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.
-
langwatch Skill Setup Lw 3Set up and troubleshoot the LangWatch CLI, covering login (cloud and self-hosted), endpoint configuration, project selection, and connection problems. Use when the CLI isn't authenticated, can't reach LangWatch, or talks to the wrong project.
-
kyopark2014 Bundle Model DiscoverAWS Bedrock에서 Anthropic Claude 모델의 리전별 지원 여부를 확인하는 스킬. 사용자가 "sonnet 4.7", "opus 4.7", "haiku 4.5" 등의 모델명을 입력하면 AWS 주요 10개 리전(미국, 유럽, 아시아 태평양)에서 해당 모델이 지원되는지 조회하고 지원 리전 목록과 실제 모델 ID를 알려준다. 다음과 같은 요청에 사용한다: (1) "sonnet 4.7 어느 리전에서 쓸 수 있어?", (2) "opus 4.7 지원 리전 알려줘", (3) "AWS Bedrock에서 claude haiku 4.5 쓸 수 있는 리전은?", (4) 특정 Claude 모델의 가용 리전 확인 요청
-
kyopark2014 Bundle Architecture Drawerskill name은 architecture-drawer 입니다. AWS 아키텍처 다이어그램을 draw.io(.drawio)로 생성·수정합니다. 로컬 CLI(`drawio_cli.mjs`)로 공식 AWS 아이콘·VPC/Subnet 컨테이너를 배치합니다. 사용자가 "아키텍처 그려줘", "AWS 다이어그램", "drawio", "draw.io", ".drawio", "아키텍처 다이어그램", "VPC 구성도", "서버리스 아키텍처", "인프라 다이어그램", "architecture diagram", "aws architecture" 등을 요청하거나 CloudFormation/SAM/CDK/Terraform 에서 아키텍처를 시각화할 때 반드시 이 skill을 사용하세요.
-
mrilikecoding Skill Paper Workflow 2Orchestrate a full academic paper development workflow combining literature review, argument auditing, citation auditing, AI detection analysis, peer review, revision, and journal targeting. Use when asked to run the full pipeline, prepare a paper for submission, or comprehensively improve a manuscript.
-
surya8991 Skill Devops 4DevOps engineering skill for CI/CD pipelines, Docker/containerization, deployment strategies, infrastructure as code, cloud services, and production operations. Use when task involves deploying, containerizing, setting up pipelines, managing infrastructure, or production debugging.
-
airborne12 Skill Deploy DorisDeploy Apache Doris locally from compiled output. Use this skill when the user says "部署 doris", "deploy doris", "重新部署", "redeploy doris", or wants to copy build artifacts and start a local Doris cluster. Also triggers for "启动 FE/BE" or "start FE/BE" when in the Doris repo context.
-
airborne12 Skill Fix Pr Pipeline修复 PR CI/CD 流水线失败的系统化方法。当 PR 流水线(TeamCity、GitHub Actions)出现编译错误、UT 失败、格式检查失败等问题时使用。涵盖常见错误模式、诊断流程和本地验证清单。
-
airborne12 Skill Doris Wiki Knowledge LoopUse when working on Apache Doris source (apache/doris PRs, DORIS-XXXX issues, files under be/ fe/ cloud/, branches like master/branch-4.x) — including re-reviews, verifications of prior analyses, and tasks where the user has cited a specific file path or line. Triggers especially when you feel ready to grep source directly.
-
dor-rondel Skill Docker LifecycleUse this skill when the user asks to start, stop, restart, or check the status of the local Docker container infrastructure.
-
dor-rondel Skill Chromadb ManagementUse this skill when the user asks to inspect, query, reset, or manage collections inside the ChromaDB vector store container.
-
dor-rondel Skill Foundry LifecycleUse this skill when the user asks to compile contracts, run tests, analyze gas usage, format code, or deploy to a local/remote EVM network using Forge.
-
dor-rondel Skill Ollama Model ManagementUse this skill when the user asks to pull new models, list active models, or check the status of the Ollama engine inside the container.
-
johnsonbuilds Skill Ffmpeg SkillFFmpeg media processing skill — 40 tools for clipping, stitching, noise removal, subtitles, transcoding. No cloud API required.
-
johnsonbuilds Skill GpustackOpen-source GPU cluster manager for AI model serving — deploy vLLM/SGLang/TensorRT-LLM with auto-scaling and load balancing
-
krishyaid-coder Skill Extended No ToolsExtended dialect skill that uses Bash but forgets allowed-tools. Use when running shell commands to deploy.
-
meshmakers Bundle OctoPrimary entry point and router for ALL OctoMesh tasks. Drives the octo-cli for platform administration (users, roles, groups, tenants, clients, identity providers, blueprints, CK catalog/library management, stream-data archives, communication adapters/pipelines, AI services) and explores the data model and runtime instances via GraphQL. Routes specialized work to sibling skills. When unsure which OctoMesh skill to use, start here. Trigger on: OctoMesh, octo-cli, CLI command, environment switch, auth/login, AuthStatus, tenant, temporary tenant, test tenant, user, role, group, client credentials, non-interactive login, headless authentication, LogInClientCredentials, client mirroring, identity provider, blueprint install/update/rollback, CK catalog, library management, LibraryStatus, stream data archive, archive activation, EnableAi, adapter, deploy pipeline, data flow, MovePipelines, data model, Construction Kit, CK type, enum, association, GraphQL introspection, runtime instance query, list/count/search/filte
-
meshmakers Bundle Octo AgentDebugging and investigation agent for OctoMesh — diagnoses CK model failures (ResolveFailed, modelState 2, broken dependencies, version-bump cascades), blueprint install failures, and CK migration problems; inspects MongoDB tenant databases directly; runs selective DebugL builds and targeted tests to isolate a regression; and manages Docker volume backups for safe rollback. Use it when something broke after a build, version bump, merge, or upgrade and you need to find the root cause safely. Trigger on: help me fix, investigate this bug, what broke, isolate the issue, why is the model broken, ResolveFailed, modelState 2, multi-version conflict, error code 66, CK migration failed, blueprint failed, BlueprintInstallation, LibraryStatus, FixAll, check database state, query MongoDB, tenant DB, NuGet dependency chain, package not found, selective build, build fails, service won't start, health check failing, error in logs, cascade failure, version bump broke, something broke after upgrade, data corruption, tenant b
-
meshmakers Bundle Octo CommitStructured workflow for committing finished work across OctoMesh repositories: scans repos for changes, resolves or creates the Azure DevOps work item, builds the AB# commit message, verifies the build/tests, and optionally opens a PR. Enforces the review checkpoint — never pushes or opens a PR without explicit user approval in the current session. Trigger on: commit, push, PR, pull request, merge, finish work, done, ship it, wrap up, AB#, work item, ready to commit, close task, create branch, feature branch, feat/, dev/, Azure DevOps.
-
meshmakers Bundle Octo DeployGuide the promotion of an OctoMesh-powered app from local dev to the shared test-2 environment — publish the CK model and blueprint to the shared GitHub catalogs (octo-ckc / octo-bpm), push the app image to docker.mm.cloud, register a test-2 octo-cli context, install + deploy on the target tenant, and verify everything WITHOUT kubectl access. Covers both the repeatable CI lane (azure-pipelines publishing on main) and the manual first-time lane, plus test-2-specific triage (server-side catalog cache refresh, ImagePullBackOff via lastDeploymentError, Tailscale reachability). Staging and production are deliberately out of scope for now. Use this skill whenever someone wants to get an app, blueprint, CK model, or workload onto test-2 or asks how to make their locally working OctoMesh app available to others. Trigger on - deploy to test-2, promote to test, install on test-2, publish blueprint, publish CK model, shared catalog, blueprint-libraries-build, construction-kit-libraries-build, octo-bpm, push to docker.mm
-
meshmakers Bundle Octo DevtoolsDrives OctoMesh local development through the octo-tools PowerShell cmdlets — building repos in dependency order, starting and stopping services (always non-interactively for agents via Start-Octo -nonInteractive $true / Stop-Octo), managing Docker or local kind Kubernetes infrastructure, syncing and branching git repos, NuGet package propagation, certificates, and octo-cli context/auth setup. Use it for any OctoMesh dev-environment or DevOps task. Trigger on build, compile, dotnet build, start services, stop services, Start-Octo, Stop-Octo, Invoke-BuildAll, Invoke-Build, infrastructure, docker compose, kind, Kubernetes, Install-OctoKubernetes, Deploy-OctoOperator, git sync, pull repos, push repos, Get-AllGitRepStatus, branch management, test branch, NuGet packages, clean build, kill dotnet, certificates, clone repos, register context, login local/staging/production, infrastructure backup, or any OctoMesh PowerShell cmdlet name.
-
meshmakers Bundle Octo OperatorUse this skill for developing and operating the OctoMesh Communication Operator — the .NET 10 KubeOps Kubernetes operator that watches CommunicationPool CRDs, connects to the Communication Controller over SignalR (/operatorHub), and runs helm upgrade/uninstall for Adapter and Application workloads. Covers edge vs central deployment modes, the Helm values layering model (context < base < overrides), secret injection tiers, CRD generation, the TUnit + Microsoft.Testing.Platform test workflow on .NET 10, and the local kind cluster developer loop. Also covers the octo-helm-core chart repository (octo-mesh, octo-mesh-crds, octo-mesh-communication-operator, octo-mesh-schema-provider, octo-mesh-demo-app). Trigger on communication operator, KubeOps, CommunicationPool, CRD, CRD generation, helm chart, helm upgrade, WorkloadReconciler, operatorHub, edge deployment, central deployment, octo-helm-core, kind cluster, workload deployment, ICommunicationPoolKubernetesGateway, IOperatorHubClientFactory.
-
meshmakers Bundle Pipeline ExpertAuthoring, reading, editing, debugging, and validating OctoMesh ETL pipeline YAML — the node-by-node config, DataContext/JSONPath data flow, triggers, transformations, entity CRUD via CreateUpdateInfo/ApplyChanges, archive (CrateDB) writes, inter-pipeline chaining within a DataFlow, and deployment/debug troubleshooting. Use whenever someone builds or fixes a pipeline definition or asks what a node does. Trigger on: pipeline YAML, pipeline node, node configuration, DataContext, ForEach, For, DataFlow, PipelineTrigger, cron schedule, ToPipelineDataEvent, FromPipelineDataEvent, FromPipelineTriggerEvent, FromExecutePipelineCommand, GetRtEntities, CreateUpdateInfo, CreateAssociationUpdate, ApplyChanges, association updates, field filters, SaveStreamDataInArchive, TimeRangeArchive, BackfillFromRtEntity, SetPipelineExecutionResult, OutputData empty, Group node, DataPointMapping, ApplyDataPointMappings, BuildMappingTargets, GenerateDataPointMappings, ValidateDataPointCoverage, ToDiscord, AnthropicAiQuery, MCP, Zenon,
-
meshmakers Bundle Octo App BuilderBuild a complete OctoMesh-powered application end to end — a custom Construction Kit data model published to the CK catalog, an HTTP API made of dataflow pipelines on the tenant's Mesh Adapter, an optional containerized web app the Communication Operator rolls out to Kubernetes, and a blueprint that packages all of it so a single InstallBlueprint provisions any tenant. Encodes the verified build sequence (model → pipelines → app image → blueprint → install → deploy → verify) and the pitfalls that silently break it (blueprint catalog cache, pipeline registration rotation, HTTP response shaping, registry injection). Use this skill whenever someone wants to CREATE something new on OctoMesh — an app, a demo, an API, a workload, a blueprint — even if they only mention one piece of it. Trigger on - build an app on OctoMesh, create a workload, new OctoMesh application, OctoMesh demo, blueprint authoring, package as blueprint, seedDataPath, ckModelDependencies, InstallBlueprint, Application entity, DeployWorkload, op
-
muhammadali-k Bundle Codex Working StyleAdapt prompts, skills, agent workflows, and working practices to Codex. Use when the user asks how Codex works, how to get better results from it, how to choose among Codex app/CLI/IDE/cloud/browser surfaces, or how to port Claude Code instructions, skills, subagents, browser workflows, or model- specific prompts to Codex. Also use to make a long-running research or build workflow more reliable through planning, bounded autonomy, parallel read-heavy subagents, independent verification, and artifact QA. Do not use for OpenAI API implementation details; use the current official OpenAI docs workflow for model IDs, parameters, pricing, availability, and other changing product facts.
-
prashantdivate Bundle Yocto Deploy FlashYocto deployment and board flashing skill for AI coding agents. Use when locating deploy artifacts, choosing WIC/SDIMG/EXT4/TAR/BMAP/UBI/UBIFS/NAND/NOR/eMMC/SD/QSPI/DFU/TFTP/NFS artifacts, flashing images with bmaptool, dd, fastboot, UUU, STM32CubeProgrammer, U-Boot, vendor tools, or verifying serial boot logs and first-boot behavior.
-
soujava Bundle Spring Boot ServerStack-specific coding rules for long-running Java Spring Boot server applications, covering Spring MVC REST controllers, dependency injection, Jackson JSON, validation, configuration, persistence integration, testing (unit/integration/system), observability, security, and Maven/Gradle project conventions. Use whenever creating, generating, scaffolding, writing, migrating, troubleshooting, or reviewing Spring Boot server code. This skill is architecture-neutral, it can be composed it with BCE, package-by-feature, package-by-layer, SDD4J, or another architecture skill when the project or user specifies an architecture. Not for serverless deployments, one-off Java CLI applications, or non-Spring Jakarta/MicroProfile services.
-
soujava Bundle Microprofile ServerStack-specific coding rules for long-running Java MicroProfile / Jakarta EE server applications, covering JAX-RS resources, CDI, JSON-P, Bean Validation, MicroProfile Config, health/metrics, persistence integration, testing (unit/integration/system), and Maven project conventions. Use whenever creating, generating, scaffolding, writing, migrating, troubleshooting, or reviewing MicroProfile or Jakarta EE server code. This skill is architecture-neutral — compose it with `sdd4j-bce`, `sdd4j-package-by-feature`, `sdd4j-package-by-layer`, or another architecture skill when the project or user specifies an architecture. Also use this skill when the user mentions MicroProfile, Jakarta EE, JAX-RS, Payara, OpenLiberty, Quarkus with MicroProfile, Helidon, WildFly, or similar long-running Java server runtimes. Not for serverless deployments, one-off Java CLI applications, or Spring Boot services.
-
tommasobbianchi Skill InhibitInhibitory control (rIFG). Invocala PRIMA di azioni irreversibili o ad alto blast radius — commit, push, force-push, rm, delete, deploy, send message, hardware print, MCP call mutativa, modifica di state shared. Use BEFORE any irreversible action to pause and verify the impulse is justified. Triggers anche su "voglio fare X" / "procedo" / quando rilevi tu stesso un impulso ad agire rapidamente.
-
azure Skill Kars DeploymentKars deployment and infrastructure skill — how to deploy, build images, manage AKS, and troubleshoot.
-
azure Skill Mesh FederationPair with a kars cluster and offload heavy tasks to governed cloud sandboxes with GPU / foundation-model inference / Azure AI services, or communicate with other agents over end-to-end encrypted AgentMesh. Triggers on natural-language intents like "offload to the cloud", "run this on Azure", "ask my cluster to…", "send a message to agent X", "who is on the mesh", "check my inbox", "is my offload done".
-
azure Skill Foundry CodePython code execution via Azure AI Foundry Responses API with code_interpreter tool. Data analysis, charts, and math in a managed sandbox.
-
azure Skill Foundry Web SearchReal-time web search via Azure AI Foundry Responses API with bing_grounding tool. Get current information with citations — no egress policy needed.
-
adelrioj Skill Ship ItUse when a thumbs-upped design spec is ready and you want the whole spec-to-PR pipeline to run autonomously — hardens the spec, writes the plan, executes it via dex, opens a PR, runs PR review, and closes with an architect completeness review — in one invocation. Triggers on: ship it, ship-it, run the pipeline, spec to PR, autonomous feature pipeline, conductor.
-
adelrioj Skill Spec To SymphonyUse when a groomed Linear ticket already carries its design spec and the build must be handed to a Symphony autonomous pipeline — puts the spec on the remote under the filename that deployment actually reads, then arms the existing ticket so the poller dispatches it. The ticket must already exist; this skill never creates one. Triggers on: hand off to symphony, hand the build to symphony, arm the pipeline, arm the ticket, spec to symphony, spec-to-symphony.
-
acquia Skill Pull Push 2Use when syncing code, database, or files between local and Acquia Cloud environments, or pulling a Cloud database/files locally.
-
acquia Skill Scripting 2Use when running acli commands non-interactively in scripts, CI/CD pipelines, or automation where interactive prompts must be suppressed.
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 setup-lw, model-discover, architecture-drawer. 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.