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profiling-tables

astronomer/agents

Generate a comprehensive profile of a table that a new team member could use to understand the data.

Installs395
Install command
npx skills add https://github.com/astronomer/agents --skill profiling-tables
Security audits
Gen Agent Trust HubPASS
SocketPASS
SnykPASS
About this skill
Generate a comprehensive profile of a table that a new team member could use to understand the data. Query column metadata: If the table name isn't fully qualified, search INFORMATION_SCHEMA.TABLES to locate it first. Run via run_sql : For each column, gather appropriate statistics based on data type: For columns that look like categorical/dimension keys: This reveals: Get representative rows: If the table is large and you want variety, sample from different time periods or categories. Summarize quality across dimensions: Provide a structured profile: 2-3 sentences describing what this table contains, who uses it, and how fresh it is. List any data quality concerns discovered. 3-5 useful queries for common questions about this data. - High-cardinality columns (likely IDs or unique values) - Low-cardinality columns (likely categories or status fields) - Skewed distributions (one value dominates) - Which columns have NULLs? What percentage?

Source description provided by the upstream skill listing. Community reviews and install context appear in the sections below.

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FAQ
What does profiling-tables do?

Generate a comprehensive profile of a table that a new team member could use to understand the data.

Is profiling-tables good?

profiling-tables does not have approved reviews yet, so SkillJury cannot publish a community verdict.

What agent does profiling-tables work with?

profiling-tables currently lists compatibility with codex, gemini-cli, opencode, cursor, amp, github-copilot.

What are alternatives to profiling-tables?

Skills in the same category include telegram-bot-builder, flutter-app-size, sharp-edges, iterative-retrieval.

How do I install profiling-tables?

npx skills add https://github.com/astronomer/agents --skill profiling-tables

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