Explore Data Skill
Profiles an unfamiliar dataset against finance-grade quality checks before any model is built.
Finance / Data Qualityfinancedata-quality
by AgentVoltv1.0.0Published 1y ago
Free to sign up · every skill included with AgentVolt Pro
About this skill
name: explore-data-finance description: Use when Profiles an unfamiliar dataset against finance-grade quality checks before any model is built.
Explore Data Skill
Reads a dataset's structure, classifies metrics/dimensions/dates, and profiles it for the issues that quietly damage reporting (missing values, duplicates, negative balances, broken formatting), then recommends what analysis the data can actually support.
What you get
- Available in the official data plugin
- works on Excel, CSV, JSON, parquet, and live warehouse tables.
Customize your output
- Point it at your own workbooks/datasets and adapt the output structure to your reporting standards.
Example output
A discovery audit that caught negative revenue and concentration risk in an enterprise dataset.
Best for
Analysts, FP&A, and data teams.
SKILL.md preview
SKILL.md
---
name: explore-data-finance
description: Use when Profiles an unfamiliar dataset against finance-grade quality checks before any model is built.
---
# Explore Data Skill
Reads a dataset's structure, classifies metrics/dimensions/dates, and profiles it for the issues that quietly damage reporting (missing values, duplicates, negative balances, broken formatting), then recommends what analysis the data can actually support.
## What you get
- Available in the official data plugin
- works on Excel, CSV, JSON, parquet, and live warehouse tables.
## Customize your output
- Point it at your own workbooks/datasets and adapt the output structure to your reporting standards.
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