Action Cable & WebSocket Patterns
Real-time WebSocket features with Action Cable in Rails. Use when: (1) Building real-time chat, (2) Live notifications/presence, (3) Broadcasting model updates, (4) WebSocket authorization. Trigger keywords: Action Cable, WebSocket, real-time, channels, broadcasting, stream, subscriptions, presence, cable
Context Compilation with cclsp
LSP-powered context extraction using cclsp MCP tools, Solargraph, and Sorbet for type-safe code generation. Trigger keywords: cclsp, LSP, context compilation, interface extraction, vocabulary, Guardian, Sorbet, type checking, find_definition, get_diagnostics, Solargraph, type safety
Implementation Safety
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ReAcTree Agent Coordination Patterns
Hierarchical task decomposition with control flow nodes and dual memory systems from ReAcTree research. Trigger keywords: ReAcTree, parallel execution, working memory, episodic memory, LOOP, CONDITIONAL, FEEDBACK, hierarchical agents, coordination, control flow, agent trees
Refactoring Workflow
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Requirements Engineering
Translate user prompts into structured requirements, user stories, and beads tasks. Use when: (1) Parsing user feature requests, (2) Creating acceptance criteria, (3) Breaking down epics into tasks, (4) Auto-generating beads issues. Trigger keywords: requirements, user story, acceptance criteria, as a, i want, so that, given when then, task breakdown, epic creation
Smart Intent Detection
Automatic workflow suggestion and utility agent routing based on prompt analysis. Trigger keywords: auto-detect, intent, suggest, trigger, routing, workflow detection, utility agents, prompt analysis, smart routing
Technical Debt Patterns
Expert guide to detecting, categorizing, and prioritizing technical debt in Rails applications. Use when: (1) Auditing codebase health, (2) Planning refactoring sprints, (3) Estimating feature impact, (4) Identifying code smells, (5) Tracking deprecations. Trigger keywords: technical debt, code smell, complexity, cyclomatic, deprecation, legacy, refactor, audit, health check, god class
User Experience Design
Comprehensive UX design patterns for Rails applications including responsive design, animations/transitions, dark mode, loading states, form UX, and performance optimization. Use this skill when implementing user-facing features requiring polished interactions and responsive layouts. Trigger keywords: UX, responsive, mobile-first, animation, transition, dark mode, loading, skeleton, progress, toast, form validation, performance, Core Web Vitals, user flow
ActiveRecord Query Patterns
Complete guide to ActiveRecord query optimization, associations, scopes, and PostgreSQL-specific patterns. Use this skill when writing database queries, designing model associations, creating migrations, optimizing query performance, or debugging N+1 queries and grouping errors.
API Development Patterns
Comprehensive guide to building production-ready REST APIs in Rails with serialization, authentication, versioning, rate limiting, and testing
Codebase Inspection Protocol
Mandatory inspection procedures for understanding Rails codebase structure before writing any code. Use this skill FIRST before any code generation task to discover existing patterns, conventions, dependencies, and file organization in the target Rails project.
Turbo & Hotwire Patterns
Complete guide to Hotwire implementation including Turbo Drive, Turbo Frames, Turbo Streams, and Stimulus controllers in Rails applications. Use this skill when implementing real-time updates, partial page rendering, or JavaScript behaviors in Rails views.
Rails Localization (i18n) - English & Arabic
Comprehensive internationalization skill for Ruby on Rails applications with proper English and Arabic translations, RTL support, pluralization rules, date/time formatting, and culturally appropriate content adaptation.
Rails Context Verification
Systematic verification of codebase context before code generation to prevent assumption bugs
Rails Conventions & Patterns
Comprehensive Ruby on Rails conventions, design patterns, and idiomatic code standards. Use this skill when writing any Rails code including controllers, models, services, or when making architectural decisions about code organization, naming conventions, and Rails best practices.
Rails Error Prevention
Comprehensive checklist and prevention strategies for common Ruby on Rails errors. Use this skill BEFORE writing any Rails code to prevent ViewComponent template errors, ActiveRecord query mistakes, method exposure issues, N+1 queries, and other common Rails pitfalls.
requirements-writing
Write clear, testable requirements using User Stories and Gherkin scenarios for Manifest Logistics SaaS. Capture functional and non-functional requirements with proper acceptance criteria. Use when defining new features or documenting system behavior.
sheets-cli
Read, write, and update Google Sheets data via CLI. Use when the user asks to read spreadsheet data, update cells, append rows, or work with Google Sheets. Triggers on mentions of spreadsheets, sheets, Google Sheets, tabular data in the cloud, or specific sheet names like "Projects" or "Tasks".
newproject
Project bootstrap and repository baseline setup for new or existing codebases. Use when the user wants to scaffold a new project or upgrade a repository with foundation files, code quality tooling, release automation, CI, GitHub configuration, dependency management, and security scanning using the bundled templates, workflows, and scripts.
xhs-publisher
小红书创作者平台发布流程的详细知识和操作步骤
swift-async-algorithms
Algorithms for working with AsyncSequence: combining, throttling, debouncing, chunking, and more
accessory-setup-kit
AccessorySetupKit for privacy-preserving discovery and setup of Bluetooth, Wi-Fi, or Wi-Fi Aware accessories. Use for discovery sessions, picker-based authorization, migration, accessory renaming or removal, custom filtering, and required Info.plist declarations.
background-tasks
Apple BackgroundTasks framework for iOS/iPadOS background processing. Use when scheduling background work, refreshing app content, running long processing tasks, implementing BGAppRefreshTask, BGProcessingTask, BGContinuedProcessingTask, or dealing with BGTaskScheduler setup, registration, submission, expiration handlers, and debugger testing commands.
corebluetooth
Apple Core Bluetooth framework for BLE and Bluetooth Classic. Use for central/peripheral workflows, scanning, connecting, advertising, GATT services/characteristics, read/write/notify, L2CAP, background processing or state restoration, and error handling across Apple platforms.
functional-programming-developer
Functional architecture guidance for Swift (immutability, pure functions, reducers, DI via functions).
git-user
Step-by-step guidance for maintaining a linear Git workflow using rebases, feature branches, and fast-forward merges.
programming-swift-embedded
Provides the complete Embedded Swift documentation for developing on microcontrollers, embedded systems, and baremetal applications.
programming-swift
The complete Swift Programming Language book by Apple, covering syntax, features, concurrency, and the formal language reference.
swift-async-stream-patterns
Patterns and best practices for building robust AsyncStream and AsyncSequence types, learned from swift-async-algorithms.
swift-composable-architecture
The Composable Architecture (TCA) - A library for building Swift applications with state management, composition, and testability
swift-concurrency
Expert guidance on Swift Concurrency best practices, patterns, and implementation. Use when developers mention: (1) Swift Concurrency, async/await, actors, or tasks, (2) "use Swift Concurrency" or "modern concurrency patterns", (3) migrating to Swift 6, (4) data races or thread safety issues, (5) refactoring closures to async/await, (6) @MainActor, Sendable, or actor isolation, (7) concurrent code architecture or performance optimization, (8) concurrency-related linter warnings (SwiftLint or similar; e.g. async_without_await, Sendable/actor isolation/MainActor lint).
swift-dependencies
A dependency management library for Swift with controlled, testable dependencies
swift-docc
Official Swift DocC documentation markup and syntax reference
swift-health-kit
Apple HealthKit framework for health and fitness data. Use for reading/writing health samples, workout data, authorization flows, observer queries, background delivery, clinical records, activity rings, and integrating with the Health app across iPhone, Apple Watch, iPad, and visionOS.
swift-navigation
A collection of tools for making navigation in Swift applications more ergonomic and powerful across SwiftUI, UIKit, and AppKit
swift-observation
Apple Observation framework for Swift. Use when modeling observable state with the `@Observable` macro, tracking changes with `withObservationTracking`, integrating with SwiftUI, or working with ObservationRegistrar and Observations async sequences.
swift-package-manager
Swift Package Manager documentation - create packages, manage dependencies, build and test Swift code
swift-sharing
A library for sharing state across your app with persistence and observation support
swift-snapshot-testing
A library for snapshot testing in Swift with support for views, images, and custom formats
swift-state-machine-patterns
Build type-safe Swift state machines with enum states and action-based transitions. Use for lifecycle or protocol flows, reentrancy-sensitive operations, or async/concurrent workflows.
swift-type-typed-design
Type-driven domain modeling techniques for Swift using proper domain types, validation-carrying types, witness-based access control, and illegal-state elimination. Use when designing domain models, replacing primitive obsession, modeling workflows with enums/structs, adding compile-time guarantees, or discussing parse-dont-validate and making illegal states unrepresentable.
swiftui-expert-skill
Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when building new SwiftUI features, refactoring existing views, reviewing code quality, or adopting modern SwiftUI patterns.
Backlog.md
Expert guidance for Backlog.md CLI project management tool including task creation, editing, status management, acceptance criteria, search, and board visualization. Use this when managing project tasks, creating task lists, updating task status, or organizing project work.
Cosmian KMS
Expert guidance for Cosmian Key Management System including key generation, certificate management, encryption operations, access policies, and KMS CLI operations. Use this when working with Cosmian KMS, cryptographic key management, or Cosmian-specific PKI operations.
Drizzle ORM
Expert guidance for Drizzle ORM including schema definition, queries, relations, migrations, TypeScript integration with SQLite/PostgreSQL, and Drizzle Studio. Use this when working with type-safe database operations, schema management, or ORM queries.
Fastify
Expert guidance for Fastify web framework including server setup, routing, plugins, hooks, validation, error handling, and TypeScript integration. Use this when building high-performance Node.js web servers and REST APIs.
Git
Expert guidance for Git version control operations including commits, branches, merging, rebasing, conflict resolution, and Git workflows. Use this when working with Git repositories, version control, or collaborative development.
GitHub CLI
Expert help with GitHub CLI (gh) for managing pull requests, issues, repositories, workflows, and releases. Use this when working with GitHub operations from the command line, creating new releases, or bumping package versions.
Keycloak
Expert guidance for Keycloak identity and access management including realm configuration, client setup, user federation, authentication flows, role-based access control, and integration with applications. Use this when setting up authentication, configuring SSO, managing users and roles, or integrating Keycloak with applications.
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