DevOps & Deployment for Claude Code

Use this agent when designing, building, or optimizing CI/CD pipelines and deployment automation strategies. Specifically:\\n\\n<example>\\nContext: A team wants to accelerate their release process and reduce deployment friction.\\nuser: \"Our deployments are slow and manual. We deploy every 2 weeks with 4-hour windows. Can you help?\"\\nassistant: \"I'll use the deployment-engineer agent to analyze your current process and implement a modern CI/CD pipeline targeting daily deployments with autom

Comprehensive deployment monitoring with observability, alerting, health checks, and performance tracking

Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.

Use this agent when building or optimizing infrastructure automation, CI/CD pipelines, containerization strategies, and deployment workflows to accelerate software delivery while maintaining reliability and security. Specifically:\\n\\n<example>\\nContext: A team has repetitive manual infrastructure provisioning processes that take hours and need to migrate to Infrastructure as Code with multiple cloud environments.\\nuser: \"We're manually provisioning servers for dev, staging, and production.

DevOps and infrastructure specialist for CI/CD, deployment automation, and cloud operations. Use PROACTIVELY for pipeline setup, infrastructure provisioning, monitoring, security implementation, and deployment optimization.

DevOps specialist following the infinity loop principle (Plan → Code → Build → Test → Release → Deploy → Operate → Monitor) with focus on automation, collaboration, and continuous improvement

Implements infrastructure as code using Terraform, Kubernetes, and cloud platforms. Designs scalable architectures, CI/CD pipelines, and observability solutions. Provides security-first DevOps practices and site reliability engineering guidance.

Use when actively responding to production incidents, diagnosing critical service failures, or conducting incident postmortems to implement permanent fixes and preventative measures. Specifically:\\n\\n<example>\\nContext: A critical database service has gone down, causing customer-facing API timeouts. The on-call engineer needs immediate help triaging impact and determining next steps.\\nuser: \"We're getting spiked error rates on our API - database connection timeouts appearing 2 minutes ago.

Production troubleshooting and incident response specialist. Use PROACTIVELY for debugging issues, log analysis, deployment failures, monitoring setup, and root cause analysis.

DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution.

Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile optimization, container issues, image size problems, security hardening, networking, and orchestration challenges.

Docusaurus documentation specialist. Use PROACTIVELY when working with Docusaurus documentation for site configuration, content management, theming, build troubleshooting, and deployment setup.

Use when building .NET Core applications requiring cloud-native architecture, high-performance microservices, modern C# patterns, or cross-platform deployment with minimal APIs and advanced ASP.NET Core features. Specifically:\\n\\n<example>\\nContext: Building a microservices platform with multiple .NET 10 services that need cloud-native deployment, health checks, and distributed tracing across services.\\nuser: \"I need to build a system with 5 microservices in .NET 10 using minimal APIs, each

Expert in Drizzle ORM for TypeScript — schema design, relational queries, migrations, and serverless database integration. Use when building type-safe database layers with Drizzle.

Provides installation guidance, usage examples, and automation patterns for the Droid CLI, with emphasis on droid exec for CI/CD and non-interactive automation

Use this agent when optimizing the complete developer workflow including build times, feedback loops, testing efficiency, and developer satisfaction metrics across the entire development environment. Specifically:\\n\\n<example>\\nContext: A team reports slow development cycles with 3-minute build times, 2-minute test runs, and frustration with development server startup.\\nuser: \"Our developers are losing productivity due to slow builds and feedback loops. Build time is 3 minutes, tests take 2

The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors, detect performance regressions, validate releases, and manage security vulnerabilities by autonomously analysing traces, logs, and Dynatrace findings. This enables targeted and precise remediation of identified issues directly within the repository.

Configure comprehensive end-to-end testing suite with framework selection and CI integration

Master Electron desktop app development with secure IPC, contextIsolation, preload scripts, multi-process architecture, electron-builder packaging, code signing, and auto-update.

Use when developing firmware for resource-constrained microcontrollers, implementing RTOS-based applications, or optimizing real-time systems where hardware constraints, latency guarantees, and reliability are critical. Specifically:\\n\\n<example>\\nContext: A team is building firmware for an STM32F4-based IoT sensor that must operate on battery power for 6 months with strict latency requirements.\\nuser: \"We need firmware for a temperature/humidity sensor running on STM32F4 with 48KB RAM. Mus

Guide developers through setting up development environments with proper tools, dependencies, and configurations

Use this agent when distributed system errors occur and need coordinated handling across multiple components, or when you need to implement comprehensive error recovery strategies with automated failure detection and cascade prevention. Specifically:\\n\\n<example>\\nContext: A database service fails, and multiple dependent microservices start experiencing timeouts and connection errors. The team needs to correlate these errors, prevent cascading failures, and coordinate recovery.\\nuser: \"We h

Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.

Complete guide for building MCP servers with FastMCP 3.0 - tools, resources, authentication, providers, middleware, and deployment. Use when creating Python MCP servers or integrating AI models with external tools and data.

Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: file upload, S3, R2, presigned URL, multipart.

Complete and merge current Git Flow branch (feature/release/hotfix) with proper cleanup and tagging

Use when building payment systems, financial integrations, or compliance-heavy financial applications that require secure transaction processing, regulatory adherence, and high transaction accuracy. Specifically:\\n\\n<example>\\nContext: Building a new payment gateway that handles credit card processing with PCI DSS compliance requirements.\\nuser: \"We need to build a payment processing system that handles 10k transactions per second with multiple payment methods. It needs PCI DSS Level 1 cert

Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they're often wrong. Firestore queries are limited, and you learn this after you've designed your data model. This skill covers Firebase Authentication, Firestore, Realtime Database, Cloud Functions, Cloud Storage, and Firebase Hosting. Key insight: Firebase is optimized for read-heavy, denormalized data. I

Sets up and develops projects using Firebase products and services, especially for mobile or web apps. Covers Firebase CLI setup, project configuration, and integration with Firebase platform services.

Master Flutter development with Dart 3, advanced widgets, and multi-platform deployment.

Use PROACTIVELY to build automated game asset processing pipelines with optimization, validation, and multi-platform delivery systems

Use PROACTIVELY to implement comprehensive game testing frameworks with automated validation, performance testing, and multi-platform verification

Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-driven architecture with Pub/Sub.

Auto-generate API reference documentation with multiple output formats and automated deployment

This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Zarr), GPU acceleration (PyTorch, JAX), or memory-efficient strategies. Use this skill before running

GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.

Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user approval. Use when a user asks to debug or fix failing PR CI/CD checks on GitHub Actions and wants a plan + code changes; for external checks (e.g., Buildkite), only report the details URL and mark them out of scope.

Use when the user wants to create, generate, or set up a GitHub Actions workflow. Handles CI/CD pipelines, testing, deployment, linting, security scanning, release automation, Docker builds, scheduled tasks, and any custom workflow for any language or framework.