Database

Google BigQuery agent skills for Claude Code, Codex and other agents.

Serverless, highly scalable data warehouse on Google Cloud with built-in ML and SQL analytics.
skills
99
official
24
Type
Database
Website
cloud.google.com
Official GitHub
googleapis, GoogleCloudPlatform
Reviews
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Google BigQuery skills, ranked

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Official (24 skills)

Official Google BigQuery skills
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
1

Builds a retail product search agent on Google Cloud, from catalog ingestion into BigQuery and Vector Search to ADK scaffolding, evaluation and Cloud Run deployment.

google/adk-recipes10k—~3kAutomated safety check: PassApache-2.0yesterday
2

Analyzes BigQuery slot use, query costs and execution bottlenecks from INFORMATION_SCHEMA to diagnose slow queries, slot contention and unpartitioned scans.

google/skills21k—~2.3kAutomated safety check: PassApache-2.0today
3
3.Bigquery GraphOfficial

Skill for Graph Query Language (GQL) or SQL/PGQ queries against a property graph.

google/adk-python22k—~4.8kAutomated safety check: PassApache-2.0today
4

Translates Snowflake dbt SQL models into standardized BigQuery SQL, keeping Jinja constructs and tracking progress in a migration tasks file.

google/skills21k—~2.7kAutomated safety check: PassApache-2.0today
5
5.Bigquery AI MLOfficial

Skill for BigQuery AI and Machine Learning queries using standard SQL and AI.

google/adk-python22k—~592Automated safety check: PassApache-2.0today
6
6.Bigquery BasicsOfficial

Manages datasets, tables, and jobs in BigQuery. An agent skill from google/skills.

google/skills21k1 repo~1.1kAutomated safety check: PassApache-2.0today
7

Generates Python code using BigQuery DataFrames (BigFrames).

google/skills21k1 repo~1.3kAutomated safety check: PassApache-2.0today
8

Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery.

aws/agent-toolkit-for-aws2.8k1 repo~2.2kAutomated safety check: PassApache-2.0today
9

Import data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift, Snowflake, BigQuery, DynamoDB, or existing Glue…

aws/agent-toolkit-for-aws2.8k1 repo~2.8kAutomated safety check: PassApache-2.0today
10

Provides data-retrieval best practices, tool selection guidance, and performant SQL query syntax for BigQuery telemetry across INFORMATIONSCHEMA, Cloud Monitoring, and the REST API.

google/skills21k—~3.5kAutomated safety check: PassApache-2.0today
11

Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, billing models), and SQL queries.

google/skills21k—~2kAutomated safety check: PassApache-2.0today
12

Provides diagnostic workflows and step-by-step root-cause analysis procedures for actively broken, failing, or slow BigQuery jobs, execution graph and query plan stage bottlenecks, system…

google/skills21k—~2.5kAutomated safety check: PassApache-2.0today
13

Summarizes Google Cloud Data Lineage graphs to help users debug data quality issues and understand data provenance for BQ/GCS.

google/skills21k—~1.7kAutomated safety check: PassApache-2.0today
14

Answer natural language questions and perform analysis on GKE cluster and workload costs using BigQuery billing exports, cost allocation data, and live cluster monitoring metrics.

google/skills21k—~1.5kAutomated safety check: PassApache-2.0today
15

Stores, retrieves, and manages data as objects in Cloud Storage on Google Cloud (also known colloquially as GCS) buckets.

google/skills21k—~2.8kAutomated safety check: PassApache-2.0today
16

A skill your agent uses to manage Google Cloud Workload Manager evaluations, rules, scanned resources, and validation results by using public client libraries and the REST API.

google/skills21k—~1.7kAutomated safety check: PassApache-2.0today
17

Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness.

github/awesome-copilot40k1 repo~1.3kAutomated safety check: PassMITtoday
18

Retrieve, query, and identify relevant Google Cloud Monitoring metric descriptors for a GCP service or resource (such as Compute Engine, Spanner, BigQuery, Cloud Run, Cloud SQL, Pub/Sub, Cloud…

google/skills21k—~2.4kAutomated safety check: PassApache-2.0today
19

Discovers requirements and designs a borderless open data lakehouse using Lakehouse for Apache Iceberg and BigQuery data agents.

google/skills21k—~2.5kAutomated safety check: PassApache-2.0today
20

Analyzes the downstream impact (blast radius) when a BigQuery table or view is broken, stale, or modified.

google/skills21k—~1.7kAutomated safety check: PassApache-2.0today
21
21.Bigquery AI MLOfficial

Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics.

google/skills21k—~985Automated safety check: PassApache-2.0today
22

Guides an end-to-end data-warehouse migration to Amazon Redshift — discovery, schema/SQL/stored-procedure/macro/script conversion, data migration, validation, performance comparison, and reporting.

aws/agent-toolkit-for-aws2.8k—~2.7kAutomated safety check: NotesApache-2.0today
23

Guide the user through connecting a new data warehouse source — Postgres, MySQL, Stripe, Hubspot, MongoDB, Salesforce, BigQuery, Snowflake, and so on.

PostHog/posthog-foss721—~6kAutomated safety check: PassMITtoday
24

A skill your agent uses when the user asks about revenue, payments, subscriptions, billing, CRM deals, support tickets, ad spend, production database tables, or other data PostHog does not collect…

PostHog/posthog-foss721—~2.2kAutomated safety check: PassMITtoday

Community

Community Google BigQuery skills
#SkillRepositoryStarsUsed inTokensAuto-checkLicenceUpdated
25

Debugs logical errors and data discrepancies in Dataflow templates by launching jobs via Terraform and comparing source (e.g.

GoogleCloudPlatform/DataflowTemplates1.3k—~1.8kAutomated safety check: PassApache-2.0today
26

Detects flaky Go tests by analyzing GitHub Actions workflow runs across the last 7 days and all PRs — covering both the run-tests job (unit/integration) and the e2e-test job (gVisor and microVM…

agent-substrate/substrate4.5k—~3kAutomated safety check: PassApache-2.0today
27

Functionally tests local Dataflow pipeline changes against the main branch using ephemeral GCP resources and gated approvals.

GoogleCloudPlatform/DataflowTemplates1.3k—~2.8kAutomated safety check: NotesApache-2.0today
28

This skill should be used when the user wants to "set up tracing", "monitor my ADK agent", "configure logging", "add observability", "debug production traffic", or needs guidance on monitoring…

pifferologo/cloud-agents-cli1291 repo~2.5kAutomated safety check: PassApache-2.01 mo ago
29

Scaffold, build, and verify a neocarta source or format connector against the connector contract.

neo4j-labs/neocarta145—~1.9kAutomated safety check: PassApache-2.0yesterday
30

Search, grep, browse, and read across registered MFS data sources via the mfs CLI — codebases, docs, PDFs, web crawls, databases (postgres/mysql/mongo/snowflake/bigquery), issue trackers…

zilliztech/mfs150—~4kAutomated safety check: PassApache-2.02 mo ago
31

Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the datastream-to-spanner (CDC) template.

GoogleCloudPlatform/DataflowTemplates1.3k—~572Automated safety check: PassApache-2.0today
32

Register, update, or re-sync data sources for MFS so they become searchable — postgres / mysql / mongo / snowflake / bigquery, github / jira / linear / notion / hubspot / zendesk, slack / discord /…

zilliztech/mfs150—~4.7kAutomated safety check: PassApache-2.02 mo ago
33

Expert system for reviewing utility patent applications against USPTO MPEP guidelines.

RobThePCGuy/Claude-Patent-Creator1961 repo~1.3kAutomated safety check: PassMITtoday
34

Delegates dbt and warehouse tasks such as lineage, migrations and cost attribution to the altimate-code CLI agent and relays its answer back.

AltimateAI/data-engineering-skills127—~1.4kAutomated safety check: PassMIT5 days ago
35

Specific runner skill that creates integration tests for the gcs-spanner-dv (Data Validation) template.

GoogleCloudPlatform/DataflowTemplates1.3k—~517Automated safety check: PassApache-2.0today
36

Author, validate, and manage Contact Center AI (CCAI) Insights Configurable Dashboards.

GoogleCloudPlatform/cxas-scrapi106—~1.8kAutomated safety check: PassApache-2.0today
37

Answer analytical, KPI, metric, trend, cohort, and business-performance questions through a Sidemantic semantic layer.

sidequery/sidemantic129—~982Automated safety check: PassAGPL-3.0today
38

Generate reproducible analysis artifacts — SQL queries, Python visualizations, and summary tables — as you work through a BigQuery data analysis.

warpdotdev/oz-skills825—~1.1kAutomated safety check: PassMIT1 mo ago
39

Creates DrawIO XML diagrams of Google Cloud architectures from text or images, and analyzes existing .drawio files to list their GCP components.

a5c-ai/babysitter1.8k—~3.7kAutomated safety check: PassMIT20 days ago
40

Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the sourcedb-to-spanner (Bulk) template.

GoogleCloudPlatform/DataflowTemplates1.3k—~475Automated safety check: PassApache-2.0today
41

Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the spanner-to-sourcedb (Reverse Migration) template.

GoogleCloudPlatform/DataflowTemplates1.3k—~479Automated safety check: PassApache-2.0today
42

Fast, cloud-based patent searching across 100 million+ worldwide patents using Google BigQuery - keyword search, CPC classification, patent details retrieval

RobThePCGuy/Claude-Patent-Creator196—~1.4kAutomated safety check: NotesMITtoday
43

Guide for implementing a database source connector in the v2/datastream-to-spanner forward migration Dataflow template.

GoogleCloudPlatform/DataflowTemplates1.3k—~1.7kAutomated safety check: NotesApache-2.0today
44

Guides through adding new features, MCP tools, analyzers, and extending the patent creator system.

RobThePCGuy/Claude-Patent-Creator196—~1.3kAutomated safety check: NotesMITtoday
45

Guide for implementing a database source connector in the v2/sourcedb-to-spanner forward migration Dataflow template.

GoogleCloudPlatform/DataflowTemplates1.3k—~1.9kAutomated safety check: PassApache-2.0today
46

Adding a new warehouse or source adapter crate to the Rocky engine.

rocky-data/rocky304—~2kAutomated safety check: PassApache-2.0today
47

Guide for implementing a database source connector in the v2/spanner-to-sourcedb reverse migration Dataflow template.

GoogleCloudPlatform/DataflowTemplates1.3k—~1.8kAutomated safety check: PassApache-2.0today
48

Design or add Sesori product analytics. An agent skill from sesori-ai/sesori_apps_monorepo.

sesori-ai/sesori_apps_monorepo125—~1.8kAutomated safety check: PassUnknowntoday

Questions, answered from the data.

What is the best Google BigQuery skill?

Retail Product Search Agent (official) from google/adk-recipes ranks first of the 99 Google BigQuery skills listed here, with the highest score: its repository has 10k GitHub stars, its SKILL.md loads about 3k tokens and it passes the automated safety check with no findings. Next come BigQuery Slot and Cost Optimizer and Bigquery Graph.

Is there an official Google BigQuery skill?

24 of the 99 Google BigQuery skills are official, published by the vendor's own GitHub organization: Retail Product Search Agent, BigQuery Slot and Cost Optimizer, Bigquery Graph, dbt Snowflake to BigQuery Translator, Bigquery AI ML and 19 more.

How are these skills ranked?

By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.