DevOps & Infra
DevOps agent skills automate the delivery side of software: CI/CD pipelines, Dockerfiles, infrastructure as code, releases, and incident checklists. A skill gives your AI agent the exact runbook to follow, so deployments and configs come out consistent every time.
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okhp3 Bundle Published Keyboard Recovery CheckConfirm the published Skillz Forge review surface still preserves failed-contract keyboard recovery after a GitHub Pages deploy.
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contextgo Skill Docker PatternsDocker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.
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contextgo Skill Deployment PatternsDeployment workflows, CI/CD pipeline patterns, Docker containerization, health checks, rollback strategies, and production readiness checklists for web applications.
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contextgo Skill Opensource PipelineOpen-source pipeline: fork, sanitize, and package private projects for safe public release. Chains 3 agents (forker, sanitizer, packager). Triggers: '/opensource', 'open source this', 'make this public', 'prepare for open source'.
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contextgo Skill Ralphinho Rfc PipelineRFC-driven multi-agent DAG execution pattern with quality gates, merge queues, and work unit orchestration.
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contextgo Skill Cost Aware LLM PipelineCost optimization patterns for LLM API usage — model routing by task complexity, budget tracking, retry logic, and prompt caching.
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contextgo Skill Remotion LambdaPlan Remotion Lambda workflows, AWS requirements, deployment guardrails, and cloud render handoff without deploying by default.
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lidge-jun Bundle WhatsappBuild WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automating WhatsApp conversations and event handling.
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lidge-jun Bundle Jaw Dev DataMUST USE for data engineering and analysis work — pipelines, ETL/ELT, data quality, SQL optimization, schema evolution, backfills, and reporting. Triggers: ETL, ELT, pipeline, data quality, SQL optimization, backfill, migration, schema drift, validation, batch vs streaming, dashboard-db, sqlite, audit-log-schema, connector-data, 데이터 파이프라인, 데이터 품질, 백필.
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knuckles-team Bundle Market Microstructure SurveillanceDefensive market-surveillance pipeline: pull a trailing order-flow/book window for a symbol, compute Kyle insider/stealth-trading scores (informed-flow share, detection hazard, legal-risk) via the engine surveillance_risk kernel, register and backtest the signal so it self-weights, evaluate the adverse-selection quoting posture, and persist a SurveillanceSignal report into the knowledge graph. Detection + maker protection only — never trade concealment.
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knuckles-team Bundle MCP Endpoint Oidc Tls HardeningEnforce OIDC bearer validation and verified TLS on a Kubernetes-hosted MCP endpoint using AgentConfig identity, deployment, certificate, trust, and verifier profile references. Use when an MCP listener must reject anonymous or wrong-audience calls and serve through a trusted HTTPS endpoint. Do not use to create or rotate an OIDC client, store raw credentials, or bypass certificate verification.
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knuckles-team Bundle Service Deployment OrchestratorDeploy a containerized service through configured source-control, DNS, routing, OIDC, registry, orchestrator, observability, and health-monitor providers. Use when a new service must be provisioned end-to-end from AgentConfig profile references. Do not use for an ad hoc local container or raw endpoint setup.
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legendtkl Skill Skill 070Analyze and resolve BGP oscillation and BGP route leaks in Azure Virtual WAN–style hub-and-spoke topologies (and similar cloud-managed BGP environments). Detect preference cycles, identify valley-free violations, and propose allowed policy-level mitigations while rejecting prohibited fixes.
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legendtkl Skill Skill 148Expert guidance for Development Containers (devcontainers) in VS Code. Create, configure, and manage devcontainer.json files, use Templates and Features, integrate with Docker/Docker Compose, and troubleshoot common issues. Use when working with devcontainers, containerized development environments, or when user mentions devcontainer.json, dev containers, VS Code containers, or Docker development. Requires Docker (Docker Desktop on Mac/Windows or Docker CE/EE on Linux) and VS Code with Dev Containers extension.
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legendtkl Skill Syn K8S RbacKubernetes: role-based access control
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legendtkl Skill Syn K8S IngressKubernetes: Ingress routing and TLS
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legendtkl Skill Syn K8S RolloutKubernetes: Deployment rollout and rollback
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legendtkl Skill Syn K8S NetpolicyKubernetes: network policy isolation
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ericrisco Bundle NeonUse when you have picked Neon (serverless Postgres) and need to connect correctly from a serverless or edge runtime, wire database branching into dev, preview and CI, or stop being burned by scale-to-zero cold starts and pooler limits — including choosing HTTP versus WebSocket connections and pooled versus direct endpoints for migrations. NOT generic Postgres schema, index, EXPLAIN, RLS or migration-engine work (that is `postgresdb`).
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ericrisco Bundle VllmUse when self-hosting an open-weight LLM for high-throughput concurrent serving with vLLM — running an OpenAI-compatible endpoint, splitting a model across GPUs with tensor or pipeline parallelism, loading quantized weights, serving one or many LoRA adapters, and debugging KV-cache OOM from memory-utilisation and context-length flags. NOT renting or provisioning the GPU box (that is `runpod` or `modal`), NOT single-user laptop inference (that is `ollama`), NOT a hosted inference API you do not operate (that is `together-fireworks` or `huggingface`).
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ericrisco Bundle ModalUse when running Python or GPU workloads serverlessly on Modal — modal.App, inline container Images, gpu= on @app.function, Volumes for weight caching, Cron schedules, ASGI endpoints, modal run vs serve vs deploy. NOT managed prediction APIs with no container of your own (that is replicate); NOT SSH-able GPU boxes rented by the hour (that is runpod).
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ericrisco Bundle MysqlUse when designing, querying, indexing or operating a MySQL or MariaDB database and engine-specific behaviour matters — schema and type choices, index design, reading EXPLAIN, online schema change, replication and replica lag, locking and InnoDB deadlocks, charset traps, and server config. NOT portable SELECT/JOIN/window-function craft (that is `sql`), NOT PostgreSQL engine behaviour like VACUUM or JSONB (that is `postgresdb`), NOT the PlanetScale/Vitess branch-and-deploy workflow (that is `planetscale`).
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ericrisco Bundle DockerUse when authoring or auditing a Dockerfile, shrinking a bloated image, hardening a container that runs as root, picking a base image, or wiring a Compose dev loop with hot reload. NOT CI builds or deploy-to-host (that is `deployment`), NOT k8s autoscaling (that is `scaling`), NOT app-level injection or secrets-in-code (that is `secure-coding`).
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ericrisco Bundle Fly IoUse when deploying or operating an app on Fly.io — writing fly.toml, placing Machines in regions near users, attaching Volumes, managing secrets, or picking a scaling lever (autostop/autostart, scale count, fly-replay). NOT choosing which host to deploy on (that is `deployment`), NOT a git-push PaaS with no regions model (that is `railway`).
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ericrisco Bundle OllamaUse when running open-weight LLMs locally with Ollama — pulling and tagging models, calling the local API, picking a quantization or GGUF, writing Modelfiles, and sizing VRAM and RAM for the machine at hand. NOT remote or managed GPU serving and autoscaling (that is `runpod`), NOT downloading raw weights or datasets (that is `huggingface`), NOT retrieval pipeline design (that is `rag`).
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ericrisco Bundle RenderUse when deploying or fixing an app on Render — web services, background workers, cron jobs, private services, managed Postgres and Key-Value, and especially the render.yaml Blueprint. Covers deploys that fail with no open ports detected, 502s on first deploy, free-tier cold starts, and a free Postgres about to expire with its data. NOT the generic ship and release flow (that is `deployment`), NOT another PaaS such as `railway` or `fly-io`.
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ericrisco Bundle RunpodUse when running GPU compute on RunPod and deciding between Pods (hourly, always-on) and Serverless (per-second, autoscaling) for training, fine-tuning or inference — serverless endpoints, handler workers, worker Docker templates, network volumes, timeout and worker-count tuning, cold starts, and runaway bills. NOT Python-native serverless GPU with snapshot autoscaling (that is `modal`), NOT calling hosted prebuilt model APIs (that is `replicate`), NOT pulling weights from the Hub (that is `huggingface`).
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ericrisco Bundle CoolifyUse when self-hosting apps and databases with Coolify on a VPS you own — install, first-admin lockdown, Git-to-deploy (Nixpacks/Dockerfile/compose), managed Postgres/Redis, scheduled S3 backups, domains + auto-SSL. NOT a PaaS someone else runs (that is `railway`), NOT sizing/hardening the box (that is `hetzner`), NOT authoring Dockerfiles (that is `docker`).
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ericrisco Bundle HetznerUse when provisioning or hardening a Hetzner Cloud VPS: picking the plan/location (CX/CPX/CAX/CCX), bringing it up reproducibly with hcloud + cloud-init, locking down SSH, and wiring the Cloud Firewall to hand off a Docker-ready host. NOT app deploys on Coolify (that is `coolify`), NOT Dockerfiles (that is `docker`), NOT another provider (that is `digitalocean`).
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ericrisco Bundle NetlifyUse when deploying or operating a site on Netlify — writing or fixing netlify.toml, authoring Functions or Edge Functions, redirects, rewrites and headers, env vars per deploy context, and shipping via the Netlify CLI. NOT deploying to Vercel (that is `vercel`).
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ericrisco Bundle RailwayUse when deploying an app to Railway — pushing a repo or running railway up, provisioning a managed database, wiring env and reference variables across services, attaching a volume, or fixing a deploy that builds but will not serve. NOT Render (that is `render`), NOT Fly machines (that is `fly-io`), NOT a self-hosted PaaS on your own box (that is `coolify`).
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ericrisco Bundle DynamodbUse when modeling or operating a DynamoDB table: deriving partition/sort keys from access patterns, single-table vs table-per-entity, adding a GSI/LSI, on-demand vs provisioned capacity, or diagnosing hot-partition throttling. NOT relational schema/SQL/EXPLAIN (that is `postgresdb`), NOT aggregation-pipeline document modeling (that is `mongodb`).
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ericrisco Bundle FirebaseUse when building on Firebase — Firestore data modeling, Security Rules, Auth and custom claims, Cloud Functions, Storage, modular Web/Admin SDK imports — including symptoms like a database open to the internet, a query rejected by rules, or a doc stuck at ~1 write/sec. NOT managed-Postgres BaaS with SQL and RLS (that is supabase).
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ericrisco Bundle Lead GenUse when building and qualifying a prospect list before anyone reaches out — a falsifiable ICP, named accounts/contacts from Apollo/ZoomInfo/Clay, deduped against the CRM, tiered by fit+intent+engagement. NOT writing or sending the outreach (that is cold-outreach), NOT tracking the deal after first contact (that is sales-pipeline).
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ericrisco Bundle ReportingUse when a recurring report must ship itself on a cadence — weekly digest, monthly exec pack, board pack — via a fetch→narrate→render→deliver pipeline with a schedule and a freshness gate. NOT a live view people slice (that is `dashboard`), NOT picking which KPIs to track (that is `kpi-framework`), NOT a one-off investigation (that is `analytics`).
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ericrisco Bundle DeploymentUse when taking an app from source to live: choosing the deploy target from requirements (Hetzner+Coolify vs Vercel vs a third), then wiring container → CI → registry → host with build secrets, healthchecks and rollback. NOT one platform's mechanics (that is `coolify`, `vercel`, `railway`, `render`), NOT the Dockerfile alone (that is `docker`).
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Frequently asked questions
What are DevOps & Infra agent skills?
DevOps agent skills automate the delivery side of software: CI/CD pipelines, Dockerfiles, infrastructure as code, releases, and incident checklists. A skill gives your AI agent the exact runbook to follow, so deployments and configs come out consistent every time.
Which DevOps & Infra skills are most installed?
Popular DevOps & Infra skills on SkillMD right now include neon, mysql, ollama. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do DevOps & Infra skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.