40 boosters for "actor" — AI-graded, open source, ready to install
Actionable refactoring suggestions for improving clean architecture compliance in Rust projects
A system prompt that guides LLMs to analyze Factorio game implementations and generate detailed natural language plans for achieving objectives. Useful for developers creating AI-driven game planning systems or educational tools.
Apify MCP Server enables Claude to interact with Apify's web scraping and automation platform through the Model Context Protocol, allowing AI agents to run actors, manage tasks, and extract data from websites programmatically.
SharpToolsMCP provides C# developers with an AI-powered Copilot assistant that analyzes and refactors code using Roslyn, offering architectural guidance and enforcement of clean code principles. Developers working in C# and .NET environments benefit from peer-level code review and optimization suggestions.
A Windsurf IDE rule set that enforces disciplined development practices, emphasizing focused implementation over refactoring, with structured planning and test-driven development workflows.
Turkey-build is a multi-agent orchestration system for building production-ready applications across 7 modes (greenfield, iteration, bugfix, refactor, UI polish, migration, audit), with PM-driven coordination and runtime verification for teams that need structured, quality-gated development workflows.
The Ultimate Mathematical & AI Toolkit: Sublinear algorithms, consciousness exploration, psycho-symbolic reasoning, chaos analysis, and temporal prediction in one unified MCP interface. WASM-accelerated with Lyapunov exponents and attractor dynamics.
A conceptual Copilot prompt framework proposing an accounting-based alternative to traditional banking for U.S. Treasury deployment, leveraging game theory and geometric algebra principles.
An MCP server that extracts and analyzes components from Storybook design systems, enabling AI assistants to understand and work with design system documentation. Useful for designers, developers, and AI teams building design-aware applications.
TDD Guide is a coaching agent that helps developers master test-driven development methodology through guided RED-GREEN-REFACTOR cycles. It's ideal for teams adopting TDD practices and individual developers wanting to improve code quality through testing discipline.
A comprehensive guide to Lit web components best practices covering component structure, rendering, styling, events, lifecycle, accessibility, and performance optimization. Ideal for developers building or reviewing Lit-based custom elements and web components.
This booster teaches AI assistants how to build vvvv gamma editor extensions, covering file naming conventions, command registration, window types, and API access patterns. It's essential for developers creating custom editor plugins and automation tools in the vvvv visual programming environment.
A comprehensive developer tools hub that guides developers through debugging, code review, refactoring, git operations, and quality checks using Socratic questioning and specialized agents. Ideal for developers seeking structured, educational support across the entire development workflow.
Provides a standardized workflow for creating and maintaining unit tests for Jass modules in War3Lib using Zinc, covering file structure, test generation, assertion patterns, and validation. Essential for developers building or refactoring Jass libraries who need reproducible, maintainable test suites.
MUST BE USED when starting new projects or planning major changes. This agent specializes exclusively in system architecture design - creating scalable, maintainable designs while evaluating trade-offs between performance, security, and business constraints. Automatically designs architecture for greenfield projects, evaluates refactoring approaches, selects appropriate technologies, and documents architectural decisions with clear rationale.
Heuristic scoring (no AI key configured).
Dreamfactory MCP Server enables Claude to access governed APIs across any enterprise data source through DreamFactory's self-hosted platform, benefiting enterprise developers and LLM integrators needing secure, standardized data access.
A refactoring task booster that helps developers improve code quality by optimizing structure, naming, performance, and maintainability with before/after comparisons. Ideal for developers seeking to enhance existing codebases and establish better coding practices.
Browser skill enables live Chrome automation within Factory CLI for web browsing, interaction, data extraction, and screenshots using natural language commands. Developers building automated workflows, web scraping pipelines, or testing scenarios will find this essential for programmatic browser control.
Jules is a comprehensive system prompt that transforms Claude/Gemini into an architecture-aware code completion agent capable of multi-file synchronization, schema coherence, and full-stack refactoring. It's designed for developers using Claude Code, Cursor, Windsurf, and similar platforms who need intelligent, cross-file code generation with architectural consistency.
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.
A QA-focused agent that provides comprehensive code review, testing strategy design, and quality assurance guidance for development teams. Ideal for developers and teams seeking to improve code quality, establish testing frameworks, and ensure professional coding standards.
A Windsurf-specific prompt for setting up production-ready AWS serverless APIs with Lambda, API Gateway, and CloudFormation, including task management and IAM best practices. Ideal for teams building cloud-native Python applications with strong governance and CI/CD automation.
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.
