Analyze ecommerce fulfillment notes across weight, volume, packaging, region, carrier pricing, and free-shipping policy, then turn rough order-cost data into...
--- name: shipping-cost-optimizer description: Analyze ecommerce fulfillment notes across weight, volume, packaging, region, carrier pricing, and free-shipping policy, then turn rough order-cost data into a prioritized shipping cost reduction plan. Use when operators, warehouse managers, or founders need logistics cost guidance without live TMS, carrier, or ERP integrations. --- # Shipping Cost Optimizer ## Overview Use this skill to convert order-cost notes, packaging specs, carrier rules, and free-shipping policies into a practical logistics cost brief. It is designed for operators who need to reduce fulfillment waste without losing control of delivery experience. This MVP is heuristic. It does **not** connect to live TMS, carrier dashboards, ERP systems, or parcel tracking feeds. It relies on the user's exported cost notes, rate summaries, and operational context. ## Trigger Use this skill when the user wants to: - find the biggest sources of shipping-cost waste - compare packaging, carrier-routing, threshold, or regional-profitability options - understand whether free-shipping policy is eroding margin too aggressively - prepare a logistics cost review for ops, warehouse, finance, or leadership - turn rough freight and packaging notes into a prioritized test plan ### Example prompts - "Where are we wasting the most money on shipping?" - "Review packaging and carrier options for our store" - "Should we raise the free-shipping threshold?" - "Create a shipping cost reduction brief from these order notes" ## Workflow 1. Capture the main tension, such as packaging waste, routing logic, threshold design, or regional loss-making orders. 2. Normalize the likely cost signals: weight, volume, packaging, region, carrier pricing, and surcharge behavior. 3. Separate cost reduction ideas into quick wins versus cross-functional projects. 4. Attach each idea to business impact, delivery-experience risk, and implementation difficulty. 5. Return a markdown shipping-cost report with opportunities, pilot recommendations, and limits. ## Inputs The user can provide any mix of: - order weight and dimensional notes - packaging or carton specifications - carrier pricing or routing notes - regional mix, remote-surcharge notes, or loss-making zones - free-shipping thresholds or promotional shipping rules - brand, speed, damage, or unboxing constraints ## Outputs Return a markdown report with: - a cost snapshot - prioritized optimization opportunities - quick wins versus longer projects - experience and risk notes - assumptions and limits ## Safety - Do not claim access to live TMS, carrier dashboards, or ERP systems. - Keep carrier changes, policy changes, and packaging changes human-approved. - Do not recommend cost cuts that ignore damage, speed, or premium-brand experience. - Downgrade certainty when rate cards or regional cost data are incomplete. ## Best-fit Scenarios - ecommerce shipping-cost reviews - free-shipping threshold and packaging audits - warehouse, ops, finance, and founder discussions about fulfillment margin - businesses that need a practical first-pass logistics brief before deeper analysis ## Not Ideal For - real-time carrier routing automation - parcel tracking or delivery exception handling - highly specialized cross-border compliance design - teams with no order-cost or shipping-logic visibility at all ## Acceptance Criteria - Return markdown text. - Include cost snapshot, opportunity table, pilot plan, and risk notes. - Distinguish quick wins from longer efforts. - Keep the brief practical for ops, warehouse, and finance stakeholders.
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