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knowledge-base
28

journal

Guide for using the AI's persistent journal database

maragudk
maragudk
documentation
open
llm-ai
28

nanobanana

Guide for generating and editing images using generative AI with the nanobanana CLI

maragudk
maragudk
data-ai
open
productivity-tools
28

rails-api

REST API specialist for Rails applications. Use when building API endpoints, implementing serialization, API versioning, JWT authentication, or creating API documentation. Focuses on RESTful design, performance, and consistency.

alec-c4
alec-c4
tools
open
productivity-tools
28

ai-interaction

Continuous communication channel via MCP AI Interaction tool. Activate with 'khởi động ai_interaction'. Enables real-time Vietnamese conversation with action-first principle - execute first, explain minimally.

KhaiHuynhVN
KhaiHuynhVN
tools
open
llm-ai
28

anthropic-prompt-engineer

Master Anthropic's prompt engineering techniques to generate new prompts or improve existing ones using best practices for Claude AI models.

jamesrochabrun
jamesrochabrun
data-ai
open
llm-ai
28

llm-router

This skill should be used when users want to route LLM requests to different AI providers (OpenAI, Grok/xAI, Groq, DeepSeek, OpenRouter) using SwiftOpenAI-CLI. Use this skill when users ask to "use grok", "ask grok", "use groq", "ask deepseek", or any similar request to query a specific LLM provider in agent mode.

jamesrochabrun
jamesrochabrun
data-ai
open
nosql-databases
28

vector-db-setup

Sets up vector databases for semantic search including Pinecone, Chroma, pgvector, and Qdrant with embedding generation and similarity search. Use when users request "vector database", "semantic search", "embeddings storage", "Pinecone setup", or "similarity search".

patricio0312rev
patricio0312rev
databases
open
machine-learning
28

feynman

Feynman Technique for deep learning—explain a concept simply, identify gaps, fill them, then refine. Use when learning something new, testing understanding, or preparing to teach.

neurofoo
neurofoo
data-ai
open
architecture-patterns
28

rails-business-logic

Specialized skill for Rails business logic with ActiveInteraction, AASM state machines, and ActiveDecorator. Use when implementing complex operations, state transitions, or presentation logic. Enforces interaction pattern over service objects.

alec-c4
alec-c4
development
open
mobile
28

rails-inertia

Specialized skill for building modern SPAs with Inertia.js, React/Vue/Svelte, and Rails. Use when creating Inertia pages, handling forms, implementing client-side routing, managing shared data, or building interactive frontends. Alternative to traditional Rails views or full API approach.

alec-c4
alec-c4
development
open
architecture-patterns
28

swift-concurrency

Guide for building, auditing, and refactoring Swift code using modern concurrency patterns (Swift 6+). This skill should be used when working with async/await, Tasks, actors, MainActor, Sendable types, isolation domains, or when migrating legacy callback/Combine code to structured concurrency. Covers Approachable Concurrency settings, isolated parameters, and common pitfalls.

jamesrochabrun
jamesrochabrun
development
open
cms-platforms
28

rails-graphql

GraphQL specialist for Rails applications. Use when building GraphQL schemas, resolvers, mutations, subscriptions, or implementing DataLoader for N+1 prevention. Alternative to REST APIs with flexible querying capabilities.

alec-c4
alec-c4
development
open
full-stack
28

remove-supabase

Guide for removing Supabase authentication and Drizzle ORM from the template when database and auth features are not needed. Use when you want to use this template as a simple static site or with alternative authentication solutions.

imaimai17468
imaimai17468
development
open
knowledge-base
28

ruby-on-rails-development

Rails skills router and knowledge base. Routes your request to the appropriate specialist skill. Contains core Rails principles and conventions. Use when unsure which specialist to choose or for general Rails questions.

alec-c4
alec-c4
documentation
open
framework-internals
28

agentdb-performance-optimization

Apply quantization to reduce memory by 4-32x. Enable HNSW indexing for 150x faster search. Configure caching strategies and implement batch operations. Use when optimizing memory usage, improving search speed, or scaling to millions of vectors. Deploy these optimizations to achieve 12,500x performance gains.

DNYoussef
DNYoussef
development
open
full-stack
28

rails-viewcomponents

Specialized skill for building ViewComponents with Hotwire (Turbo & Stimulus). Use when creating reusable UI components, implementing frontend interactions, building Turbo Frames/Streams, or writing Stimulus controllers. Includes component testing with Lookbook.

alec-c4
alec-c4
development
open
automation-tools
28

angular-coding

Angular coding standards with version-aware patterns. Automatically detects Angular version from package.json and applies appropriate patterns. Use when writing Angular components, services, or TypeScript code.

KhaiHuynhVN
KhaiHuynhVN
tools
open
frontend
28

coding-guidelines

Provides React/Next.js component guidelines focusing on testability, Server Components, entity/gateway pattern, and directory structure. Use when implementing components, refactoring code, organizing project structure, extracting conditional branches, or ensuring code quality standards.

imaimai17468
imaimai17468
development
open
scripting
28

rails-background-jobs

Specialized skill for Rails background jobs with Solid Queue. Use when creating jobs, scheduling tasks, implementing recurring jobs, testing jobs, or monitoring job queues. Includes best practices for reliable background processing.

alec-c4
alec-c4
development
open
cicd
28

quality-gates

Run repo quality gates. Use when asked to run tests/lint/build/CI checks, or mentions "lint/typecheck/build/e2e/Playwright/CI" or "動作確認/テストして".

daichan132
daichan132
devops
open
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