ln-651-query-efficiency-auditor

Community

Optimize database query performance.

Authorcbbkrd-tech
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill identifies and helps fix inefficient database query patterns that lead to slow performance, increased resource usage, and potential scalability issues.

Core Features & Use Cases

  • Redundant Fetch Detection: Finds instances where the same data is fetched multiple times within a call chain.
  • Batch Operation Optimization: Detects loops performing individual updates or deletes, suggesting bulk operations.
  • Over-fetching Prevention: Identifies when too much data is loaded from the database, recommending selective field loading.
  • Use Case: An auditor uses this Skill to scan a codebase, pinpointing specific functions that repeatedly query the same user data, and receives recommendations to refactor these into a single, efficient query.

Quick Start

Run the ln-651-query-efficiency-auditor skill to audit the codebase located at /path/to/your/codebase.

Dependency Matrix

Required Modules

None required

Components

references

💻 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: ln-651-query-efficiency-auditor
Download link: https://github.com/cbbkrd-tech/jl-finishes/archive/main.zip#ln-651-query-efficiency-auditor

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