bigquery-pipeline-audit

Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness with exact patch locations.

github ↓ 8.7k
Claude Code
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What it does

  • Is this inside a loop, retry block, or async gather?
  • What is the realistic worst-case call count?
  • For each client.query, is QueryJobConfig.maximumbytesbilled set?
  • Is the same SQL and params being executed more than once in a single run?
  • Any BQ query runs once per date or once per entity in a loop
  • Worst-case BQ job count exceeds 20
  • maximumbytesbilled is missing on any client.query call

Requirements & configuration

  • execute requires explicit confirmation for prod (--env=prod --confirm)

Configuration: GENERATE_DATE_ARRAYMAX_CHUNKSDATECASTSELECTREGEXPJSON_EXTRACTINSERT

Derived from the skill's own SKILL.md documentation · extracted 2026-07-23

Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness with exact patch locations.

Source

Repository: https://github.com/github/awesome-copilot

bigquery-pipeline-audit FAQ

What does the bigquery-pipeline-audit skill do?

Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations. Is this inside a loop, retry block, or async gather? What is the realistic worst-case call count?

What does bigquery-pipeline-audit require?

execute requires explicit confirmation for prod (--env=prod --confirm) Configuration keys: GENERATE_DATE_ARRAY, MAX_CHUNKS, DATE, CAST, SELECT, REGEXP, JSON_EXTRACT, INSERT.

How do I install bigquery-pipeline-audit?

Run: npx -y skills add https://github.com/github/awesome-copilot --skill bigquery-pipeline-audit --agent claude-code — the source lives at github.com/github/awesome-copilot.

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