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Supply Chain & Logistics Optimizer

Name: Supply Chain & Logistics Optimizer
Author: ai-gaoqian

作者 ai-gaoqian · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ⚠ pending

总下载

当前安装

版本数

在 OpenClaw 中安装

/install supply-chain-logistics

功能描述

全球供应链与物流智能优化技能。覆盖需求预测、库存优化、路径规划、供应商评估、关务合规、碳足迹追踪、仓储布局设计。内置运筹学模型（线性规划/整数规划/动态规划），支持SAP/Oracle NetSuite/金蝶等ERP系统对接，适配跨境电商、制造业、冷链、医药物流等多行业场景。

使用说明 (SKILL.md)

Supply Chain & Logistics Optimizer

Intelligent supply chain optimization covering demand forecasting, inventory management, routing, procurement, customs compliance, and carbon tracking.

Core Modules

1. Demand Forecasting

Time-series models (ARIMA, Prophet, LSTM-ready)
Seasonal decomposition and trend analysis
Promotion/lift factor modeling
New product launch demand estimation
Bullwhip effect quantification and mitigation

2. Inventory Optimization

Model	Use Case
EOQ (Economic Order Quantity)	Stable demand items
(s, Q) Reorder Point	Continuous review
(R, S) Periodic Review	Scheduled replenishment
Newsvendor Model	Perishable/fashion goods
Multi-echelon optimization	Distributed warehouse networks

Safety stock calculation (service level 90%/95%/99%)
ABC/XYZ classification
Dead stock identification and liquidation plan
Cross-docking opportunity analysis

3. Route & Transportation Optimization

Vehicle Routing Problem (VRP/CVRP/VRPTW) solver
Last-mile delivery optimization
Multi-modal transport planning (sea/air/rail/road)
Carrier rate comparison and selection
Fuel cost and CO2 emission calculation
Real-time traffic integration (高德/Google Maps API)

4. Supplier & Procurement Management

Supplier scorecard (quality/delivery/cost/responsiveness)
RFQ/RFP generation and bid analysis
Supplier risk assessment (geopolitical, financial, compliance)
Contract lifecycle management
Multi-sourcing strategy optimization

5. Customs & Trade Compliance

HS code classification (WCO Harmonized System)
Import/export documentation generation
Free Trade Agreement (FTA) eligibility check
Tariff calculation and duty drawback
Restricted party screening
Country-of-origin determination

6. Warehouse Design & Layout

Slotting optimization (ABC velocity-based)
Pick path optimization
Labor allocation and shift planning
Storage type recommendation (pallet/rack/bins)
WMS integration templates

7. Carbon Footprint Tracking

Scope 1/2/3 emissions calculation
Transportation carbon accounting (GLEC Framework)
Supplier carbon scorecard
Carbon offset procurement suggestions
ESG report data preparation

Industry Templates

Industry	Pre-configured Models
Cross-border E-commerce	Multi-warehouse + FBA/FBM + tariff
Manufacturing	MRP + BOM explosion + JIT
Cold Chain	Temperature monitoring + shelf-life
Pharma	GDP compliance + serialization
Retail	Omni-channel + store fulfillment

Usage

# Optimize inventory
optimize: inventory
warehouse: [Shanghai, Guangzhou, Chengdu]
products: SKU_list.csv
service_level: 0.95
output: replenishment_plan.xlsx

# Route optimization
optimize: routing
depot: Shenzhen
deliveries: 45
vehicles: 8
constraints: [time_windows, capacity]
output: route_plan.json

如何使用

确保已安装 OpenClaw（本地或 Docker 部署）
在对话框中输入安装命令：/install supply-chain-logistics
安装完成后，直接呼叫该 Skill 的名称或使用 /supply-chain-logistics 触发
根据 Skill 的参数说明提供必要输入，即可获得结构化输出

版本历史

v1.0.0

- Initial release of the Supply Chain & Logistics Optimizer. - Features intelligent modules for demand forecasting, inventory optimization, routing, procurement, customs compliance, and carbon tracking. - Supports integration with ERP systems like SAP, Oracle NetSuite, and Kingdee. - Provides industry templates for cross-border e-commerce, manufacturing, cold chain, pharma, and retail. - Includes built-in operations research models (linear, integer, dynamic programming) for optimization tasks.

元数据

Slug supply-chain-logistics

版本 1.0.0

许可证 MIT-0

累计安装 0

当前安装数 0

历史版本数 1

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