“Infrastructure as code”

Set up comprehensive infrastructure monitoring with Prometheus, Grafana, and alerting systems for metrics, health checks, and performance tracking.

Designs and provisions infrastructure using Terraform stacks and config/Infrastructure YAML sources of truth.

Audit source code modules for structural smells, God classes, and duplication anti-patterns before refactoring.

Generates operational guidance for CI/CD deployment pipelines, observability, monitoring, logging, and incident management on Google Cloud based on the design…

Operate as a world-class Enterprise Architect (FAANG / top-tier consulting calibre) grounded in TOGAF, Zachman, and modern EA practice.

Use when designing new high-level system architecture, reviewing existing designs, or making architectural decisions.

CI/CD pipeline design and DevOps practices — GitHub Actions workflows, deployment strategies, infrastructure-as-code patterns, and observability basics.

Refactor a codebase using Clean Architecture and Clean Code principles — fix dependency violations, separate concerns, improve code quality, push…

The canonical directory tree every repository has, and the audit that checks a repo against it.

Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates.

Code structure and module-boundary rubric for writing, extending, reviewing, or reorganizing code.

Guides backend and API architecture — service layers, REST/GraphQL design, databases, caching, async jobs, and scalability trade-offs.

Enforces structure, documentation, comment, and ~80-column line-width conventions org-wide for generated or edited source code.

Structure software around the Dependency Rule: source code dependencies point inward from frameworks to use cases to entities.

Activate when performing infrastructure, VM, container, or cloud operations.

云架构助手 - 专业的云计算架构设计与优化专家。适用场景： (1) 云架构设计与方案规划 (2) 云资源选型与容量规划 (3) 云成本优化与FinOps实践 (4) 多云/混合云策略设计 (5) 云迁移方案与实施 (6) 云安全架构设计 (7) 云原生架构转型…

DevOps助手 - 专业的DevOps实践与自动化专家。适用场景： (1) CI/CD流水线设计与实现 (2) 部署策略与发布管理 (3) 基础设施即代码（IaC） (4) 容器化与Kubernetes部署 (5) 监控告警与可观测性 (6) DevOps工具链选型 (7) DevOps文化与实践推广…

Use when setting up CI/CD pipelines, containerizing applications, or managing infrastructure as code.

Uses ast-grep for AST-aware code search, lint rules, and controlled rewrites while keeping text search and semantic navigation separate.

Use when defining or auditing SLOs/SLIs/error budgets, designing production observability (metrics, alerting, dashboards), reviewing production readiness…

This skill should be used when the user asks to "analyze Terraform modules", "scan IaC for security issues", "review Terraform configurations", "check…

House style for TypeScript, React/Next.js and Python (FastAPI, Pydantic v2, mypy strict, ruff): strictness, exports, Server Components, naming.

Audit application code, dependencies, secrets, authentication, and infrastructure for evidence-backed security risks.

Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction.