inventory-demand-planning

Automate demand forecasting, safety stock calculation, and replenishment planning for multi-location retailers.

Updated Jul 4, 2026

Search Tags:#demand forecasting #safety stock #inventory planning #replenishment planning #promotional analysis

Ready to run

npx skills add https://github.com/Long-NguyenHai/warehouse-ai --skill inventory-demand-planning-long-nguyenhai

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: inventory-demand-planning
Source: https://github.com/Long-NguyenHai/warehouse-ai/tree/main/.agents/skills/inventory-demand-planning
Command: npx skills add https://github.com/Long-NguyenHai/warehouse-ai --skill inventory-demand-planning-long-nguyenhai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill unit addresses the challenges of demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation in multi-location retailers.

Core Features & Use Cases

Demand Forecasting: Generate accurate forecasts for existing and new SKUs using advanced methods.
Safety Stock Calculation: Determine optimal safety stock levels based on demand variability and service level targets.
Replenishment Planning: Plan replenishment for seasonal transitions, promotions, and new product launches.
Promotional Planning: Estimate promotional lift and manage post-promo demand dips.
Use Case: When planning a promotional campaign for a top-20 SKU, use the Skill to estimate promotional lift, calculate the forward buy quantity, and coordinate with vendors on logistics.

Quick Start

Use the inventory-demand-planning skill to forecast demand for a new SKU and set an initial safety stock level.

Frequently Asked Questions about inventory-demand-planning

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I automate demand forecasting and safety stock calculation for multi-location retail?▼

Demand forecasting and safety stock calculation for multi-location retailers can be automated by analyzing POS, ERP, and WMS data to set optimal inventory levels based on demand variability and service targets.

What's the best way to estimate promotional lift and manage post-promo demand dips?▼

Estimate promotional lift and manage post-promo demand by analyzing historical sales data to calculate forward buy quantities, coordinate vendor logistics, and anticipate subsequent inventory transitions.

How do I plan replenishment for seasonal transitions and new product launches?▼

Plan replenishment for seasonal transitions and new product launches by generating accurate demand forecasts for existing and new SKUs to align inventory ordering with expected sales patterns.

Can I use this inventory planning approach with my existing POS, ERP, and WMS systems?▼

Yes, this inventory planning approach requires data from existing POS, ERP, and WMS systems to accurately automate forecasting, replenishment planning, and promotional analysis.

How do I set an initial safety stock level for a new SKU?▼

Set an initial safety stock level for a new SKU by generating an accurate demand forecast using advanced methods and applying your target service level to calculate the required buffer inventory.