83,201 skills sorted by stars.
Consulta ao corpus RAG do projeto. Busca conhecimento em decisoes, documentacao, learnings e padroes armazenados. Use qu...
Cross-encoder reranking and MMR diversity filtering for improved retrieval quality
Retrieval-Augmented Generation patterns for grounded LLM responses. Use when building RAG pipelines, constructing contex...
Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic simi...
高性能 RAG 多路检索服务。集成 Milvus 向量数据库进行语义检索，并结合 Rerank 模型进行精准重排序，支持海量文档的高效存储与历史内容召回。
RAG-specific best practices for LlamaIndex, ChromaDB, and Celery workers. Covers ingestion, retrieval, embeddings, and p...
Build Retrieval-Augmented Generation (RAG) Q&A systems with Claude or OpenAI. Use for creating AI assistants that answer...
Build Retrieval-Augmented Generation systems to enhance LLMs with external knowledge. Use for question answering, docume...
Ragdoll physics skill for joint constraints and hit reactions.
Automate Ragic tasks via Rube MCP (Composio). Always search tools first for current schemas.
This prompt instructs an image-editing AI to transform a user-provided face photo into a repeatable, warm, dim, vintage...
Search for Israel Rail train schedules using the railil CLI. Find routes between stations with fuzzy search, filter by d...
Ruby on Rails backend development patterns for [PROJECT_NAME]
Rails 7+ framework guardrails, patterns, and best practices for AI-assisted development. Use when working with Rails pro...
Use when active Record patterns including models, associations, queries, validations, and callbacks.
RESTful API controller patterns for Ruby on Rails. Use when: (1) Building JSON APIs, (2) API versioning, (3) Error handl...
Complete authentication setup for Ruby on Rails applications using Devise. Use when: (1) Setting up user authentication...
Authorization and permissions management for Ruby on Rails applications using CanCanCan. Use when: (1) Implementing role...
Specialized skill for Rails business logic with ActiveInteraction, AASM state machines, and ActiveDecorator. Use when im...
Systematic verification of codebase context before code generation to prevent assumption bugs
Controller actions, routing, REST conventions, filters, and response handling
Rails code patterns and conventions following rubocop-rails-omakase style.
Use when debugging Rails issues - provides Rails-specific debugging tools (logs, console, byebug, SQL logging) integrate...
Deploy Rails applications to production using Kamal, Docker, and modern deployment strategies. Covers zero-downtime depl...
Эксперт Ruby on Rails. Используй для Rails приложений, ActiveRecord, Hotwire и Rails best practices.
Comprehensive checklist and prevention strategies for common Ruby on Rails errors. Use this skill BEFORE writing any Rai...
Use when building Rails 7+ web applications with Hotwire, real-time features, or background job processing. Invoke for A...
Rails 7+ specialist with expertise in Hotwire, Turbo, Stimulus, and modern Rails development
GraphQL specialist for Rails applications. Use when building GraphQL schemas, resolvers, mutations, subscriptions, or im...
Hotwire (Turbo Drive, Turbo Frames, Turbo Streams, Stimulus)
Use when hotwire (Turbo and Stimulus) for building modern reactive Rails applications without complex JavaScript framewo...
Specialized skill for building modern SPAs with Inertia.js, React/Vue/Svelte, and Rails. Use when creating Inertia pages...
Use when setting up background jobs, caching, or WebSockets - SolidQueue, SolidCache, SolidCable (TEAM RULE
Use when sending emails - ActionMailer with async delivery via SolidQueue, templates, previews, and testing
ActiveRecord patterns, migrations, validations, callbacks, associations
Pagination for Ruby on Rails applications using Kaminari. Use when: (1) Implementing pagination for database records, (2...
Business and systems analyst for Rails projects. Use when decomposing features into tasks, estimating complexity, descri...
REST API specialist for Rails applications. Use when building API endpoints, implementing serialization, API versioning,...
Specialized skill for Rails background jobs with Solid Queue. Use when creating jobs, scheduling tasks, implementing rec...
Project management skill that analyzes tasks, breaks them down into stages, coordinates other skills, and ensures proper...
Technical documentation specialist for Rails projects. Use when writing README files, API documentation, setup guides, a...
Specialized skill for Rails testing with RSpec, FactoryBot, and TDD workflows. Use when writing tests, setting up test c...
Specialized skill for building ViewComponents with Hotwire (Turbo & Stimulus). Use when creating reusable UI components,...
Specialized skill for Rails security, authorization, and data protection. Use when implementing Pundit policies, Lockbox...