MCP for using Genetic Algorithm for selecting the top brainstorming ideas out of a population of dozens or hundreds produced by low-end LLMs, thus potentially creating transformational out of combinatorial -- something LLM-s cannot do
Agent Claude Code
Use this agent when you need to implement Python code that leverages GPU acceleration, optimize system performance, or build Model Context Protocol (MCP) servers. This includes tasks like writing CUDA-accelerated Python code, implementing parallel processing algorithms, optimizing computational bottlenecks, or…
Agent Claude Code
Use this agent when you need to verify code quality, run tests, check linting, and fix bugs before proceeding to the next development phase. This agent should be invoked after implementing new features or making significant code changes to ensure everything is working correctly.\n\nExamples:\n- \n Context: The user…
Agent Claude Code
Use this agent when you need expert guidance on Python system design, architecture decisions, or code review with a focus on simplicity and preventing code bloat. This agent excels at evaluating design patterns, refactoring complex code, and ensuring best practices in object-oriented Python development. \nContext: The…
Agent Claude Code
Use this agent when you need mathematical expertise for algorithm design, statistical analysis, or mathematical validation of systems. This agent excels at providing rigorous mathematical foundations, verifying algorithmic correctness, and collaborating with engineers on the mathematical aspects of system design.…
Agent Claude Code
Use this agent when you need to research existing solutions, state-of-the-art approaches, or industry best practices before implementing new features or systems. This agent should be consulted early in the planning phase to prevent reinventing the wheel and to ensure the team is aware of current standards and…
Agent Claude Code
Use this agent when you need to design a new application or system architecture by gathering expertise from multiple domain specialists. This agent excels at orchestrating collaborative design sessions, delegating research tasks, and synthesizing diverse expert opinions into cohesive architectural decisions. Examples…