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AubreyHan
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discovering-gcp-data-assets

Discover and inspect Google Cloud data assets via Dataplex search.

Updated Jun 10, 2026
Search Tags:#schema#metadata#governance#google cloud#data discovery#bigquery#dataplex
One-click install
npx skills add https://github.com/AubreyHan/SKILL_Repo --skill discovering-gcp-data-assets-aubreyhan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: discovering-gcp-data-assets
Source: https://github.com/AubreyHan/SKILL_Repo/tree/main/discovering-gcp-data-assets
Command: npx skills add https://github.com/AubreyHan/SKILL_Repo --skill discovering-gcp-data-assets-aubreyhan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you quickly find, inspect, and understand Google Cloud data assets when you only have a business term, a partial name, or a need for schema and governance details.

Core Features & Use Cases

  • Asset Discovery: Search Dataplex to locate BigQuery, BigLake, Spanner, and Cloud Storage assets even when the exact ID is unknown.
  • Deep Metadata Inspection: Retrieve schema, catalog metadata, and governance details for the discovered asset.
  • Direct Public Dataset Handling: Handle BigQuery public datasets by inspecting them directly when catalog lookup is not available.
  • Use Case: A data analyst asks for the “sales data” table, and this Skill finds the right asset, resolves its full entry name, and returns the metadata needed to work with it.

Quick Start

Ask the Skill to find the Google Cloud data asset you need and return its full entry name, schema, and metadata.

Frequently Asked Questions about discovering-gcp-data-assets

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I find BigQuery table schemas when I only know the business term?▼

To find BigQuery table schemas using a business term, search Google Cloud Dataplex to locate the asset and retrieve its full schema and governance metadata. This resolves partial names to exact catalog entries for direct inspection.

What is the best way to inspect Google Cloud data assets across BigLake and Spanner?▼

The best way to inspect Google Cloud data assets across BigLake and Spanner is to use Dataplex search and lookup. Providing full entry names retrieves rich catalog metadata, including schema and governance details, for comprehensive inspection.

Can I retrieve BigQuery public dataset metadata without a Dataplex catalog lookup?▼

Yes, you can retrieve BigQuery public dataset metadata without a Dataplex catalog lookup. The discovery mechanism handles public datasets directly to return schema and asset details when standard catalog lookup is unavailable.

Do I need full Dataplex entry names to get governance details for Cloud Storage assets?▼

Yes, you need full Dataplex entry names to get governance details for Cloud Storage assets. Full projects entry names are required to execute the lookup and retrieve rich metadata for cataloged GCP resources.

Why does my GCP data discovery search fail to return schema information?▼

GCP data discovery searches fail to return schema information when the exact asset ID is unknown or the lookup lacks full entry names. Searching Dataplex with partial names locates the asset first to resolve the correct entry for metadata retrieval.

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