20,421 skills sorted by stars.
Generates border-radius tokens from sharp to pill shapes. Use when creating corner rounding systems, button radius, card corners,...
Radix UI primitive components for accessible UI. Use when building accessible interactive components.
RadTools UI component API. Use when building interfaces with Button, Card, Tabs, Dialog, and other design system components. Quick...
Create components that work with RadTools visual editor and component discovery. Use when building new UI components for projects...
Set up or update RadTools design system from Figma. Use ONLY for initial design system import (colors, typography, spacing tokens)...
Automated QA testing for Radulator's 18 medical calculators across radiology, hepatology/liver, and urology specialties. Tests acc...
Picks random winners from lists, spreadsheets, or Google Sheets for giveaways, raffles, and contests. Ensures fair, unbiased selec...
Build Retrieval-Augmented Generation (RAG) systems for AI applications with vector databases and semantic search. Use when impleme...
Use when building retrieval-augmented generation systems. Covers chunking strategies, embedding models, vector databases, retrieva...
Build Retrieval-Augmented Generation systems with vector databases
Security patterns for RAG and CAG systems with multi-tenant isolation. Use when building retrieval-augmented or cache-augmented ge...
Build the FastAPI-based RAG service using OpenAI Agents/ChatKit, Neon Postgres, and Qdrant for the textbook. Use when creating ing...
Improves the RAG (Retrieval-Augmented Generation) chatbot for the Physical AI & Humanoid Robotics textbook with strict grounding,...
Automatically applies when building RAG (Retrieval Augmented Generation) systems. Ensures proper chunking strategies, vector datab...
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and re...
Comprehensive guide to evaluating Retrieval-Augmented Generation systems including retrieval metrics, generation quality, faithful...
Expert in Retrieval-Augmented Generation systems - knowledge bases, chunking strategies, embedding optimization, and production RA...
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implem...
Интеграция RAG (Retrieval Augmented Generation) с xAI Grok Collections и Google Gemini. Используй этот skill когда нужно добавить...
Expert in managing RAG (Retrieval-Augmented Generation) indices for L'Oréal's BTDP infrastructure. **TRIGGER THIS SKILL when user...
RAG 파이프라인 최적화 스킬. 검색 품질, 리랭킹, 쿼리 확장, 하이브리드 검색 관련 작업에서 자동으로 활성화됩니다. retrieval, rerank, embedding, vector search, semantic search 키워...
Transform textbook content based on the 10-dimension user profile to provide personalized learning experiences. Agent: AIEngineer
Use when building Retrieval-Augmented Generation systems. Covers document chunking, embedding generation, vector indexing, semanti...
Search RAG database for relevant content. Use for semantic queries over processed documents, code, or papers.
Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic similarity, cl...
Build Retrieval-Augmented Generation (RAG) Q&A systems with Claude or OpenAI. Use for creating AI assistants that answer questions...
Patterns for wrapping any agent with RAG context from ChromaDB. Use to add persistent memory to imported or external agents.
RAGAS를 사용하여 LLM 애플리케이션을 체계적으로 평가하는 방법을 제공합니다.
Use when action Controller patterns including routing, filters, strong parameters, and REST conventions.
Use when debugging Rails issues - provides Rails-specific debugging tools (logs, console, byebug, SQL logging) integrated with sys...
Use when adding interactivity to Rails views - Hotwire Turbo (Drive, Frames, Streams, Morph) and Stimulus controllers
Use when setting up background jobs, caching, or WebSockets - SolidQueue, SolidCache, SolidCable (TEAM RULE
CRITICAL - Use when securing Rails applications - XSS, SQL injection, CSRF, file uploads, command injection prevention
Expert Ruby on Rails architect for reviewing existing Rails applications, suggesting architectural improvements, and designing new...
Rails backend development guidelines for building maintainable Ruby on Rails applications. Use when creating controllers, models,...
This skill provides expert guidance on implementing Ruby on Rails applications using 37signals (Basecamp/HEY) patterns and convent...
Comprehensive Ruby on Rails conventions, design patterns, and idiomatic code standards. Use this skill when writing any Rails code...
Design and implement database indexes for optimal query performance. Use when creating tables, optimizing slow queries, or improvi...
Use proactively when encountering Rails errors, test failures, build issues, or unexpected behavior. Analyzes errors, reproduces i...
Use when building Rails 7+ web applications with Hotwire, real-time features, or background job processing. Invoke for Active Reco...
Rails frontend development guidelines using Hotwire (Turbo + Stimulus), Tailwind CSS, and ViewComponent. Modern patterns for serve...
Create expert-level Ruby on Rails generators for models, services, controllers, and full-stack features. Use when building custom...
Rails project implementation, testing, and documentation support. Use this skill when working on Rails projects for implementing n...
Generate production-ready Rails applications with Inertia.js, React, TypeScript, Server-Side Rendering (SSR), and ShadcnUI compone...
Master Rails 7+ patterns with MVC, Active Record, Hotwire, Action Cable, and modern Rails development practices.
Optimize ActiveRecord queries to prevent N+1 queries and improve performance. Use when experiencing slow queries, optimizing datab...
Use proactively when refactoring Ruby on Rails code. Applies Rails conventions, Sandi Metz rules, and idiomatic Ruby patterns whil...
Implement state machines for managing complex workflows and state transitions. Use when models have distinct states with defined t...