supply-chain-skills

Plugin supply-chain-skills from marketplace awesome-supply-chain in kishorkukreja/awesome-supply-chain. Commands read from the repo's manifest — 1 month ago.

Skills (133)

• 1d-cutting-stock

  When the user wants to cut 1D materials optimally, minimize waste in linear cutting, or solve one-dimensional cutting stock problems. Also use when the user mentions "1D cutting," "linear cutting optimization," "rod cutting," "pipe cutting," "beam cutting," "trim loss," "cutting stock problem," "pat

• 2d-bin-packing

  When the user wants to pack 2D rectangular items into bins, optimize 2D cutting patterns, or minimize material waste in 2D packing. Also use when the user mentions "2D packing," "rectangular packing," "sheet packing," "2D bin packing problem," "guillotine cutting," "two-dimensional packing," or "rec

• 2d-cutting-stock

  When the user wants to cut 2D sheets optimally, minimize waste in rectangular sheet cutting, or solve two-dimensional cutting stock problems. Also use when the user mentions "2D cutting," "sheet cutting optimization," "panel cutting," "glass cutting," "steel plate cutting," "guillotine cutting patte

• 3d-bin-packing

  When the user wants to pack 3D boxes into containers, plan how many containers to book, optimize 3D space utilization, or solve container loading problems, including loads where each purchase order, customer, or stop must stay together in one container. Also use when the user mentions "3D packing,"

• aerospace-supply-chain

  When the user wants to optimize aerospace and defense supply chains, manage long lead-time components, handle MRO operations, or ensure AS9100 compliance. Also use when the user mentions "aerospace supply chain," "aviation manufacturing," "MRO supply chain," "AS9100," "aircraft parts," "defense proc

• airline-cargo-optimization

  When the user wants to optimize airline cargo operations, manage air freight, or improve cargo revenue. Also use when the user mentions "air cargo optimization," "cargo capacity management," "freight yield management," "ULD optimization," "cargo routing," "air freight network," or "belly cargo manag

• assembly-line-balancing

  When the user wants to balance assembly lines, assign tasks to workstations, calculate takt time, or optimize line efficiency. Also use when the user mentions "line balancing," "workstation assignment," "takt time," "cycle time balancing," "precedence constraints," "task allocation," "assembly line

• automotive-supply-chain

  When the user wants to optimize automotive manufacturing supply chains, manage tier suppliers, implement JIT production, or handle automotive-specific logistics. Also use when the user mentions "automotive manufacturing," "OEM supply chain," "tier 1/2/3 suppliers," "sequenced parts delivery," "just-

• capacitated-vrp

  When the user wants to solve the Capacitated Vehicle Routing Problem (CVRP), optimize routes with vehicle capacity limits, or handle weight/volume constraints. Also use when the user mentions "CVRP," "capacity-constrained routing," "load limits," "vehicle weight limits," "volume constraints," or "pa

• capacity-planning

  When the user wants to plan production or distribution capacity, analyze capacity requirements, optimize resource utilization, or balance capacity with demand. Also use when the user mentions "capacity analysis," "resource planning," "bottleneck analysis," "capacity expansion," "load balancing," "th

• carbon-footprint-tracking

  When the user wants to measure, track, or reduce carbon emissions in the supply chain. Also use when the user mentions "carbon accounting," "GHG emissions," "Scope 1/2/3 emissions," "carbon footprint calculation," "emissions reporting," "carbon reduction," "climate impact," "decarbonization," or "em

• circular-economy

  When the user wants to implement circular economy principles, design closed-loop supply chains, or optimize reverse logistics. Also use when the user mentions "circular supply chain," "product lifecycle," "recycling," "remanufacturing," "refurbishment," "product returns," "waste reduction," "cradle-

• clinical-trial-logistics

  When the user wants to optimize clinical trial supply chain, manage investigational products, implement IRT systems, or ensure GCP compliance. Also use when the user mentions "clinical trial supply," "IMP logistics," "IVRS/IWRS," "drug accountability," "randomization and supply," "comparator sourcin

• co-packing-management

  When the user wants to manage co-packing operations, select co-packers, optimize contract manufacturing, or coordinate outsourced production. Also use when the user mentions "contract manufacturing," "third-party manufacturing," "co-man," "toll manufacturing," "private label," "contract packaging,"

• column-generation

  When the user wants to solve large-scale optimization problems using column generation, decomposition methods, or Dantzig-Wolfe decomposition. Also use when the user mentions "column generation," "master problem," "pricing problem," "cutting stock," "crew scheduling," "vehicle routing with column ge

• compliance-management

  When the user wants to manage regulatory compliance, ensure supply chain adherence to standards, or navigate trade regulations. Also use when the user mentions "regulatory compliance," "trade compliance," "customs," "import/export regulations," "certification management," "audit management," "REACH,

• computer-vision-warehouse

  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,"

• constraint-programming

  When the user wants to solve complex scheduling, allocation, or combinatorial problems using constraint programming (CP). Also use when the user mentions "constraint programming," "CP-SAT," "constraint satisfaction," "all-different constraint," "global constraints," "propagation," "search strategies

• container-loading-optimization

  When the user wants to optimize container loading, load shipping containers efficiently, or maximize container utilization. Also use when the user mentions "container packing," "FCL optimization," "LCL consolidation," "container stuffing," "cargo optimization," "shipping container loading," or "cont

• contract-management

  When the user wants to manage supplier contracts, negotiate terms, track compliance, or optimize contract performance. Also use when the user mentions "contract lifecycle," "contract negotiation," "SLA management," "contract compliance," "renewal management," "terms and conditions," "pricing clauses

• control-tower-design

  When the user wants to design supply chain control towers, implement visibility platforms, or establish centralized monitoring. Also use when the user mentions "control tower," "supply chain visibility," "command center," "control room," "real-time monitoring," "supply chain operations center," "vis

• cpg-network-design

  When the user wants to design CPG (Consumer Packaged Goods) distribution networks, optimize DC locations for retail distribution, or plan omnichannel fulfillment networks. Also use when the user mentions "CPG network," "retail distribution network," "DC strategy," "forward deployment centers," "stor

• cross-docking

  When the user wants to implement cross-docking operations, optimize transshipment, or reduce warehouse storage. Also use when the user mentions "crossdock," "transshipment," "flow-through distribution," "dock-to-dock," "consolidation center," or "break-bulk operations." For general warehouse design,

• cruise-supply-chain

  When the user wants to optimize cruise ship supply chains, manage ship provisioning, or improve maritime operations. Also use when the user mentions "cruise logistics," "ship provisioning," "maritime supply chain," "port operations," "cruise inventory," "galley management," "ship chandling," or "cru

• cycle-counting

  When the user wants to implement or optimize cycle counting programs, improve inventory accuracy, or design physical inventory processes. Also use when the user mentions "inventory accuracy," "physical inventory," "stock counting," "ABC cycle counting," "perpetual inventory," "inventory reconciliati

• demand-forecasting

  When the user wants to forecast demand, build forecasting models, or improve forecast accuracy. Also use when the user mentions "demand planning," "sales forecasting," "time series," "forecast accuracy," "demand sensing," "statistical forecasting," or "predictive analytics." For capacity planning ba

• demand-supply-matching

  When the user wants to balance demand and supply, resolve supply-demand mismatches, or optimize fulfillment allocation. Also use when the user mentions "demand-supply balancing," "ATP," "available-to-promise," "allocation," "supply rationing," "fulfillment optimization," "demand prioritization," or

• digital-twin-modeling

  When the user wants to build digital twins, simulate supply chain operations, or create virtual replicas for testing. Also use when the user mentions "digital twin," "simulation modeling," "discrete event simulation," "system simulation," "virtual supply chain," "what-if analysis," "scenario simulat

• distribution-center-network

  When the user wants to design distribution center networks, optimize DC placement and flows, or configure multi-echelon distribution systems. Also use when the user mentions "DC network design," "distribution network optimization," "multi-echelon distribution," "regional DC placement," "distribution

• dock-door-assignment

  When the user wants to optimize dock door assignments, schedule truck arrivals, or minimize yard congestion. Also use when the user mentions "dock scheduling," "door assignment," "yard management," "truck scheduling," "cross-dock optimization," or "appointment scheduling." For cross-docking operatio

• drilling-logistics

  When the user wants to optimize oil and gas drilling operations, manage rig logistics, or coordinate upstream supply chains. Also use when the user mentions "well planning," "rig scheduling," "drilling supply chain," "mud logistics," "tubular management," "offshore logistics," "drilling materials ma

• dsd-route-optimization

  When the user wants to optimize Direct Store Delivery (DSD) routes, plan delivery schedules for retail stores, or improve route efficiency for CPG distribution. Also use when the user mentions "DSD routing," "store delivery optimization," "retail route planning," "delivery windows," "merchandising r

• dynamic-lot-sizing

  When the user wants to solve lot-sizing problems with time-varying costs or demand, handle non-stationary inventory systems, or optimize replenishment with changing parameters over time. Also use when the user mentions "time-varying lot sizing," "finite horizon lot sizing," "dynamic EOQ," "price cha

• ecommerce-fulfillment

  When the user wants to optimize e-commerce fulfillment, online order processing, or direct-to-consumer logistics. Also use when the user mentions "e-commerce fulfillment," "online orders," "DTC fulfillment," "pick-pack-ship," "3PL," "fulfillment center," "order accuracy," "shipping optimization," or

• economic-order-quantity

  When the user wants to calculate optimal order quantities, minimize total inventory costs using EOQ models, or determine the economic lot size. Also use when the user mentions "EOQ," "Wilson formula," "economic lot size," "order quantity optimization," "production batch size," "quantity discounts,"

• electronics-supply-chain

  When the user wants to optimize electronics manufacturing supply chains, manage semiconductor sourcing, handle PCB assembly, or navigate component allocation. Also use when the user mentions "electronics manufacturing," "semiconductor supply chain," "PCB assembly," "EMS/ODM," "component allocation,"

• energy-logistics

  When the user wants to optimize energy supply chains, coordinate oil and gas logistics, or manage energy infrastructure. Also use when the user mentions "energy transportation," "pipeline management," "energy distribution," "oil and gas supply chain," "LNG logistics," "petroleum logistics," "energy

• energy-storage-optimization

  When the user wants to optimize battery storage systems, manage energy storage operations, or plan storage deployment. Also use when the user mentions "battery optimization," "BESS," "energy storage management," "battery dispatch," "storage arbitrage," "grid-scale storage," "battery sizing," or "sto

• facility-location-problem

  When the user wants to solve facility location problems, optimize facility placement, determine optimal locations for warehouses or plants. Also use when the user mentions "FLP," "p-median problem," "uncapacitated facility location," "capacitated facility location," "UFLP," "CFLP," "warehouse placem

• fleet-management

  When the user wants to manage vehicle fleets, optimize fleet size, or plan vehicle acquisition and maintenance. Also use when the user mentions "fleet sizing," "vehicle lifecycle," "fleet utilization," "maintenance planning," "replacement strategy," "total cost of ownership," or "fleet optimization.

• flow-shop-scheduling

  When the user wants to solve Flow Shop Scheduling Problems (FSP), optimize production on assembly lines, or minimize makespan with linear routing. Also use when the user mentions "flow shop," "FSP," "permutation flow shop," "assembly line scheduling," "sequential processing," or "linear production."

• food-beverage-supply-chain

  When the user wants to optimize food and beverage supply chains, manage perishability, ensure food safety, or handle retail distribution. Also use when the user mentions "food supply chain," "beverage distribution," "HACCP," "food safety," "perishable logistics," "shelf life management," "FEFO," "fa

• freight-optimization

  When the user wants to optimize freight transportation, reduce shipping costs, or improve carrier selection. Also use when the user mentions "freight management," "carrier optimization," "mode selection," "LTL/TL optimization," "freight consolidation," "load planning," or "transportation procurement

• fuel-distribution

  When the user wants to optimize retail fuel distribution, manage gasoline and diesel delivery, or plan petroleum product logistics. Also use when the user mentions "gas station supply," "fuel delivery routing," "petroleum retail," "tank truck scheduling," "fuel terminal operations," "wholesale fuel

• guillotine-cutting

  When the user wants to solve cutting problems with guillotine constraints, implement edge-to-edge cutting, or optimize guillotine cutting patterns. Also use when the user mentions "guillotine cuts," "edge-to-edge cutting," "straight cuts only," "two-stage cutting," "three-stage cutting," "n-stage gu

• hospital-logistics

  When the user wants to optimize hospital supply chain operations, manage medical materials, optimize PAR levels, or improve hospital inventory management. Also use when the user mentions "hospital supply chain," "materials management," "PAR levels," "OR inventory," "clinical logistics," "hospital di

• hospitality-procurement

  When the user wants to optimize hospitality purchasing, manage hotel/restaurant suppliers, or improve procurement processes. Also use when the user mentions "hotel procurement," "restaurant purchasing," "hospitality sourcing," "F&B procurement," "hotel supplier management," "group purchasing organiz

• hotel-inventory-management

  When the user wants to optimize hotel room inventory, manage rate strategies, or improve revenue management. Also use when the user mentions "hotel revenue management," "room allocation," "yield management," "dynamic pricing," "overbooking optimization," "distribution channel management," or "hotel

• hub-location-problem

  When the user wants to solve hub location problems, design hub-and-spoke networks, optimize hub placement for logistics networks. Also use when the user mentions "hub location," "hub-and-spoke," "p-hub median," "hub covering," "single allocation hub," "multiple allocation hub," "airline hub network,

• inventory-optimization

  When the user wants to optimize inventory levels, calculate safety stock, determine reorder points, or minimize inventory costs. Also use when the user mentions "inventory management," "safety stock," "EOQ," "reorder point," "service level," "stockout prevention," "ABC analysis," "inventory turns,"

• inventory-routing-problem

  When the user wants to jointly optimize inventory and routing decisions, implement vendor-managed inventory (VMI) systems, or coordinate replenishment and delivery logistics. Also use when the user mentions "IRP," "inventory routing," "vendor-managed inventory," "VMI optimization," "integrated inven

• job-shop-scheduling

  When the user wants to solve Job Shop Scheduling Problems (JSP), optimize production sequencing on multiple machines, or minimize makespan with precedence constraints. Also use when the user mentions "job shop," "JSP," "machine scheduling," "production scheduling," "operation sequencing," "makespan

• knapsack-problems

  When the user wants to solve knapsack optimization problems, select items with constraints, or maximize value with limited capacity. Also use when the user mentions "0/1 knapsack," "bounded knapsack," "unbounded knapsack," "multiple knapsack," "multidimensional knapsack," "value-based packing," "cap

• last-mile-delivery

  When the user wants to optimize last-mile delivery operations, urban logistics, or final-mile fulfillment. Also use when the user mentions "last mile," "final mile," "urban delivery," "home delivery," "same-day delivery," "delivery density," "delivery windows," or "doorstep delivery." For general ro

• lean-manufacturing

  When the user wants to implement lean principles, eliminate waste, improve flow, or adopt continuous improvement. Also use when the user mentions "waste elimination," "value stream mapping," "5S," "kaizen," "kanban," "pull systems," "JIT," "just-in-time," "takt time," "continuous improvement," "muda

• load-building-optimization

  When the user wants to optimize load building, create efficient truck loads, or maximize trailer utilization. Also use when the user mentions "load planning," "truck loading," "cargo optimization," "shipment consolidation," "cube utilization," or "weight distribution." For pallet loading, see pallet

• lot-sizing-problems

  When the user wants to optimize production or order lot sizes over multiple periods, solve multi-period inventory planning problems, or determine when and how much to order/produce with time-varying demand. Also use when the user mentions "lot sizing," "lot-for-lot," "fixed order quantity," "POQ" (p

• maintenance-planning

  When the user wants to optimize maintenance strategies, improve equipment reliability, reduce downtime, or implement predictive maintenance. Also use when the user mentions "preventive maintenance," "predictive maintenance," "TPM," "Total Productive Maintenance," "MTBF," "MTTR," "reliability analysi

• markdown-optimization

  When the user wants to optimize markdown strategy, price optimization for clearance, or minimize inventory markdowns. Also use when the user mentions "markdown," "clearance pricing," "price elasticity," "promotional pricing," "discount optimization," "sell-through," "inventory liquidation," or "dyna

• master-production-scheduling

  When the user wants to create detailed production schedules, develop MPS, manage production planning, or translate S&OP to execution. Also use when the user mentions "MPS," "production plan," "available-to-promise," "master schedule," "rough-cut capacity planning," "time-phased planning," "planned o

• medical-device-distribution

  When the user wants to optimize medical device distribution, manage device traceability, handle consignment inventory, or ensure regulatory compliance for medical devices. Also use when the user mentions "medical device logistics," "UDI compliance," "device traceability," "consignment management," "

• metaheuristic-optimization

  When the user wants to solve complex optimization problems using metaheuristics, apply genetic algorithms, simulated annealing, or other nature-inspired algorithms. Also use when the user mentions "genetic algorithm," "simulated annealing," "tabu search," "ant colony," "particle swarm," "evolutionar

• ml-supply-chain

  When the user wants to apply machine learning to supply chain problems, build ML models, or use AI for predictions. Also use when the user mentions "machine learning," "deep learning," "neural networks," "AI supply chain," "predictive models," "classification models," "regression models," "anomaly d

• multi-depot-vrp

  When the user wants to solve Multi-Depot VRP (MDVRP), optimize routes from multiple warehouses/depots, or handle multi-facility distribution. Also use when the user mentions "MDVRP," "multiple depots," "multi-warehouse routing," "hub routing," "distributed depots," or "regional distribution centers.

• multi-echelon-inventory

  When the user wants to optimize inventory across multiple network locations, implement multi-echelon inventory policies, or coordinate stock levels between warehouses and distribution centers. Also use when the user mentions "network inventory optimization," "multi-stage inventory," "supply chain ne

• multi-objective-optimization

  When the user wants to optimize multiple conflicting objectives, find Pareto-optimal solutions, or balance trade-offs between cost, service, quality, and sustainability. Also use when the user mentions "multi-objective," "Pareto optimization," "NSGA-II," "trade-off analysis," "scalarization," "weigh

• nesting-optimization

  When the user wants to nest irregular shapes on sheets, pack non-rectangular parts optimally, or solve nesting problems for manufacturing. Also use when the user mentions "nesting," "irregular shape packing," "polygon nesting," "shape nesting," "marker making," "leather nesting," "sheet metal nestin

• network-design

  When the user wants to design or optimize a supply chain network, determine facility locations, or configure distribution strategies. Also use when the user mentions "network optimization," "facility location," "DC location," "distribution network," "greenfield analysis," "brownfield optimization,"

• network-flow-optimization

  When the user wants to optimize network flows, solve minimum cost flow problems, or design flow networks. Also use when the user mentions "min cost flow," "maximum flow," "network flow problem," "transportation problem," "transshipment problem," "multi-commodity flow," "supply chain flow optimizatio

• neural-networks-forecasting

  When the user wants to forecast using deep learning, LSTMs, transformers, or neural networks. Also use when the user mentions "neural network forecasting," "LSTM," "GRU," "transformer forecasting," "attention mechanisms," "seq2seq," "temporal convolution," "deep learning time series," or complex non

• newsvendor-problem

  When the user wants to solve single-period inventory problems, optimize stocking levels for perishable goods, or make one-time purchase decisions under demand uncertainty. Also use when the user mentions "newsvendor model," "newsboy problem," "single-period inventory," "perishable inventory," "overa

• nlp-supply-chain

  When the user wants to apply NLP to supply chain, extract information from documents, analyze supplier communications, classify items, or process unstructured text. Also use when the user mentions "natural language processing," "NLP," "text mining," "document extraction," "supplier sentiment analysi

• omnichannel-fulfillment

  When the user wants to optimize omnichannel fulfillment, manage buy-online-pickup-in-store (BOPIS), ship-from-store, or multi-channel inventory. Also use when the user mentions "omnichannel," "BOPIS," "click and collect," "ship from store," "endless aisle," "unified commerce," "store fulfillment," o

• optimization-ml-hybrid

  When the user wants to combine machine learning with optimization, use ML predictions in optimization models, or integrate AI with mathematical programming. Also use when the user mentions "ML-optimization hybrid," "predict-then-optimize," "learning-augmented optimization," "neural network in optimi

• optimization-modeling

  When the user wants to build optimization models, solve mathematical programming problems, or find optimal solutions. Also use when the user mentions "linear programming," "integer programming," "mixed-integer programming," "constraint optimization," "mathematical optimization," "operations research

• order-batching-optimization

  When the user wants to optimize order batching, group orders for efficient picking, or reduce picker travel distance. Also use when the user mentions "batch picking," "order grouping," "cluster picking," "multi-order picking," "batch-and-sort," or "zone batching." For wave planning, see wave-plannin

• order-fulfillment

  When the user wants to design or optimize order fulfillment operations, improve pick-pack-ship processes, or reduce fulfillment costs. Also use when the user mentions "order processing," "pick-pack-ship," "picking strategy," "packing operations," "shipping optimization," "wave planning," "batch pick

• pallet-loading

  When the user wants to optimize pallet loading, arrange boxes on pallets, or maximize pallet utilization. Also use when the user mentions "pallet optimization," "pallet packing," "pallet configuration," "pallet pattern generation," "unitization," "palletization," "case stacking," or "pallet stabilit

• pharmaceutical-supply-chain

  When the user wants to optimize pharmaceutical supply chains, manage cold chain logistics, ensure regulatory compliance, or implement serialization. Also use when the user mentions "pharma supply chain," "GMP compliance," "cold chain," "drug serialization," "clinical trials logistics," "pharmaceutic

• pharmacy-supply-chain

  When the user wants to optimize pharmacy supply chain operations, manage medication distribution, ensure pharmaceutical compliance, or handle controlled substances. Also use when the user mentions "pharmacy logistics," "drug distribution," "controlled substances," "340B program," "formulary manageme

• picker-routing-optimization
• pickup-delivery-problem
• planogram-optimization
• power-grid-optimization
• prescriptive-analytics
• process-optimization
• procurement-optimization
• production-scheduling
• promotional-planning
• quality-management
• reinforcement-learning-supply-chain
• renewable-energy-planning
• replenishment-strategy
• retail-allocation
• retail-replenishment
• risk-mitigation
• route-optimization
• sales-operations-planning
• scenario-planning
• seasonal-planning
• set-covering-problem
• shelf-life-management
• slotting-fees-optimization
• spend-analysis
• split-delivery-vrp
• stochastic-inventory-models
• stochastic-optimization
• strategic-sourcing
• strip-packing
• supplier-collaboration
• supplier-risk-management
• supplier-selection
• supply-chain-analytics
• supply-chain-automation
• supply-chain-decision-to-delegation
• sustainable-sourcing
• task-assignment-problem
• tour-operations
• track-and-trace
• traveling-salesman-problem
• trim-loss-minimization
• value-analysis
• vehicle-loading-optimization
• vehicle-routing-problem
• vrp-backhauls
• vrp-time-windows
• warehouse-automation
• warehouse-design
• warehouse-location-optimization
• warehouse-slotting-optimization
• wave-planning-optimization
• workforce-scheduling
• yard-management

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