Validate Data Skill

Audits a finished workbook like a senior reviewer before it goes to leadership.

Finance / Data Qualityfinancedata-quality
by AgentVoltv1.0.0Published 1y ago
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About this skill


name: validate-data-finance description: Use when Audits a finished workbook like a senior reviewer before it goes to leadership.

Validate Data Skill

Checks methodology, confirms the analysis answers the right question, audits calculations, runs anomaly detection, and validates that the narrative is supported by the data, using a severity framework where critical issues are release-blocking.

What you get

  • Ships a structured validation report
  • behaves like an internal audit pass.

Customize your output

  • Point it at your own workbooks/datasets and adapt the output structure to your reporting standards.

Example output

A validation that flagged duplicate records, impossible margins, and systematic under-forecasting.

Best for

Analysts, controllers, and reviewers.

SKILL.md preview

SKILL.md
---
name: validate-data-finance
description: Use when Audits a finished workbook like a senior reviewer before it goes to leadership.
---

# Validate Data Skill

Checks methodology, confirms the analysis answers the right question, audits calculations, runs anomaly detection, and validates that the narrative is supported by the data, using a severity framework where critical issues are release-blocking.

## What you get

- Ships a structured validation report
- behaves like an internal audit pass.

## Customize your output

- Point it at your own workbooks/datasets and adapt the output structure to your reporting standards.

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