standards

Orchestration & Events:

Kubernetes standards for container orchestration, deployments, services, ingress, ConfigMaps, Secrets, and security policies. Covers production-ready configurations, monitoring, and best practices for cloud-native applications.

Master Kotlin coding standards with null safety, coroutines, and idiomatic patterns. Use when developing JVM/Android applications requiring type-safe async programming.

Comprehensive coding standards and best practices for maintainable, consistent software development across multiple languages and paradigms

React frontend standards covering hooks (useState, useEffect, useContext, custom hooks), state management (Context API, Redux, Zustand), performance optimization (memoization, lazy loading, code splitting), testing with React Testing Library, and accessibility (WCAG 2.1, ARIA) for modern SPAs

Security Operations Center (SOC) practices, incident response, SIEM management, and threat hunting following NIST 800-61

Implement robust E2E tests with Playwright or Cypress using Page Object Model, proper waits, and CI/CD integration. Covers selector strategies, flaky test prevention, and cross-browser testing patterns.

Comprehensive testing standards including unit, integration, security, and property-based testing with TDD methodology

Performance testing standards for load, stress, spike, and soak testing. Covers k6 and JMeter implementation, SLI/SLO definitions, CI/CD integration, and bottleneck analysis. Use when validating system behavior under load, establishing baselines, or capacity planning.

Python coding standards following PEP 8, type hints, testing best practices, and modern Python patterns. Use for Python projects requiring clean, maintainable, production-ready code with comprehensive testing.

Master Rust's ownership system, type safety, and zero-cost abstractions for building safe, concurrent, and performant systems. Covers borrowing, lifetimes, traits, error handling, async/await, and testing patterns.

Essential patterns for reliable shell scripts - portable shebangs, error handling, quoting rules, functions, testing with Bats, and ShellCheck integration.

Master Swift coding standards with Apple's guidelines, protocol-oriented design, and modern concurrency patterns

Backward compatibility bridge that translates legacy @load patterns to new Skills format. Enables seamless migration with zero breaking changes during 6-month transition period.

Patterns standards for patterns in Architecture environments. Covers

Gdpr standards for gdpr in Compliance environments. Covers best practices,

Nist standards for nist in Compliance environments. Covers best practices,

Documentation standards for documentation in Content environments. Covers

Orchestration standards for orchestration in Data Engineering environments.

Nosql standards for nosql in Database environments. Covers best practices,

Sql standards for sql in Database environments. Covers best practices,

Ux standards for ux in Design environments. Covers best practices, implementation

Infrastructure standards for infrastructure in Devops environments. Covers

Monitoring standards for monitoring in Devops environments. Covers best

Mobile-Android standards for mobile android in Frontend environments.

Mobile-Ios standards for mobile ios in Frontend environments. Covers

Patterns standards for patterns in Microservices environments. Covers

Model-Deployment standards for model deployment in Ml Ai environments.

Model-Development standards for model development in Ml Ai environments.

Logging standards for logging in Observability environments. Covers best

Metrics standards for metrics in Observability environments. Covers best

Input-Validation standards for input validation in Security environments.

Skill-Loader standards and best practices for Skill Loader. Includes implementation guidelines, common patterns, and testing strategies.

Comprehensive GraphQL API design with Apollo Server, GraphQL Yoga, and Federation v2

Benefits:

A service mesh is an infrastructure layer that provides transparent service-to-service communication with built-in observability, traffic management, and security features without requiring application code changes.

Payment card security, SOC2 compliance, and financial services regulatory requirements

HIPAA establishes national standards for protecting patient health information (PHI). Enforced by HHS Office for Civil Rights.

Use SQL (PostgreSQL) when:

CI/CD pipeline standards for GitHub Actions, GitLab CI, and deployment automation. Covers testing gates, security scanning, artifact management, and deployment strategies for reliable software delivery.