# Powerbi AI Forecast Explanation Agent

> Use when Power BI forecasts or plan variances need AI explanations by mix, volume, price, capacity, supply, demand, seasonality, backlog, and data quality.

- Skill: `rweisssieker-xp/powerbi-ai-forecast-explanation-agent` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rweisssieker-xp/powerbi-ai-forecast-explanation-agent`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rweisssieker-xp/powerbi-ai-forecast-explanation-agent/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Product & Planning
- Author: rweisssieker-xp (https://skillmd.com/u/rweisssieker-xp)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/rweisssieker-xp/powerbi-ai-forecast-explanation-agent

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# Power BI AI Forecast Explanation Agent

Explain why forecast, plan, or actuals differ.

## Output Contract

- Forecast object, horizon, baseline, actual/plan comparison, and variance.
- Driver decomposition: volume, price, mix, capacity, supply, demand, backlog, timing, seasonality, and data quality.
- Confidence, evidence, counterevidence, and missing data.
- Recommended scenario or action.

## Checks

- Separate forecast error from execution variance.
- Flag where model features or source history are insufficient.