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Deployment and Git workflow guides for Kailash applications including Docker deployment, Kubernetes orchestration, and Git workflows. Use when asking about 'deployment', 'Docker deployment', 'Kubernetes deployment', 'containerization', 'K8s', 'Git workflow', 'Git branching', 'CI/CD', 'production deployment', 'Docker compose', or 'container orchestration'.
Master system design with architecture patterns, component design, scalability planning, and creating robust, maintainable systems.
Chain of Responsibility Pattern pattern for C development
A specialist skill that recognises and applies common software architecture patterns within a codebase. This skill should be used during the design and development phases of a project.
Multi-agent distributed context preservation protocol using cryptographic sharding, gossip propagation, and Byzantine fault tolerance to maintain coherent shared memory across dynamic agent networks.
Enterprise-ready Python development incorporating Kaizen (continuous improvement) and Monozukuri (meticulous craftsmanship) principles. Use this skill when building Python applications, APIs, CLI tools, data pipelines, automation scripts, or when the user requests clean, efficient, fast, simple, elegant, enterprise-grade, bulletproof, or production-ready Python code. This skill enforces modern Python 3.12+ best practices, type safety, testing patterns, security, and performance optimization.
Create System Requirements (SYS) - Layer 6 artifact defining functional requirements and quality attributes
Repository interface and implementation patterns with offline-first strategies
Entity and model patterns with JSON serialization, immutability, and equality
Create detailed implementation plans from feature specs or bug reports with testable acceptance criteria. Use proactively when planning features, refactors, or fixes. Every task MUST have minimum 2 testable ACs and map to requirements.
REST API design patterns. Use when designing endpoints, error responses, pagination, versioning, or API structure. Framework-agnostic principles for building consistent, maintainable APIs.
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 deployment', 'MCP deployment', 'unified sessions', 'workflow deployment', 'production deployment', 'API gateway', 'FastAPI alternative', 'session management', 'health monitoring', 'enterprise platform', 'plugins', 'event system', or 'workflow registration'.
Java + Spring Boot開発支援。 NullAway設定、テスト戦略、DIコンテナ設計をガイド。
Integration testing patterns for API endpoints using real database and services with WebApplicationFactory and testcontainers. Use this skill when writing integration tests for endpoints.
Clean code principles including DRY, KISS, and YAGNI for .NET. Use when writing or reviewing code to ensure maintainability and simplicity.
Analyzes and maps frontend API calls to backend endpoints. Detects missing endpoints, unused endpoints, and integration gaps. Optional: trace complete data flows to database and design tokens. Related: api-contract-validator for detailed type analysis.
Foundational C# patterns covering LINQ, async/await, nullable types, records, and pattern matching. Use when writing C# code or needing guidance on C# features. This is the entry point for C# development.
Comprehensive guide to Object-Oriented Programming in Ruby and Rails covering classes, modules, design patterns, SOLID principles, and modern Ruby 3.x features
Develop reusable library code across languages. Use when designing public APIs, organizing modules, managing versioning, or creating utility libraries. Provides foundational patterns that language-specific *-lib-* skills extend.
