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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aws-samples Bundle Trustedadvisor DiagnosticsUse this skill to investigate and troubleshoot AWS Trusted Advisor problems by analyzing check failures, stale results, refresh issues, category-specific recommendations, priority settings, EventBridge integration, organizational view, support plan requirements, and API access following structured runbooks. Activate when: check failures, stale check results, refresh not working, cost optimization checks, security check findings, performance recommendations, priority recommendation issues, risk level configuration, EventBridge integration problems, organizational view setup, support plan access limitations, API access errors, or the user says something is wrong with Trusted Advisor without naming specific symptoms.
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aws-samples Bundle Verifiedaccess DiagnosticsUse this skill to investigate and troubleshoot AWS Verified Access problems by analyzing instance configuration, group policies, endpoint connectivity, trust providers, Cedar policy language, logging, networking, and following structured runbooks. Activate when: instance creation failures, trust provider configuration errors, group policy evaluation issues, endpoint creation failures, DNS resolution problems, endpoint connectivity issues, identity trust provider errors, device trust provider problems, Cedar policy syntax errors, policy debugging difficulties, access log analysis, CloudWatch integration issues, VPC configuration problems, security group errors, or the user says something is wrong with Verified Access without naming specific symptoms.
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aws-samples Bundle Budgets Actions DiagnosticsUse this skill to investigate and troubleshoot AWS Budgets Actions problems by analyzing budget creation, alert configuration, action execution, IAM policy actions, SCP actions, EC2/RDS instance actions, approval workflows, threshold configuration, notifications, and organization budgets, following structured runbooks. Activate when: budget creation failures, alert configuration issues, action execution failures, IAM policy action errors, SCP action failures, EC2 instance action errors, RDS instance action errors, approval workflow issues, threshold configuration, notification failures, organization budgets, or the user says something is wrong with Budgets Actions.
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aws-samples Bundle Firewallmanager DiagnosticsUse this skill to investigate and troubleshoot AWS Firewall Manager problems by analyzing policy creation, policy compliance, auto-remediation, WAF policy issues, rule group management, Shield Advanced policy, DDoS protection, security group policies, audit policies, Network Firewall policy deployment, organization admin accounts, member compliance, DNS Firewall policies, domain lists, and following structured runbooks. Activate when: policy creation failures, non-compliant resources, auto-remediation not working, WAF rule group errors, Shield Advanced policy issues, DDoS protection gaps, security group policy violations, audit policy findings, Network Firewall deployment failures, admin account configuration issues, member account compliance problems, DNS Firewall policy errors, domain list issues, or the user says something is wrong with Firewall Manager without naming specific symptoms.
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aws-samples Bundle Healthdashboard DiagnosticsUse this skill to investigate and troubleshoot AWS Health Dashboard problems by analyzing event interpretation, affected resources, scheduled changes, EventBridge integration, notification setup, organizational health, delegated administration, Health API usage, event filtering, incident response, and maintenance planning following structured runbooks. Activate when: event interpretation confusion, affected resource identification, scheduled maintenance planning, EventBridge integration issues, notification delivery failures, organizational health view problems, delegated admin setup, Health API errors, event filtering issues, incident response coordination, maintenance window planning, or the user says something is wrong with Health Dashboard without naming specific symptoms.
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aws-samples Bundle Incidentmanager DiagnosticsUse this skill to investigate and troubleshoot AWS Systems Manager Incident Manager problems by analyzing response plans, incident workflows, contacts, and following structured runbooks. Activate when: Response plan creation failures, incident creation issues, escalation plan problems, contact channel failures, engagement plan errors, automation runbook failures, manual step issues, timeline event problems, metric integration issues, CloudWatch alarm integration failures, EventBridge rule problems, post-incident analysis errors, action item tracking issues, or the user says something is wrong with Incident Manager without naming specific symptoms.
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aws-samples Bundle Network Manager TroubleshootingUse this skill to investigate and troubleshoot AWS Network Manager and Cloud WAN problems by analyzing global networks, core network policies, attachments, peering, routing, segments, transit gateway registration, VPN attachments, telemetry, and policy versioning using structured runbooks. Activate when: global network creation failures, core network policy errors, attachment failures, peering issues, route analysis errors, segment configuration problems, transit gateway registration issues, VPN attachment failures, telemetry gaps, or the user says something is wrong with Network Manager or Cloud WAN.
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aws-samples Bundle Networkfirewall DiagnosticsUse this skill to investigate and troubleshoot AWS Network Firewall problems by analyzing firewall deployment, rule configuration, routing, logging, performance, TLS inspection, and integration issues following structured runbooks. Activate when: firewall creation failures, deployment issues, endpoint problems, stateless rule mismatches, stateful rule errors, rule order conflicts, route table misconfiguration, asymmetric routing, inspection VPC design issues, alert log analysis, flow log problems, throughput degradation, latency issues, TLS inspection failures, certificate management errors, Firewall Manager integration problems, Transit Gateway integration issues, or the user says something is wrong with Network Firewall without naming specific symptoms.
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aws-samples Bundle Parallelcluster DiagnosticsUse this skill to investigate and troubleshoot AWS ParallelCluster problems by analyzing cluster creation, compute fleet, Slurm scheduler, shared storage, networking, job execution, auto-scaling, and security configurations using structured runbooks. Activate when: cluster creation failures, update issues, deletion problems, compute fleet errors, Slurm scheduler issues, shared storage (EFS/FSx) problems, scratch storage failures, VPC configuration issues, multi-AZ problems, job submission errors, job failures, auto-scaling issues, capacity problems, IAM permission errors, SSH access issues, or the user says something is wrong with ParallelCluster without naming specific symptoms.
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aws-samples Bundle Ssm Distributor DiagnosticsUse this skill to investigate and troubleshoot AWS Systems Manager Distributor problems by analyzing package creation, version management, installation failures, association execution, cross-platform packaging, S3 storage, IAM permissions, and following structured runbooks. Activate when: package creation failures, version errors, installation issues, uninstallation problems, association execution failures, scheduling issues, cross-platform package errors, custom package problems, S3 storage issues, IAM permission errors, third-party package failures, or the user says something is wrong with SSM Distributor.
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aws-samples Bundle Transfer Family DiagnosticsUse this skill to investigate and troubleshoot AWS Transfer Family problems by analyzing server configurations, authentication settings, storage backends, directory mappings, connectivity, and following structured runbooks. Activate when: server creation failures, endpoint configuration issues, protocol misconfiguration, service-managed auth failures, custom IdP errors, SSH key problems, connection failures, firewall/NAT issues, passive FTP problems, S3 backend errors, EFS backend errors, directory mapping issues, home directory configuration, throughput limits, large file transfer failures, host key management, encryption in transit, managed workflow failures, post-upload processing errors, or the user says something is wrong with Transfer Family without naming specific symptoms.
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aws-samples Bundle Wellarchitected DiagnosticsUse this skill to investigate and troubleshoot AWS Well-Architected Tool problems by analyzing workload reviews, lens selection, improvement plans, milestones, custom lenses, sharing, and following structured runbooks. Activate when: workload review issues, lens configuration problems, improvement plan errors, milestone failures, custom lens issues, sharing problems, or the user says something is wrong with Well-Architected Tool.
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aws-samples Bundle Chatbot Advanced DiagnosticsUse this skill to investigate and troubleshoot advanced AWS Chatbot problems by analyzing custom action failures, action approvals, Microsoft Teams integration, guardrail configuration, notification filtering, run command from chat, Lambda invocation from chat, cross-account notifications, event pattern matching, and audit logging. Activate when: custom action failures, approval issues, Teams integration problems, guardrail configuration errors, notification filtering issues, run command from chat failures, Lambda invocation errors, cross-account notification problems, event pattern matching issues, audit logging gaps, or the user says something is wrong with advanced AWS Chatbot features.
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aws-samples Bundle Computeoptimizer DiagnosticsUse this skill to investigate and troubleshoot AWS Compute Optimizer problems by analyzing EC2 recommendations, Lambda recommendations, EBS recommendations, ECS recommendations, enrollment, export, and following structured runbooks. Activate when: missing recommendations, wrong recommendations, enrollment issues, export failures, or the user says something is wrong with Compute Optimizer.
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aws-samples Bundle Controltower Aft DiagnosticsUse this skill to investigate and troubleshoot AWS Control Tower Account Factory for Terraform (AFT) problems by analyzing deployment failures, pipeline errors, account provisioning, customizations, Terraform state, CodePipeline/CodeBuild issues, SSO integration, and following structured runbooks. Activate when: AFT deployment failures, pipeline errors, account request issues, customization failures, Terraform state problems, CodePipeline/CodeBuild errors, SSO integration issues, or the user says something is wrong with AFT.
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aws-samples Bundle Elasticbeanstalk DiagnosticsUse this skill to investigate and troubleshoot AWS Elastic Beanstalk problems by analyzing environments, deployments, health status, configuration, scaling, Docker platforms, worker tiers, and following structured runbooks. Activate when: environment creation failures, update failures, termination issues, platform version problems, deployment failures, rollback issues, immutable vs rolling deployment confusion, red/yellow health, health check misconfiguration, enhanced health reporting, .ebextensions errors, environment variable issues, instance profile problems, auto-scaling failures, load balancer configuration, Docker platform issues, multi-container Docker, worker tier SQS problems, dead letter queue issues, log retrieval failures, CloudWatch integration, or the user says something is wrong with Elastic Beanstalk without naming specific symptoms.
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aws-samples Bundle Entityresolution DiagnosticsUse this skill to investigate and troubleshoot AWS Entity Resolution problems by analyzing schema mappings, matching workflows, ID mapping workflows, provider services, output configuration, rule-based matching, ML matching, and following structured runbooks. Activate when: schema mapping errors, matching workflow failures, ID mapping issues, provider service configuration, output problems, or the user says something is wrong with Entity Resolution without naming specific symptoms.
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aws-samples Bundle Outposts Servers DiagnosticsUse this skill to investigate and troubleshoot AWS Outposts Servers (1U/2U form factor) problems by analyzing server ordering, activation, EC2 launch errors, EBS local volumes, network connectivity, service link, capacity management, software updates, monitoring, tagging, and rack-vs-server differences using structured runbooks. Activate when: server ordering issues, activation failures, EC2 launch errors on Outposts server, EBS local volume problems, network connectivity issues, service link failures, capacity constraints, update failures, monitoring gaps, or the user says something is wrong with Outposts Servers.
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aws-samples Bundle Elastictranscoder DiagnosticsUse this skill to investigate and troubleshoot Amazon Elastic Transcoder problems by analyzing pipeline creation, job failures, preset errors, input/output format issues, notification failures, permission errors, watermark/thumbnail issues, and following structured runbooks. Activate when: pipeline creation failures, job stuck in progressing, preset configuration errors, media format issues, SNS notification problems, IAM permission errors, or the user says something is wrong with Elastic Transcoder.
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aws-samples Bundle Globalaccelerator DiagnosticsUse this skill to investigate and troubleshoot AWS Global Accelerator problems by analyzing accelerator configurations, endpoint health, routing policies, performance metrics, DNS resolution, and following structured runbooks. Activate when: accelerator creation failures, static IP issues, endpoint health check failures, endpoint group configuration, traffic dial problems, client affinity issues, flow log analysis, latency problems, throughput degradation, DNS resolution failures, custom routing issues, DDoS protection concerns, cross-account endpoint problems, ALB/NLB/EC2/EIP integration issues, or the user says something is wrong with Global Accelerator without naming specific symptoms.
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aws-samples Bundle Resource Explorer DiagnosticsUse this skill to investigate and troubleshoot AWS Resource Explorer problems by analyzing index creation, aggregator indexes, search queries, missing resources, views, filters, cross-region indexing, IAM permissions, organization integration, and supported resource types. Activate when: index creation failures, search errors, missing resources, view configuration issues, cross-region problems, permission errors, or the user says something is wrong with Resource Explorer.
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aws-samples Bundle Ssm Fleet Manager DiagnosticsUse this skill to investigate and troubleshoot AWS Systems Manager Fleet Manager problems by analyzing managed node registration, remote desktop, file system access, performance counters, OS patching visibility, hybrid activations, IAM instance profiles, SSM Agent connectivity, and account-level settings using structured runbooks. Activate when: managed nodes not appearing, remote desktop failures, file system access errors, performance counter issues, patching visibility problems, hybrid activation errors, IAM profile issues, SSM Agent connectivity problems, or the user says something is wrong with Fleet Manager.
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aws-samples Bundle Mainframe Advanced DiagnosticsUse this skill to investigate and troubleshoot AWS Mainframe Modernization advanced problems by analyzing Blu Age refactoring, Micro Focus replatforming, application deployment, runtime environments, batch jobs, CICS transactions, data migration, dataset management, performance tuning, monitoring, and hybrid connectivity using structured runbooks. Activate when: Blu Age refactoring errors, Micro Focus replatforming issues, deployment failures, runtime environment problems, batch job failures, CICS transaction errors, data migration issues, performance problems, or the user says something is wrong with Mainframe Modernization.
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aws-samples Bundle Iot Device Defender DiagnosticsUse this skill to investigate and troubleshoot AWS IoT Device Defender problems by analyzing audit configuration, audit findings, security profiles, metric anomalies, mitigation actions, custom metrics, alert targets, SNS notifications, ML Detect, dimensions, fleet indexing integration, and following structured runbooks. Activate when: audit configuration errors, security profile issues, metric anomalies, mitigation action failures, alert delivery problems, or the user says something is wrong with IoT Device Defender.
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aws-samples Bundle Paymentcryptography DiagnosticsUse this skill to investigate and troubleshoot AWS Payment Cryptography problems by analyzing key creation, import/export, encryption/decryption, PIN operations, MAC verification, key aliases, access control, audit logging, compliance, and key rotation using structured runbooks. Activate when: key creation failures, key import errors, encryption/decryption failures, PIN operation issues, MAC verification errors, key alias problems, access control issues, audit logging problems, compliance configuration errors, key rotation failures, or the user says something is wrong with Payment Cryptography.
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aws-samples Bundle Application Composer DiagnosticsUse this skill to investigate and troubleshoot AWS Application Composer problems by analyzing project sync, template imports, resource configuration, connections, SAM/CloudFormation template generation, local development, IDE extensions, deployments, resource policies, and custom resource cards. Activate when: project sync failures, template import errors, resource configuration problems, connection issues, template generation failures, local development errors, IDE extension problems, deployment failures, or the user says something is wrong with Application Composer.
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aws-samples Bundle Iot Device Management DiagnosticsUse this skill to investigate and troubleshoot AWS IoT Device Management problems by analyzing fleet provisioning, job execution, secure tunneling, thing groups, fleet indexing, device shadows, OTA updates, and following structured runbooks. Activate when: fleet provisioning failures, bulk registration errors, job execution issues, tunneling problems, thing group configuration, fleet indexing errors, device shadow sync failures, OTA update issues, or the user says something is wrong with IoT Device Management.
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aws-samples Bundle Migrationorchestrator DiagnosticsUse this skill to investigate and troubleshoot AWS Migration Hub Orchestrator problems by analyzing workflow templates, migration workflows, step execution, plugins, SAP migration, SQL Server migration, and following structured runbooks. Activate when: workflow template issues, migration workflow failures, step execution errors, plugin problems, SAP migration issues, SQL Server migration errors, or the user says something is wrong with Migration Hub Orchestrator.
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aws-samples Bundle Verified Access Advanced DiagnosticsUse this skill to investigate and troubleshoot AWS Verified Access advanced problems by analyzing instance creation, trust provider configuration, Cedar policy debugging, endpoint connectivity, device and user trust evaluation, access logs, WAF integration, and multi-trust-provider patterns using structured runbooks. Activate when: instance creation failures, trust provider issues, Cedar policy errors, endpoint connectivity problems, device trust failures, access log analysis, WAF integration issues, or the user says something is wrong with Verified Access.
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aws-samples Bundle Entityresolution Advanced DiagnosticsUse this skill to investigate and troubleshoot advanced AWS Entity Resolution problems by analyzing matching workflow failures, ID mapping workflow errors, schema mapping issues, provider service errors, rule-based matching tuning, ML matching accuracy, output configuration errors, data quality issues, cross-account workflows, privacy configuration, and Glue integration. Activate when: matching workflow failures, ID mapping errors, schema mapping issues, provider service problems, matching accuracy concerns, output configuration errors, data quality problems, cross-account workflow failures, privacy configuration issues, Glue integration errors, or the user says something is wrong with advanced Entity Resolution features.
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builderio Skill Integration WebhooksCross-platform pattern for handling messaging integration webhooks (Slack, Telegram, WhatsApp, email, etc.) on serverless hosts. Use when adding a new integration adapter, debugging dropped messages, or wiring long-running agent work into a webhook handler.
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builderio Skill GcloudMonitor Google Cloud Run services and Cloud Functions health, metrics, and logs. Use this skill when the user asks about service health, request counts, latencies, or cloud infrastructure.
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modu-ai Skill Commerce Product Image Pipeline[책임 경계] 상품 이미지·영상 풀스택 파이프라인 오케스트레이터. 캐릭터 일관성(선택) → media-higgsfield-image(Soul) → media-higgsfield-video(DOP) → 채널 규격 변환(Pillow 자체 처리) 체인을 단일 자연어 입력으로 자동 호출. 한국 이커머스 셀러가 "상품 이미지·영상 만들어줘" 한 줄로 풀세트 산출. 다음과 같은 요청 시 반드시 이 스킬을 사용하세요: "상품 이미지 만들어줘", "상품 영상 풀세트", "이미지부터 영상까지 한 번에", "상세페이지 이미지·영상 묶음", "비건 세럼 이미지·영상 패키지", "캐릭터 + 이미지 + 영상 한 번에", "이커머스 비주얼 파이프라인", "Higgsfield 풀세트 호출". 4단계 체인: ① 캐릭터 등록 (선택, Higgsfield Soul Characters 브랜드 캐릭터 일관성) → ② media-higgsfield-image (상품 이미지 5-10장) → ③ media-higgsfield-video (시네마틱 영상 5-10초) → ④ 채널 규격 변환 (메타·네이버·카카오, Pillow 자체 처리). 페어 스킬 commerce-detail-page-image(13섹션 합성 PNG)와 명확히 구분 — 본 스킬은 모델 체인 오케스트레이션, 페어는 단일 합성. ai-slop-reviewer 체이닝 제외 (이미지·영상 산출물).
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acaprino Bundle TauriKnowledge base indexing core, desktop, and mobile references. TRIGGER WHEN: working with Tauri 2 commands, IPC, plugins, project setup, OAuth, or CI/CD.
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acaprino Skill Repo HygieneThe check catalog for workspace tidying: filesystem garbage, generated artifacts tracked in git, `.gitignore` completeness and archaeology, scratch directories, orphan doc-assets, and git auxiliary state. Two profiles, full and lite, over one set of check definitions. TRIGGER WHEN: running `/repo-hygiene:tidy`, spawned as the repo-hygiene dimension of a review pipeline, or running the diff-scoped VCS check inside a code or PR review. DO NOT TRIGGER WHEN: the question needs source comprehension (dead exports, unused dependencies, orphan application assets, rebrand residue), which belongs to `senior-review`.
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acaprino Skill Multi Stage DockerfileShip a runtime layer that carries only what it executes, for any language or framework. TRIGGER WHEN: creating Dockerfiles, optimizing container images, multi-stage builds, Docker best practices.
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 budgets-actions-diagnostics, transfer-family-diagnostics, chatbot-advanced-diagnostics. 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.