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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yaacovcorcos Bundle Code ReviewReview local code changes for bugs, regressions, missing tests, and risky assumptions. Use when asked to review a diff, pull request, patch, branch, commit, or uncommitted workspace changes before merge, commit, deploy, or promotion.
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rodri-oliveira-dev Skill Dotnet Library Change 3Use esta skill ao alterar código de produção, contratos públicos, configuração de projeto, dependências ou testes relacionados desta biblioteca .NET. Não use para CI/CD puro, auditoria de cobertura isolada ou refatoração sem mudança funcional.
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zaks-io Bundle Ziw Implement 2Use for implementation when taking one tracker issue through the full implementation pipeline by claiming the issue, making scoped changes locally or remotely, verifying, using judgment about author QA, running ziw-pr, and handing off for independent review.
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linuxfoundation Skill Escalation Guidelines 2Detailed boundaries behind the needs-human decision for lfx-v2-member-service: authentication and the Heimdall RuleSet, the access grants this service emits, writes to production Salesforce data and the shared API budget, authoritative no-TTL state, cross-repo contracts, integrations and secrets, infra and supply chain, and scale-with-importance. Load this whenever judging whether an lfx-v2-member-service PR needs a human, as the detail behind the `needs-human-escalation` skill.
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sigmacomputing Bundle Sigma APIAuthenticate against the Sigma Computing REST API and obtain a bearer token. Use whenever the user wants to call the Sigma API directly with curl/HTTP, exchange OAuth client credentials for an access token, sign in interactively via a browser OAuth login (authorization-code + PKCE), configure SIGMA_BASE_URL / SIGMA_CLIENT_ID / SIGMA_CLIENT_SECRET, troubleshoot 401/403 responses, or pick the right Sigma API hostname for their cloud. Use as a prerequisite when another Sigma skill needs an SIGMA_API_TOKEN.
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htlin222 Bundle Ma End To End 2End-to-end AI-assisted meta-analysis pipeline orchestration from TOPIC.txt to final manuscript and reviewer responses. Use when the user provides a topic and wants the full meta-analysis workflow, tracking, and final paper.
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incidentfox Skill AWS Troubleshoot 2AWS service troubleshooting patterns. Use for EC2, ECS, Lambda, CloudWatch, RDS issues.
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incidentfox Bundle Kubernetes Debug 2Kubernetes debugging methodology and scripts. Use for pod crashes, CrashLoopBackOff, OOMKilled, deployment issues, resource problems, or container failures.
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zaxbyhub Skill Writing Tests 7Guidelines for writing, organizing, and maintaining tests in the opencode-swarm repository. Covers framework rules (bun:test), mock isolation, CI pipeline structure, file placement, and anti-patterns that break cross-platform CI. Load this skill before writing or modifying any test file.
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gomigo-labs Skill Scrut Fix TestRemediate a failing Scrut continuous cloud test (CAT) from the user's IDE: find the failing test, gather remediation guidance and the flagged resources, help edit the infrastructure-as-code, and direct the user to re-run the test in Scrut to verify. Use when a cloud/config compliance test is failing and the user wants to fix it where their code lives. Triggers include "fix this failing test", "remediate our public S3 buckets", "what's failing in our cloud tests", and "our encryption test is failing, help me fix it".
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jacobragsdale Skill Python RigorInternal Python typing and test gates required by the Engineering Enablement build pipeline.
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lovstudio Bundle Lov Bp 2Orchestrate a complete investor BP workflow or route to one focused module: source-backed outline, PPTX/PDF production, or evidence/content/visual polishing. Use when the user wants to create a business plan end to end, combine BP stages, continue from an existing BP workspace, or is unsure which BP skill to use. Trigger on "做 BP", "完整商业计划书", "融资 PPT 全流程", "BP skill kit", "business plan workflow", "pitch deck pipeline", or "continue my BP".
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qiniu Skill CI Analyze 2分析 CI 失败原因并给出修复建议。在用户提到 CI 失败、pipeline 失败、构建失败、测试失败时使用。典型场景:PR 合前 CI 红、需要根因与修复建议时。
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aws-samples Bundle Ecs Build 3Use when building Amazon ECS infrastructure with Terraform, generating apply-ready code for ECS clusters, services, and task definitions across three capacity models — Fargate (FARGATE_SPOT as capacity provider), EC2 Auto Scaling group providers, and ECS Managed Instances. Covers rolling/blue-green/linear/canary deployment config, Express services, Service Connect, private/VPC-endpoint-only networking, secrets, and Graviton. Also use when (1) wiring a Managed Instances capacity provider and its IAM role, (2) mixing FARGATE and FARGATE_SPOT in a strategy, (3) rendering blue/green, linear, or canary deployment config, (4) generating VPC endpoints for private or air-gapped ECS, (5) configuring Application Auto Scaling, or (6) migrating a service from launch type to capacity providers. Skip for EKS/Kubernetes builds (use eks-build), design and launch-type selection (use ecs-architect), CI/CD pipelines and release strategy (use ecs-devops), and replatforming an existing app onto ECS (use ecs-modernize).
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aws-samples Bundle Dotnet AWS Ecs 3Generates IaC (CloudFormation or CDK) and a deployment guide to deploy a .NET workload to Amazon ECS Fargate on Linux containers with an Application Load Balancer. Produces a VPC, ECS cluster, task definition, ALB, and auto-scaling. NOT for Windows containers, EC2 launch type, or Kubernetes/EKS deployments.
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b-open-io Skill Tokens 2This skill should be used when working with BSV21 fungible tokens — sending tokens, checking token balances, listing token UTXOs, purchasing tokens from marketplace, deploying a fixed-supply token, deploying a mintable token, or minting additional supply. Triggers on 'send tokens', 'token balance', 'BSV21', 'BSV-20', 'fungible token', 'transfer tokens', 'deploy token', 'mint token', 'mintable token', 'token listing', 'buy tokens', or 'token UTXO'. Uses @1sat/actions from the 1sat-sdk.
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jetbrains Bundle Deploy To VercelDeploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".
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kayforkind Bundle WeaviateOperates Weaviate Cloud or self-hosted collections with weaviate-client v4: list/create, import, semantic/hybrid/keyword search, Query Agent. Use when the user names Weaviate. Not for local Chroma (chroma), Pinecone serverless (pinecone), or FAISS-only kNN. Never hardcode WEAVIATE_API_KEY.
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a5c-ai Skill Discover 2Scan your real systems (Azure + repos + dirs) and map them into a layered, source-cited atlas; enrich against the Atlas graph (secondary).
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a5c-ai Skill Mine Data 2Mine the REAL data stores/models in your sources (cloud DBs via az, schemas/migrations, package types), each cited; Atlas-graph comparison secondary.
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a5c-ai Skill Mine Processes 2Mine the REAL processes in your sources (CI/CD, npm scripts, IaC, Dockerfiles, .a5c, cron), each cited to its file; Atlas-graph comparison secondary.
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aaddrick Skill Implement Issue 2Use when the user says "implement" after approving a plan, or asks to go from plan to commit. Orchestrates the full pipeline from approved plan through implementation, simplification, code review, test validation, and pushed commit. All feedback levels are addressed — nothing is deferred.
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aaddrick Skill Improvement Loop 2Use after resolving a bug, failed task, or unexpected agent behavior to improve the pipeline skills, agents, hooks, or scripts that contributed to the problem. Also proactively suggest improvements when recurring patterns or inefficiencies are observed.
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jfrog Bundle Jfrog Reference Architecture 3Guides JFrog Platform topology, sizing (RPM, t-shirt templates), deployment, multi-site use cases, SaaS vs self-managed, HA, air-gapped, and disaster recovery using the official Reference Architecture site as the sole source of facts. Use this skill when the user asks how to size Artifactory or Xray, which deployment pattern to choose, single vs multi site, active-active, active-passive, CI/CD separation, Helm/Kubernetes install planning, or reference architecture (live WebFetch from jfrog.com/reference-architecture). Do NOT use for artifact search or download, repository or permission admin, CVE or vulnerability lookups, live jf CLI operations against their instance, or package curation — use the jfrog base skill or jfrog-package-safety-and-download instead.
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pinecone-io Bundle CLI 2Guide for using the Pinecone CLI (pc) to manage Pinecone resources from the terminal. The CLI supports ALL index types (standard, integrated, sparse) and all vector operations — unlike the MCP which only supports integrated indexes. Use for batch operations, vector management, backups, namespaces, CI/CD automation, and full control over Pinecone resources.
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oimiragieo Skill Session Summary 2Compress a session's conversation history into a portable summary that can be re-injected after /clear. Use this skill when context is filling up and the agent needs to recover state after clearing. Works even when Claude Code's own auto-compact has failed because gotcontext runs the summarization on its own infra. Trigger phrases include "summarize this session", "I need to clear context but keep what we built", "compact failed help me recover", "save this conversation before reset".
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pskoett Bundle Simplify And Harden 2Post-completion self-review for coding agents that runs simplify, harden, and micro-documentation passes on non-trivial code changes. Use when: a coding task is complete in a general agent session and you want a bounded quality and security sweep before signaling done. For CI pipeline execution, use simplify-and-harden-ci.
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sablier-labs Bundle Evm Deployment 2Deploy Sablier EVM contracts (Utils, Flow, Lockup, Airdrops, Bob) with full workflow automation. This skill should be used when the user asks to "deploy", "deploy protocol", "deploy to chain", or mentions deployment-related tasks. Handles contract deployment, explorer verification, SDK updates, and initial setup through Init scripts.
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shakacode Skill Ab Servers 2How to drive shaka-perf twin-servers (the control + experiment Docker pair) from an agent — which subcommand to use for build, start containers, start the app, stop, run a command inside a side, or sync code changes. Bare `shaka-perf servers` is for humans (interactive menu); agents must call subcommands directly. Use whenever you need to bring twin-servers up, restart them after a change, or run something inside a container. Triggers include "servers", "twin servers", "ab servers", "control/experiment server", "run X in container", "ab tests failing".
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shakacode Bundle Setup Docker Servers For Ab Tests 2setup-docker-servers-for-ab-tests
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timpara Bundle Deep Research 2Universal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 8 modes: full research, quick brief, paper review, lit-review, fact-check, three-way literature scan, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review, devil's advocate challenges, ethics review, and post-research literature monitoring. Triggers on: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, WHY HOW WHAT papers, 3W literature scan, guide my research, help me think through, 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 三段式文獻掃描, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題.
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timpara Bundle Academic Paper 212-agent academic paper writing pipeline. 11 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure/rebuttal-audit). 6 paper types, 5 citation formats, bilingual abstracts, LaTeX/DOCX-via-Pandoc/PDF output. Style Calibration + Writing Quality Check + Anti-Patterns with IRON RULE markers. Triggers: write paper, academic paper, guide my paper, parse reviews, audit my rebuttal, check my response draft, AI disclosure, 寫論文, 學術論文, 引導我寫論文, 審查意見, 評估回覆.
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timpara Bundle Academic Pipeline 2Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, complete paper workflow.
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unreadlogs Skill Launch AuditPre-launch and pre-commit audit for fast-moving projects. Use when the user asks whether a project is ready to ship, deploy, merge, or commit, especially AI-generated or "vibe coded" apps. Covers repository hygiene, committed secrets, environment variable documentation, database migration readiness, unsafe database access, dead code, weak auth, missing tests, broken builds, and deployment configuration footguns. If the user wants to verify their project before a launch, deploy, pull request, or commit, use this skill.
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wilswu99 Skill Arc InfraSpin up an ephemeral Shadeform GPU instance via arc-infra to run a larger experiment, then tear it down. Use whenever an experiment needs a GPU or more compute/memory than this box has — the pattern is always create box → run → collect results → delete box. Instances up to A100 SXM need no approval; anything larger requires asking Wilson first.
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selat-ai Skill Vc AI Infra Scout 2Deal-sourcing scout for VCs running an AI-infrastructure thesis — AI infra, crypto-AI/decentralized-AI, robotics/embodied-AI, agentic payments. Use when asked to "scout AI infra startups", "find founders who haven't raised yet", "build a deal shortlist for my thesis", or "what pre-seed/seed rounds are being announced and what's the thesis behind them". Fuses Hacker News, Product Hunt, web, Twitter/X, and LinkedIn signal via vetted paid endpoints (SELAT); pays per call in USDC from the user's own self-custody Circle wallet. Dry-run first to see live prices.
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 code-review, dotnet-library-change, ziw-implement. 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.