpi Dashboard DesignDesign KPI dashboards that drive business decisions with proven patterns.
- Forecast Accuracy ReviewEvaluate demand-forecast quality with WMAPE, bias, and Forecast Value Added vs. naive.
- Business AnalystAnalyzes business processes, gathers requirements, and identifies improvement opportunities for operational efficiency.
- Inventory Demand PlanningForecast demand, set safety stock, and plan replenishment for multi-location retail.
- Power Bi Data Modeling ExpertGuides Power BI data model design using star schema and Microsoft best practices.
- Power Bi Performance ExpertOptimizes Power BI model, report, and query performance using Microsoft best practices.
- Performance MonitorTracks system metrics, detects anomalies, and optimizes resource usage across multi-agent environments.
- Efficiency Metrics Development AssistantTurns raw process data into efficiency metrics, dashboards, and improvement plans for process improvement analysts.
- Business Process Optimization AssistantMaps, analyzes, and optimizes business processes with data-backed recommendations.
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 operations analysts, 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 operations analysts, for all eight AIs
- All 17 skills, 26 prompts, 12 AI agents and 7 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 files you add to your AI assistant. You download it once, follow the short install guide for your assistant, and the skills and prompts appear in your chats. No coding, no server, no IT ticket.
Which AI does it work with?
ChatGPT, Claude, Microsoft 365 Copilot, Gemini, Grok, Grok Bot, Cursor and Kimi. Use the same download in whichever assistant your team already has. If you switch tools later, you keep your skills and prompts.
What is the difference between the member download and the $49 one-time standalone plugin?
The $49 standalone plugin is the plugin only. Members get the same plugin plus a live connection to Complete AI Training: daily AI news for this job, a new idea every day with the prompt, and automatic updates when skills change.
Is my data safe?
The plugin is instructions and files, not a place your data is stored. Your chats stay with your AI provider under the terms you already agreed to. Nothing is sent to us, and nothing runs on a server we control.
How many downloads do I get?
Two plugin downloads a day. That is enough for your main assistant and a second one, or for a colleague who wants to try it. Your member download includes the daily news, ideas and skill updates.
Learn to use AI as an operations analyst
The plugin does the work; the learning path shows you how to get the most out of it, step by step.