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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bytesagain Bundle ContainerdContainerd container runtime reference. Industry standard powering Docker and Kubernetes. Covers ctr, nerdctl (Docker- compatible CLI), crictl for K8s, config.toml, snapshotters, rootless mode, image encryption, and runtime architecture.
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joshuashepherd Bundle Movemental Leader Corpus Upload 2Load a movement leader's research into Supabase movement_leader_corpus_data and the related onboarding tables (corpus_review_items, onboarding_tasks, movement_leader_welcome_letters, organizations.onboarding_state). Runs the research:bridge → etl → publish → publish-letter → verify pipeline that compiles the on-disk research tree (profile/, content/, network/, reflected-understanding) into the typed JSONB columns (identity, biography, theology, voice_analysis, calling_profile, books, articles, audio, videos, frameworks, organizations, reflected_understanding_md). Use this WHENEVER asked to push/load/sync/ETL a movement leader's research or dossier into Supabase, wire up movement_leader_corpus_data, fill empty dossier dimensions (videos, audio, frameworks, "A Letter"/reflected understanding, theology, calling), re-run the corpus pipeline, or onboard a leader's corpus — even if the request says "dossier" or "/profile" rather than "corpus_data". Knows the file→column→parser map and the critical substrate rule (s
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neekware Bundle AWS Solution Architect 2> **Note:** Bundled scripts ship as Markdown reference (`.md`) — copy the code out of the `.md` file to run it.
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neekware Bundle CI CD Pipeline Builder 2CI/CD Pipeline Builder
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eli-yu-first Bundle Kubernetes Manifest BuilderCreates Kubernetes manifests with deployments, services, ingress, and HPA configurations
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metinduraktr-44 Skill Canva Export Pipeline 2Export workflow — format, quality, naming, VALIDATION.log.
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oimiragieo Skill AI Trust Builders 2Use when designing AI product trust, privacy, or honesty UX — cloud disclosure, voice/mic consent, transcript retention, memory ownership, AI labeling, caveats, or audit footprints. Trigger on disclose cloud, recording consent, watermark, incognito, or data-ownership settings.
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oimiragieo Skill AI Trust Builders 3Use when designing AI product trust, privacy, or honesty UX — cloud disclosure, voice/mic consent, transcript retention, memory ownership, AI labeling, caveats, or audit footprints. Trigger on disclose cloud, recording consent, watermark, incognito, or data-ownership settings.
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anantha-236 Skill Docker Patterns 3用于本地开发的Docker和Docker Compose模式,包括容器安全、网络、卷策略和多服务编排。
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eli-yu-first Bundle Model Training PipelineCreates end-to-end ML training pipelines with data preprocessing, model selection, and evaluation
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eli-yu-first Bundle Video Analytics PipelineBuilds video analytics pipelines with object tracking, action recognition, and event detection
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michaelschecht Skill Gh Fix CI 2Inspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize failure context, then create a fix plan and implement after user approval. Use when a user asks to debug or fix failing PR CI/CD checks on GitHub Actions and wants a plan + code changes; for external checks (e.g., Buildkite), only report the details URL and mark them out of scope.
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theheavenlyd3mon Bundle Book Pipeline 2Design and run an AI-assisted long-form fiction pipeline that turns small story ideas into publishable short novels / audiobooks. Covers the book-writer profile architecture, specialist-profile delegation lanes, manuscript folder convention, and the draft→review→revise→export loop. Use when the user wants to mass-produce books via Hermes, build a book-writer agent, or automate novel/audiobook production.
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michaelschecht Bundle Scanpy 2Standard single-cell RNA-seq analysis pipeline. Use for QC, normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression, and visualization. Best for exploratory scRNA-seq analysis with established workflows. For deep learning models use scvi-tools; for data format questions use anndata.
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duc01226 Bundle Sync Codex 3[Codex] Use when you need to run the full Codex mirror sync + verify pipeline (migrate → hooks → context → verify) standalone, no npm/package JSON needed.
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duc01226 Bundle Security Review 2[Code Quality] Use when you need to perform a security review or audit on any scope — application code (OWASP Top 10 2025), secrets exposure, dependency/supply-chain malware, third-party repository vetting before install, infrastructure/config, CI/CD pipeline, AI-agent risks, and host/VPS compromise detection.
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mims-harvard Bundle Tooluniverse Spatial Omics Analysis 2Spatial multi-omics interpretation pipeline. Transforms spatially variable genes (SVGs), domain annotations, and tissue context into biological insights via domain-by-domain characterization, cell-type composition, spatial gene expression patterns, RNA+protein+metabolite integration. Use for Visium, MERFISH, seqFISH, Slide-seq, spatial proteomics, and spatial multi-omics interpretation. Goes beyond statistics to disease mechanisms and therapeutic opportunities.
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mims-harvard Bundle Tooluniverse Drug Target Validation 2Quantitative drug-target validation pipeline. Scores druggability, selectivity, safety profile, ADMET feasibility, and structural tractability with a composite Target Validation Score (0-100) and GO/NO-GO recommendation. Use for go/no-go decisions on a target before commit-to-medchem, target prioritization across a list, and target-deselection rationale.
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rjmurillo Skill Pr Quality Devops 2Evaluate a local diff for CI/CD, build pipeline, and infrastructure risk, and return a PASS/WARN/CRITICAL_FAIL verdict. Use when you say `devops review my changes`, `run the devops gate`, or `is this workflow change safe`. Do NOT use to run all six axes (use pr-quality-all), and do NOT use to author the pipeline itself (use the devops agent).
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asiaostrich Skill Durable 2[UDS] 引導容錯工作流程設計,包含檢查點、重試策略與回滾計畫。 Use when: 長時間執行的工作流程總是中途失敗、設計檢查點的粒度、選擇重試或退避策略。 Not for: 處理正在發生中的線上事故——請用 /incident;部署回滾的實作機制——請用 /deploy。 Keywords: durable execution, checkpoint, retry, backoff, idempotency, rollback, 持久執行, 檢查點, 重試策略, 冪等.
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gitwalter Bundle Processing Ocr 2Image-to-text with various engines (Tesseract, EasyOCR, cloud APIs), PDF text extraction, table recognition, and layout analysis
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gitwalter Bundle Processing Speech 2Speech-to-text (Whisper, cloud APIs), text-to-speech synthesis, real-time transcription, and audio analysis
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thebeardedbearsas Skill Docker Hadolint 2Docker & Hadolint - Atoll Tourisme. Use when working with Docker or containers.
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asiaostrich Skill CI CD 3引導 CI/CD 管線的設計、設定與最佳化。 Use when: 建置管線、縮短建置時間、設定部署階段。 Not for: 沒有 CI/CD 平台的部署——請用 /deploy;版本號遞增與晉級——請用 /release。 Keywords: CI/CD, pipeline, GitHub Actions, deployment, build, 持續整合, 持續部署, 管線.
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asiaostrich Skill Deploy 3引導在沒有 CI/CD 平台(GitHub Actions/GitLab CI)的情況下完成可靠部署。 Use when: 部署到 VPS、離線隔離的伺服器,或任何沒有 CI/CD 基礎設施的環境。 Not for: 建立在 GitHub Actions 或 GitLab CI 上的管線——請用 /ci-cd;版本號遞增與發布晉級——請用 /release。 Keywords: deployment, no-cicd, shell script, blue-green, smoke test, rollback, 無 CI/CD, 部署, 藍綠部署, 回滾.
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asiaostrich Bundle Release 3[UDS] 引導發布流程——語意化版本、發布模式,以及 start/finish/promote/deploy 的順序。 Use when: 切一個發布版本、決定語意化版本要升哪一位、把 release candidate 晉級為穩定版、記錄一次部署。 Not for: 撰寫變更日誌條目本身——請用 /changelog;部署的實作機制——請用 /deploy。 Keywords: release, semantic versioning, version bump, release candidate, promote, 發布, 語意化版本, 發版流程, 版本晉級.
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asiaostrich Bundle Runbook 2引導 Runbook 的撰寫、維護與演練。 Use when: 撰寫 Runbook、規劃演練、稽核 Runbook 覆蓋範圍、事故後更新 Runbook。 Not for: 處理正在進行中的事故——請用 /incident;部署程序本身——請用 /deploy。 Keywords: runbook, operations, drill, on-call, procedure, 維運手冊, 演練, 待命, 標準程序.
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intent-solutions-io Bundle Nixtla Experiment Architect 2Scaffolds production-ready forecasting experiments with Nixtla libraries. Creates configuration files, experiment harnesses, multi-model comparisons, and cross-validation workflows for StatsForecast, MLForecast, and TimeGPT. Activates when user needs experiment setup, forecasting pipeline creation, model benchmarking, or multi-model comparison framework.
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intent-solutions-io Bundle Nixtla Prod Pipeline Generator 2Transforms forecasting experiments into production-ready inference pipelines with Airflow, Prefect, or cron orchestration. Generates ETL tasks, monitoring, error handling, and deployment configs. Activates when user needs to deploy forecasts to production, schedule batch inference, operationalize models, or create production pipelines.
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intent-solutions-io Bundle Orchestrating Test Workflows 2This skill enables Claude to orchestrate complex test workflows using the test-orchestrator plugin. It allows Claude to define test execution graphs with dependencies, execute tests in parallel, and intelligently select tests to run based on code changes. Use this skill when a user requests test orchestration, dependency management for tests, parallel test execution, smart test selection, or CI/CD integration for testing. Trigger terms include "orchestrate tests", "test workflow", "parallel testing", "smart test selection", "test dependencies", and "/orchestrate".
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intent-solutions-io Bundle Optimizing Cloud Costs 2This skill enables Claude to analyze and optimize cloud costs. It identifies areas for potential savings, generates cost reports, and suggests configuration changes to reduce expenses. Use this skill when the user asks to "optimize cloud costs", "reduce cloud spending", "generate a cost report", or similar requests related to cloud resource expenses. It is especially useful when the user provides details about their cloud environment (e.g., AWS, Azure, GCP). The skill leverages best practices for cost optimization and provides production-ready configurations.
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intent-solutions-io Bundle Setting Up Log Aggregation 2This skill sets up log aggregation solutions using ELK (Elasticsearch, Logstash, Kibana), Loki, or Splunk. It generates production-ready configurations and setup code based on specific requirements and infrastructure. Use this skill when the user requests to set up logging infrastructure, configure log aggregation, deploy ELK stack, deploy Loki, deploy Splunk, or needs help with observability. It is triggered by terms like "log aggregation," "ELK setup," "Loki configuration," "Splunk deployment," or similar requests for centralized logging solutions.
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pleaseai Skill Emulate 2Local drop-in API emulator for Vercel, GitHub, Google, Slack, Apple, Microsoft, AWS, Linear, and other developer APIs. Use when the user needs to start emulated services, configure seed data, write tests against local APIs, set up CI without network access, or work with the emulate CLI or programmatic API. Triggers include "start the emulator", "emulate services", "mock API locally", "create emulator config", "test against local API", "npx emulate", or any task requiring local service emulation.
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intent-solutions-io Bundle Building Automl Pipelines 2This skill empowers Claude to build AutoML pipelines using the automl-pipeline-builder plugin. It is triggered when the user requests the creation of an automated machine learning pipeline, specifies the use of AutoML techniques, or asks for assistance in automating the machine learning model building process. The skill analyzes the context, generates code for the ML task, includes data validation and error handling, provides performance metrics, and saves artifacts with documentation. Use this skill when the user explicitly asks to "build automl pipeline", "create automated ml pipeline", or needs help with "automating machine learning workflows".
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intent-solutions-io Bundle Deploying Machine Learning Models 2This skill enables Claude to deploy machine learning models to production environments. It automates the deployment workflow, implements best practices for serving models, optimizes performance, and handles potential errors. Use this skill when the user requests to deploy a model, serve a model via an API, or put a trained model into a production environment. The skill is triggered by requests containing terms like "deploy model," "productionize model," "serve model," or "model deployment."
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intent-solutions-io Bundle Building Gitops Workflows 2This skill enables Claude to construct GitOps workflows using ArgoCD and Flux. It is designed to generate production-ready configurations, implement best practices, and ensure a security-first approach for Kubernetes deployments. Use this skill when the user explicitly requests "GitOps workflow", "ArgoCD", "Flux", or asks for help with setting up a continuous delivery pipeline using GitOps principles. The skill will generate the necessary configuration files and setup code based on the user's specific requirements and infrastructure.
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 containerd, movemental-leader-corpus-upload, aws-solution-architect. 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.