Discover documentation architecture patterns skills, compare source repositories and read the instructions for each workflow.
Deployment and Git workflow guides for Kailash applications including Docker deployment, Kubernetes orchestration, and Git workflows. Use when asking about 'deployment', 'Docker deployment', 'Kubernetes deploym...
Validation patterns and compliance checking for Kailash SDK including parameter validation, DataFlow pattern validation, connection validation, absolute import validation, workflow structure validation, and sec...
Mandatory best practices and gold standards for Kailash SDK development including absolute imports, parameter passing, error handling, testing policies (NO MOCKING in Tiers 2-3), workflow design, custom node de...
Use when writing functional code - covers FP best practices (Lea differs from traditional FP languages)
Write auditable, trackable, and repeatable workflows as MoonBit code using the MoonBit Codex SDK. Turn plans into runnable programs that can be reviewed, committed, and improved over time.
Generate structured PRD (Product Requirements Document) planning documents optimized for AI-assisted development. Creates discrete, single-conversation tasks with reasoning level estimates to optimize token usa...
Create detailed implementation plans for software features and refactoring tasks. Use this skill when planning new features, architectural changes, or major refactoring efforts.
Improve code structure, readability, and maintainability without changing external behavior through systematic refactoring
Implement robust error handling with proper validation, recovery mechanisms, and clear feedback for system stability
Apply proven architectural patterns (MVC, layered, microservices) to create maintainable systems with clear separation of concerns
Design extract-transform-load patterns, data pipeline orchestration, and incremental loading strategies
Apply Gang of Four and architectural patterns appropriately to solve common software design problems
Apply caching strategies, database optimization, and algorithmic improvements to enhance application performance
Design Kubernetes deployment patterns, configure service mesh, and implement container best practices
Idiomatic Go patterns for errors, interfaces, concurrency, and packages. Use when: - Writing or reviewing Go code - Designing interfaces or package structure - Implementing concurrency patterns - Handling error...
Ruby and Rails best practices for services, testing, and architecture. Use when: - Writing or reviewing Ruby/Rails code - Designing service objects or organizing business logic - Setting up RSpec tests with Fac...
Modern C# development with .NET 8+, async patterns, and records. Use when: - Writing or reviewing C# code - Configuring async/await with ConfigureAwait - Using nullable reference types - Implementing pattern ma...
Invoke Codex CLI as a coworker for implementation, brainstorming, specs, and reviews. Use when you want parallel thinking, cheap execution, or a second opinion. Codex tokens are cheaper than yours — delegate ag...
Apply universal naming principles: avoid Manager/Helper/Util, use intention-revealing names, domain language, verb+noun functions. Use when naming variables, functions, classes, reviewing names, or refactoring...
Idiomatic Rust patterns for ownership, errors, traits, and configuration. Use when: - Writing or reviewing Rust code - Designing error handling with Result and thiserror - Implementing traits and composition pa...
Patterns for syncing state between external services (Stripe, Clerk) and local database. Invoke for: webhook failures, data sync issues, eventual consistency, recovery from missed events, subscription state man...
Codebase mapping and documentation using parallel AI subagents. Invoke for: map this codebase, document architecture, understand codebase, onboarding to new project, create CODEBASE_MAP.md, generate architectur...
Design Swift app architecture with MVVM, Clean Architecture, dependency injection, and repository patterns. Use when structuring iOS/macOS projects, creating ViewModels, implementing DI, or organizing code laye...
Codebase exploration techniques for rapid discovery, architecture analysis, pattern detection, and dependency mapping.
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.