Agent skill · data analytics · jeremylongshore
providing-performance-optimization-advice
Provide comprehensive prioritized performance optimization recommendations
Why this skill is useful
Provides domain-specific knowledge on performance optimization strategies and prioritization techniques that the AI wouldn't reliably generate on its own.
What it needs
Requires performance-profiling-tools installed locally. About 3k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
Performance Optimization Advisor Deliver prioritized performance optimization recommendations across frontend, backend, and infrastructure layers with impact estimates and phased implementation roadmaps. Overview This skill empowers Claude to act as a performance optimization advisor, delivering a detailed report of potential improvements across various layers of a software application. It prioritizes recommendations based on impact and effort, allowing for a focused and efficient optimization strategy. How It Works 1. Analyze Project: Claude uses the plugin to analyze the project's codebase, infrastructure configuration, and architecture. 2. Identify Optimization Areas: The plugin identifies potential optimization areas in the frontend, backend, and infrastructure. 3. Prioritize Recommendations: The plugin prioritizes recommendations based on estimated performance gains and implementation effort. 4. Generate Report: Claude presents a comprehensive report with actionable advice, performance gain estimates, and a phased implementation roadmap. When to Use This Skill This skill activates when you need to: Identify performance bottlenecks in a software application. Get recommendations for improving website loading speed. Optimize database query performance. Improve API response times. Reduce infrastructure costs. Examples Example 1: Optimizing a Slow Website User request: "My website is loading very slowly. Can you help me optimize its performance?" The skill will: 1. Analyze the website's frontend code, backend APIs, and infrastructure configuration. 2. Identify issues such as unoptimized images, inefficient database queries, and lack of CDN usage. 3. Generate a report with prioritized recommendations, including image optimization, database query optimization, and CDN implementation. Example 2: Improving API Response Time User request: "The API response time is too slow. What can I do to improve it?" The skill will: 1. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/providing-performance-optimization-advice