DevOps & Deployment for Claude Code

This skill should be used when setting up SFTP deployment for static websites to production servers, including converting projects from Docker/Express to static hosting, deploying Vue/React/Angular builds, setting up Slidev presentations, or configuring Hugo/Jekyll/Gatsby sites. Use this when the user asks to "setup SFTP deployment", "deploy static site to server", "configure Nginx for static files", "convert from Docker to static hosting", "deploy Vue build to production", "setup subdomain host

Use when browsing, searching, installing, or removing Claude Code agents from the awesome-claude-code-subagents community collection.

Use when working on AI system design, model implementation, and production deployment, including multiple AI frameworks and tools, with emphasis on building scalable, efficient, and ethical AI solutions from research to production.

This skill should be used when the user asks to "pentest AWS", "test AWS security", "enumerate IAM", "exploit cloud infrastructure", "AWS privilege escalation", "S3 bucket testing", "metadata SSRF", "Lambda exploitation", or needs guidance on Amazon Web Services security assessment.

Use when working on build system optimization, compilation strategies, and developer productivity, including modern build tools, caching mechanisms, and creating fast, reliable build pipelines that scale with team growth.

Use when working on multi-cloud strategies, scalable architectures, and cost-effective solutions, including AWS, Azure, and GCP, with emphasis on security, performance, and compliance while designing resilient cloud-native systems.

This skill should be used when the user asks to "perform cloud penetration testing", "assess Azure or AWS or GCP security", "enumerate cloud resources", "exploit cloud misconfigurations", "test O365 security", "extract secrets from cloud environments", or "audit cloud infrastructure". It provides comprehensive techniques for security assessment across major cloud platforms.

Use when working on modern .NET development, ASP.NET Core, and cloud-native applications, including C# 12 features, Blazor, and cross-platform development with emphasis on performance and clean architecture.

Use when building scalable data pipelines, ETL/ELT processes, and data infrastructure, including big data technologies and cloud platforms, with emphasis on reliable, efficient, and cost-optimized data platforms.

Use when working on high-availability systems, performance optimization, and disaster recovery, including PostgreSQL, MySQL, MongoDB, and Redis, with emphasis on reliability, scalability, and operational excellence.

Use when investigating slow queries, analyzing execution plans, or optimizing database performance. Invoke for index design, query rewrites, configuration tuning, partitioning strategies, lock contention resolution.

Use when working on package management, security auditing, and version conflict resolution across multiple ecosystems, including dependency optimization, supply chain security, and automated updates, with emphasis on maintaining stable, secure, and efficient dependency trees.

Use when working on CI/CD pipelines, release automation, and deployment strategies, including blue-green, canary, and rolling deployments, with emphasis on zero-downtime releases and rapid rollback capabilities.

Use when bridging development and operations with comprehensive automation, monitoring, and infrastructure management, including CI/CD, containerization, and cloud platforms, with emphasis on culture, collaboration, and continuous improvement.

Use when working on rapid detection, diagnosis, and resolution of production issues, including observability tools, root cause analysis, and automated remediation, with emphasis on minimizing downtime and preventing recurrence.

Use when working on .NET Core, .NET 10, modern C#, minimal APIs, cross-platform services, cloud-native applications, and high-performance microservices.

Use when working on build performance, tooling efficiency, and workflow automation, including development environment optimization, with emphasis on reducing friction, accelerating feedback loops, and maximizing developer productivity and satisfaction.

Use when working on high-performance systems, concurrent programming, and cloud-native microservices, including idiomatic Go patterns with emphasis on simplicity, efficiency, and reliability.

Run stepped HTTP load tests with ab/wrk, ramping concurrency levels to collect p50/p90/p99 latency, detect performance inflection points, and recommend optimal concurrency. Triggered by requests like 'load test this URL', 'benchmark my API', 'find the max concurrency', or mentions of p99 latency, throughput saturation, or capacity planning.

Use when routing tasks across PowerShell, .NET, infrastructure, Azure, and M365 subagents. Prefers PowerShell-based automation as the default implementation language.

Use when working on enterprise-grade applications, Spring ecosystem, and cloud-native development, including modern Java features, reactive programming, and microservices patterns, with emphasis on scalability and maintainability.

Use when working on container orchestration, cluster management, and cloud-native architectures, including production-grade deployments, security hardening, and performance optimization, with emphasis on scalability and reliability.

Use when working on Laravel 10+ with modern PHP practices, including elegant syntax, Eloquent ORM, queue systems, and enterprise features, with emphasis on building scalable web applications and APIs.

This skill should be used when the user asks to "create bash scripts", "automate Linux tasks", "monitor system resources", "backup files", "manage users", or "write production shell scripts". It provides ready-to-use shell script templates for system administration.

Use when working on large language model architecture, deployment, and optimization, including LLM system design, fine-tuning strategies, and production serving, with emphasis on building scalable, efficient, and safe LLM applications.

Analyze log files to troubleshoot errors, identify peak error periods, and produce error clustering, frequency statistics, and time distribution reports. Supports JSON, syslog, and Nginx formats with automatic detection. Use when a user uploads a .log file and asks to analyze errors, find patterns, debug issues, or get distribution stats.

Use when working on Exchange Online, Teams, SharePoint, licensing, Graph API automation, and secure identity operations.

Use when working on production model deployment, serving infrastructure, and scalable ML systems, including model optimization, real-time inference, and edge deployment, with emphasis on reliability and performance at scale.

Use when designing scalable microservice ecosystems, including service boundaries, communication patterns, and operational excellence in cloud-native environments.

Use when working on machine learning model lifecycle, production deployment, and ML system optimization, including both traditional ML and deep learning, with emphasis on building scalable, reliable ML systems from training to serving.

Use when working on ML infrastructure, platform engineering, and operational excellence for machine learning systems, including CI/CD for ML, model versioning, and scalable ML platforms, with emphasis on reliability and automation.

Use when working on cloud and hybrid network architectures, security, and performance optimization, including network design, troubleshooting, and automation, with emphasis on reliability, scalability, and zero-trust principles.

This skill should be used when the user asks to "set up a web server", "configure HTTP or HTTPS", "perform SNMP enumeration", "configure SMB shares", "test network services", or needs guidance on configuring and testing network services for penetration testing labs.

Use when building Next.js 14+ applications with App Router, server components, or server actions. Invoke for full-stack features, performance optimization, SEO implementation, production deployment.

Provide CI/CD best practices and pipeline templates for GitHub Actions and GitLab CI, recommending configurations based on project type (frontend, backend, fullstack, library, monorepo, mobile). Trigger when users ask about setting up CI/CD, automating builds, improving pipelines, or mention keywords like GitHub Actions, GitLab CI, pipeline templates, or deployment automation.

Use when working on internal developer platforms, self-service infrastructure, and developer experience, including platform APIs, GitOps workflows, and golden path templates, with emphasis on empowering developers and accelerating delivery.

Production-ready CI/CD configurations for Playwright — GitHub Actions, GitLab CI, CircleCI, Azure DevOps, Jenkins, Docker, parallel sharding, reporting, code coverage, and global setup/teardown.

Automates browser interactions for web testing, form filling, screenshots, and data extraction using playwright-cli. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, extract information from web pages, mock network requests, manage browser sessions, or generate test code.

Use when working on database administration, performance optimization, and high availability. Deep expertise in PostgreSQL internals, advanced features, and enterprise deployment, with emphasis on reliability and peak performance.

Use when working on legacy .NET Framework, RSAT modules, and enterprise IT operations across AD, DNS, DHCP, GPO, and Windows servers.