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penguin tree ai

Demand Forecasting Accuracy Evaluator

Demand Forecasting Accuracy Evaluator

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Evaluates demand forecast performance from historical forecast-vs-actual data by calculating MAPE, WMAPE, bias, and tracking signals, diagnosing root causes of error by SKU and time horizon, and delivering ranked methodology and process improvements. Use when measuring forecast accuracy, diagnosing why forecasts miss, comparing forecast models, or building a forecast accuracy scorecard for S&OP.
This skill is delivered as a .zip archive containing the skill in a named folder, matching the Anthropic SKILL.md format. Extract directly into your Claude Code skills directory (~/.claude/skills/) to install — or open and paste the contents into Claude.ai, ChatGPT, or any other AI tool.
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