inventory-demand-planning
inventory demand planning
What it does
- Generating or reviewing demand forecasts for existing or new SKUs
- Setting safety stock levels based on demand variability and service level targets
- Planning replenishment for seasonal transitions, promotions, or new product launches
- Evaluating forecast accuracy and adjusting models or overrides
- Making buy decisions under supplier MOQ constraints or lead time changes
- Weeks of supply > 26 at current sell-through rate
- Last 13-week sales velocity < 50% of the item's first 13 weeks (lifecycle declining)
Requirements & configuration
- Tracking Signal: Cumulative error divided by MAD (mean absolute deviation). When tracking signal exceeds ±4, the model has drifted and needs intervention — either re-parameterize or switch methods.
Derived from the skill's own SKILL.md documentation · extracted 2026-07-23
inventory-demand-planning FAQ
What does the inventory-demand-planning skill do?
> Codified expertise for demand forecasting, safety stock optimization, replenishment planning, and promotional lift estimation at multi-location retailers. Informed by demand planners with 15+ years experience managing hundreds of SKUs. Includes forecasting method selection, ABC/XYZ analysis, seasonal transition management, and vendor negotiation frameworks. Use when forecasting demand, setting safety stock, planning replenishment, managing promotions, or optimizing inventory levels. Generating or reviewing demand forecasts for existing or new SKUs Setting safety stock levels based on demand variability and service level targets
What does inventory-demand-planning require?
Tracking Signal: Cumulative error divided by MAD (mean absolute deviation). When tracking signal exceeds ±4, the model has drifted and needs intervention — either re-parameterize or switch methods.
How do I install inventory-demand-planning?
Run: npx -y skills add https://github.com/affaan-m/everything-claude-code --skill inventory-demand-planning --agent claude-code — the source lives at github.com/affaan-m/everything-claude-code.
Maintain inventory-demand-planning?
Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.
[inventory-demand-planning on getagentictools](https://getagentictools.com/skills/affaan-m-everything-claude-code-inventory-demand-planning?ref=badge) npx agentictools info skills/affaan-m-everything-claude-code-inventory-demand-planning The second line is the CLI lookup for this page — handy in READMEs and docs.