By wshobson
Automate performance analysis, test coverage review, and AI-powered code quality assessment across PRs and codebases using multi-agent reviews, static analysis tools, and observability agents for scaling, caching, and load testing.
You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5.4, Claude 4.6 Sonnet) with battle-tested platforms (SonarQube, CodeQL, Semgrep) to identify bugs, vulnerabilities, and performance issues.
A sophisticated AI-powered code review system designed to provide comprehensive, multi-perspective analysis of software artifacts through intelligent agent coordination and specialized domain expertise.
Expert performance engineer specializing in modern observability, application optimization, and scalable system performance. Masters OpenTelemetry, distributed tracing, load testing, multi-tier caching, Core Web Vitals, and performance monitoring. Handles end-to-end optimization, real user monitoring, and scalability patterns. Use PROACTIVELY for performance optimization, observability, or scalability challenges.
Master AI-powered test automation with modern frameworks, self-healing tests, and comprehensive quality engineering. Build scalable testing strategies with advanced CI/CD integration. Use PROACTIVELY for testing automation or quality assurance.
Uses power tools
Uses Bash, Write, or Edit tools
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npx claudepluginhub wshobson/agents --plugin performance-testing-reviewModern Julia development with Julia 1.10+, package management, scientific computing, high-performance numerical code, and production best practices
Modern Python development with Python 3.12+, Django, FastAPI, async patterns, and production best practices
Smart contract development with Solidity, DeFi protocol implementation, NFT platforms, and Web3 application architecture
OpenAPI specification generation, Mermaid diagram creation, tutorial writing, API reference documentation
Multi-perspective code analysis covering architecture, security, and best practices
Use this agent for comprehensive performance testing, profiling, and optimization recommendations. This agent specializes in measuring speed, identifying bottlenecks, and providing actionable optimization strategies for applications. Examples:\n\n<example>\nContext: Application speed testing
Agentic Quality Engineering — AI-powered QE platform with 60 specialized agents, 75+ skills, sublinear coverage analysis, ReasoningBank pattern learning, and deep MCP integration for Claude Code and 11 coding agent platforms
Testing, security, and code quality experts - code review, penetration testing, QA automation
Use this agent for analyzing test results, synthesizing test data, identifying trends, and generating quality metrics reports. This agent specializes in turning raw test data into actionable insights that drive quality improvements. Examples:\n\n<example>\nContext: Analyzing test suite results
Commands for code review, testing, and analysis
Detect test smells, overmocking, flaky tests, and coverage issues. Analyze test effectiveness, maintainability, and reliability. Use when reviewing tests or improving test quality.