The Atlan MCP Cookbook

Keep asset metadata fresh

Catch stale certifications, missing owners, and outdated descriptions early.

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On the menu

Use case
Govern & keep trusted
Action
Make changes
Persona
Data Governance Lead
Effort
Moderate
Runs in
any AI tool

The task

Scenario. Metadata drifts. In the analytics schema, certifications from last year are still marked current, a few owners have since left, and some descriptions describe a table that has since been reshaped. You want to surface what needs attention before the drift confuses someone downstream.

The ask

  • Tables in analytics certified more than 6 months ago
  • A review of which descriptions and owners look out of date
  • A warning announcement on the ones that need recertification

Hero prompt

Hero prompt

Find all tables in the analytics schema certified more than 6 months ago. Review their current descriptions and owners, and flag any that need recertification with a warning announcement.

Step by step

  1. Search for assets with stale or incomplete metadata.

    Step 1

    Find tables in the <schema> schema certified more than <6 months> ago.

  2. Compare what's changed against what's documented.

    Step 2

    Show which descriptions or owners look out of date.

  3. Update the fields, and announce it if the asset is in active use.

    Step 3

    Flag the ones needing recertification with a warning announcement.

What you'll give it

Required context

  • The scope to check (a schema, a domain, or the whole estate)
  • Your staleness threshold (certified more than 6 months ago)
  • Permission to post announcements and update metadata

Optional context

  • A definition of "in active use" (queried in the last 30 days, say), so announcements go only where they matter
  • The recertification owner to route flags to

What Atlan creates

Outputs

  • A list of analytics tables certified more than 6 months ago
  • A read on which descriptions and owners look out of date
  • A warning announcement on the tables that need recertification

Summary. Drift becomes a short, ranked worklist instead of a surprise. Anyone who opens a flagged table sees the recertification notice in context.

Writes to Atlan

Changed: a warning announcement on the flagged tables (and any field you approved). Left untouched: certifications themselves, which stay as they are until a human recertifies.

Follow-up prompts

Keep going once the first answer lands.

Narrow to what matters

Narrow to what matters

Of the flagged tables, show only the ones queried in the last 30 days (where usage data exists); ignore the dormant ones.

Draft the recert checklist

Draft the recert checklist

For each flagged table, list what a reviewer should confirm before recertifying it.

Route it

Route it

Group the flags by owning team so I can send each team its own list.

Tips & troubleshooting

Cook's note

Schedule this monthly. Drift is easier to fix a little at a time than all at once.

  • Match the tool to the work. This posts announcements; run it where you can see the flagged list before anything is posted, and confirm the scope.
  • Automate or chain it. This is the recipe most worth putting on a schedule: a monthly sweep keeps the estate honest without anyone remembering to run it.
  • Ask what it changed. Add "list every asset you posted an announcement on." That is your monthly drift log.
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