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inventory-demand-planning

Generate demand forecasts, safety stock, and replenishment plans for multi-location retailers.

Updated Nov 19, 2025
Search Tags:#inventory management#demand forecasting#replenishment planning#promotional analysis#multi-location retail
One-click install
npx skills add https://github.com/Sake-Team/SmartSake --skill inventory-demand-planning-sake-team
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: inventory-demand-planning
Source: https://github.com/Sake-Team/SmartSake/tree/main/backup/skills/inventory-demand-planning
Command: npx skills add https://github.com/Sake-Team/SmartSake --skill inventory-demand-planning-sake-team

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides comprehensive expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers, helping to minimize stockouts and excess inventory.

Core Features & Use Cases

  • Demand Forecasting: Offers methods for selecting forecasting models based on demand patterns and historical data.
  • Safety Stock Calculation: Calculates safety stock based on demand variability, lead time variability, and target fill rate.
  • Replenishment Planning: Generates suggested purchase orders considering MOQ/EOQ rounding and review for planners.
  • Promotional Planning: Estimations of promotional lift, cannibalization, and post-promo demand dip for seasonal transitions and new product launches.
  • Use Case: For a retailer planning a major promotional event, this Skill can help estimate promotional lift, plan inventory, and manage supply chain to minimize stockouts and maximize sales.

Quick Start

Run the 'forecast' command to generate demand forecasts for your SKUs.

Frequently Asked Questions about inventory-demand-planning

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

FAQPage Schema
How do I calculate safety stock for multi-location retail inventory?▼

Run the 'forecast' command to generate demand forecasts for your SKUs. This action processes historical sales data to establish baseline demand projections for replenishment planning.

How do I estimate promotional lift and cannibalization for retail products?▼

Promotional planning estimates promotional lift, cannibalization, and post-promo demand dips for seasonal transitions and new product launches. This approach minimizes stockouts and maximizes sales during major promotional events.

What data is needed for demand forecasting and replenishment planning?▼

Demand forecasting and replenishment planning require access to historical sales data, inventory levels, and promotional calendars. These inputs drive suggested purchase orders considering MOQ and EOQ rounding for planner review.

Can I generate suggested purchase orders based on demand forecasts?▼

Replenishment planning generates suggested purchase orders based on demand forecasts and safety stock requirements. The system applies MOQ and EOQ rounding rules to the calculations before presenting them for planner review.

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