---
title: "data-onboarding"
description: "General habits for unfamiliar datasets: read the self-description, inventory and audit tables with bundled scripts (sentinels, empty and near-duplicate columns, flags against data, join keys, declared against actual coun"
canonical: https://agentpluginsdirectory.com/plugins/data-onboarding
last-updated: 2026-11-07
---

# data-onboarding
General habits for unfamiliar datasets: read the self-description, inventory and audit tables with bundled scripts (sentinels, empty and near-duplicate columns, flags against data, join keys, declared against actual counts), keep an experiment card in the workspace, audit in a child agent, and state evidence plainly.
- Slug: data-onboarding
- Publisher: IoWarp Team
- Repository: https://github.com/iowarp/clio-agent-marketplace
- Manifest: plugins/data-onboarding/plugin.json
- Version: 1.0.0
- License: BSD-3-Clause
- Category (editorial): other
- Skills: 3 (audit-dataset, evidence-and-claims, onboard-dataset)
- MCP servers: 0
- Stars: 0
- Repository created: 2026-05-28
- Repository last pushed: 2026-11-07
- Publisher type: Organization
- Listing: https://agentpluginsdirectory.com/plugins/data-onboarding
- Schema: https://agent-plugins.org/schemas/1.0.0/plugin.schema.json