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performance-review

Analyze codebases for performance bottlenecks and generate prioritized reports.

Updated Mar 7, 2026
Search Tags:#code review#performance#scalability#optimization#efficiency#bottleneck
One-click install
npx skills add https://github.com/BoardPandas/project-coder --skill performance-review-boardpandas
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: performance-review
Source: https://github.com/BoardPandas/project-coder/tree/main/.claude/skills/performance-review
Command: npx skills add https://github.com/BoardPandas/project-coder --skill performance-review-boardpandas

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill identifies and helps resolve performance bottlenecks within a codebase, ensuring applications run efficiently and can scale effectively.

Core Features & Use Cases

  • Bottleneck Identification: Pinpoints inefficient database queries, memory leaks, and slow algorithms.
  • Optimization Suggestions: Provides actionable steps to improve code performance.
  • Use Case: When an application starts to slow down under load, this Skill can be used to diagnose the root cause and suggest specific code changes to improve response times.

Quick Start

Use the performance-review skill to analyze the entire codebase for performance issues.

Frequently Asked Questions about performance-review

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

FAQPage Schema
How do I find performance bottlenecks in my codebase?▼

You can identify performance bottlenecks by analyzing codebases for memory inefficiencies, slow algorithms, and poor resource management. Scoping reviews to specified directories isolates issues across database interactions, network I/O, and frontend rendering.

What is the best way to optimize code for speed and efficiency?▼

Optimizing code for speed and efficiency involves analyzing resource management and build processes to find slow algorithms. Generating a structured report prioritizes findings by impact, providing actionable steps to improve application response times.

Can I scope a code review to specific files and directories?▼

Yes, you can scope code reviews to specified files or directories. This isolates performance issues across database interactions, network I/O, and frontend rendering, generating a structured report prioritized by impact for those specific locations.

Why does my application slow down under load and how do I diagnose it?▼

Applications slow down under load due to memory leaks, inefficient queries, or slow algorithms. Diagnosing root causes involves analyzing the codebase for resource management and network I/O bottlenecks, generating a prioritized report for specific code changes.

Does this performance review analyze database interactions and frontend rendering?▼

Yes, performance review analyzes database interactions and frontend rendering. It identifies optimization opportunities across these areas alongside memory inefficiencies, resource management, and slow algorithms, generating a structured report prioritized by impact.

How do I get a prioritized list of code optimization opportunities?▼

To get a prioritized list of optimization opportunities, analyze the codebase for memory inefficiencies and slow algorithms. The process generates a structured report that prioritizes identified performance issues by their overall impact.

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