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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zirui-song Skill Refresh PipelineUse when running a multi-stage empirical pipeline (Stata + Python) to refresh tables/figures end-to-end. Performs pre-flight checks (Dropbox sync, column schemas, username path branches), executes scripts in order, verifies log files were produced, then summarizes key outputs and flags anomalies.
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zirui-song Skill Verify Numbers PipelineUse to make every number in a paper machine-checkable — inventories scripts to the tables they produce, builds a YAML manifest of every numeric claim in the manuscript prose, writes verify_numbers.py to re-parse estimation logs and diff them against the text, adds make all / make verify targets and a pre-commit hook that blocks stale numbers. Trigger phrases include "self-verifying pipeline", "check every number in the paper", "which sentences went stale", "make verify".
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mobazha Skill Native InstallInstall the Mobazha native binary on Linux, macOS, or Windows. Use when the user wants to run a store without Docker.
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mobazha Bundle Standalone SetupDeploy a self-hosted Mobazha store on any Linux VPS using Docker. Use when the user wants to set up a standalone store on a server.
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nvidia Bundle Tilegym Converting Cutile Triton To Cutile RsUse this skill to convert, port, or translate Triton-TileIR or cuTile-Python GPU kernels to cutile-rs (Rust). The orchestrator runs scripts/preflight.sh, then drives a bounded Agent A -> B -> D -> E pipeline (Agent C is diagnostic, Agent F optional), delegating all kernel/host/correctness/perf work to sub-agents and routing by each stage's single-line VERDICT.
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brainblend-ai Skill ReleaseRelease a new version of atomic-agents to PyPI and GitHub. Use when the user asks to "release", "publish", "deploy", or "bump version" for atomic-agents.
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jarvusinnovations-claude-assist Bundle Assist GmailManage Gmail email sync, triage, and analysis workflows. Use when user wants to sync emails, triage inbox, check email analysis results, view email statistics, manage the email processing pipeline, find newsletters, check pending emails, or understand email workflow status. Triggers on phrases like "sync my emails", "triage inbox", "email status", "check newsletters", "email analysis", "what emails do I have", "pending emails", "unsubscribe from newsletters".
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jarvusinnovations-claude-assist Bundle Agent Dev WorkflowSet up an agent-friendly local dev workflow — a bin/ task-runner (inspired by GitHub's scripts-to-rule-them-all) over a shared Postgres container that gives every git worktree its own isolated database and ports, plus a dedicated test database so tests never clobber dev data. Use this whenever a project needs worktree-isolated local development, when setting up for AI agent orchestrators (Conductor and similar) that spin up a worktree per session and register setup/run/cleanup commands, when multiple copies of a backend must run concurrently on one machine, when replacing a docker-compose-for-local-postgres setup, when deciding whether auxiliary dev services (a validator container, a local OIDC IdP) replicate per worktree or run shared, when merged agent worktrees pile up and need sweeping, or when tests keep wiping local dev/demo data. Triggers on "bin/ scripts", "worktree isolation", "per-worktree database/port", "scripts to rule them all", "agent dev environment", "setup/run/cleanup scripts", "shared auxil
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aliyun Bundle Alibaba Adb KnowledgeUse the Alibaba Cloud CLI directly to discover and select an AnalyticDB lake-storage bucket, upload local or NAS files to OSS, add OSS files or directories to a knowledge base, and call knowledge recall for external customer environments. Needs to install or configure the public ADB CLI plugin, select a lake bucket, ingest a single knowledge file, ingest an OSS directory with isDir, attach uploadUser, run get-knowledge-recall, or troubleshoot customer CLI usage.
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jahro-console Skill Jahro ProductionConfigures Jahro lifecycle controls for safe production deployment including JAHRO_DISABLE, auto-disable, and build validation. Use when the user mentions production builds, release builds, disabling Jahro, shipping, CI/CD, lifecycle controls, or production safety.
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donbr Skill Lifesciences ReportingFormats professional reports from Fuzzy-to-Fact pipeline output using domain-specific templates, claim-level evidence grading, and standardized citations. This skill should be used when the user asks to "format a report", "summarize findings", "grade evidence", "write up results", or mentions report templates, confidence scoring, evidence levels, or presentation of pipeline output.
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cocacha12 Skill Coolify Python DeploymentGuía paso a paso para desplegar proyectos Python desde GitHub en Coolify usando Nixpacks o Dockerfile.
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maxbush6299 Skill Azure DeploymentSkill for deploying the Foundry Agent Accelerator to Azure. Use when deploying to Azure Container Apps, configuring managed identity, setting up CI/CD, or troubleshooting deployment issues.
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maxbush6299 Skill Python Fastapi PatternsSkill for Python FastAPI backend development in this project. Use when creating API endpoints, working with Pydantic models, handling streaming responses, or implementing Azure authentication patterns.
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maxbush6299 Skill Foundry Agent DevelopmentSpecialized skill for developing Azure AI Foundry agents. Use when creating, configuring, or troubleshooting Foundry agents, modifying system prompts, enabling agent tools, or working with the Azure AI Projects SDK.
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happyhackingspace Skill SindoqExecute code in sandboxed environments using Docker, Podman, Wasmer, gVisor, Firecracker, Kubernetes, or cloud providers. Use when the user needs to safely run untrusted code, build AI code execution pipelines, or set up isolated sandbox environments.
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colemurray Skill OnboardingDeploy your own Open-Inspect instance. Use when the user wants to set up, deploy, or onboard to Open-Inspect. Guides through repository setup, credential collection, Terraform deployment, and verification with user handoffs.
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raphaelmansuy Bundle Kubernetes ManifestsGenerate production-ready Kubernetes manifests for AgentStack. Use for creating Deployments, Services, ConfigMaps, Secrets, RBAC, and other K8s resources. Triggers on "create deployment", "k8s manifest", "kubernetes yaml", "pod spec", "service definition", "configmap", "RBAC", or when deploying components to Kubernetes.
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ruvnet Skill Validate HarnessRelease-readiness umbrella check for a scaffolded harness — runs doctor, witness verify, hardcoded-path scan, MCP server config, and GCP Secret Manager validation in one shot. Exits non-zero if any sub-check fails.
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viktorhofer Bundle Polyglot Test GenerationGenerates comprehensive, workable unit tests for any programming language using a multi-agent pipeline. Use when asked to generate tests, write unit tests, improve test coverage, add test coverage, create test files, or test a codebase. Supports C#, TypeScript, JavaScript, Python, Go, Rust, Java, and more. Orchestrates research, planning, and implementation phases to produce tests that compile, pass, and follow project conventions.
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galaxyproject Skill Nf Pipeline To Galaxy WorkflowConvert a complete Nextflow pipeline to Galaxy
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koyeb Bundle DeployDeploy Koyeb services and apps. Use when the user asks to deploy code, trigger a redeploy, or roll out changes.
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smidigstorm Bundle OpenclawThis skill should be used when the user asks to "install openclaw", "set up openclaw", "configure openclaw channels", "openclaw gateway", "openclaw troubleshooting", "add whatsapp to openclaw", "add telegram to openclaw", "openclaw agent", "openclaw models", "openclaw cron", "openclaw memory", "openclaw skills", "openclaw security", "openclaw browser", "openclaw sessions", "openclaw workspace", "openclaw docker", "openclaw not working", "debug openclaw", "connect discord to openclaw", "openclaw setup guide", or mentions openclaw setup, configuration, troubleshooting, or daily usage.
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agenisea Skill AgeniseaDesign high quality multi-agent systems and architectures. Use when the user says "agenisea", "agent infra", or "agent arc". Creates agent topology, pipeline orchestration, resilience patterns, and coordination contracts.
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cloudflare Skill ExamplesUse when working in the examples/ directory, running an example with wrangler dev, adding a new example, or answering questions about EXPOSE directives and the local Docker dev loop. (project)
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cloudflare Skill ChangesetsUse when creating a changeset, preparing a release, or bumping versions. Covers which packages to reference, how to write user-facing changeset descriptions, the release automation flow, and the npm/Docker version sync requirement. (project)
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zainhas Bundle Together Gpu ClustersOn-demand and reserved GPU clusters (H100, H200, B200) on Together AI with Kubernetes or Slurm orchestration, shared storage, credential management, and cluster scaling for ML and HPC jobs. Reach for it when the user needs multi-node compute or infrastructure control rather than a managed model endpoint.
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zainhas Bundle Together Dedicated EndpointsSingle-tenant GPU endpoints on Together AI with autoscaling and no rate limits. Deploy fine-tuned or uploaded models, size hardware, and manage endpoint lifecycle. Reach for it whenever the user needs predictable always-on hosting rather than serverless inference, custom containers, or raw clusters.
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googlecloudplatform-vertex-ai-samples Bundle Genai SdkGuides the usage of Gemini API on Google Cloud Vertex AI with the Gen AI SDK. Use when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI. Covers SDK usage (Python, JS/TS, Go, Java, C#), capabilities like Live API, tools, multimedia generation, caching, and batch prediction.
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googlecloudplatform-vertex-ai-samples Skill Vertex AIPrimary Router for Vertex AI skills. Use this skill when the user wants to work with Google Cloud Vertex AI (e.g., deploying models, running inference, or tuning models). This skill routes to vertex-deploy, vertex-inference, or vertex-tuning.
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metalagman Bundle Go AdkUse this skill to build, run, deploy, evaluate, and troubleshoot Go agents with Google's Agent Development Kit (`google.golang.org/adk`), including `llmagent` config, toolsets/skills, callbacks/plugins, sessions/state/memory, workflows, MCP/A2A, and current runtime/deployment patterns.
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metalagman Bundle Go Oss MaintainerMaintain Go repositories with high-quality standards, adhering to CI/CD, linting, and agent-friendly best practices.
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peterkrueck Skill Context7 GuidanceFetch CURRENT library/framework/API/CLI documentation via Context7 instead of relying on training data. Use whenever the user mentions a specific library, framework, SDK, API, or cloud service, asks a setup/configuration question, plans a version migration, or is debugging library-specific behavior. Triggers on common web frameworks, APIs, and cloud services — even well-known ones, since training data may be stale.
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foyzulkarim Bundle Session AuditAudit Claude Code session logs (~/.claude/projects) for token waste and produce a ranked, attributed efficiency report (habit / skill_file / config). Use when the user asks to audit session efficiency, analyze token waste or cost blowups, review Claude Code usage cost, or asks "where are my tokens going".
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microsoft Skill Doc Pr ReviewerReviews a single documentation pull request for the aspire.dev repository, verifying that every factual claim it makes about Aspire matches its source of truth — microsoft/aspire (core), CommunityToolkit/Aspire (toolkit integrations), and optionally Azure/azure-sdk-for-net (Azure provisioning APIs) — and validating the docs as a new user would via the doc-tester skill. Use when asked to review, verify, or audit a specific docs PR for accuracy.
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guillempuche Bundle UnikraftUnikraft CLI (`unikraft`) commands for building and deploying to Unikraft Cloud. Use when working with Kraftfiles, deploying unikernels, or managing Unikraft Cloud instances/services/images. Covers the new `unikraft` CLI that replaces the legacy kraftkit `kraft`.
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 tilegym-converting-cutile-triton-to-cutile-rs, agenisea, doc-pr-reviewer. 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.