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discovering-gcp-data-assets

Discover and inspect Google Cloud data assets via Dataplex metadata.

Updated Aug 23, 2026
Search Tags:#BigQuery#Spanner#Google Cloud#data discovery#metadata retrieval
One-click install
npx skills add https://github.com/rose4320/Eldonia-Nex --skill discovering-gcp-data-assets-rose4320
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: discovering-gcp-data-assets
Source: https://github.com/rose4320/Eldonia-Nex/tree/main/.cursor/skills/discovering-gcp-data-assets
Command: npx skills add https://github.com/rose4320/Eldonia-Nex --skill discovering-gcp-data-assets-rose4320

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires gcloud, gcloud-dp, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill simplifies the process of finding, exploring, and inspecting data assets within Google Cloud, addressing challenges such as locating specific datasets, retrieving metadata, and understanding governance policies.

Core Features & Use Cases

  • Asset Discovery: Locate BigQuery datasets, tables, views, BigLake catalog, Spanner instances, and more.
  • Metadata Retrieval: Access schema, metadata, and governance policies for GCP data assets.
  • Keyword Search: Find data using keywords or topics without specific table or resource ID.
  • Semantic Search: Utilize natural language to describe data needs and receive relevant results.
  • Use Case: Quickly find and inspect the schema of a BigQuery dataset without knowing its ID.

Quick Start

Use the discovering-gcp-data-assets skill to find and inspect the schema of a BigQuery dataset by providing its name or a related keyword.

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 datasets and tables in Google Cloud without knowing the exact ID?▼

Locate BigQuery datasets without an ID by using semantic search to discover data assets. This approach leverages Dataplex Lookup Context to retrieve relevant schemas and governance policies based on natural language descriptions.

Can I retrieve schema and governance metadata for Spanner instances using gcloud?▼

Yes, you can retrieve schema and governance metadata for Spanner instances. The discovery process automates inspection of Google Cloud data assets, utilizing the gcloud CLI and Dataplex API to access detailed resource information.

What Google Cloud permissions do I need to inspect data assets and retrieve metadata?▼

Inspecting data assets and retrieving metadata requires Dataplex API permissions. You must configure gcloud with appropriate access levels to utilize Dataplex Lookup Context for discovering BigQuery, BigLake, and Spanner resources.

Does Dataplex Lookup Context support semantic search for discovering BigLake catalogs?▼

Yes, Dataplex Lookup Context supports semantic search for discovering BigLake catalogs. You can describe your data needs in natural language, and the system returns relevant Google Cloud data assets along with their metadata.

What is the best way to automate discovery of Google Cloud data assets across multiple services?▼

The best way to automate discovery across multiple services is using a Skill that integrates gcloud and Dataplex APIs. It programmatically locates BigQuery, Spanner, and BigLake assets while retrieving their schemas and governance policies.

Why does my Google Cloud data discovery fail when querying Dataplex metadata?▼

Data discovery fails when querying Dataplex metadata if the required Dataplex API permissions are missing. Ensure your gcloud environment is properly authenticated and authorized to perform semantic searches and asset inspections.

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