← Aivana Database EngineerCONTENT HISTORYWHAT CHANGED · RULE-BASED ANALYSIS
Update to Aivana Database Engineer
Snapshot Sep 30, 2026 · 23:16 UTC · version 1.1.0
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{
"name": "ai-roi-narrative-generator",
"description": "Explain database tuning ROI from supplied measurements and explicitly labeled estimates.",
"included_files": [],
"skill_md_contents": "---\nname: ai-roi-narrative-generator\ndescription: Explain database tuning ROI from supplied measurements and explicitly labeled estimates.\n---\n\n# ai_roi_narrative_generator\n\nUse this skill to translate AI database operations evidence into an executive ROI narrative.\n\nGovernance:\n- Narrative and scoring only.\n- Keep ROI claims tied to provided evidence.\n- Do not present estimates as audited finance results.\n\nOutput contract:\n- `usp: \"ai_roi_narrative_generator\"`\n- `executiveNarrative`, `roiSignals`\n- `evidence`, `confidence`, `source: \"analysis\"`\n"
}SHA-256: edf02a71f27e464b18f6db979c71b2f978e94164b6c49297d9556aa4e5c5b453