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cheatsheets
Quick reference cheatsheets for Kailash SDK patterns, nodes, workflows, and best practices. Use when asking about 'quick tips', 'cheat sheet', 'quick reference', 'common mistakes', 'node selection', 'workflow p...
Skills IA databases architecture patterns
Découvrez les skills databases architecture patterns, comparez leurs dépôts et consultez leurs instructions.
Catégories: databases architecture patterns
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nexus
Kailash Nexus - zero-config multi-channel platform for deploying workflows as API + CLI + MCP simultaneously. Use when asking about 'Nexus', 'multi-channel', 'platform deployment', 'API deployment', 'CLI deploy...
GitHub
workflow-patterns
Industry-specific workflow patterns and templates for finance, healthcare, logistics, manufacturing, retail, and common use cases like AI document processing, API integration, business rules, ETL, RAG, security...
GitHub
development-guides
Comprehensive development guides for advanced Kailash SDK features including custom node development, MCP development, async patterns, testing strategies, production deployment, RAG systems, security patterns,...
GitHub
architecture-decisions
Architecture decision guides for Kailash SDK including framework selection (Core SDK vs DataFlow vs Nexus vs Kaizen), runtime selection (Async vs Sync), database selection (PostgreSQL vs SQLite), node selection...
GitHub
testing-strategies
Comprehensive testing strategies for Kailash applications including the 3-tier testing approach with NO MOCKING policy for Tiers 2-3. Use when asking about 'testing', 'test strategy', '3-tier testing', 'unit te...
GitHub
code-templates
Production-ready code templates for Kailash SDK including basic workflows, cyclic workflows, custom nodes, MCP servers, and all three test tiers (unit, integration, end-to-end). Use when asking about 'template'...
GitHub
deployment-git
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...
GitHub
validation-patterns
Validation patterns and compliance checking for Kailash SDK including parameter validation, DataFlow pattern validation, connection validation, absolute import validation, workflow structure validation, and sec...
GitHub
gold-standards
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...
GitHub
functional-programming
Use when writing functional code - covers FP best practices (Lea differs from traditional FP languages)
GitHub
evolving-workflow
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.
GitHub
prd-planner
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...
GitHub
example-planner
Create detailed implementation plans for software features and refactoring tasks. Use this skill when planning new features, architectural changes, or major refactoring efforts.
GitHub
code-refactoring
Improve code structure, readability, and maintainability without changing external behavior through systematic refactoring
GitHub
error-handling-strategies
Implement robust error handling with proper validation, recovery mechanisms, and clear feedback for system stability
GitHub
system-architecture-patterns
Apply proven architectural patterns (MVC, layered, microservices) to create maintainable systems with clear separation of concerns
GitHub
etl-design
Design extract-transform-load patterns, data pipeline orchestration, and incremental loading strategies
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design-pattern-application
Apply Gang of Four and architectural patterns appropriately to solve common software design problems
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optimization-patterns
Apply caching strategies, database optimization, and algorithmic improvements to enhance application performance
GitHub
container-orchestration
Design Kubernetes deployment patterns, configure service mesh, and implement container best practices
GitHub
go-idioms
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...
GitHub
ruby-conventions
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...
GitHub
csharp-modern
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...
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.