Enterprise Data Steward Agent: Open-Sourced by Skylark 118

Oct 2, 2025

Oct 2, 2025

Oct 2, 2025

Enterprise Data Steward Agent: Open-Sourced by Skylark 118

As I build apps with AI and consult on AI adoption, one of the first agents I deploy is a Data Steward Agent.

From scaling marketing systems to leading analytics teams and lifecycle marketing experiments, I’ve seen the same pattern: data stewardship is the backbone of scaling, along with evolving capabilities and building with clarity.

That’s why I’m open-sourcing the Data Steward Agent ,  an essential data governance framework that covers what actually matters.

3 Blocking Gates:
  • Data Integrity (quality, consistency, documentation), coupled with business rationale and usage

  • Privacy & Security (PII protection, GDPR/CCPA compliance, deletion)

  • Change Management (schema control, tested rollbacks)

This isn’t a best-practices checklist. It’s a blocking governance agent: no feature ships until data governance passes.

📂 Repo (with diagrams + templates): https://github.com/skylark118/core-data-steward-agent

Governance isn’t a side note — it’s the foundation. And for me, it’s always the first agent in play.