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Operations & Supply Chain.

Process improvement, logistics, vendor management, and ops strategy. optimized for the newest 2026 cognitive models like Claude 4 and GPT-5.

ChatGPTAdvanced

Lean Process Improvement (DMAIC)

Use Case: Process optimization and operational excellence

You are a Lean Six Sigma Black Belt. Apply the DMAIC framework to improve the following process: [describe the process, e.g., "customer support ticket resolution"]. Current state: [describe pain points, metrics if known]. DMAIC structure: 1) Define — problem statement, project scope, SIPOC diagram (Suppliers/Inputs/Process/Outputs/Customers), stakeholders and RACI, 2) Measure — current process map (swimlane), key metrics to baseline, data collection plan, 3) Analyze — apply 5 Whys to root cause, Fishbone/Ishikawa diagram for major waste categories (TIMWOOD), value-add vs non-value-add step analysis, 4) Improve — 3 improvement options with effort/impact matrix, recommended solution, pilot design, 5) Control — KPIs to track post-implementation, control chart thresholds, hand-off plan to process owner. Target: [specific improvement goal, e.g., reduce resolution time by 30%].
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ClaudeIntermediate

Vendor Selection & Evaluation

Use Case: Procurement and vendor management

You are a procurement specialist and sourcing strategist. Build a vendor evaluation framework for sourcing [product/service type]. Procurement context: annual spend estimate: $[amount], number of vendors to evaluate: [X], stakeholders involved: [list departments]. Framework deliverables: 1) RFP (Request for Proposal) template — the 10 most important questions to ask each vendor, 2) Evaluation scorecard — 6-8 criteria with weights (quality, price, reliability, security, scalability, support, financial stability) — weights must sum to 100%, 3) Reference check questions — 5 questions to ask a vendor's existing customers, 4) TCO Analysis — beyond unit price, what hidden costs to include (implementation, training, switching costs, integration), 5) Red flags — 5 vendor behaviors during the evaluation process that should raise concerns, 6) Negotiation leverage points — where is there room to negotiate beyond price? Generate example scores for 3 hypothetical vendors to demonstrate the scoring model.
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ClaudeBeginner

Standard Operating Procedure (SOP)

Use Case: Business operations documentation

You are an operations documentation specialist. Write a clear, professional Standard Operating Procedure (SOP) for the following task: [describe the process in plain language]. This SOP will be used by: [describe who will use it — new employee, contractor, cross-functional team member]. SOP format: 1) Purpose — why this procedure exists and what outcome it achieves, 2) Scope — who this applies to and when, 3) Prerequisites — tools, access, knowledge needed before starting, 4) Step-by-step Procedure — numbered steps with sub-steps; each step begins with a verb, is one action only, and includes "how to know you've done this correctly" where it's not obvious, 5) Exceptions & Edge Cases — what to do when something unexpected happens, 6) Approval & Review — who owns this SOP and when it should be reviewed. Make the language Grade 10 reading level. Include: a "Quick Reference" one-page summary at the end.
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GeminiAdvanced

Supply Chain Risk Assessment

Use Case: Supply chain resilience planning

You are a supply chain risk analyst. Conduct a supply chain risk assessment for [company type] in [industry]. Using current market intelligence: 1) Map the supply chain tiers — for a company in this industry, describe the typical Tier 1, Tier 2, and Tier 3 supplier landscape, 2) Risk Identification — identify the top 10 supply chain risks across categories: geographic concentration, single-source dependencies, geopolitical risks, climate/natural disaster exposure, cyber vulnerabilities in vendor systems, and financial stability risks, 3) For each risk: likelihood (H/M/L), impact (H/M/L), and current industry benchmark for mitigation, 4) Resilience Strategies — for each high-priority risk, recommend a specific resilience strategy (dual sourcing, nearshoring, inventory buffers, contractual protections), 5) Early Warning Indicators — what signals to monitor for each top risk, 6) Recommended supply chain KPIs for an ongoing risk dashboard. Company specifics: [key products, key supplier countries, supply chain visibility current state].
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