Database Anti-Patterns

Community

Optimize database performance and prevent common pitfalls.

AuthorJaveedIshaq
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps developers identify and fix common database performance anti-patterns, ensuring efficient and scalable data operations.

Core Features & Use Cases

  • N+1 Query Detection: Identifies inefficient loops that cause excessive database calls.
  • Sequential Query Optimization: Detects queries that could be run in parallel using Promise.all.
  • Unbounded Fetch Prevention: Enforces limits on data retrieval to prevent overwhelming the database.
  • Index Missing Detection: Highlights queries on non-indexed columns and suggests index creation.
  • Connection Pool Management: Guides against creating new connections per request and advises on keeping transactions short.
  • Use Case: A developer can use this skill to scan their codebase and receive actionable advice on how to refactor slow database queries, leading to a faster and more responsive application.

Quick Start

Scan the current project's source code for database anti-patterns using the provided bash script.

Dependency Matrix

Required Modules

None required

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: Database Anti-Patterns
Download link: https://github.com/JaveedIshaq/ai-workflow-orchestrator/archive/main.zip#database-anti-patterns

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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