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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jcdavis131 Skill Fill The WaitWhen a long-running operation (install, build, test run, deploy, model download) is in flight, pick up an independent in-lane task to advance in parallel rather than idling. Use whenever a wait of ~30 seconds or more is forced by a backgrounded command and there's an independent in-lane task ready to start.
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kaiohenricunha Bundle Azure Specialist 2Deep-dive Azure architecture review, debugging, and service design. Use for structured investigations of Azure-specific issues, identity or cost audits, and multi-service design reviews. Triggers on: "Azure audit", "Azure design review", "EntraID review", "Managed Identity debug", "review my Azure", "Azure troubleshooting", "AKS deep-dive".
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kaiohenricunha Bundle Terraform Specialist 2Deep-dive Terraform architecture review, module design, state management, and migration. Use for structured investigations of Terraform workspaces, provider configuration, module coupling, import workflows, and test coverage. Triggers on: "Terraform audit", "module review", "state management", "Terraform import", "workspace design", "provider config review", "Terraform testing".
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kaiohenricunha Bundle Crossplane Specialist 2Deep-dive Crossplane platform review: XRD design, Composition correctness, provider config audit, managed resource health, and GitOps integration. Use for structured investigations of stuck Claims, composition pipeline bugs, and credential injection patterns. Triggers on: "Crossplane audit", "XRD review", "Composition debug", "stuck Claim", "managed resource stuck", "provider config review", "Crossplane GitOps".
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kaiohenricunha Bundle Kubernetes Specialist 2Deep-dive Kubernetes troubleshooting, workload design, and cluster health review. Use when you need a structured investigation of a cluster issue, a design review of Kubernetes manifests, or a health audit of a namespace or workload. Triggers on: "debug kubernetes", "why is my pod", "review my manifests", "cluster health", "kubernetes design review", "k8s audit".
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majesticlabs-dev Bundle Data Validation 2Data validation patterns and pipeline helpers. Custom validation functions, schema evolution, and test assertions.
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openlinksoftware Bundle S3 Query SkillClient-side S3 API access for querying data directly at S3 and S3-compatible endpoints — AWS S3 public/private buckets, Hugging Face Storage Buckets (s3.hf.co), Cloudflare R2, MinIO, Wasabi, Backblaze B2 — without a full download. Uses DuckDB's httpfs extension to run SQL directly against remote Parquet/CSV/JSON/ND-JSON objects (e.g. querying the Common Crawl columnar index or a Hugging Face-hosted crawl index in place), plus AWS CLI/boto3 for object-level list/head/get/put and rclone for bulk cross-store copy. Triggers on phrases like "query data in an S3 bucket", "query an S3 API endpoint", "read a Parquet file from S3 without downloading it", "list objects in this bucket", "query the Common Crawl index", "connect to a Hugging Face Storage Bucket via S3", or any request to read/query/list/copy data at an `s3://` URI or S3-compatible HTTPS endpoint.
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openlinksoftware Bundle Osdi Inclusion EngineOperate the OpenLink OSDI Inclusion Engine — the Virtuoso index.vsp + skin system that renders openlinksw.com sub-sites (www, virtuoso, uda, ps, ode, shop) from WebDAV content. Use for site registration, config-graph inspection and edits, skin selection or per-URL skin overrides, composite-skin authoring and deployment (manifest + XHTML templates + SPARQL bindings), region suppression, homepage or page replacement deployment from DAV-hosted mockups, double-chrome conflict detection, cache flushing, and post-deploy verification. Trigger on phrases like "integrate this homepage replacement", "swap the skin for", "register a new OSDI site", "Inclusion Engine config", "build a composite skin", "flush the incleng cache", or any request to deploy content into an OSDI-based website.
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thearchitectit Bundle Docker DeployContainerization and deployment workflows covering Dockerfiles, Docker Compose, multi-stage builds, health checks, image optimization, and production deployment patterns. This skill should be used when containerizing applications, writing Dockerfiles, setting up Docker Compose stacks, optimizing images, or deploying containerized services.
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hironow Bundle GCP Serverless AppdevGCP serverless application development guide covering Cloud Run, Firestore, Cloud Tasks, Pub/Sub, Firebase Auth, Cloud Functions, Eventarc, and Cloud Scheduler: service selection, implementation patterns, and gcloud-based deployment. Use when the user is designing or writing the application side — mentions "GCPで開発", "Cloud Runで", "Firestoreに", "新しいGCPプロジェクト", scaffolding a GCP app, choosing between Cloud Tasks and Pub/Sub, Firestore data modeling, Firebase Auth integration, deploying a service with gcloud, or comparing GCP services with AWS/Azure equivalents, including cross-cloud migration discussions. Not for Terraform/OpenTofu — any .tf, `tofu`, "tfファイル", or "インフラをコード化" request is gcp-serverless-tf.
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1t1scool Bundle Aif Security ChecklistSecurity audit checklist based on OWASP Top 10 and best practices. Covers authentication, injection, XSS, CSRF, secrets management, and more. Use when reviewing security, before deploy, asking "is this secure", "security check", "vulnerability".
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moshe-ship Skill Quran Search 3Quran verse search and lookup via AlQuran Cloud API
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hibra999 Bundle Anomaly TodsUse TODS for automated time-series outlier detection after validating multivariate time-series data, including D3M pipeline primitives, default pipeline evaluation, AutoML pipeline search, point-wise, pattern-wise, and system-wise detection, PyOD wrappers, DeepLog, Telemanom, MatrixProfile, feature extraction, metrics, and anti-leakage safeguards.
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hibra999 Bundle Etna ForecastingUse ETNA 3.0 forecasting after forecasting-data-prep, including TSDataset long/wide pandas data, single or multiple segments, exogenous regressors with df_exog and known_future, Pipeline and AutoRegressivePipeline workflows, statistical/ML/neural/pretrained models, ensembles, hierarchical pipelines, prediction intervals, temporal backtesting, metrics, plotting, residual diagnostics, and anti-leakage safeguards.
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dubsopenhub Bundle Dark Factory🏭 Dark Factory — agentic build system with sealed-envelope testing. Orchestrates 6 specialist agents through a checkpoint-gated pipeline. Say "dark factory" to build something, "dark factory express" for quick tasks.
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mturac Skill E2e Testing 4Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies.
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jcdavis131 Skill Follow ProcedureWhen a documented, named procedure exists for the decision at hand (a dataviz palette procedure, a commit-message convention, a deploy checklist, a spec, an ADR), cite it by name and follow it rather than improvising. Use whenever a written procedure, spec, checklist, ADR, or convention applies to the current decision — especially in spec-driven repos.
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jcdavis131 Bundle Readiness ReportDelivers a structured production-readiness handoff — numbered items needing operator input, each classified pre-existing vs introduced and tagged with repo issue IDs, plus exact verification commands. Use when a multi-task build is ready for operator review, before a deploy gate, or when decisions are the operator's to make.
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jcdavis131 Skill Post Deploy SmokeAfter a deploy, confirm the live URL actually serves the expected content (not just that the API returned 200) by polling it with a bounded retry loop that greps for an expected string per URL. Use after any deploy to verify propagation, after a rebrand/rename to confirm the new content is live, or before telling the user a deploy is "done".
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jcdavis131 Bundle Respect The GuardWhen blocked by a safety guard (push-to-main protection, destructive-command confirm, permission boundary, failed eval gate), uses the legitimate path instead of bypassing — and surfaces exactly how the operator relaxes the guard if desired. Use when a guard stops the fast path, when tempted to use --no-verify or --force, when a deploy script offers only an exec variant, or when input/API limits apply.
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jcdavis131 Bundle Silent Op RecoveryWhen a long-running command goes silent, checks interim progress first, then kills by recorded PID and restarts with a visible-output reporter plus a bounded tail. Use when install, build, test, deploy, or fetch stops producing output longer than expected and hang vs slow progress is unclear.
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jcdavis131 Skill Logical Commit SplitSplit a large migration or multi-concern change into logical commits grouped by concern, on a branch whose name encodes the commit story, rather than one giant commit. Use when a change spans multiple distinct concerns (infra + data + UI, baseline + feature + commerce), when the change would be unreviewable as one commit, or when one slice might need to be reverted independently.
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jcdavis131 Bundle Monorepo Review LoopA recurring review workflow that walks a monorepo through a fixed arc — orient, plan, fan out reviewers, review code, run gates, check guards, align metadata, deploy+smoke, close out — using the 39 codified skills as the steps. Use to continuously update and refine a detailed monorepo so "done" is unambiguous, every claim is auditable, and docs/registry/tests/deploy stay aligned with the code. Run on a cadence (e.g. daily) or on demand after a batch of changes.
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jcdavis131 Skill Diagnose Before RetryWhen an operation fails, form a hypothesis from the logs/evidence before retrying — never retry blindly. Distinguish op-caused failures from self-caused artifacts (your own stops/kills), state the hypothesis with supporting context and appropriate uncertainty, and retry in the foreground with a timeout and observability so the retry is also a test of the hypothesis. Use when a long command (migrate, build, install, deploy, fetch) fails and you're tempted to just re-run it.
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kaiohenricunha Bundle Flyctl 2Explicit-invocation Fly.io operations wrapper. Run `/flyctl <subcommand>` to deploy (with --image), tail logs, manage secrets, inspect machines, scale, SSH, proxy, check health, list releases, and show status. Auto-discovers the app from fly.toml in the current directory. Side-effectful ops on prod-flavored apps require typed confirmation matching the app name. Rollback is delegated to /rollback-prod; cross-provider SHA reporting is delegated to /deploy-status. Unlisted subcommands require `flyctl <subcommand> --help` first.
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kaiohenricunha Skill Pr Conductor 2Land one pull request end to end: pre-PR quality gate, open the PR, AI review, apply review fixes, local CI attestation — then STOP with a go/no-go summary. Never merges; merging stays an explicit human call handed to /merge-pr. Understands stacked PRs, where a child must retarget and rebase --onto after its parent squash-merges. Delegates every phase to an existing artifact rather than reimplementing it. Triggers on: "land this PR", "run the PR pipeline", "take this branch to a PR", "ship this branch", "what's blocking my PR".
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kaiohenricunha Skill Audit And Fix 2Run an audit-then-implement pipeline: produce an audit, cluster findings into PR-sized chunks, and spawn parallel subagents to implement fixes as draft PRs. Triggers on: "audit and fix", "clean up domain", "overnight cleanup".
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kaiohenricunha Bundle Deploy Status 2Show deployed git SHAs across configured production targets and compare them against origin/main. Use during deploy verification, incident response, and release drift checks. Triggers on: "what is deployed", "deploy status", "production drift", "is prod on main", "compare prod to main".
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kaiohenricunha Bundle Rollback Prod 2Roll back the most recent production release across configured deploy targets after an explicit typed confirmation. Use only when the user directly invokes /rollback-prod during incident response or release recovery.
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kaiohenricunha Bundle AWS Specialist 2Deep-dive AWS architecture review, debugging, and service design. Use for structured investigations of AWS-specific issues, cost or IAM audits, and multi-service design reviews. Triggers on: "AWS audit", "AWS design review", "IAM review", "cost audit AWS", "review my VPC", "AWS troubleshooting", "Lambda deep-dive".
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kaiohenricunha Bundle GCP Specialist 2Deep-dive Google Cloud architecture review, debugging, and service design. Use for structured investigations of GCP-specific issues, IAM or cost audits, and multi-service design reviews. Triggers on: "GCP audit", "GCP design review", "Workload Identity debug", "IAM review GCP", "review my GKE", "GCP troubleshooting", "Cloud Run deep-dive".
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kaiohenricunha Skill Veracity Audit 2Audit a data pipeline for Veracity and Value. Dispatches data-scientist, compliance-auditor, and data-engineer agents with project context injected at dispatch time. All source paths are supplied via flags — no defaults, no project assumptions. Subcommands: audit (full pipeline walk), score-check (scoring math only), gate-check (gate coverage only), source-trace <label> (single source end-to-end). Invoke when: "audit pipeline", "veracity check", "scoring math correct?", "check gates", "trace source", "verify quality gates", "formula correct?".
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bh611627 Skill Markdown PipelineMarkdown and MDX pipelines with remark rehype - security performance and GFM parity
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jorgeasaurus Bundle Powershell ExpertDevelop PowerShell scripts, tools, modules, and GUIs following Microsoft best practices. Use when writing PowerShell code, creating Windows Forms/WPF interfaces, working with PowerShell Gallery modules, or needing cmdlet/module recommendations. Covers script development, parameter design, pipeline handling, error management, and GUI creation patterns. Verifies module availability and cmdlet syntax against live documentation when accuracy is critical.
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jorgeasaurus Bundle Threejs Volumetric CloudsImplement volumetric cloud systems in Three.js. Use for weather-driven density, bounded raymarching, shape/detail erosion, vertical profiles, lighting cones, silver lining, temporal reconstruction, cloud shadows, multiple layers, and scalable quality modes.
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jorgeasaurus Bundle Powershell Module ScaffoldScaffold production-ready PowerShell modules with CI/CD, VS Code integration, Pester tests, and PSScriptAnalyzer. Use when creating a new PowerShell module from scratch or adding build/test/CI infrastructure to an existing module. Generates project structure, build scripts, GitHub Actions workflows, VS Code tasks, and formatting tools.
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 fill-the-wait, azure-specialist, terraform-specialist. 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.