---
title: "data-engineering-toolkit"
description: "Data-engineering skills for choosing where data should live, laying out distribution keys and partitions in MPP warehouses, and designing pipelines with data quality, reconciliation and governance built in."
canonical: https://agentpluginsdirectory.com/plugins/data-engineering-toolkit
last-updated: 2026-10-12
---

# data-engineering-toolkit
Data-engineering skills for choosing where data should live, laying out distribution keys and partitions in MPP warehouses, and designing pipelines with data quality, reconciliation and governance built in.
- Slug: data-engineering-toolkit
- Publisher: Moheet Subudhi
- Repository: https://github.com/moheetsubudhi-isb/business-analytics-skills
- Manifest: plugins/data-engineering-toolkit/plugin.json
- Version: 1.0.0
- License: MIT
- Category (editorial): other
- Skills: 3 (datastore-selection, distribution-key-and-partitioning, pipeline-and-quality-design)
- MCP servers: 0
- Stars: 0
- Repository created: 2026-09-13
- Repository last pushed: 2026-10-07
- Publisher type: User
- Listing: https://agentpluginsdirectory.com/plugins/data-engineering-toolkit
- Schema: https://agent-plugins.org/schemas/1.0.0/plugin.schema.json

## What data-engineering-toolkit does, in the publisher's words

Data-engineering skills for choosing where data should live, laying out distribution keys and partitions in MPP warehouses, and designing pipelines with data quality, reconciliation and governance built in.

Part of Business Analytics Skills, a set of agent skills that make an AI assistant work like a decision scientist and an advisor. Each skill asks what the work is for only when the answer would change the result, follows a real method step by step, runs a check wherever there is logic to verify, and hands back a plain-language brief plus a technical appendix.

- datastore-selection: Decide where data should live: a relational OLTP database, a columnar warehouse, a document store, a key-value cache, a graph database, a data lake or lakehouse, or a combination.

From the project README, punctuation lightly normalized. Full text: https://raw.githubusercontent.com/moheetsubudhi-isb/business-analytics-skills/HEAD/plugins/data-engineering-toolkit/README.md