vp-q02-performance

Community

Pinpoint performance bottlenecks across code paths.

Authorvelesar
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Performance bottlenecks across code paths hinder latency and scalability; this skill provides a structured approach to identify hotspots using a mental-model-driven workflow.

Core Features & Use Cases

  • Stepwise hotspot prioritization based on dependencies and hotspots from the mental model.
  • Detection of N+1 queries, missing indexes, expensive queries, and async blocking issues.
  • Use Case: apply to multi-layered applications (API, DB, ORM) to surface performance hotspots and guide targeted optimizations.

Quick Start

Identify the top three performance hotspots in the codebase and document findings.

Dependency Matrix

Required Modules

vp-s02-layer-architecturevp-s04-entity-modelvp-s06-dependency-graph

Components

Standard package

💻 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: vp-q02-performance
Download link: https://github.com/velesar/alpha-zero-review-/archive/main.zip#vp-q02-performance

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

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.