115 boosters for "language" — AI-graded, open source, ready to install
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.
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.
Authoritative reference for the Roc programming language that helps Claude read, write, debug, and analyze Roc code with current compiler accuracy. Essential for developers working with Roc who need reliable, up-to-date syntax and API guidance.
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.
A Cursor rules booster that enables developers to build iOS apps for translating burned-in video subtitles using Vision OCR and Apple's translation API. Useful for developers working with multilingual video content and social media platforms like RedNote.
Cursor Rules booster providing comprehensive full-stack development guidelines for Vue 3 + Go projects with bilingual language conventions and detailed technology stack specifications.
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.
A Korean-language prompt booster that provides accessibility standard document translations for Copilot users. Developers building multilingual or accessibility-focused applications can use this to ensure their Copilot integrations follow accessibility guidelines in Korean contexts.
PrismBench: A comprehensive framework for evaluating Large Language Model capabilities through Monte Carlo Tree Search. Systematically maps model strengths, automatically discovers challenging concept combinations, and provides detailed performance analysis with containerized deployment and OpenAI-compatible API support.
OneMind is a Chinese-language system prompt designed to position an AI as a compassionate 'spiritual companion' for freshman students struggling with knowing-doing gaps, using metaphors and psychological frameworks (ACT, CBT, IFS) to facilitate inner transformation in 5-10 minutes.
PrismBench enables developers to create specialized LLM agents through YAML configuration for systematic evaluation of model capabilities using Monte Carlo Tree Search. Useful for ML engineers, researchers, and teams building production LLM systems who need comprehensive benchmarking and evaluation frameworks.
A Model Context Protocol server that brings comprehensive Zig language intelligence to Claude, including diagnostics, code completion, and go-to-definition via ZLS. Ideal for Zig developers using Claude Code who need IDE-like features for the Zig language.
A Copilot instruction set for crankshaft.core that appears to manage multilingual translation file generation across 8 languages, though its actual purpose and implementation are unclear from available content.
A Windsurf-specific security framework for detecting and testing OWASP LLM Top 10 vulnerabilities in LLM applications, with AWS integration and CI/CD automation. Ideal for security engineers and LLM developers building production-grade applications.
gllm is a system prompt that transforms LLMs into code-first orchestrators for efficient task processing, enabling developers to handle large files and complex workflows through programmatic verification rather than context-heavy text generation.
This booster provides Pipelex API rules and guidelines for writing and validating AI workflows in .plx files within Windsurf, helping developers create structured, repeatable agent pipelines through a domain-specific language.
A coding conventions and best practices guide for development teams using Copilot, covering code structure, type safety, and language-specific idioms across Go and JavaScript projects.
A Spanish-language system prompt for the Coopuertos transport cooperative management system that guides AI assistants in helping users authenticate and interact with MCP tools. This booster benefits developers building Spanish-language interfaces for cooperative transport management platforms.
Aura is a system prompt that instructs Claude to write code as an expert Lx compiler interface, enforcing LLM-friendly language rules like exhaustiveness, no loops, and explicit effects. It benefits developers learning or writing Lx code who need consistent, compiler-compatible output from Claude.
A Copilot instructions booster intended to support multilingual configuration across 8 languages (EN, FR, DE, ES, NL, PL, RO, RU, TR), though the actual implementation details and purpose remain unclear.
long context tool use evaluation for language models
A Japanese-language system prompt that transforms input text into semantically and structurally opposite expressions while preserving rhythm, rhyme, and cultural context. Ideal for writers, content creators, and developers building creative AI applications that need nuanced antonym generation.
This booster provides Cursor Rules for the finoria-frontend project, implementing an Arabic-language chain-of-thought reasoning framework with step budgeting and quality scoring mechanisms to guide AI problem-solving processes.
A Cursor IDE rule that enforces Chinese-language responses for all interactions. Useful for Chinese-speaking developers who want consistent language output from their AI assistant.
