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SKILL verified Apache-2.0 Self-run

Bigquery Basics

skill-kilo-org-kilo-marketplace-bigquery-basics · by Kilo-Org

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Install

$ agentstack add skill-kilo-org-kilo-marketplace-bigquery-basics

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

BigQuery Basics

BigQuery is a serverless, AI-ready data platform that enables high-speed analysis of large datasets using SQL and Python. Its disaggregated architecture separates compute and storage, allowing them to scale independently while providing built-in machine learning, geospatial analysis, and business intelligence capabilities.

Setup and Basic Usage

  1. Enable the BigQuery API:

``bash gcloud services enable bigquery.googleapis.com --quiet ``

  1. Create a Dataset:

``bash bq mk --dataset --location=US my_dataset ``

  1. Create a Table:

Create a file named schema.json with your table schema:

``json [ { "name": "name", "type": "STRING", "mode": "REQUIRED" }, { "name": "post_abbr", "type": "STRING", "mode": "NULLABLE" } ] ``

Then create the table with the bq tool:

``bash bq mk --table my_dataset.mytable schema.json ``

  1. Run a Query:

``bash bq query --use_legacy_sql=false \ 'SELECT name FROM bigquery-public-data.usanames.usa1910_2013 \ WHERE state = "TX" LIMIT 10' ``

Reference Directory

  • [Core Concepts](references/core-concepts.md): Storage types, analytics

workflows, and BigQuery Studio features.

  • [CLI Usage](references/cli-usage.md): Essential bq command-line tool

operations for managing data and jobs.

  • [Client Libraries](references/client-library-usage.md): Using Google Cloud

client libraries for Python, Java, Node.js, and Go.

  • [MCP Usage](references/mcp-usage.md): Using the BigQuery remote MCP server and

related client integrations.

  • [Infrastructure as Code](references/iac-usage.md): Terraform examples for

datasets, tables, and reservations.

  • [IAM & Security](references/iam-security.md): Roles, permissions, and data

governance best practices.

If you need product information not found in these references, use the Developer Knowledge MCP server search_documents tool.

Related Skills

  • [BigQuery AI & ML Skill](../bigquery-ai-ml):

SKILL.md file for BigQuery AI and ML capabilities (forecast, anomaly detection, text generation).

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.