checking-freshness

Installation
SKILL.md

Data Freshness Check

Quickly determine if data is fresh enough to use.

Freshness Check Process

For each table to check:

1. Find the Timestamp Column

Look for columns that indicate when data was loaded or updated:

  • _loaded_at, _updated_at, _created_at (common ETL patterns)
  • updated_at, created_at, modified_at (application timestamps)
  • load_date, etl_timestamp, ingestion_time
  • date, event_date, transaction_date (business dates)

Query INFORMATION_SCHEMA.COLUMNS if you need to see column names.

2. Query Last Update Time

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First Seen
Jan 23, 2026
checking-freshness — astronomer/agents