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Best Deployment Skills for AI Agents

449 Deployment skills for AI coding assistants — ranked by popularity.

This collection provides curated SKILL.md files designed to turn your AI agent into a deployment specialist. For developers working with Claude Code, Codex, or Cursor, these skills bridge the gap between code generation and production infrastructure. You can automate macOS app building, manage Cloudflare workers, or provision complex cloud environments like Railway and AWS. Whether you are orchestrating multi-agent systems with Google Cloud, managing WeChat Mini Program deployments, or optimizing cloud spend, these files provide the context your agent needs to execute environment-specific tasks correctly. This is not about general coding help; it is about giving your agent the specific directives to build, debug, and ship your software directly from the command line. By integrating these skills, you reduce the manual overhead of infrastructure management and ensure your deployments follow established, repeatable configurations. These tools are built for developers who want to move from local development to production through intent-driven commands.

Top Deployment skills

build-macos-apps

glittercowboy

Build professional native macOS apps in Swift with SwiftUI and AppKit. Full lifecycle - build, debug, test, optimize, ship. CLI-only, no Xcode.

70217

cloudflare-manager

qdhenry

Comprehensive Cloudflare account management for deploying Workers, KV Storage, R2, Pages, DNS, and Routes. Use when deploying cloudflare services, managing worker containers, configuring KV/R2 storage, or setting up DNS/routing. Requires CLOUDFLARE_API_KEY in .env and Bun runtime with dependencies installed.

25135

railway-cli-management

CaptainCrouton89

Deploy, manage services, view logs, and configure Railway infrastructure. Use when deploying to Railway, managing environment variables, viewing deployment logs, scaling services, or managing volumes.

9139

unity-editor-toolkit

Dev-GOM

Automate and control Unity Editor with 500+ commands, real-time WebSocket communication, and SQLite integration for efficient game development.

10126

miniprogram-development

TencentCloudBase

WeChat Mini Program development rules. Use this skill when developing WeChat mini programs, integrating CloudBase capabilities, and deploying mini program projects.

3792

cloud-cost-management

aj-geddes

Optimize and manage cloud costs across AWS, Azure, and GCP using reserved instances, spot pricing, and cost monitoring tools.

7119

azure-functions

aj-geddes

Create serverless functions on Azure with triggers, bindings, authentication, and monitoring. Use for event-driven computing without managing infrastructure.

10104

gcp-cloud-run

aj-geddes

Deploy containerized applications on Google Cloud Run with automatic scaling, traffic management, and service mesh integration. Use for container-based serverless computing.

5107

flow-nexus-platform

ruvnet

Comprehensive Flow Nexus platform management - authentication, sandboxes, app deployment, payments, and challenges

691

building-automl-pipelines

jeremylongshore

Build automated machine learning pipelines, including feature engineering, model selection, and performance evaluation.

688

nuxthub-migration

onmax

Use when migrating NuxtHub projects or when user mentions NuxtHub Admin sunset, GitHub Actions deployment removal, self-hosting NuxtHub, or upgrading to v1/nightly. Covers v0.9.X self-hosting (stable) and v1/nightly multi-cloud (experimental, database/blob not ready).

589

smithery-mcp-deployment

CaullenOmdahl

Best practices for creating, optimizing, and deploying MCP servers to Smithery. Use this skill when:(1) Creating new MCP servers for Smithery deployment(2) Optimizing quality scores (achieving 90/100)(3) Troubleshooting deployment issues (0/0 tools, missing annotations, low scores)(4) Migrating existing MCP servers to Smithery format(5) Understanding Smithery's schema format requirements(6) Adding workflow prompts, tool annotations, or documentation resources(7) Configuring smithery.yaml and package.json for deployment

881

ollama-setup

jeremylongshore

Configure auto-configure Ollama when user needs local LLM deployment, free AI alternatives, or wants to eliminate hosted API costs. Trigger phrases: "install ollama", "local AI", "free LLM", "self-hosted AI", "replace OpenAI", "no API costs". Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

1167

deployment-pipeline-design

wshobson

Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing GitOps practices.

670

ios-developer

sickn33

Develop native iOS applications with Swift/SwiftUI. Masters iOS 18, SwiftUI, UIKit integration, Core Data, networking, and App Store optimization. Use PROACTIVELY for iOS-specific features, App Store optimization, or native iOS development.

1062

equilateral-agents

Equilateral-AI

22 production-ready AI agents with database-driven orchestration for security reviews, code quality analysis, deployment validation, infrastructure checks, and compliance. Auto-activates for security concerns, deployment tasks, code reviews, quality checks, and compliance questions. Includes upgrade paths to enterprise features (GDPR, HIPAA, multi-account AWS, ML-based optimization).

564

terraform-module-library

wshobson

Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, or implementing reusable IaC components.

759

vercel-deployment

davila7

Expert knowledge for deploying to Vercel with Next.js Use when: vercel, deploy, deployment, hosting, production.

359

azure-deployment-preflight

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.

746

pwa-development

alinaqi

Progressive Web Apps - service workers, caching strategies, offline, Workbox

940

netlify-deploy

openai

Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify, including preview and production deploys.

740

cloudflare-deploy

davila7

Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.

342

axiom-ios-build

CharlesWiltgen

Use when ANY iOS build fails, test crashes, Xcode misbehaves, or environment issue occurs before debugging code. Covers build failures, compilation errors, dependency conflicts, simulator problems, environment-first diagnostics.

332

flags

facebook

Use when you need to check feature flag states, compare channels, or debug why a feature behaves differently across release channels.

530

How to choose a Deployment skill

When selecting a skill, first identify your target environment, such as Cloudflare or Railway. Review the scope of the skill to confirm it covers your required tasks, such as provisioning vs. ongoing management. Check the complexity of the implementation; some skills provide a full setup process, like the OpenClaw assistant, while others offer granular control over specific components like storage or DNS. Choose skills that align with your current tech stack and verify that the maintenance status meets your project's stability requirements for production deployments.

More Deployment skills

workflow
vercel · 4 installs
agent-production-validator
ruvnet · 3 installs
expo-deployment
sickn33 · 5 installs
tsdown
onmax · 3 installs
github-release-management
ruvnet · 4 installs
agent-workflow-automation
ruvnet · 4 installs
azure-static-web-apps
github · 4 installs
django-verification
affaan-m · 5 installs
migrating-to-tuist-generated-projects
tuist · 3 installs
vercel-deploy
openai · 4 installs
mlflow
davila7 · 3 installs
artifactory-module-architecture
TencentBlueKing · 4 installs
vercel-advanced-troubleshooting
jeremylongshore · 3 installs
deployment-engineer
sickn33 · 4 installs
vercel-debug-bundle
jeremylongshore · 3 installs
write-script-csharp
windmill-labs · 3 installs
xcodebuildmcp-cli
cameroncooke · 3 installs
web-development
TencentCloudBase · 5 installs
devops
mrgoonie · 2 installs
ecs
itsmostafa · 2 installs
aws-serverless
davila7 · 2 installs
python-packaging
wshobson · 6 installs
cloudrun-development
TencentCloudBase · 1 installs
sentry-ci-integration
jeremylongshore · 1 installs
setup-build-tools
aaddrick · 2 installs
deploying-machine-learning-models
jeremylongshore · 1 installs
apollo-deploy-integration
jeremylongshore · 1 installs
build-release
peteonrails · 1 installs
release-publish
mono · 1 installs
cloud-functions
TencentCloudBase · 1 installs
s3
itsmostafa · 0 installs
stac-quickstart
StacDev · 1 installs
macos-spm-app-packaging
Dimillian · 1 installs
modal-serverless-gpu
davila7 · 1 installs
package-release
peteonrails · 2 installs
posthog-prod-checklist
jeremylongshore · 1 installs
hula-skill
HuLaSpark · 3 installs
secrets-manager
itsmostafa · 1 installs
validate-delivery
avifenesh · 1 installs
windsurf-prod-checklist
jeremylongshore · 1 installs
genkit-infra-expert
jeremylongshore · 1 installs
k8s-rollouts
rohitg00 · 1 installs
publish-mock-server
vfarcic · 1 installs
railway-domain
davila7 · 1 installs
railway-templates
davila7 · 1 installs
release-bump
mikeyobrien · 1 installs
replit-migration-deep-dive
jeremylongshore · 1 installs
aur-publish
peteonrails · 1 installs
azure-resource-manager-mysql-dotnet
microsoft · 1 installs
deployment-e2e-testing
dotnet · 3 installs
firebase-vertex-ai
jeremylongshore · 1 installs
hex-release
agentjido · 2 installs
maintain-cross-platform
avifenesh · 1 installs
pinme
glitternetwork · 1 installs
publish-package-cicd
joelhooks · 1 installs
release-testing
mono · 1 installs
upgrading-chart
chainloop-dev · 1 installs
validate
iPlug2 · 1 installs
add-cdn-bundle
getsentry · 1 installs
agent-release-swarm
ruvnet · 1 installs
ark-setup
mckinsey · 1 installs
clay-prod-checklist
jeremylongshore · 1 installs
deploying-vmcp-locally
stacklok · 1 installs
deployment-procedures
davila7 · 1 installs
deployment-validation-config-validate
sickn33 · 1 installs
firecrawl-prod-checklist
jeremylongshore · 1 installs
groq-deploy-integration
jeremylongshore · 1 installs
hugging-face-model-trainer
patchy631 · 1 installs
k8s-deploy
rohitg00 · 1 installs
kcli-cluster-deployment
karmab · 2 installs
release-safety
tamagui · 1 installs
releasing-software
harperreed · 1 installs
stac-troubleshooter
StacDev · 1 installs
supabase-prod-checklist
jeremylongshore · 1 installs
validate-binaries
peteonrails · 1 installs
vercel-multi-env-setup
jeremylongshore · 1 installs
coderabbit-deploy-integration
jeremylongshore · 1 installs
customerio-deploy-pipeline
jeremylongshore · 1 installs
developing-ios-apps
daymade · 1 installs
documenso-prod-checklist
jeremylongshore · 1 installs
expo-dev-client
expo · 0 installs
firecrawl-deploy-integration
jeremylongshore · 1 installs
ideogram-deploy-integration
jeremylongshore · 1 installs
langfuse-deploy-integration
jeremylongshore · 1 installs
magerun-release
netz98 · 1 installs
railway-database
davila7 · 1 installs
release
ziggy42 · 1 installs
release-branch
mono · 1 installs
release-minor
knuckleswtf · 1 installs
training-llms-megatron
davila7 · 1 installs
vercel-deploy-preview
jeremylongshore · 1 installs
vercel-migration-deep-dive
jeremylongshore · 1 installs
azure-image-builder
hashicorp · 0 installs
backend-development-feature-development
sickn33 · 1 installs
bump-version
wandb · 1 installs
cloudbase-platform
TencentCloudBase · 1 installs

+329 more — browse all skills.

Frequently asked

Can I use these skills if I am not using Claude Code?
Yes. While these files are optimized for Claude Code, they are essentially structured prompt directives. You can adapt the logic and instructions within these SKILL.md files to work with other AI agents like Cursor or Codex. The effectiveness depends on the agent’s ability to parse the instruction set and execute CLI-based commands.
Do these skills handle my cloud infrastructure credentials?
These skills focus on providing the logic and operational steps for deployment, not the secure storage of your credentials. You should handle sensitive API keys or environment variables through your local system's secure environment or existing CLI auth flows. Never include private credentials directly inside the SKILL.md file or your agent's chat history.

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