Summary
When your dashboard looks off or someone asks if they can trust yesterday's numbers, this checks table timestamps against a freshness scale (fresh under 4 hours, stale up to 24, very stale beyond that). It finds timestamp columns across common ETL patterns, queries for last update times, and reports status in a scannable format. If data is stale, it points you to the relevant Airflow DAG and suggests using the debugging-dags skill to investigate failures. Honestly just saves you from writing the same timestamp queries over and over, and the staleness scale gives you a shared vocabulary when something hasn't updated.
Install to Claude Code
npx -y skills add astronomer/agents --skill checking-freshness --agent claude-codeInstalls into .claude/skills of the current project.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Files
SKILL.md
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Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →First SeenApr 16, 2026
