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BigQuery optimization: cost, storage and queries v1.0.0

Use this resource to reduce cost and improve the layout of your BigQuery environments

New

  • 513 downloads
  • 172 likes
  • 184 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install bigquery-cost-storage-optimization

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 reviews capacity and editions, then proposes partitioning, clustering and lifecycle rules that fit. It also reviews SQL queries and acceleration options such as search indexes, materialized views and BI Engine. You get recommendations and the DDL to apply, with execution guardrails.

Mostly picked by

Updated November 2, 2026

Card for the “BigQuery optimization: cost, storage and queries” 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: optimization workflows and execution guardrails
  • references/sql_optimization.md: SQL query optimization
  • references/table_partitioning_clustering.md: table partitioning and clustering

Good fit for

  • Your BigQuery bill is rising and you need to find the source
  • You are planning a move to a new capacity edition

Not for

    Tags

    • bigquery
    • optimization
    • cost
    • sql

    About

    You say

    “Analyze my logs_web table to partition it and cut the cost of the dashboard queries.”

    Card for the “BigQuery optimization: cost, storage and queries” 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 reduce cost and improve the layout of your BigQuery environments
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/attribution.md1.9 KB
    • references/bi_engine.md7.4 KB
    • references/capacity_planning_editions.md7.1 KB
    • references/materialized_views.md5 KB
    • references/search_indexes.md4.2 KB
    • references/sql_optimization.md24.3 KB
    • references/storage_billing_models.md6.4 KB
    • references/storage_lifecycle_management.md2.3 KB
    • references/table_partitioning_clustering.md15.6 KB
    • SKILL.md9.5 KB

    Origin and licence

    Listed unmodified

    Author
    google
    Source
    github.com/google/skills/tree/81b0e8f8f40513c31b3388e600506e8b48a85bc2/skills/cloud/bigquery-optimization
    Licence
    Apache-2.0

    Notice

    « bigquery-optimization » (google, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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