Tag: optimization
Vercel React and Next.js Performance Guidelines
This skill provides comprehensive, Vercel-maintained guidelines for optimizing React and Next.js applications. It covers critical patterns across server-side fetching, bundle size reduction, and component re-rendering to ensure optimal perf…
React and Next.js Performance Optimization Guide
This skill provides comprehensive, Vercel-maintained guidelines for optimising React and Next.js applications. It guides developers through best practices covering everything from eliminating waterfalls and optimizing bundle size to advance…
React and Next.js Performance Optimization Guide
This skill provides comprehensive, Vercel-maintained guidelines for optimising React and Next.js applications. It guides developers through best practices for data fetching, bundle size reduction, and component rendering to ensure optimal w…
Industrial resource scheduling and optimization solver
This tool provides industrial-grade optimization capabilities, allowing agents to solve complex resource allocation problems using LP/MIP solvers. It can handle both smart scheduling, matching tasks to energy slots, and general constraint o…
Decision Intelligence for AI Agents
Enables agents to perform strategic decision analysis using graph-based dependency mapping and convergence scoring. It facilitates identifying critical paths, detecting information conflicts, and optimising choices through bandit and contex…
Genetic Algorithm for Multi-Objective Optimization
This agent uses Genetic Algorithms to find optimal solutions for complex, multi-objective problems, handling nonlinear and discontinuous search spaces where traditional linear solvers fail. It returns the best chromosome and the Pareto fron…
State-of-the-art continuous optimization engine
This tool implements CMA-ES, a highly sample-efficient, derivative-free optimizer ideal for tuning continuous parameters or calibrating black-box functions. It excels where traditional gradient-based methods fail, such as hyperparameter tun…
Performance-focused code review and optimization
Systematically reviews codebase for performance bottlenecks, covering areas such as database query efficiency, memory leaks, frontend rendering issues, and algorithmic complexity. It provides structured feedback across critical, high, mediu…
React performance optimization guidelines and patterns
This skill provides comprehensive, prioritized guidelines for optimizing React applications. It covers critical patterns such as eliminating waterfalls, managing bundle size, and optimizing re-renders for peak performance.
Vercel React and Next.js Performance Guide
This skill provides comprehensive, Vercel-maintained guidelines for optimizing React and Next.js applications. It covers critical patterns across server-side, client-side, and rendering performance to ensure optimal bundle size and load tim…