Inventory management for e-commerce: WMS integration (warehouse management systems), dropshipping, 3PL (ShipBob, Flexport), demand forecasting, lot/batch tracking, inventory valuation (FIFO/LIFO/ weighted average), cycle counting, stock tracking (available, reserved, committed), multi-location inventory, backorder handling, reservation patterns, stock alerts, and inventory sync across channels.
Product catalog design for e-commerce: headless platforms (Shopify, Medusa, Saleor, commercetools, Vendure), PIM integration (Akeneo, Pimcore, Salsify), data modeling (products, variants, attributes, categories, collections), GS1/GTIN barcodes, configurable/bundled products, dynamic pricing, reviews and ratings (Bazaarvoice, Yotpo), feed syndication (Google Shopping, Facebook Catalog), schema.org Product markup, tax calculation (Avalara, TaxJar), multi-language/localization, catalog search indexing, and image/media management.
Manage the WealthWise Docker/Podman Compose development environment. Triggers when asked to "start Docker", "start Podman", "bring up the containers", "stop Docker", "show Docker logs", or "restart the dev environment". Does NOT trigger implicitly.
When the user wants to optimize retail store replenishment, calculate reorder points for stores, or manage continuous replenishment. Also use when the user mentions "store replenishment," "auto-replenishment," "min-max inventory," "store orders," "DC to store," "continuous replenishment," or "vendor-managed inventory (VMI)." For initial allocation, see retail-allocation. For DC operations, see warehouse-design.
When the user wants to manage product shelf life, implement FEFO (First-Expired-First-Out), optimize freshness, or handle perishable products. Also use when the user mentions "expiration management," "date code tracking," "FEFO," "freshness optimization," "waste reduction," "markdown management," or "spoilage prevention." For food supply chain, see food-beverage-supply-chain. For pharmaceutical expiry, see pharmaceutical-supply-chain.
When the user wants to implement shipment tracking, product traceability, or supply chain visibility. Also use when the user mentions "tracking," "traceability," "visibility," "serialization," "lot tracking," "batch tracking," "chain of custody," "provenance," "track and trace," or "shipment monitoring." For control towers, see control-tower-design. For compliance, see compliance-management.
When the user wants to optimize slotting fees, negotiate trade terms with retailers, plan new product introductions, or manage retail shelf space economics. Also use when the user mentions "slotting allowances," "shelf placement fees," "new item setup fees," "retail listing fees," "pay-to-stay," or "category management fees." For promotional planning, see promotional-planning. For retail replenishment, see retail-replenishment.
When the user wants to apply computer vision in warehouses, detect defects, track packages, count inventory, or automate visual inspection. Also use when the user mentions "computer vision," "image recognition," "object detection," "barcode reading," "package tracking," "quality inspection," "YOLO," "RCNN," "image classification," or "warehouse automation with vision." For general ML, see ml-supply-chain.
When the user wants to implement sustainable procurement practices, evaluate supplier sustainability, or develop responsible sourcing programs. Also use when the user mentions "sustainable procurement," "responsible sourcing," "ESG sourcing," "ethical sourcing," "green procurement," "supplier sustainability," "sustainable suppliers," "social responsibility," or "environmental sourcing." For carbon tracking, see carbon-footprint-tracking. For circular economy, see circular-economy.
When the user wants to model inventory systems with uncertain demand, optimize safety stock levels, implement (s,S) or (Q,r) policies, or analyze service levels under uncertainty. Also use when the user mentions "stochastic inventory," "probabilistic inventory," "(Q,r) policy," "(s,S) policy," "base stock policy," "safety stock optimization," "service level constraints," "lead time demand distribution," "fill rate calculation," or "inventory with demand uncertainty." For deterministic models, see economic-order-quantity or lot-sizing-problems. For single-period uncertainty, see newsvendor-problem.
When the user wants to plan promotions, optimize trade spending, forecast promotional lift, or manage promotional supply chain. Also use when the user mentions "trade promotions," "promotional forecasting," "TPM," "TPO," "promotional uplift," "feature and display," "markdown optimization," or "promotional calendar." For pricing optimization, see markdown-optimization. For demand forecasting, see demand-forecasting.
Generates Stitch screens from authored prompt files using MCP tools. Reads prompt sections, sends each to Stitch for generation, and fetches resulting images and code. Use when user mentions "generate in stitch", "create stitch screens", "run prompts in stitch", "send prompts to stitch", "generate screens from prompts", "fetch stitch images", or has prompt-v*.md files ready for generation. Requires Stitch MCP server.
When the user wants to design or optimize replenishment strategies, determine replenishment policies, or improve inventory flow between locations. Also use when the user mentions "inventory replenishment," "stock replenishment," "min-max inventory," "DRP," "auto-replenishment," "vendor-managed inventory," "forward pick replenishment," or "retail store replenishment." For safety stock calculations, see inventory-optimization. For multi-echelon networks, see multi-echelon-inventory.
When the user wants to design a warehouse, optimize warehouse layout, determine facility size, or configure storage systems. Also use when the user mentions "warehouse layout," "facility design," "warehouse sizing," "storage systems," "material flow," "pick path design," "dock configuration," or "space utilization." For warehouse location selection, see facility-location-problem. For slotting existing warehouses, see warehouse-slotting-optimization.
Implement and test custom color schemes, themes, and visual variants for the emotive-mascot website and demos. Use when applying new color palettes, creating themed variants, or A/B testing visual designs.
Simulate multiple reader personas to score a chapter (爽点/困惑/信息负荷) and propose actionable alternatives.
Looplia writer skill for assembling final writing kits. Combines content analysis and ideas into structured output with suggested outlines. Creates comprehensive WritingKit JSON with all components.
Looplia writer skill for generating content ideas with personalization. Reads user profile for context. Generates hooks, angles, and thought-provoking questions. Use after media-reviewer to transform analysis into creative content ideas.
Generates UI components in National Design Studio style. Use when building government websites, landing pages with Instrument Serif typography, warm beige or dark navy themes, full-viewport heroes, or when user mentions NDS, realfood.gov, trumprx.gov, or "America by Design" aesthetic.
Semantic validation patterns for PROJECT.md alignment (GOALS, SCOPE, CONSTRAINTS, ARCHITECTURE)
This skill should be used when designing system architecture, making architectural decisions, or evaluating design patterns. It provides guidance on common patterns, ADR templates, design principles, and tradeoff analysis.
