The same tools you love — now in your terminal.
Built first for AI agents, but just as useful for humans. Fast, private, and designed for data engineering workflows.
npx smathr --help
npm install -g smathr
smathr validate jsonValidate, repair, and format JSON with jsonrepair
smathr validate yamlValidate and reformat YAML configs
smathr convertBidirectional JSON ↔ YAML conversion
smathr format sqlPretty-print, minify, or one-line SQL (8 dialects)
smathr csv profileProfile CSVs + generate BigQuery, dbt, and JSON schemas
Structured JSON output, reliable exit codes, and clear error details with line/column information.
Everything runs locally. No data is ever sent anywhere.
dbt, BigQuery, Airflow, Snowflake — the tools and examples are built for real data work.