About this skill
Syncing Rails Postgres to a data warehouse (Snowflake, BigQuery, Redshift) — Fivetran / Airbyte / Hightouch / Stitch / Census / CDC via Debezium, when ELT beats ETL, dbt for transformation, reverse-ETL to push warehouse data back into ops tools, schemas for analytics vs OLTP, when to add columns vs separate tables, PII isolation in the warehouse. Use when the user mentions data warehouse, Snowflake, BigQuery, Redshift, dbt, Fivetran, Airbyte, Hightouch, Census, reverse ETL, "analytics on top of our Rails DB", or wants BI tooling on Rails data.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
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Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 084edf339953c1f1e5d97061ec26304fc529c89ba6c9d687e9419f14a2afe3d7
About this listing
- Category
- Data & analytics
- Reported license
- MIT
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.