Analyze Python package build complexity by inspecting PyPI metadata. Evaluates compilation requirements, dependencies, distribution types, and provides recommendations for wheel building strategies.
Guide for Centralized Package Management (CPM) using Directory.Packages.props in .NET projects
Locate source code repositories for Python packages by analyzing PyPI metadata, project URLs, and code hosting platforms like GitHub, GitLab, and Bitbucket. Provides deterministic results with confidence levels.
Investigate environment variables that can be set when building Python wheels for a given project. Analyzes setup.py, CMake files, and other build configuration files to discover customizable build environment variables.
Assess license compatibility for Python package redistribution using SPDX.org license database. Evaluates whether a given license allows building and distributing wheels, with real-time license information lookup.
Deterministically find license information for Python packages by checking PyPI metadata first, then falling back to Git repository LICENSE files using shallow cloning.
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.
This skill should be used when the user asks to "write PowerShell scripts", "automate security tasks with PowerShell", "create PowerShell functions", "work with PowerShell modules", "parse data with PowerShell", or "build security automation scripts". It provides comprehensive PowerShell scripting fundamentals for security professionals.
Create, index, and manage BK stores
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 network," "echelon stock," "installation stock," "base stock policies," "guaranteed service model," "distribution requirements planning (DRP)," or "serial/arborescent/general network structures." For single-location inventory, see inventory-optimization. For routing with inventory, see 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 inventory and transportation," "delivery scheduling with inventory," "maritime inventory routing," "petrol station replenishment," or "coordinated inventory-distribution." For pure routing, see vehicle-routing-problem or route-optimization. For pure inventory, see inventory-optimization or multi-echelon-inventory.
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," "overage and underage costs," "critical fractile," "fashion goods inventory," "seasonal products," "service level optimization," or "demand distribution matching." For multi-period problems, see dynamic-lot-sizing or stochastic-inventory-models.
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 organization," "contract negotiation," or "hospitality spend management." For hotel operations, see hotel-inventory-management. For cruise operations, see cruise-supply-chain.
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," or "working capital reduction." For warehouse slotting, see warehouse-slotting-optimization. For multi-echelon systems, see multi-echelon-inventory.
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," or "buy online return in store." For pure e-commerce, see ecommerce-fulfillment. For last-mile delivery, see last-mile-delivery.
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 distribution," "medical supplies," "stockroom management," "two-bin system," "floor stock," or "hospital warehousing." For pharmacy-specific operations, see pharmacy-supply-chain. For medical device distribution, see medical-device-distribution.
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," "EPQ" (Economic Production Quantity), "backorder models," or "reorder point calculations." For multi-echelon systems, see multi-echelon-inventory. For stochastic models, see stochastic-inventory-models.
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 changes over time," "seasonal lot sizing," "Wagner-Whitin with time-varying costs," or "rolling horizon planning." For stationary systems, see economic-order-quantity or lot-sizing-problems. For stochastic demand, see stochastic-inventory-models.
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 "returns processing." For omnichannel (stores + online), see omnichannel-fulfillment. For last-mile delivery, see last-mile-delivery.
EventCatalog tooling for schema documentation and event catalog management. Load when documenting events, commands, or domain schemas.
Initialize the productivity system and open the dashboard
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 "cruise procurement." For hotel operations, see hotel-inventory-management. For hospitality procurement, see hospitality-procurement.
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" (periodic order quantity), "part-period balancing," "Silver-Meal heuristic," "Wagner-Whitin algorithm," "least unit cost," "lot sizing with capacity constraints," or "multi-item lot sizing." For single-period problems, see newsvendor-problem. For time-varying lot sizing, see dynamic-lot-sizing.
