# AI Roi Narrative Generator

> Explain database tuning ROI from supplied measurements and explicitly labeled estimates.

- Skill: `rweisssieker-xp/ai-roi-narrative-generator` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rweisssieker-xp/ai-roi-narrative-generator`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rweisssieker-xp/ai-roi-narrative-generator/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/ai-roi-narrative-generator

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# ai_roi_narrative_generator

Use this skill to translate AI database operations evidence into an executive ROI narrative.

Governance:
- Narrative and scoring only.
- Keep ROI claims tied to provided evidence.
- Do not present estimates as audited finance results.

Output contract:
- `usp: "ai_roi_narrative_generator"`
- `executiveNarrative`, `roiSignals`
- `evidence`, `confidence`, `source: "analysis"`