inventory-demand-planning

Forecast demand and set safety stock across multiple locations using ABC/XYZ classification.

2|Updated Mar 20, 2026
One-click install
npx skills add https://github.com/multiplex-ai/muggle-ai-teams --skill inventory-demand-planning-multiplex-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: inventory-demand-planning
Source: https://github.com/multiplex-ai/muggle-ai-teams/tree/main/skills/inventory-demand-planning
Command: npx skills add https://github.com/multiplex-ai/muggle-ai-teams --skill inventory-demand-planning-multiplex-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Codified demand planning expertise to streamline forecasting, safety stock, replenishment, and promotional planning across multi-location retailers, reducing stockouts and excess inventory.

Core Features & Use Cases

  • Forecasting orchestration across 40–200 stores and 300–800 SKUs using ABC/XYZ classification and seasonality-aware methods.
  • Safety stock calculations, reorder point logic, and lead-time variability considerations to meet target service levels.
  • Promotional planning, lift estimation, cannibalization assessment, and post-promo dip management for channel-wide campaigns.
  • Scenario planning, edge-case handling for seasonal transitions, new product introductions, and vendor constraint scenarios.

Quick Start

Request a concise, actionable 12-week demand forecast for top SKUs and generate a replenishment plan including safety stock, reorder points, and lift scenarios.

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 set safety stock for hundreds of SKUs across multiple store locations?

To forecast demand and set safety stock across multiple locations, this Skill uses ABC/XYZ classification and seasonality-aware methods. It orchestrates forecasting for 40–200 stores and 300–800 SKUs to calculate reorder points and meet target service levels.

What is the best way to calculate safety stock and reorder points with lead-time variability?

Calculating safety stock and reorder points here involves factoring in lead-time variability to meet specific target service levels. The Skill applies these calculations directly within its replenishment planning logic to minimize stockouts and excess inventory.

Can I use ABC/XYZ classification for replenishment planning at a scale of 300 to 800 SKUs?

Yes, you can use ABC/XYZ classification for replenishment planning at this scale. The Skill is specifically designed to handle large SKU counts ranging from 300 to 800 across 40 to 200 retail locations using seasonality-aware methods.

How do I estimate promotional lift and manage post-promo dips for channel-wide campaigns?

Estimating promotional lift and managing post-promo dips is handled through the Skill's promotional planning features. It assesses cannibalization and calculates lift scenarios to optimize inventory during and after channel-wide campaigns.

Does demand planning handle edge cases like seasonal transitions and new product introductions?

Demand planning does handle edge cases like seasonal transitions and new product introductions. The Skill includes scenario planning and edge-case handling to manage vendor constraints and seasonal shifts effectively.