Database
Google BigQuery agent skills for Claude Code, Codex and other agents.
- skills
- 99
- official
- 24
- Type
- Database
- Website
- cloud.google.com
- Official GitHub
- googleapis, GoogleCloudPlatform
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Google BigQuery skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
Official (24 skills)
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 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/ | 10k | — | ~3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | Analyzes BigQuery slot use, query costs and execution bottlenecks from INFORMATION_SCHEMA to diagnose slow queries, slot contention and unpartitioned scans. | google/ | 21k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Skill for Graph Query Language (GQL) or SQL/PGQ queries against a property graph. | google/ | 22k | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Translates Snowflake dbt SQL models into standardized BigQuery SQL, keeping Jinja constructs and tracking progress in a migration tasks file. | google/ | 21k | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Skill for BigQuery AI and Machine Learning queries using standard SQL and AI. | google/ | 22k | — | ~592 | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Manages datasets, tables, and jobs in BigQuery. An agent skill from google/skills. | google/ | 21k | 1 repo | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Generates Python code using BigQuery DataFrames (BigFrames). | google/ | 21k | 1 repo | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery. | aws/ | 2.8k | 1 repo | ~2.2k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 2.8k | 1 repo | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 21k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, billing models), and SQL queries. | google/ | 21k | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 21k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 13 | Summarizes Google Cloud Data Lineage graphs to help users debug data quality issues and understand data provenance for BQ/GCS. | google/ | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 21k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | Stores, retrieves, and manages data as objects in Cloud Storage on Google Cloud (also known colloquially as GCS) buckets. | google/ | 21k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 17 | Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. | github/ | 40k | 1 repo | ~1.3k | Automated safety check: Pass | MIT | today |
| 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/ | 21k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Discovers requirements and designs a borderless open data lakehouse using Lakehouse for Apache Iceberg and BigQuery data agents. | google/ | 21k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Analyzes the downstream impact (blast radius) when a BigQuery table or view is broken, stale, or modified. | google/ | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. | google/ | 21k | — | ~985 | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 2.8k | — | ~2.7k | Automated safety check: Notes | Apache-2.0 | today |
| 23 | Guide the user through connecting a new data warehouse source — Postgres, MySQL, Stripe, Hubspot, MongoDB, Salesforce, BigQuery, Snowflake, and so on. | PostHog/ | 721 | — | ~6k | Automated safety check: Pass | MIT | today |
| 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/ | 721 | — | ~2.2k | Automated safety check: Pass | MIT | today |
Community
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 25 | Debugs logical errors and data discrepancies in Dataflow templates by launching jobs via Terraform and comparing source (e.g. | GoogleCloudPlatform/ | 1.3k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 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/ | 4.5k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 27 | Functionally tests local Dataflow pipeline changes against the main branch using ephemeral GCP resources and gated approvals. | GoogleCloudPlatform/ | 1.3k | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | today |
| 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/ | 129 | 1 repo | ~2.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 29 | Scaffold, build, and verify a neocarta source or format connector against the connector contract. | neo4j-labs/ | 145 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 30 | 30.Mfs Find 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/ | 150 | — | ~4k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 31 | Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the datastream-to-spanner (CDC) template. | GoogleCloudPlatform/ | 1.3k | — | ~572 | Automated safety check: Pass | Apache-2.0 | today |
| 32 | 32.Mfs Ingest 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/ | 150 | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 33 | Expert system for reviewing utility patent applications against USPTO MPEP guidelines. | RobThePCGuy/ | 196 | 1 repo | ~1.3k | Automated safety check: Pass | MIT | today |
| 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/ | 127 | — | ~1.4k | Automated safety check: Pass | MIT | 5 days ago |
| 35 | Specific runner skill that creates integration tests for the gcs-spanner-dv (Data Validation) template. | GoogleCloudPlatform/ | 1.3k | — | ~517 | Automated safety check: Pass | Apache-2.0 | today |
| 36 | Author, validate, and manage Contact Center AI (CCAI) Insights Configurable Dashboards. | GoogleCloudPlatform/ | 106 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 37 | Answer analytical, KPI, metric, trend, cohort, and business-performance questions through a Sidemantic semantic layer. | sidequery/ | 129 | — | ~982 | Automated safety check: Pass | AGPL-3.0 | today |
| 38 | Generate reproducible analysis artifacts — SQL queries, Python visualizations, and summary tables — as you work through a BigQuery data analysis. | warpdotdev/ | 825 | — | ~1.1k | Automated safety check: Pass | MIT | 1 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/ | 1.8k | — | ~3.7k | Automated safety check: Pass | MIT | 20 days ago |
| 40 | Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the sourcedb-to-spanner (Bulk) template. | GoogleCloudPlatform/ | 1.3k | — | ~475 | Automated safety check: Pass | Apache-2.0 | today |
| 41 | Specific runner skill that delegates to the Template-Agnostic Meta-Test Orchestrator for the spanner-to-sourcedb (Reverse Migration) template. | GoogleCloudPlatform/ | 1.3k | — | ~479 | Automated safety check: Pass | Apache-2.0 | today |
| 42 | Fast, cloud-based patent searching across 100 million+ worldwide patents using Google BigQuery - keyword search, CPC classification, patent details retrieval | RobThePCGuy/ | 196 | — | ~1.4k | Automated safety check: Notes | MIT | today |
| 43 | Guide for implementing a database source connector in the v2/datastream-to-spanner forward migration Dataflow template. | GoogleCloudPlatform/ | 1.3k | — | ~1.7k | Automated safety check: Notes | Apache-2.0 | today |
| 44 | Guides through adding new features, MCP tools, analyzers, and extending the patent creator system. | RobThePCGuy/ | 196 | — | ~1.3k | Automated safety check: Notes | MIT | today |
| 45 | Guide for implementing a database source connector in the v2/sourcedb-to-spanner forward migration Dataflow template. | GoogleCloudPlatform/ | 1.3k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 46 | Adding a new warehouse or source adapter crate to the Rocky engine. | rocky-data/ | 304 | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 47 | Guide for implementing a database source connector in the v2/spanner-to-sourcedb reverse migration Dataflow template. | GoogleCloudPlatform/ | 1.3k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 48 | Design or add Sesori product analytics. An agent skill from sesori-ai/sesori_apps_monorepo. | sesori-ai/ | 125 | — | ~1.8k | Automated safety check: Pass | Unknown | today |
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.