deployment AI Agent Skills
Browse 49 skills related to deployment
modal-serverless-gpu
Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML models as APIs, or running batch jobs with automatic scaling.
railway-status
Check current Railway project status for this directory. Use when user asks "railway status", "is it running", "what's deployed", "deployment status", or about uptime. NOT for variables or configuration queries - use railway-environment skill for those.
railway-deploy
Deploy code to Railway using "railway up". Use when user wants to push code, says "railway up", "deploy", "ship", or "push". For initial setup or creating services, use railway-new skill. For Docker images, use railway-environment skill.
Railway Deployment
Manage Railway deployments - view logs, redeploy, restart, or remove deployments. Use for deployment lifecycle (remove, stop, redeploy, restart), deployment visibility (list, status, history), and troubleshooting (logs, errors, failures, crashes). NOT for deleting services - use railway-environment skill with isDeleted for that.
mlflow
Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic ML lifecycle platform
railway-database
Add official Railway database services (Postgres, Redis, MySQL, MongoDB). Use when user wants to add a database, says "add postgres", "add redis", "add database", "connect to database", or "wire up the database". For other templates (Ghost, Strapi, n8n), use the railway-templates skill.
github-workflow-automation
Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
Flow Nexus Platform
Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges
GitHub Release Management
Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
vertex-agent-builder
Build and deploy production-ready generative AI agents using Vertex AI, Gemini models, and Google Cloud infrastructure with RAG, function calling, and multi-modal capabilities
qt-installer-framework-config
Configure Qt Installer Framework for cross-platform installers with component management, online updates, and custom UI
dotnet-clickonce-config
Configure ClickOnce deployment with auto-update, prerequisites, and publish settings for .NET applications
electron-auto-updater-setup
Configure electron-updater with code signing verification, delta updates, staged rollouts, and multiple update channels for Electron applications
proof-of-work
Proof artifact generation patterns for task validation. Covers screenshots, test results, deployments, and confidence scoring.
flow-nexus-platform
Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges
github-workflow-automation
Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
github-release-management
Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
qe-github-release-management
Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
qcsd-cicd-swarm
QCSD Verification phase swarm for CI/CD pipeline quality gates using regression analysis, flaky test detection, quality gate enforcement, and deployment readiness assessment. Consumes Development outputs (SHIP/CONDITIONAL/HOLD decisions, quality metrics) and produces signals for Production monitoring.
env-manager
Environment variable validation, synchronization, and management across local development, CI/CD, and deployment platforms
Smoke Test Suite Builder
Building effective smoke test suites for deployment verification including critical path coverage, health endpoints, and rapid feedback testing.
CI/CD Pipeline Testing
Testing CI/CD pipeline configurations including build validation, deployment verification, rollback testing, and pipeline-as-code quality checks.
Kubernetes Testing Patterns
Kubernetes deployment testing including manifest validation, Helm chart testing, pod health checks, network policy testing, and rollback verification.
Canary Deployment Testing
Canary deployment validation testing including traffic splitting, metric comparison, automatic rollback triggers, and health score calculation.
site-reliability-engineer
Docusaurus build health validation and deployment safety for Claude Skills showcase. Pre-commit MDX validation (Liquid syntax, angle brackets, prop mismatches), pre-build link checking, post-build health reports. Activate on 'build errors', 'commit hooks', 'deployment safety', 'site health', 'MDX validation'. NOT for general DevOps (use deployment-engineer), Kubernetes/cloud infrastructure (use kubernetes-architect), runtime monitoring (use observability-engineer), or non-Docusaurus projects.
kubernetes-orchestration
Comprehensive guide to Kubernetes container orchestration, covering workloads, networking, storage, security, and production operations
mlops-workflows
Comprehensive MLOps workflows for the complete ML lifecycle - experiment tracking, model registry, deployment patterns, monitoring, A/B testing, and production best practices with MLflow
openapi_docs
Generate comprehensive REST API documentation using SpringDoc OpenAPI 3.0 and Swagger UI in Spring Boot 3.x applications. Use when setting up API documentation, configuring Swagger UI, adding OpenAPI annotations, implementing security documentation, or enhancing REST endpoints with examples and schemas.
setup-maestro-cluster
Sets up a long-running Maestro cluster environment using Azure ARO-HCP infrastructure with both service and management clusters
Kubernetes
Kubernetes operations playbook for deploying services: core objects, probes, resource sizing, safe rollouts, and fast kubectl debugging
Express Production
Production-ready Express.js development covering middleware architecture, error handling, security hardening, testing strategies, and deployment patterns
helm-best-practices
Expert guidance for authoring and maintaining Helm charts following standardized conventions, global registry support, templating best practices, and Kubernetes deployment patterns.
helm-charts
Expert guidance for authoring and maintaining Helm charts following standardized conventions, global registry support, templating best practices, and Kubernetes deployment patterns.
ci-cd-workflows
Guide for GitHub Actions workflows, test orchestration, parallel testing, adapter builds, releases, and CI/CD configuration. Use when working with .github/workflows/, versions.json, or troubleshooting CI issues.
langflow
A powerful Python-based visual framework for building and deploying AI-powered agents and workflows with Model Context Protocol (MCP) integration, drag-and-drop interface, and enterprise-grade deployment options
devops-role-skill
Professional DevOps engineering skill for creating CI/CD pipelines, implementing infrastructure as code, managing environments, and establishing monitoring and observability across all deployment stages.
github-actions
Build CI/CD pipelines with GitHub Actions — workflows, jobs, steps, triggers, caching, artifacts, matrix builds, secrets, environments, reusable workflows, and custom actions. Use when tasks involve automating tests, builds, deployments, code quality checks, or any GitHub-triggered automation.
devops-sre
Expert in Docker, CI/CD, and delivering Go/Nuxt apps.
deployment-automation
Automated deployment pipeline and CI/CD workflow expert
docker-helper
Docker and container orchestration expert for development and deployment
automating-appstore-connect
Automates App Store Connect via JWT API/Playwright hybrid. Supports app info, builds, TestFlight deployment, screenshot upload, and app submission. Use for "ASC", "TestFlight", "앱스토어", iOS deployment tasks.
github-workflow-automation
Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
docker-deploy
Deploy, update, and manage Docker Compose services in production.
vercel
Manage Vercel deployments, projects, and domains via the REST API.
securing-helm-chart-deployments
Secure Helm chart deployments by validating chart integrity, scanning templates for misconfigurations, and enforcing security contexts in Kubernetes releases.
github-release-management
Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management
remote-exec
Execute complex scripts and patch files on remote hosts via SSH without heredoc escaping issues. Solves nested-quote and unicode mangling in SSH heredocs by using a write-SCP-run pattern.
rltools-deploy-hardware
Deploy trained rl-tools policies to hardware — ESP32, Teensy, Crazyflie, PX4, Betaflight platform adapters and firmware integration.