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discovering-gcp-data-assets

Discover and retrieve metadata for GCP data assets via Dataplex.

Updated Jun 15, 2026
Search Tags:#BigQuery#Spanner#Google Cloud#data discovery#metadata retrieval
One-click install
npx skills add https://github.com/ironkid90/lucky5-v8 --skill discovering-gcp-data-assets-ironkid90
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: discovering-gcp-data-assets
Source: https://github.com/ironkid90/lucky5-v8/tree/main/plugins/skills/discovering-gcp-data-assets
Command: npx skills add https://github.com/ironkid90/lucky5-v8 --skill discovering-gcp-data-assets-ironkid90

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the process of finding and inspecting data assets within Google Cloud, catering to various data exploration needs without leaving the conversation flow.

Core Features & Use Cases

  • Data Asset Discovery: Locates data assets like BigQuery datasets, tables, or views, Spanner instances, and more.
  • Schema and Metadata Retrieval: Fetches detailed schema and metadata for data assets.
  • Keyword-Based Search: Enables search by keyword or topic, ideal for situations where specific table or resource IDs are unknown.
  • Semantic Search: Supports natural language queries to find relevant data assets based on the user's intent.
  • Public Dataset Inspection: Handles direct inspection of public datasets from the bigquery-public-data project.

Quick Start

Use the discovering-gcp-data-assets skill to find all data assets related to 'sales' in your Google Cloud environment.

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 discover data assets in Google Cloud when I only know a keyword like 'sales'?▼

You can discover Google Cloud data assets by using keyword-based or semantic search to locate BigQuery datasets, tables, or Spanner instances without needing specific resource IDs.

Can I inspect public BigQuery datasets using this approach?▼

Yes, you can inspect public BigQuery datasets by directly querying resources within the bigquery-public-data project to retrieve their detailed schemas and metadata.

How does Dataplex retrieve metadata for BigQuery and Spanner resources?▼

Dataplex retrieves metadata for BigQuery and Spanner resources by identifying data assets through the Dataplex API and fetching their detailed schemas using Google Cloud tools.

Do I need the Dataplex API enabled to search for GCP data assets?▼

Yes, searching for GCP data assets requires a Google Cloud project with the Dataplex API enabled and appropriate Dataplex API permissions configured.

What is the best way to find BigQuery table schemas without leaving my conversation flow?▼

The best way to find BigQuery table schemas without leaving your conversation flow is using natural language semantic queries to locate relevant data assets and fetch their metadata.

Are there limitations when searching for GCP data assets across different services?▼

Limitations include requiring specific Dataplex API permissions and a configured Google Cloud project, meaning you cannot discover assets in environments where the Dataplex API is unavailable.

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