login
existential-birds

postgres-code-review

by @existential-birds in AI & LLM
15
2
# Install this skill:
npx skills add existential-birds/beagle --skill "postgres-code-review"

Install specific skill from multi-skill repository

# Description

Reviews PostgreSQL code for indexing strategies, JSONB operations, connection pooling, and transaction safety. Use when reviewing SQL queries, database schemas, JSONB usage, or connection management.

# SKILL.md

name: postgres-code-review
description: Reviews PostgreSQL code for indexing strategies, JSONB operations, connection pooling, and transaction safety. Use when reviewing SQL queries, database schemas, JSONB usage, or connection management.

PostgreSQL Code Review

Quick Reference

Issue Type Reference
Missing indexes, wrong index type, query performance references/indexes.md
JSONB queries, operators, GIN indexes references/jsonb.md
Connection leaks, pool configuration, timeouts references/connections.md
Isolation levels, deadlocks, advisory locks references/transactions.md

Review Checklist

  • [ ] WHERE/JOIN columns have appropriate indexes
  • [ ] Composite indexes match query patterns (column order matters)
  • [ ] JSONB columns use GIN indexes when queried
  • [ ] Using proper JSONB operators (->, ->>, @>, ?)
  • [ ] Connection pool configured with appropriate limits
  • [ ] Connections properly released (context managers, try/finally)
  • [ ] Appropriate transaction isolation level for use case
  • [ ] No long-running transactions holding locks
  • [ ] Advisory locks used for application-level coordination
  • [ ] Queries use parameterized statements (no SQL injection)

When to Load References

  • Reviewing SELECT queries with WHERE/JOIN β†’ indexes.md
  • Reviewing JSONB columns or JSON operations β†’ jsonb.md
  • Reviewing database connection code β†’ connections.md
  • Reviewing BEGIN/COMMIT or concurrent updates β†’ transactions.md

Review Questions

  1. Will this query use an index or perform a sequential scan?
  2. Are JSONB operations using appropriate operators and indexes?
  3. Are database connections properly managed and released?
  4. Is the transaction isolation level appropriate for this operation?
  5. Could this cause deadlocks or long-running locks?

# Related Skills

# Supported AI Coding Agents

This skill is compatible with the SKILL.md standard and works with all major AI coding agents:

⚑ Amp πŸš€ Antigravity πŸ€– Claude Code πŸ¦€ Clawdbot πŸ“ Codex ▢️ Cursor πŸ€– Droid πŸ’Ž Gemini CLI πŸ™ GitHub Copilot πŸͺΏ Goose πŸ“Š Kilo Code πŸ”§ Kiro CLI πŸ’» OpenCode 🦘 Roo Code 🌲 Trae πŸ„ Windsurf

Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.