107 boosters for "language" — AI-graded, open source, ready to install
A curated collection of .windsurfrules files that guide AI coding assistants in generating performant, well-architected code by establishing best practices for optimization, database tuning, caching, and concurrency. Developers using Windsurf/Cascade benefit from standardized coding patterns that reduce manual code review overhead.
A Windsurf rules collection that guides AI coding assistants in implementing data-driven UI testing patterns, helping developers separate test logic from test data for improved maintainability and scalability.
A curated collection of Windsurf rules files that guide AI coding assistants in generating Helm charts following industry best practices, architecture patterns, and Kubernetes conventions. Developers using Codeium's Cascade or similar AI tools benefit by getting standardized, production-ready Helm chart scaffolding and configurations.
Enable Cursor, VS Code, Claude Code or any MCP-enabled IDE to help you vibecode and manage Home Assistant: create automations, design dashboards, tweak themes, modify configs, and deploy changes using natural language
A Windsurf IDE rule set designed to enforce Japanese-language communication in project interactions. Useful for Japanese-speaking development teams working with Cursor/Windsurf.
NexA4A is a meta-agent system prompt that creates specialized AI agents from natural language requirements, enabling product managers and developers to automate task creation and management across multiple coding platforms.
A system prompt that transforms Claude into 'Madsa', a data science assistant that converts natural language requests into concise, executable Python code for pandas DataFrame analysis. Ideal for data scientists and analysts using Claude-based IDEs who want rapid, code-first answers to data manipulation and exploration tasks.
Heuristic scoring (no AI key configured).
Helps users manage and configure Omarchy Linux systems through natural language commands for themes, keybindings, and system settings. Most useful for Omarchy users on claude_code platform who need assistance with the ~145 omarchy-* commands.
RagCode MCP is a semantic code navigation tool that integrates RAG-powered code search into Windsurf and other IDEs, enabling developers to intelligently query and understand multi-language codebases using local LLMs. It's ideal for developers working with Laravel, Go, Python, and PHP who need fast, context-aware code exploration without leaving their IDE.
DynamicEndpoints Autogen_mcp enables creation and management of collaborative AI agents that solve problems through natural language interaction. Developers and AI teams benefit from orchestrating multi-agent workflows across Claude Desktop, Claude Code, and Cursor.
Cursor Rules for template-react-vite that enforces a minimalist tech design system with black/white palette and developer-focused aesthetics for React projects. Useful for teams building content creation or streaming platforms wanting consistent design language.
This skill automates management of iOS/macOS localization files (*.xcstrings), helping developers clean stale entries, detect missing Chinese translations (Simplified and Traditional), and maintain translation completeness. It's essential for teams maintaining multi-language Apple apps.
Semantic code search for AI agents — 166+ languages, hybrid search, works offline
A code review skill that validates pull requests across multiple languages (Python, JavaScript, TypeScript, React) against acceptance criteria, checking correctness, security, maintainability, and test coverage. Developers and code reviewers use this to ensure quality and consistency before merging.
Codeweaver enables AI agents to perform semantic code search across 166+ programming languages with offline capability and hybrid search—ideal for developers building code-aware automation and AI-driven development tools.
A Cursor IDE rule set for developers building an automated posting tool for Xiaohongshu (Little Red Book), standardizing Chinese language conventions, code style, and project-specific patterns for browser automation and LLM integration.
ArmBench-LLM is a system prompt for benchmarking large language models using Armenian character-to-numeric matching tasks. It's designed for developers evaluating LLM performance across multiple coding platforms.
ArmBench-LLM is a system prompt framework for evaluating large language models on Armenian language tasks through structured multiple-choice questions. It's designed for developers and AI researchers who need standardized benchmarking tools across popular coding assistants and chat platforms.
An MCP server enabling AI assistants to manage Netskope's Zero Trust Network Access Platform directly through natural language, benefiting security teams and network administrators seeking to automate access control workflows.
A Cursor IDE rule set that guides AI responses for full-stack Wails+React+TypeScript development with structured thinking patterns and Chinese-language outputs. Useful for developers building desktop applications with this specific tech stack who want consistent AI assistance.
A physics-focused MCP server that orchestrates computational tools (CAS, plotting, natural language inference) to help physicists and students solve complex equations, visualize results, and understand physics concepts. Ideal for educators, researchers, and learners working with quantum mechanics and classical physics problems.
A Korean-language code review guide for the Trade Safety project, providing development standards for a K-pop merchandise trading safety analysis tool. Developers building scam-detection features for international fan communities would benefit from its architectural and code quality guidelines.
