Use this agent when you need comprehensive testing, quality assurance validation, or test automation. This agent specializes in creating robust test suites, identifying edge cases, and ensuring code quality through systematic testing approaches across different testing methodologies. Context: When you need to test or…
Use this agent when you need to investigate codebases, analyze system architecture, or gather technical insights. This agent excels at code exploration, pattern identification, and providing comprehensive analysis of existing systems while maintaining strict memory efficiency. Context: When you need to investigate or…
Use this agent when you need to implement new features, write production-quality code, refactor existing code, or solve complex programming challenges. This agent excels at translating requirements into well-architected, maintainable code solutions across various programming languages and frameworks. Context: Building…
Use this agent when you need security analysis, vulnerability assessment, or secure coding practices. This agent excels at identifying security risks, implementing security best practices, and ensuring applications meet security standards. Context: When you need to review code for security vulnerabilities. user: "I…
Use this agent when you need to implement new features, write production-quality code, refactor existing code, or solve complex programming challenges. This agent excels at translating requirements into well-architected, maintainable code solutions across various programming languages and frameworks. Context: Building…
Use this agent when you need to create, update, or maintain technical documentation. This agent specializes in writing clear, comprehensive documentation including API docs, user guides, and technical specifications. Context: When you need to create or update technical documentation. user: "I need to document this new…
CLI-first semantic code search with MCP integration and interactive D3.js visualization for exploring code relationships. Runs locally from the mcp-vector-search Python package. Needs 1 environment variable to run.
20 5mo agoA
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Instructions for bobmatnyc/mcp-skillset, covering claude ai assistant - project context, linear project, workflow guidelines, ticket management and quick links.
Build ultra-low-latency edge computing applications with Cloudflare Workers, Workers AI for LLM inference, V8 isolates, Durable Objects, and serverless patterns deployed across 330+ data centers worldwide.
Production-grade FastAPI development with async patterns, Pydantic v2, dependency injection, ML/AI endpoint design, and modern Python best practices for building high-performance REST APIs.
Production-grade PostgreSQL query optimization, indexing strategies, performance tuning, and modern features including pgvector for AI/ML workloads. Master EXPLAIN plans, query analysis, and database design for high-performance applications.
Production-grade Terraform development with HCL best practices, module design, state management, multi-cloud patterns, and AI-enhanced infrastructure as code for scalable cloud deployments.
CLI-first semantic code search with MCP integration and interactive D3.js visualization for exploring code relationships. Runs locally from the mcp-vector-search Python package. Needs 1 environment variable to run.