.claude/skills/bq-query/SKILL.md
Execute BigQuery SQL queries using bq CLI. Use when user asks to run SQL, query data, extract features, or interact with BigQuery tables.
npx skillsauth add praveenmaiya/holley-rec bq-queryInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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bq query --use_legacy_sql=false --format=prettyjson < sql/recommendations/extract/query.sql
bq query --use_legacy_sql=false \
--parameter='start_date:DATE:2024-01-01' \
--parameter='end_date:DATE:2024-01-02' \
< sql/recommendations/extract/users.sql
bq query --dry_run --use_legacy_sql=false < sql/recommendations/extract/query.sql
bq query --use_legacy_sql=false "SELECT COUNT(*) FROM \`project.dataset.table\`"
sql/recommendations/ organized by ETL stage--use_legacy_sql=false (standard SQL)agent_docs/bigquery_patterns.md for naming conventions--dry_run first for large queries to estimate costFor development, limit results:
bq query --use_legacy_sql=false --max_rows=1000 < query.sql
testing
Generate a team-facing weekly status update from STATUS_LOG.md and git history.
testing
Run QA validation checks on the recommendation pipeline output. Use after pipeline runs to verify data quality.
research
Compare Personalized vs Static treatment performance with unbiased methodology. Use for A/B analysis and treatment comparison.
testing
Show current pipeline and deployment status. Use for quick health check.