google-cloud-solution-agentic-analytics-spark-knowledge-catalog
google-cloud-solution-agentic-analytics-spark-knowledge-catalog is an agent skill published by google, listed under deploy & operate. It lives in the google/skills repository, which has 21,580 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-22.
Discovers requirements and designs an end-to-end governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark (Lightning Engine). Connects to structured and unstructured distributed data in S3, Azure Blob, AlloyDB, and Iceberg, and uses Knowledge Catalog for metadata governance.
Install
skills is a generic installer for any repository of Claude agent skills -- it reads google/skills’s own structure rather than assuming one, the same way this page reads the skill’s own SKILL.md rather than assuming a format.
npx skills add google/skills
What it connects to
Unverified means a mention in the skill’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.
Maintenance
Discovers requirements and designs an end-to-end governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark (Lightning Engine). Use when designing data science and analytics workflows across structured and unstructured distributed data (including in S3, Azure Blob, AlloyDB, and Iceberg), establishing metadata governance with Knowledge Catalog aspect types, or grounding agentic IDEs (VS Code, Antigravity) by using the Google Cloud Data Agent Kit. Don't use for provisioning borderless data lakehouse infrastructure (use google-cloud-solution-agentic-ai-borderless-data-lakehouse instead).
google-cloud-solution-agentic-analytics-spark-knowledge-catalog compared with similar skills
| Skill | Publisher | What it does | Repo stars | Last update |
|---|---|---|---|---|
| google-cloud-solution-agentic-analytics-spark-knowledge-catalog (this page) | Discovers requirements and designs an end-to-end governed agentic analytics solution using Knowledge Catalog… | 21,580 | 2026-10-25 | |
| agent-platform-endpoint-management(same repository) | Manages Agent Platform serving endpoints. Use when you need to create, list, describe, update, or delete serv… | 21,580 | 2026-10-25 | |
| agent-platform-model-registry(same repository) | Agent Platform Model Registry Management. Use when you need to upload, list, describe, update, or delete mach… | 21,580 | 2026-10-25 | |
| application-design-center-design-deploy(same repository) | Processes GCP infrastructure design and deployment workflows within Application Design Center (ADC). Use when… | 21,580 | 2026-10-25 | |
| cloud-build-basics(same repository) | Teaches the fundamentals of Cloud Build on Google Cloud. Covers core concepts, API enablement, console naviga… | 21,580 | 2026-10-25 | |
| cloud-monitoring-chart-generation(same repository) | Generates Cloud Monitoring Server-Driven UI (SDUI) Widget and XyChart Protocol Buffer textprotos on Google Cl… | 21,580 | 2026-10-25 | |
| cloud-monitoring-metric-selection(same repository) | Retrieve, query, and identify relevant Cloud Monitoring metric descriptors on Google Cloud for a service or r… | 21,580 | 2026-10-25 |
Skills from the same repository first, then others for this job by repository stars. Figures are from each repository when we last read it.
Common questions about google-cloud-solution-agentic-analytics-spark-knowledge-catalog
- What does google-cloud-solution-agentic-analytics-spark-knowledge-catalog do?
- Discovers requirements and designs an end-to-end governed agentic analytics solution using Knowledge Catalog and Managed Service for Apache Spark (Lightning Engine). Connects to structured and unstructured distributed data in S3, Azure Blob, AlloyDB, and Iceberg, and uses Knowledge Catalog for metadata governance.
- How do I install google-cloud-solution-agentic-analytics-spark-knowledge-catalog?
- Run npx skills add google/skills. The skills installer reads the repository’s own structure, so it works for any repository of agent skills.
- Which AI clients can use google-cloud-solution-agentic-analytics-spark-knowledge-catalog?
- Its own description mentions VS Code. That is a mention in its description, not a test we ran.
- Who publishes google-cloud-solution-agentic-analytics-spark-knowledge-catalog?
- google.
- Is google-cloud-solution-agentic-analytics-spark-knowledge-catalog maintained, and what licence does it use?
- Its repository has 21,580 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-25. The repository declares the Apache-2.0 licence.
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