# Powerbi AI Action Effectiveness Learning

> Use when learning which Power BI-generated actions actually improved KPIs, closed exceptions, created ROI, or should change future recommendations.

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

---


# Power BI AI Action Effectiveness Learning

Use this skill to close the learning loop after actions.

## Learning Fields

- Recommended action, owner, due date, expected impact, and confidence.
- Whether action was executed, delayed, rejected, or escalated.
- KPI before/after, retest condition, financial impact, and recurrence.
- Patterns that improve future recommendations.

## Output Requirements

- Produce action effectiveness score, lessons learned, recommendation changes, and ROI evidence.
- Do not claim effectiveness without before/after or counterfactual evidence.