StealthyPrompts AI Prompt Toolkit — Vol. 1: Supply Chain Operations
What is this?
This is a toolkit of 28 ready-to-use AI prompts covering the five most common supply chain and operations pain points in small and midsize businesses: supplier negotiations, inventory management, SOPs and documentation, reporting, and warehouse operations.
Each prompt is a complete, professionally architected work order for your AI tool. You copy it, fill in your real business information, paste it into Claude or ChatGPT, and get a specific, actionable output built for your situation... not a generic answer.
Who is this for?
This toolkit was built for:
- Operations managers and supply chain professionals at small and midsize manufacturers
- Warehouse managers who are gut-ordering and firefighting instead of following a system
- Small business owners who wear the operations hat because nobody else does
- Anyone whose ERP has more capability than their team is using
- Companies that have been meaning to document their processes and keep running out of time
It works across industries. Whether you call your list a pick list, load list, ingredient list, or shopping list... whether you run a manufacturing plant, event rental company, restaurant, or medical facility... the operational challenges are more similar than different.
What is inside:
Section 1: Supplier Communications & Negotiations (6 prompts) Build a resilient 3-tier supplier strategy. Draft vendor commitment letters with price protection clauses. Handle supplier pushback without damaging the relationship. Write professional price review requests. Never be single-sourced again.
Section 2: Inventory & Demand Forecasting (6 prompts) Analyze demand patterns before making any ordering decision. Build seasonal demand plans. Calculate safety stock the right way. Set reorder points by SKU. Classify your inventory health. Create a dead stock recovery and root cause plan.
Section 3: SOPs & Documentation (6 prompts) Draft SOPs from a plain-language description. Build a complete receiving SOP — standard and ISO-aligned versions. Create RACI matrices that expose accountability gaps. Write 8D corrective action reports. Issue formal supplier CAPAs.
Section 4: Reporting & Executive Summaries (5 prompts) Write weekly operations summaries for leadership. Build KPI scorecards with narrative. Quantify material usage variance in dollars. Summarize supply chain disruptions. Present cost savings initiatives with payback periods.
Section 5: Warehouse & Operations (5 prompts) Design a location addressing system. Build a part numbering system. Optimize your pick list sort order and pick path. Plan shelf space for growth. Assess whether to optimize or reorganize your warehouse layout.
What makes these prompts different:
Every prompt in this toolkit is built with a six-component architecture that no other prompt pack uses:
Objective Lock: keeps the AI focused on your specific task and prevents drift
Bracket Quality Reminder: ensures your inputs are specific enough to get specific output
Output Destination: tells the AI exactly what system to format for, so the output actually works in your ERP, spreadsheet, or document
Clarification Check: the AI asks you questions before generating if your inputs are unclear
Review Checkpoint: the AI stops after delivering output and waits for your confirmation before continuing
What Good Looks Like: a plain-language description of what a strong output should include so you know when to accept and when to push back
Also included:
Specialist Quick Reference Card: a one-page guide showing all six specialist slash commands (/diagnose, /supplier, /inventory, /sop, /reporting, /warehouse) with starter prompts for each. Find the right prompt in under 60 seconds.
Bonus: Take Imperfect Action Guide: for the operator who knows something is broken and does not know where to start. Includes a diagnostic prompt that identifies your top root causes and tells you which toolkit prompt to run first.
Bonus: How to Use AI Prompts and Build Your Own: a complete guide to getting the most out of every prompt in this toolkit plus a template for building your own prompts for your specific business.
Works with:
Claude (claude.ai) · ChatGPT (chat.openai.com) · Microsoft Copilot · Any major AI tool
No technical experience required.
If you can copy, paste, and fill in the blanks... you can use this toolkit.
