postgres-patterns

Optimize PostgreSQL schemas, queries, indexes, and Row Level Security.

1|Updated May 12, 2026
One-click install
npx skills add https://github.com/Manvendra08/TradingBot --skill postgres-patterns-manvendra08
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: postgres-patterns
Source: https://github.com/Manvendra08/TradingBot/tree/main/_agent/skills/postgres-patterns
Command: npx skills add https://github.com/Manvendra08/TradingBot --skill postgres-patterns-manvendra08

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the risk of building slow, insecure PostgreSQL databases that suffer from poor query performance, data breaches, and scalability issues, saving developers and database administrators hours of troubleshooting and rework.

Core Features & Use Cases

  • Query Optimization: Provides index cheat sheets, composite index best practices, and anti-pattern detection tools to speed up slow SQL queries.
  • Schema Design & Security: Includes data type recommendations, Row Level Security policy templates, and secure default configuration guidelines for robust, scalable data models.
  • Use Case: A backend developer building a new user-facing application can use this Skill to design an optimized schema with proper indexes and access controls to prevent unauthorized data access and reduce query latency.

Quick Start

Use the postgres-patterns skill to design a secure, optimized database schema for your new SaaS application with appropriate indexes and Row Level Security policies.

Frequently Asked Questions about postgres-patterns

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize slow PostgreSQL queries?

Optimize slow PostgreSQL queries by applying composite index best practices, detecting SQL anti-patterns, and selecting correct data types to eliminate performance bottlenecks. This approach provides index cheat sheets to systematically reduce query latency.

How do I configure Row Level Security in PostgreSQL?

Configure Row Level Security in PostgreSQL by applying secure policy templates and secure default configuration guidelines. This prevents unauthorized data access and data breaches by enforcing strict access controls directly at the database layer.

What's the best way to design a scalable PostgreSQL schema?

Design a scalable PostgreSQL schema by following data type recommendations and schema design best practices. This prevents poor query performance and scalability issues by building robust data models aligned with Supabase best practices from the start.

Does this approach work for Supabase database security configuration?

Yes, this approach works for Supabase database security configuration by providing secure default configuration templates aligned with Supabase best practices. It satisfies requirements for Row Level Security configuration and optimized access controls for production workloads.

Why does my PostgreSQL database have performance bottlenecks?

PostgreSQL databases experience performance bottlenecks due to inefficient database implementation, poor schema design, and lack of optimized index selection. Troubleshoot slow queries by detecting anti-patterns and applying correct data type usage to resolve vulnerabilities.