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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

sidekiq-async-patterns

Kaakati

Complete guide to background job processing with Sidekiq in Ruby on Rails. Use this skill when: (1) Creating background jobs, (2) Configuring queues and workers, (3) Implementing retry logic and error handling,...

GitHub

service-object-patterns

Kaakati

Complete guide to implementing Service Objects in Ruby on Rails applications. Use this skill when creating business logic services, organizing service namespaces, handling service results, and designing service...

GitHub

requirements-writing

Kaakati

Write clear, testable requirements using User Stories and Gherkin scenarios. Capture functional and non-functional requirements with proper acceptance criteria. Use when defining new features or documenting sys...

GitHub

codebase-inspection-protocol

Kaakati

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,...

GitHub

core-layer-patterns

Kaakati

Base classes, error handling, utilities, configuration, and dependency injection patterns for Flutter Clean Architecture

GitHub

rspec-testing-patterns

Kaakati

Complete guide to testing Ruby on Rails applications with RSpec. Use this skill when writing unit tests, integration tests, system tests, or when setting up test infrastructure including factories, shared examp...

GitHub

push-notifications

Kaakati

Remote and local push notification implementation for iOS/tvOS using UNUserNotificationCenter and APNs

GitHub

accessibility-patterns

Kaakati

WCAG 2.2 Level AA compliance patterns for Flutter applications including Semantics widgets, screen reader support, keyboard navigation, and color contrast requirements

GitHub

xctest-patterns

Kaakati

Expert XCTest decisions for iOS/tvOS: test type selection trade-offs, mock vs stub vs spy judgment calls, async testing pitfalls, and coverage threshold calibration. Use when designing test strategy, debugging...

GitHub

rails-context-verification

Kaakati

Systematic verification of codebase context before code generation to prevent assumption bugs. Trigger keywords: context, assumptions, helpers, authentication, current_user, verify, validate context

GitHub

rails-error-prevention

Kaakati

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 expo...

GitHub

core-data-patterns

Kaakati

Core Data persistence patterns for iOS/tvOS including NSPersistentContainer, fetch requests, relationships, and SwiftUI integration

GitHub

code-quality-gates

Kaakati

Comprehensive code quality validation using Solargraph, Sorbet, and Rubocop for A+ Rails code. Trigger keywords: quality gates, validation, solargraph, sorbet, rubocop, type checking, linting, code quality, sta...

GitHub

turbo-hotwire-patterns

Kaakati

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 rend...

GitHub

suno-music

fltman

Create songs for Suno AI music generation. Use when the user wants to create a song, write lyrics, or make music. Outputs a 300-character style description and tagged lyrics formatted for Suno.

GitHub

merge-pr

troydai

Merge a GitHub PR and clean up the worktree. Use when merging a PR from a feature branch worktree that meets merging criteria.

GitHub

gwt

troydai

Manage git worktrees using gwt for branch-based workflow. Use when switching branches, creating worktrees, listing worktrees, or cleaning up after merging PRs.

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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