MCP CheckClaude skills for BigQuery
The 27 strongest of 30 BigQuery skills on GitHub. Skills built for BigQuery come first; no repository gets more than 3 spots. Each links to its folder; copy it into ~/.claude/skills/ to use it.
bigquery pipeline audit
Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.
github/awesome-copilot★ 41kMITFolder:
bigquery-pipeline-auditga4 bigquery schema
GA4 BigQuery Export Schema Reference — complete field reference, nested structures, query patterns, and performance tips
cognyai/claude-code-marketing-skills★ 111No licence statedFolder:
ga4-bigquery-schemaoptimizing bigquery queries
Reduce Google BigQuery cost and runtime — partitioning and clustering, minimizing bytes processed, avoiding SELECT * and full scans, slot usage and reservations, approximate functions, and materialized views. Use when BigQuery queries are expensive or…
Unknown-333/awesome-data-engineering-skills★ 25Licence: see repoFolder:
optimizing-bigquery-queriesimaging data commons
Queries and downloads public cancer imaging data from NCI Imaging Data Commons. Supports IDC collection discovery, DICOM access, radiology (CT, MR, PET) and pathology AI datasets, metadata SQL, visualization, licensing, and citations. Uses public metadata…
K-Dense-AI/scientific-agent-skills★ 55kMITFolder:
imaging-data-commonssql queries
Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploaded diagrams or documentation. Use when writing SQL, building data reports, exploring databases, or…
phuryn/pm-skills★ 28kMITFolder:
sql-queriesgcp audit logs
Configure GCP Cloud Audit Logs for compliance. Set up log routing and BigQuery analysis. Use when auditing GCP activity.
BagelHole/DevOps-Security-Agent-Skills★ 1.2kMITFolder:
gcp-audit-logsgcp patterns
Cloud Run deployment, BigQuery optimization, Pub/Sub patterns, IAM best practices
vibeeval/vibecosystem★ 541MITFolder:
gcp-patternsdeploying on gcp
Implement applications using Google Cloud Platform (GCP) services. Use when building on GCP infrastructure, selecting compute/storage/database services, designing data analytics pipelines, implementing ML workflows, or architecting cloud-native…
ancoleman/ai-design-components★ 525MITFolder:
deploying-on-gcpuspto database
Access USPTO patent data via PatentsView REST API and Google Patents Public Data (BigQuery). Search by inventor, assignee, CPC, or keywords; download metadata and claims; analyze portfolios; track tech trends. For IP landscape analysis, competitor…
jaechang-hits/SciAgent-Skills★ 384Licence: see repoFolder:
uspto-databasegcp development
Google Cloud Platform (GCP) development best practices for Cloud Functions, Cloud Run, Firestore, BigQuery, and Infrastructure as Code.
Mindrally/skills★ 288Apache-2.0Folder:
gcp-developmentaltimate code
Delegates dbt and warehouse work to altimate-code, a specialized CLI agent with 100+ purpose-built data tools. USE THIS SKILL FIRST whenever the task mentions or implies: warehouse access (Snowflake, BigQuery, Redshift, Databricks, Postgres, MySQL,…
AltimateAI/data-engineering-skills★ 130MITFolder:
altimate-codedata pipeline etl expert
Expert guide for Data Pipelines, ETL/ELT, and Analytics Engineering. Covers dbt, Apache Airflow, Dagster, BigQuery, ClickHouse, and DuckDB / Panduan ahli untuk Data Pipelines, ETL/ELT. Mencakup dbt, Airflow, Dagster, BigQuery, ClickHouse, dan DuckDB.
roedyrustam/vibes-plug★ 116MITFolder:
data-pipeline-etl-expertconversion debug
Conversion Tracking Debugger — diagnose discrepancies across GTM, GA4, Google Ads & Meta Pixel with live API access, BigQuery validation queries, and troubleshooting flowcharts
cognyai/claude-code-marketing-skills★ 111No licence statedFolder:
conversion-debugcwv audit
Core Web Vitals Reference — LCP, INP, CLS thresholds, root causes, optimization fixes, CrUX BigQuery queries, web-vitals library usage, and SEO impact
cognyai/claude-code-marketing-skills★ 111No licence statedFolder:
cwv-auditanalytics insights
Drive Google Analytics (GA4), Google Tag Manager, Google Search Console, and BigQuery from chat — tracking plans, GA4 reports, key-event (conversion) setup, custom dimensions and metrics, GTM audits, GSC performance, and GA4 BigQuery export queries. Use…
hyperfx-ai/marketing-skills★ 107MITFolder:
analytics-insightsdeepline gtm
GTM leads, enrichment, outreach, Plays, developer signals/Reo.dev. Providers:…
getaero-io/gtm-eng-skills★ 72MITFolder:
deepline-gtmanalysis artifacts
Use when the user requests a deep dive, exploratory analysis, or data analysis on BigQuery. Not for credential, publish, deploy, or irreversible changes.
OutlineDriven/outline-driven-development★ 55Apache-2.0Folder:
analysis-artifactsdbt model index
Use when a human-curated dbt model index must guide BigQuery SQL for a warehouse question. Not for discovering undocumented models or executing warehouse changes.
OutlineDriven/outline-driven-development★ 55Apache-2.0Folder:
dbt-model-indexgoogle skills
Finds and loads the right official Google Cloud skill (GKE, Vertex AI, BigQuery, Cloud Run, Cloud SQL, Cloud Build, Cloud Monitoring, Cloud Logging, IAM, networking, Cloud Storage, Filestore, SLO alerting, Well-Architected Framework, etc.) from a local,…
jjmartres/ai-coding-agents★ 48MITFolder:
google-skillsgcp architect
Design Google Cloud architectures — GKE, Cloud Run, BigQuery, Pub/Sub, and Cloud Spanner solutions.
inbharatai/claude-skills★ 41MITFolder:
gcp-architectcreate dataflow
Use this skill when the user wants to create a new dataflow, set up a new data import, connect a new data source to a destination, pull data from an integration into Google Sheets or BigQuery or another destination, or configure a source-to-destination…
coupler-io/skills★ 39MITFolder:
create-dataflowoptimizing sql queries
Optimize slow analytical SQL by reading query/EXPLAIN plans, cutting scanned data, fixing join strategy, and using partitioning, clustering, and indexes across Postgres, Snowflake, BigQuery, Databricks/Spark SQL, and Redshift. Use when a query is slow,…
Unknown-333/awesome-data-engineering-skills★ 25Licence: see repoFolder:
optimizing-sql-queriesterraform for data infra
Provision data infrastructure with Terraform — warehouses, buckets, IAM/roles, orchestration, and streaming resources — using modules, remote state, workspaces/environments, and safe plan/apply workflows. Use when writing Terraform for…
Unknown-333/awesome-data-engineering-skills★ 25Licence: see repoFolder:
terraform-for-data-infratypescript data engineering
Use when building data pipelines, ETL jobs, event processors, message-broker producers/consumers, application caching layers, database migrations, BigQuery queries, or event-sourcing handlers in TypeScript. Triggers on edits to indexer/ETL/migration code,…
LazyIsEfficient/agentic-os★ 17MITFolder:
typescript-data-engineeringpytest databases
Auto-activate for pytest_databases, Docker DB fixtures, PostgreSQL/pgvector/ParadeDB, MySQL/MariaDB, Oracle/SQL Server, CockroachDB, MongoDB, Redis/Valkey, BigQuery/Spanner, MinIO, or RustFS. Not for mocked DBs.
litestar-org/litestar-skills★ 16MITFolder:
pytest-databasessoda checks
Authors and runs SodaCL (Soda Checks Language) checks against SQL warehouses (Snowflake, BigQuery, Postgres, Redshift, etc.) via `soda scan`, configures scan profiles in configuration.yml, and gates CI on scan exit code. Use when the user works with Soda…
testland/qa★ 13MITFolder:
soda-checksdata engineer
Design and build production-grade data pipelines, ETL/ELT workflows, data warehouses, and streaming architectures. Use when the user asks about data pipelines, ETL/ELT, dbt models, Airflow DAGs, Kafka, data warehouses (Snowflake, BigQuery, Redshift), data…
CODE-SAURABH/OpenSkills★ 3MITFolder:
data-engineer
Claude skills for BigQuery: what people ask
Is there a Claude skill for BigQuery?
There are 30 of them, spread over 23 repositories on GitHub. Named for it and most starred: bigquery pipeline audit (github/awesome-copilot, ★ 41k), ga4 bigquery schema (cognyai/claude-code-marketing-skills, ★ 111) and optimizing bigquery queries (Unknown-333/awesome-data-engineering-skills, ★ 25). Stars rate the repository a skill sits in, not the skill.
How do I install a Claude skill for BigQuery?
For BigQuery, take the bigquery-pipeline-audit folder from github/awesome-copilot (the folder that holds SKILL.md) into ~/.claude/skills/ to use it in every Claude Code project, or into .claude/skills/ for one project. In the Claude apps, zip that folder and upload it as a custom skill in settings.
What should I check before installing a BigQuery skill?
A BigQuery skill is instructions Claude follows, and it can bundle scripts Claude runs, so read SKILL.md and every script first: for bigquery pipeline audit, that is everything in the bigquery-pipeline-audit folder. 1 of the 27 here, data engineer, come from repositories with under 10 stars, so few people have looked at it. Red flags: piping a download into a shell, sending files to a URL, and instructions to hide what it does from you.
Are these BigQuery skills maintained?
19 of the 30 BigQuery skills sit in repositories that changed in the 30 days before 31 Oct 2026.
Are these BigQuery skills official?
No. None of the 30 BigQuery skills comes from Anthropic's own skills repository, so all of them are community-made across 23 repositories.
Can I use these BigQuery skills at work?
Of the 27 BigQuery skills listed here, 20 sit in repositories under an open licence such as MIT or Apache 2.0, and 3, such as ga4 bigquery schema and conversion debug, state no licence at all, which legally means you may not reuse them. Check the licence file before you copy one into company work.
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