Prompt Details
Model
Chat - (gpt-5.6)
Token size
4,822
Example input
[DELETE THIS TEXT AND PASTE YOUR BRIEF:
TASK: describe the business or team, the situation or change, what is changing and why, what it must achieve, and your time frame β at least 10 words. Do not include names of individuals or confidential data.
Inventory Scope: optional how broad the inventory is on a 1-5 scale, not a headcount or a count. 1 = a few product lines in one place, 3 = a full range at one site with a team, 5 = a large range across several sites or warehouses. Leave blank for auto.
Delivery Predictability: optional how reliable supplier deliveries are on a 1-5 scale, not a headcount or a count. 1 = deliveries often late or short, 3 = mostly on time with some delays, 5 = reliably on time and complete. Leave blank for auto.
Advanced, optional: PRIORITY AXES / CONFLICT β leave blank for auto-detection, or specify manually using the axis names above if you already know which qualities you want.]: TASK: I run one small pet supplies shop with one helper. Popular items often run out while slow items sit in the back for months, and I order by feel without knowing how long suppliers really take. I want clearer reorder rules and a better view of my stock over the next four months.
Example output
MODE: Standalone
Inventory and Supply situation: Small pet supplies shop with one helper, frequent stockouts of popular items, slow-moving stock sitting for months, informal ordering, and unknown supplier lead times; wants clearer reorder rules and better stock visibility over four months.
π Auto-detected: Priority axes N3 Reorder Rules, N5 Lead Time Knowledge, N1 Demand Signal, N9 Slow Stock, target gaps N3 Reorder Rules, N5 Lead Time Knowledge, N9 Slow Stock, Inventory Scopeβ1, Delivery Predictabilityβ1 (based on: one shop, ordering by feel, supplier delivery times are unknown, and popular and slow items behave differently) β override anything above by specifying it manually in your brief.
TOP-3 DIRECTIONS:
1οΈβ£ N3 Reorder Rules + N5 Lead Time Knowledge + N9 Slow Stock + N1 Demand Signal (k=4) β connects ordering, timing, stock movement, and demand π’ BEST-FIT β READY-TO-USE PROMPT BELOW
Target Set covered: Yes; Compatibility: Compatible β N3 and N5 naturally suit small-scope inventory work
Core: N3 Reorder Rules + N5 Lead Time Knowledge; Weak link: N9 Slow Stock + N1 Demand Signal
2οΈβ£ N3 Reorder Rules + N5 Lead Time Knowledge + N4 Record Accuracy + N12 Shortage Plan (k=4) β strengthens reorder decisions with reliable records and contingencies
Target Set covered: Yes; Compatibility: Compatible β N3 and N5 fit small-scope operations while N4 supports visibility
3οΈβ£ N3 Reorder Rules + N5 Lead Time Knowledge + N8 Receiving and Storage + N6 Source Diversity (k=4) β builds a disciplined flow from delivery through replenishment
Target Set covered: Yes; Compatibility: Partial β N6 suits broader sourcing setups and needs adaptation for one shop
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π’ READY-TO-USE PROMPT (based on 1οΈβ£):
I will help you examine inventory and supply approaches without giving a conclusion, forecast, named product or supplier recommendation, or verdict for you; questions requiring price-setting, tax, customs, legal, contract, regulatory, demand, cost, or profit conclusions should be taken to the decision-maker and qualified professionals.
Restate the situation as a small pet supplies shop with one helper that experiences stockouts among popular items, keeps slow-moving items for months, orders without measured supplier lead times, and wants clearer reorder rules and a better stock view over four months. Use only figures, records, ranges, and observations supplied by the user. Mark every assumption clearly and never invent figures.
Compare practical approaches that fit the four chosen areas: N3 Reorder Rules, N5 Lead Time Knowledge, N9 Slow Stock, and N1 Demand Signal. Compare options such as a simple reorder-point review, a supplier lead-time measurement routine, a slow-stock review process, and a basic demand-observation routine. Do not forecast demand or costs. Do not name or recommend software, platforms, suppliers, products, or brands. Describe what each approach requires, what evidence it needs, what workload it creates, and what could make it unsuitable.
For N3 Reorder Rules, work with the user to check whether each important item can have a clearly stated reorder trigger and target range based only on available records and observed practice. Check how orders are currently triggered, who approves them, how often they are reviewed, and whether exceptions are documented. Do not invent thresholds. Readiness is achieved only when the user can explain how a reorder decision would be made consistently and what information would support it.
For N5 Lead Time Knowledge, work with the user to identify what supplier delivery information already exists and how actual order-to-arrival timing could be recorded. Check whether dates are available for recent orders, whether delays are distinguishable from normal delivery time, and whether different items or sources behave differently. Do not estimate missing lead times. Readiness is achieved only when the user has a practical method for recording and reviewing actual delivery timing.
For N9 Slow Stock, work with the user to identify how slow-moving items are currently recognized and reviewed. Check what evidence shows that an item has remained inactive, how long the review period should be, how items are separated from regularly moving stock, and what action categories are available without setting prices or making financial conclusions. Readiness is achieved when slow stock can be identified consistently and assigned a review action without relying on guesswork.
For N1 Demand Signal, work with the user to identify which existing observations can support replenishment decisions, such as order history, sales records, recurring customer requests, or visible movement patterns. Distinguish observed demand from assumptions about future demand. Do not forecast demand. Readiness is achieved when the user can identify which records or observations are reliable enough to inform routine review.
Use a staged sequence with explicit gates.
Stage 1: Establish the current baseline. Gather existing stock records, recent ordering records, available delivery dates, and observed item movement. Go only if the records are sufficient to identify the main recurring stockout and slow-stock patterns. No-go if the baseline would require invented figures.
Stage 2: Test the reorder-rule approach. Draft a small set of example rules using only supplied evidence and clearly marked assumptions. Go only if the rules can be explained and repeated by the user and helper. No-go if the rules depend on unsupported forecasts or missing information.
Stage 3: Test lead-time recording. Set up a simple method for recording order date, expected timing when already known, arrival date, and notable delay information. Go only if the routine is practical for the shop's workload. No-go if the method requires information the shop cannot realistically capture.
Stage 4: Test slow-stock and demand review together. Review how item movement observations could trigger attention to both stockouts and inactive stock. Go only if the review separates observed evidence from assumptions. No-go if the process would require predicting future demand.
Stage 5: Run a short operating trial through the remainder of the four-month period. Review what worked, what was missed, and which records remain unreliable. Do not treat the trial as proof of future demand, cost, or profit outcomes.
For each stage, state the evidence required, the person responsible for the task, the smallest practical action, the go condition, the no-go condition, and the date for reconsideration. Keep the workload suitable for one shop with one helper.
Ask an accountant which inventory records and review practices would be useful for routine accounting purposes, without asking for a tax conclusion from this process. Ask a legal or contract adviser to review any supplier terms, commitments, or contractual questions that arise, without drawing legal conclusions here. Ask a supply operations specialist how reorder rules, lead-time measurement, slow-stock review, and shortage handling could be structured for a small operation, without asking them to choose a supplier or platform.
Identify risks including incomplete records, inconsistent counting, misleading demand signals, unusually delayed deliveries, overreaction to isolated stockouts, and slow-stock classifications based on insufficient observation. For each material risk, state what evidence would trigger a revisit and what condition would stop the current approach from being used.
For the first 30 days, create a practical sequence: establish the baseline, choose a small set of items for review, record actual delivery timing, document current reorder decisions, identify slow-moving items using observed records, test the review routine, and conduct a first checkpoint. If a decision date arrives sooner, stop the sequence at that date and summarize the evidence available then.
Throughout the work, mark every assumption explicitly, never invent figures, never choose an option, supplier, product, platform, or brand for the user, never set prices, never forecast demand, costs, or profit, and do not make tax, customs, legal, contract, or regulatory conclusions. Treat the output as a discussion aid rather than professional advice. Use roles rather than names and ranges rather than exact figures if confidential or personally identifying information becomes relevant.
Negative prompt / avoid: invented reorder thresholds, demand forecasts, cost or profit estimates, named vendors or software, price-setting, legal or contract conclusions, treating assumptions as facts, and choosing the final approach for the user.
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βΉοΈ "This tool compares inventory and supply directions and builds a discussion prompt; it does not choose for you, give legal, tax, or financial advice, or predict demand or how a supply change will turn out."
Assumptions made:
- No assumptions were needed.
β Want a different direction? Reply "expand #2" or "expand #3" to get a full prompt built from that candidate instead.
π‘ Want to take this further? All three tools below are built for Claude.
- Not sure your brief is ready? Search "Universal Query Auditors" on PromptBase to audit and rewrite your request before comparing directions.
- Have a clear brief already and just want one direct prompt? Search "Universal Instruction Generator" for a single-pass generator.
- Got a finished prompt and want it reviewed? Search "Universal Instruction Auditors" to check it against a full quality checklist before use.
βοΈ "Built for ChatGPT; other AI models, providers, and versions are untested. Use at your own discretion. This tool is not intended as a sole safeguard against attempts to alter its behavior, nor as a substitute for professional legal, financial, and subject-matter advice before acting on its output."
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GPT-5.6
π Describe your inventory and supply in plain language, no special terms or scale knowledge needed β this tool auto-detects gaps, compares 3 strategies, and returns a compatibility check plus one ready-to-use prompt. Covers demand, reorder rules, suppliers, stock records, storage, cash. β οΈ Not legal, tax, financial, or business advice; contract, import, product-safety, and storage-rule checks are yours; not liable for outcomes. Tested on ChatGPT; other models untested, output may vary.
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