- Problem
- Coding agents and teammates need accurate database context before writing SQL. Table documentation, query conventions, and privacy rules can otherwise become scattered or outdated.
- Solution
- I built a shared GitHub repository containing approved table documentation, schema snapshots, read-only Redshift and Postgres query skills, reusable query workflows, and validation rules. It gives Codex, Claude Code, Cursor, and teammates the same starting point for database work.
- Outcome
- The repository makes database querying more consistent and easier to hand over. I designed it with privacy in mind, keeping credentials, real query outputs, local analyses, and user email addresses out of shared GitHub history.