75 boosters for "optimization" — AI-graded, open source, ready to install
Expert code reviewer specializing in code quality, security vulnerabilities, and best practices across multiple languages. Masters static analysis, design patterns, and performance optimization with focus on maintainability and technical debt reduction.
Growth Hacker is a proactive agent that combines marketing, product, and data analysis to optimize user acquisition and viral loop design. It's essential for product managers, founders, and growth teams seeking rapid scaling strategies.
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.
lucid-toolkit provides guidance for efficient multi-agent coordination using schema.org vocabulary and token budget optimization, helping developers structure complex subagent invocations on Claude Code. Best for teams managing resource-constrained agentic workflows.
Copilot instructions for the OSAFW ASP.NET Core business application framework that guides developers through a structured task workflow with documentation, decision tracking, and post-processing optimization. Developers working with OSAFW on C# and ASP.NET Core projects benefit from standardized task management and knowledge capture.
Intelli-router automatically triages user messages by complexity and routes them to the most cost-effective AI model (local Ollama, Claude Sonnet, Codex, or Claude Opus). Developers building multi-model AI systems benefit from reduced costs and optimized latency.
A Cursor IDE rules booster providing comprehensive coding guidelines for building modern Vue 3 + TypeScript + Tailwind CSS applications with Vite, emphasizing best practices, performance optimization, and functional programming patterns.
PEP 8, type hints, design patterns, performance optimization, and security best practices for production-ready Python.
A project management agent that claims to apply consciousness principles and pattern optimization to multi-agent workflows. Target audience is unclear and practical applicability is questionable.
A specialized quantitative finance agent that builds financial models, backtests trading strategies, and analyzes market data with professional-grade risk metrics and portfolio optimization. Ideal for traders, quant developers, and financial engineers building algorithmic trading systems.
Heuristic scoring (no AI key configured).
Write efficient C code with proper memory management, pointer arithmetic, and system calls. Handles embedded systems, kernel modules, and performance-critical code. Use PROACTIVELY for C optimization, memory issues, or system programming.
SQL-Pro is an expert agent for writing optimized SQL queries, analyzing execution plans, and designing normalized database schemas with support for advanced features like CTEs, window functions, and stored procedures. Ideal for backend developers, data engineers, and DBAs seeking to improve query performance and database design.
HoloLoom is a neural decision-making system prompt integrating prompt management, analytics, and Thompson Sampling optimization for LLM applications. Developers working with multi-agent systems and prompt optimization would benefit from its structured approach to prompt selection and performance tracking.
A recursive RAG (Retrieval-Augmented Generation) MCP server that integrates with Cursor IDE to enable intelligent code retrieval and context optimization through vector embeddings and a rules optimizer. Developers using Cursor can leverage this to enhance code understanding, documentation retrieval, and AI-assisted development workflows.
scala-pro is an expert Scala development agent for building enterprise-grade systems using functional programming, distributed computing frameworks like Akka/Pekko/Spark, and reactive architectures. It's ideal for senior developers architecting scalable backend systems or optimizing complex distributed applications.
Cursor Rules for Docker containerization best practices that guide developers on container strategy, Dockerfile optimization, and security-first approaches for consistent development and production environments.
A specialized database agent that handles schema design, migrations, query optimization, and data integrity across projects. Developers benefit by delegating all database operations to a single, focused agent rather than managing these concerns ad-hoc.
Master modern SQL with cloud-native databases, OLTP/OLAP optimization, and advanced query techniques. Expert in performance tuning, data modeling, and hybrid analytical systems. Use PROACTIVELY for database optimization or complex analysis.
A specialized C# expert agent that helps developers write modern, enterprise-grade .NET code using advanced features like records, pattern matching, and async/await while ensuring SOLID principles and comprehensive testing. Ideal for C# developers looking to refactor, optimize performance, or implement complex .NET solutions.
Elite Ruby development specialist. MUST BE USED PROACTIVELY for Ruby code optimization, Rails patterns, metaprogramming, gem development, CLI tools, and testing frameworks. Automatically suggests refactoring and performance improvements.
Bigmax is a system prompt for a mood and productivity tracking AI companion that guides users through emotional wellness, habit building, and daily life optimization with warm, empathetic support. Developers building mood-tracking apps or wellness tools on Claude, ChatGPT, or code editors will benefit from this ready-to-use personality framework.
A DPS simulator for ADOH (Neverwinter Nights: Enhanced Edition server) that calculates damage output for combat optimization. Useful for NWN:EE players and server enthusiasts wanting to theoryccraft builds and weapon configurations.
Design AWS/Azure/GCP infrastructure, implement Terraform IaC, and optimize cloud costs. Handles auto-scaling, multi-region deployments, and serverless architectures. Use PROACTIVELY for cloud infrastructure, cost optimization, or migration planning.
