Google Cloud Solution Agentic Analytics Spark Knowledge Catalog
Discovers requirements and generates guidance to design and deploy a governed, secure agentic-analytics solution for data that's distributed across Google Cloud, other cloud providers, or on-premises. Data that's outside Google Cloud (such as data from Databricks, Snowflake, Salesforce, SAP, or Oracle systems) is accessed through federation mechanisms such as Apache Iceberg, other "zero-copy ETL" methods, or remote query push-down. Use this skill when designing an architecture for efficient analytics across large volumes of structured and unstructured data that's located in multiple systems and environments, including other cloud providers and on-premises.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
This skill provides a workflow to design and implement a governed, secure pipeline for agentic analytics solution across structured and unstructured data that's distributed across Google Cloud, on-premises systems, and other cloud providers.
What this skill does
Google Cloud Solution Agentic Analytics Spark Knowledge Catalog is a community-contributed Claude Code skill in the data-engineering sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/google-cloud-solution-agentic-analytics-spark-knowledge-catalog/ and loads when your prompt matches the skill's trigger.
Who uses this skill
The Google Cloud Solution Agentic Analytics Spark Knowledge Catalog Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 157,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
How to install
Free
Manual install (2 steps)
mkdir -p ~/.claude/skills/google-cloud-solution-agentic-analytics-spark-knowledge-catalog
curl -L https://claudskills.com/skills/google-cloud-solution-agentic-analytics-spark-knowledge-catalog/SKILL.md \
-o ~/.claude/skills/google-cloud-solution-agentic-analytics-spark-knowledge-catalog/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/google-cloud-solution-agentic-analytics-spark-knowledge-catalog/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/google-cloud-solution-agentic-analytics-spark-knowledge-catalog/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\google-cloud-solution-agentic-analytics-spark-knowledge-catalog\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
Pro
One-click install via the desktop app
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
Pro
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
Frequently asked questions
How do I install the Google Cloud Solution Agentic Analytics Spark Knowledge Catalog Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/google-cloud-solution-agentic-analytics-spark-knowledge-catalog/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Google Cloud Solution Agentic Analytics Spark Knowledge Catalog skill do?
Discovers requirements and generates guidance to design and deploy a governed, secure agentic-analytics solution for data that's distributed across Google Cloud, other cloud providers, or on-premises. Data that's outside Google Cloud (such as data from Databricks, Snowflake, Salesforce, SAP, or Oracle systems) is accessed through federation mechanisms such as Apache Iceberg, other "zero-copy ETL" methods, or remote query push-down. Use this skill when designing an architecture for efficient analytics across large volumes of structured and unstructured data that's located in multiple systems and environments, including other cloud providers and on-premises.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Google Cloud Solution Agentic Analytics Spark Knowledge Catalog skill?
Use Google Cloud Solution Agentic Analytics Spark Knowledge Catalog when your Claude Code task falls under the Engineering category — specifically in the data engineering area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Google Cloud Solution Agentic Analytics Spark Knowledge Catalog" or describe the task and let Claude pick). Browse related skills at
/category/engineering/.
What is a Claude Code skill and how does the Google Cloud Solution Agentic Analytics Spark Knowledge Catalog skill fit in?
A Claude Code skill is a
SKILL.md file that lives under
~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Google Cloud Solution Agentic Analytics Spark Knowledge Catalog is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
google. (2026). Google Cloud Solution Agentic Analytics Spark Knowledge Catalog [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/google-cloud-solution-agentic-analytics-spark-knowledge-catalog/
BibTeX
@misc{google-cloud-solution-agentic-analytics-spark-knowledge-catalog-2026,
author = {google},
title = {Google Cloud Solution Agentic Analytics Spark Knowledge Catalog [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/google-cloud-solution-agentic-analytics-spark-knowledge-catalog/}
}Embed this skill
Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →
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Security scan
Grade A · scanned 2026-07-22 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/google-cloud-solution-agentic-analytics-spark-knowledge-catalog/#security)
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