Kubernetes
Kubernetes orchestration
layered-rails
by palkan
Design and review Rails applications using layered architecture principles from "Layered Design for Ruby on Rails Applications". Use when analyzing Rails codebases, reviewing PRs for architecture violations, planning feature implementations, or implementing patterns like authorization, view components, or AI integration. Triggers on "layered design", "architecture layers", "abstraction", "specification test", "layer violation", "extract service", "fat controller", "god object".
alex-hormozi-pitch
by Microck
Create irresistible offers and pitches using Alex Hormozi's methodology from $100M Offers. Guides through value equation, guarantee frameworks, pricing psychology, and creating offers "too good not to take" for any product or service.
aws-skills
by Microck
Collection of AWS development skills covering CDK infrastructure as code, cost optimization, and serverless/event-driven architectures with integrated MCP servers.
senior-architect
by borghei
Expert software architecture covering system design, distributed systems, microservices, scalability patterns, and technical decision-making.
senior-devops
by borghei
Expert DevOps engineering covering CI/CD pipelines, infrastructure as code, container orchestration, cloud platforms, and site reliability.
ml-ops-engineer
by borghei
Expert MLOps engineering covering model deployment, ML pipelines, model monitoring, feature stores, and infrastructure automation.
senior-ml-engineer
by borghei
Expert ML engineering covering model development, MLOps, feature engineering, model deployment, and production ML systems.
delivery-manager
by borghei
Expert delivery management covering continuous delivery, release management, deployment coordination, and service operations.
container-security-testing
by Ed1s0nZ
容器安全测试的专业技能和方法论
cloud-design-patterns
by github
'Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and deployment categories. Use when designing, reviewing, or implementing distributed system architectures.'
fluentui-blazor
by github
Guide for using the Microsoft Fluent UI Blazor component library (Microsoft.FluentUI.AspNetCore.Components NuGet package) in Blazor applications. Use this when the user is building a Blazor app with Fluent UI components, setting up the library, using FluentUI components like FluentButton, FluentDataGrid, FluentDialog, FluentToast, FluentNavMenu, FluentTextField, FluentSelect, FluentAutocomplete, FluentDesignTheme, or any component prefixed with "Fluent". Also use when troubleshooting missing providers, JS interop issues, or theming.
appinsights-instrumentation
by github
'Instrument a webapp to send useful telemetry data to Azure App Insights'
aspire
by github
'Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Use when the user asks to create, run, debug, configure, deploy, or troubleshoot an Aspire distributed application.'
azure-deployment-preflight
by github
'Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure to preview changes, identify potential issues, and ensure the deployment will succeed. Activate when users mention deploying to Azure, validating Bicep files, checking deployment permissions, previewing infrastructure changes, running what-if, or preparing for azd provision.'
vercel-deploy
by vercel-labs
Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as "Deploy my app", "Deploy this to production", "Create a preview deployment", "Deploy and give me the link", or "Push this live". No authentication required - returns preview URL and claimable deployment link.
architecture-diagrams
by microsoft
"Architecture diagram authoring for cloud infrastructure: parse Azure IaC, map relationships, and render either ASCII block diagrams or Mermaid flowcharts based on the caller's chosen output format"
Observability Designer (POWERFUL)
by alirezarezvani
This comprehensive observability design skill enables organizations to build robust, scalable monitoring and alerting systems that provide actionable insights while maintaining cost efficiency and operational excellence.
senior-data-scientist
by alirezarezvani
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.
Incident Commander Skill
by alirezarezvani
Remember: The goal isn't to prevent all incidents (which is impossible), but to detect them quickly, respond effectively, communicate clearly, and learn continuously.
yq
by kylesnowschwartz
This skill SHOULD be used when the user asks to "get a field from docker-compose", "extract value from yaml", "what services are in this compose file", "get the image from kubernetes manifest", "pull workflow triggers from github actions", "check the version in pubspec.yaml", or when needing specific fields from YAML/JSON config files without loading the entire file.
axiom-build-debugging
by CharlesWiltgen
Use when encountering dependency conflicts, CocoaPods/SPM resolution failures, "Multiple commands produce" errors, or framework version mismatches - systematic dependency and build configuration debugging for iOS projects. Includes pressure scenario guidance for resisting quick fixes under time constraints
auth-module-architecture
by TencentBlueKing
Auth 权限认证模块架构指南，涵盖 IAM 集成、RBAC 权限模型、资源权限校验、权限迁移、OAuth 认证。当用户开发权限功能、配置 IAM 资源、实现权限校验或处理认证流程时使用。
backend-microservice-development
by TencentBlueKing
后端微服务开发规范，涵盖目录结构、分层架构（API/Service/DAO）、依赖注入、配置管理、Spring Boot 最佳实践。当用户进行后端开发、创建新微服务、编写 Kotlin/Java 代码或设计服务架构时使用。
architect-review
by benjaminasterA
Master software architect specializing in modern architecture