103 boosters for "performance" — open source, verified from GitHub, ready to install
A Windsurf-integrated prompt designed to establish Python development context with PDM, pytest, and Numba JIT compilation settings. Useful for developers working on performance-critical 3D rendering projects.
"description": "A curated collection of AI coding agent skills for browser automation, frontend design, performance auditing, task tracking, and structured problem-solving workflows.", "repository": "https://github.com/wunki/amplify", "browser-automation",
"name": "medical-mcps", "version": "0.1.17", "description": "Comprehensive biological and medical research data integration server providing unified access to 13+ specialized databases including Reactome (pathways), KEGG (pathways/diseases), UniProt (proteins), ChEMBL (drug discovery), PubMed (liter
perf-expert is a frontend performance auditing skill that analyzes websites for Core Web Vitals, accessibility, and SEO issues, then provides actionable improvement plans. It's ideal for developers and teams looking to optimize website performance and user experience.
A multi-agent CrewAI system for Facebook advertising campaign management that enforces comprehensive code standards, testing requirements, and documentation practices. Teams managing ad campaigns at scale benefit from structured agent-based optimization and consistent code organization.
"name": "everything-claude-code-android", "description": "Claude Code plugin for Android/Kotlin with real code generation and Compose performance analysis", "name": "TaeseongYun",
The architect agent automates system design for new projects and major refactoring efforts, helping teams create scalable architectures with documented trade-offs. Ideal for engineering teams starting greenfield projects or evaluating architectural changes.
This Cursor rules booster optimizes React components for performance by promoting Server Components, dynamic loading, and efficient resource handling. It's ideal for developers building fast, scalable Next.js applications in Cursor.
"name": "codereview", "description": "Comprehensive code review skills with an orchestrator for triage/routing and 11 specialist sub-skills for security, correctness, API, data, concurrency, performance, observability, testing, style, and configuration analysis.", "name": "Zainan Victor Zhou",
Heuristic scoring (no AI key configured).
A refactoring task booster that helps developers improve code quality by optimizing structure, naming, performance, and maintainability with before/after comparisons. Ideal for developers seeking to enhance existing codebases and establish better coding practices.
Finance Tracker is an AI agent that manages studio budgets, optimizes costs, forecasts revenue, and analyzes financial performance metrics to maximize resource ROI. It benefits finance teams, studio managers, and project leads who need data-driven financial insights.
A specialized agent for Node.js backend development with pure JavaScript, focusing on modern ES2024 patterns, async optimization, and runtime performance. Ideal for developers building high-performance APIs and services without TypeScript.
An AI-powered code reviewer that identifies quality issues, security vulnerabilities, and optimization opportunities across multiple programming languages. Developers use it to enforce best practices, reduce technical debt, and maintain high code standards automatically.
"name": "python-developer-plugin", "description": "Production-grade Python development plugin: web frameworks (Django, FastAPI), data science (Pandas, NumPy), testing (pytest), async programming, packaging, DevOps automation, and performance optimization", "name": "Dr. Umit Kacar & Muhsin Elcicek",
PageFlash provides AI agents and GitHub Copilot with comprehensive WordPress plugin development guidelines covering coding standards, security, accessibility, and best practices to ensure high-quality, standards-compliant plugin code.
PrismBench enables developers to create specialized LLM agents through YAML configuration for systematic evaluation of model capabilities using Monte Carlo Tree Search. Useful for ML engineers, researchers, and teams building production LLM systems who need comprehensive benchmarking and evaluation frameworks.
PrismBench enables developers to create specialized LLM agents through YAML configuration for comprehensive benchmarking and evaluation of language model capabilities. Teams building AI evaluation systems and ML testing pipelines benefit from its systematic Monte Carlo Tree Search approach and containerized deployment.
A production-ready Python development agent that enforces PEP 8 standards, type hints, design patterns, and security best practices across projects. Developers building Python applications benefit from automated guidance on code quality and maintainability.
Lighthouse MCP server enables AI assistants to perform automated web performance analysis and auditing directly within Claude. Developers and performance engineers benefit from integrated Lighthouse reports without leaving their coding environment.
A performance analysis booster that helps developers identify and optimize code bottlenecks using AI-assisted code review. Useful for developers seeking to improve application efficiency and runtime performance.
cpp-pro is a C++ expert agent that helps developers write modern, idiomatic C++ code with RAII, smart pointers, templates, and performance optimization. It's essential for teams refactoring legacy C++ or building memory-safe, high-performance applications.
c-pro is a C programming expert agent that helps developers write efficient, secure code with proper memory management, pointer handling, and system-level operations for embedded systems and performance-critical applications.
