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Agentic data science architecture on Google Cloud v1.0.0

Use this resource to design a multi-product, agent-assisted data analysis and ML architecture

New

  • 422 downloads
  • 174 likes
  • 168 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install agentic-data-science-architecture

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent follows its four phases, from requirements discovery to validation, then proposes suitable Google Cloud products and how to connect them. It provides an architecture description and design recommendations. It does not cover writing agent code or simple queries.

Mostly picked by

Updated November 2, 2026

Card for the “Agentic data science architecture on Google Cloud” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: four-phase workflow from discovery to validation
  • assets/output-template.md: architecture description template
  • references/product-mapping.md: mapping of needs to products

Good fit for

  • You want an agent system for data analysis on Google Cloud
  • You are designing agent-assisted analysis around BigQuery

Not for

    Tags

    • data science
    • ai agents
    • bigquery
    • architecture

    About

    You say

    “Design an agent architecture that queries our BigQuery warehouse and produces analysis reports.”

    Card for the “Agentic data science architecture on Google Cloud” skill

    Skill published by google under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to design a multi-product, agent-assisted data analysis and ML architecture
    3. Review and adjust the result

    Content preview

    Files

    • assets/output-template.md7.9 KB
    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/attribution.md2 KB
    • references/design-recommendations.md4.9 KB
    • references/product-mapping.md3.1 KB
    • SKILL.md11.4 KB

    Origin and licence

    Listed unmodified

    Author
    google
    Source
    github.com/google/skills/tree/81b0e8f8f40513c31b3388e600506e8b48a85bc2/skills/cloud/google-cloud-solution-agentic-ai-data-science-workflow
    Licence
    Apache-2.0

    Notice

    « google-cloud-solution-agentic-ai-data-science-workflow » (google, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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