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inventory-demand-planning

Forecast demand and plan inventory for multi-location retailers with safety stock and replenishment logic.

2|Updated Mar 21, 2026
Search Tags:#seasonality#replenishment-planning#promotional-lift#forecast-accuracy#safety-stock#demand-forecasting#abc-xyz-analysis
One-click install
npx skills add https://github.com/Throokie/claude-code-skills --skill inventory-demand-planning-throokie
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: inventory-demand-planning
Source: https://github.com/Throokie/claude-code-skills/tree/main/skills/inventory-demand-planning
Command: npx skills add https://github.com/Throokie/claude-code-skills --skill inventory-demand-planning-throokie

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Codified expertise for demand planning across multi-location retailers to forecast demand, set safety stock, and plan replenishments, reducing stockouts while optimizing working capital.

Core Features & Use Cases

  • Demand forecasting with method selection based on ABC/XYZ classification and demand patterns.
  • Safety stock calculations considering demand and lead-time variability.
  • Replenishment planning, EOQ/ROP logic, and open-to-buy style budgeting.
  • Promotional lift estimation and post-promo dip management.
  • Forecast accuracy monitoring (MAPE, Bias, Tracking signals) and model re-selection.
  • Seasonal transition management and new SKU profiling for launches.
  • Scenario planning for supplier lead-time changes and sudden demand shifts.

Quick Start

Run a baseline forecast for the next 8 weeks and generate initial safety stock and replenishment plans for the top 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 forecast demand and calculate safety stock for hundreds of SKUs?▼

You can forecast demand and calculate safety stock for hundreds of SKUs by applying ABC/XYZ classification and baseline forecasting methods to account for seasonality and lead-time variability.

What is the best way to handle promotional lift and post-promo dips in replenishment planning?▼

Replenishment planning handles promotional lift estimation and post-promo dip management by integrating EOQ/ROP logic to adjust stock levels and prevent overstocking after sales spikes.

Can I use this for multi-location retail inventory planning with supplier constraints?▼

Yes, multi-location retail inventory planning supports supplier lead-time changes and sudden demand shifts through scenario planning to minimize stockouts while optimizing working capital.

How do I set safety stock levels when dealing with lead-time variability?▼

Safety stock levels are set using formulas that explicitly factor in demand and lead-time variability, ensuring adequate coverage across multi-location retailers despite supply chain fluctuations.

Why should I use ABC/XYZ analysis for demand forecasting?▼

ABC/XYZ analysis classifies SKUs by value and demand patterns, enabling automated baseline forecasting method selection to improve accuracy for seasonal adjustments and new SKU profiling.

What metrics do I need to track forecast accuracy for seasonal inventory?▼

Forecast accuracy for seasonal inventory is tracked using MAPE, Bias, and Tracking signals to monitor performance and trigger model re-selection when demand patterns shift.

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