DevOps and Cloud agent skills
Skills for deploying, operating and observing software: cloud platforms, infrastructure as code, CI/CD, monitoring and incident response. Many come from the platform vendors themselves, so the agent works from the provider's own guidance.
- 359 listed skills
- 37 repositories
- 53 with full pages
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All 359 DevOps and cloud skills
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| Skill | Repository | What it does |
|---|---|---|
| apple-container 85/100 · B | sanjay3290/ai-skills | Guides use of Apple's container CLI to build, run, and manage OCI and Linux containers on Apple-silicon macOS without a Docker daemon. |
| aws-cdk-development 85/100 · B | zxkane/aws-skills | Guides building AWS cloud infrastructure with CDK in TypeScript or Python, covering app structure, construct patterns, stack composition, and deployment workflows. |
| aws-cost-operations 83/100 · B | zxkane/aws-skills | Analyzes AWS bills and costs, sets up CloudWatch alarms, queries logs, audits CloudTrail activity, and assesses security posture to optimize AWS costs and operations. |
| aws-serverless-eda 83/100 · B | zxkane/aws-skills | Guides building serverless and event-driven applications on AWS, covering Lambda, API Gateway, DynamoDB, Step Functions, EventBridge, SQS, and SNS. |
| aws-sst-development 86/100 · B | zxkane/aws-skills | Guides managing AWS resources as code with SST v4 and Pulumi, including sst.config.ts, infra modules, resource links, IAM scoping, and sst deploy workflows. |
| azure-devops 83/100 · B | sanjay3290/ai-skills | Manages Azure DevOps projects, work items, repos, pull requests, pipelines, wikis, test plans, security alerts, variable groups, environments, branch policies, and attachments. |
| cf-cli 78/100 · C | cloudflare/skills | Guides using Cloudflare's beta cf CLI for the public Cloudflare API and Workers projects, including sign-in, command search, deploy, dev, build, and resource commands. |
| chaos-engineer 84/100 · B | jeffallan/claude-skills | Designs chaos experiments and failure injection frameworks and runs game day exercises for distributed systems, producing runbooks, experiment manifests, rollback procedures, and post-mortem templates. |
| ci-speedup 91/100 · A | mblode/agent-skills | Cuts CI wait by measuring a pipeline's critical path from run timestamps, then splitting, sharding, and trimming setup, with a before and after ledger. |
| cloud-architect 84/100 · B | jeffallan/claude-skills | Designs cloud architectures, migration plans, cost optimization recommendations, and disaster recovery strategies across AWS, Azure, and GCP. |
| cloud-monitoring-notification-channels-configuration 87/100 · B | google/skills | Generates Terraform HCL for Cloud Monitoring notification channels such as email, SMS, Slack, PagerDuty, Pub/Sub, and webhooks, and adds them to alerting policies. |
| cloud-trace-querying 89/100 · B | google/skills | Queries Cloud Trace spans, filters by latency or error status, correlates distributed traces with Cloud Logging, and diagnoses latency bottlenecks across Google Cloud services. |
| cloudflare 78/100 · C | cloudflare/skills | Helps discover and choose Cloudflare products for apps, APIs, AI agents, storage, networking, and security, even when the user names no product. |
| devops-engineer 84/100 · B | jeffallan/claude-skills | Creates Dockerfiles, CI/CD pipelines, Kubernetes manifests, and Terraform or Pulumi templates, and handles deployment automation, GitOps configuration, and incident response runbooks. |
| eas-app-stores 83/100 · B | expo/skills | Builds and submits iOS and Android apps with EAS to TestFlight, the App Store, or Google Play, including eas.json setup, signing, and release pipelines. |
| eas-observe 76/100 · C | expo/skills | Adds expo-observe to Expo projects, records per-route metrics, events, and errors, and queries or interprets the metrics with the EAS CLI. |
| eas-update-insights 85/100 · B | expo/skills | Checks the health of published EAS Updates, including crash rates, launch counts, unique users, payload size, and embedded versus OTA users per channel. |
| firebase-app-hosting-basics 81/100 · B | firebase/skills | Deploys and manages full-stack Next.js and Angular apps with server-side rendering on Firebase App Hosting, including apphosting.yaml, secrets, and GitHub CI/CD. |
| firebase-crashlytics 76/100 · C | firebase/skills | Guides provisioning Firebase Crashlytics and using its SDK to add crash reporting to an application. |
| firebase-hosting-basics 81/100 · B | firebase/skills | Deploys and configures classic Firebase Hosting for static sites, single-page apps, and microservices, including custom domains, redirects, rewrites, headers, multi-site setups, and preview channels. |
| go-ci 95/100 · A | eduardo-sl/go-agent-skills | Sets up continuous integration for Go projects with GitHub Actions, caching, golangci-lint, test and coverage gates, vulnerability scanning, SAST, Dependabot, and build matrices. |
| google-cloud-filestore-auditing 89/100 · B | google/skills | Audits Filestore instances on Google Cloud for disaster recovery readiness, overly permissive NFS export rules, and reliability compliance with Physical Zone Isolation and Separation. |
| google-cloud-filestore-log-troubleshooting 90/100 · A | google/skills | Diagnoses and resolves Filestore client mount failures, EACCES permission errors, and ETIMEDOUT network timeouts on Google Cloud, including NFS mounts that hang or fail. |
| google-cloud-solution-architecture 85/100 · B | google/skills | Discovers requirements interactively and designs multi-product system architectures, solution blueprints, and deployment recommendations for complex workloads on Google Cloud. |
| hf-cloud-python-env-setup 85/100 · B | huggingface/skills | Sets up an isolated Python environment with the right Python version and current boto3 for SageMaker and other AWS automation work. |
| hf-cloud-sagemaker-iam-preflight 83/100 · B | huggingface/skills | Ensures a usable SageMaker execution role exists before deploying or training, checking for existing roles first rather than blindly creating IAM roles. |
| hf-cloud-sagemaker-production-defaults 80/100 · B | huggingface/skills | Creates SageMaker endpoints (real-time, scale-to-zero, or async) with autoscaling, CloudWatch alarms, and tagging enabled by default, using provided deploy scripts. |
| hf-cloud-serving-image-selection 84/100 · B | huggingface/skills | Picks the right serving container for a SageMaker model deployment and finds its current image URI, preferring HuggingFace Deep Learning Containers. |
| huggingface-spaces 83/100 · B | huggingface/skills | Builds, deploys, and maintains applications on Hugging Face Spaces, including Gradio, Docker, and Static SDKs, ZeroGPU, debugging build failures, and inference providers. |
| k2 72/100 · C | cloudflare/skills | Builds and troubleshoots Cloudflare K2 Streams durable logs, covering stream setup, producing from Workers or HTTP, retention and input configuration, and consuming through subscriptions. |
| kubernetes-specialist 84/100 · B | jeffallan/claude-skills | Guides deploying and managing Kubernetes workloads, including manifests, pod security, RBAC, network policies, Helm charts, debugging pod crashes, and right-sizing resources. |
| mirrord-ci 83/100 · B | metalbear-co/skills | Helps set up mirrord in CI pipelines to run end-to-end, integration, or automated tests against real staging or shared Kubernetes clusters. |
| mirrord-config 83/100 · B | metalbear-co/skills | Generates, edits, and validates mirrord.json configuration files for connecting a local process to a Kubernetes environment, ensuring the output JSON is valid and schema-conformant. |
| mirrord-kafka 78/100 · C | metalbear-co/skills | Configures mirrord Operator Kafka queue splitting end to end, generating MirrordSplitConfig and MirrordPropertyList CRD YAMLs, the mirrord.json split_queues section, and Helm value guidance. |
| mirrord-operator 83/100 · B | metalbear-co/skills | Guides installing and configuring the mirrord Operator for team and enterprise environments, including Helm installation, license configuration, enabling features, RBAC, and multi-user deployments. |
| mirrord-quickstart 80/100 · B | metalbear-co/skills | Guides new users through installing mirrord via CLI, VS Code, or IntelliJ, running a first session against a Kubernetes target, and verifying the connection. |
| mirrord-temporal 81/100 · B | metalbear-co/skills | Configures mirrord Operator Temporal task queue splitting end to end, generating MirrordSplitConfig and MirrordPropertyList CRD YAMLs, the mirrord.json split_queues section, and Helm value guidance. |
| mirrord-up 83/100 · B | metalbear-co/skills | Runs multiple concurrent mirrord sessions from a single mirrord-up.yaml file for compose-style local debugging of several related microservices. |
| monitoring-expert 84/100 · B | jeffallan/claude-skills | Configures monitoring and observability by setting up structured logging, Prometheus and Grafana dashboards, alerting rules, distributed tracing, load tests, and profiling. |
| nextjs-on-cloudflare 72/100 · C | cloudflare/skills | Builds, migrates, and deploys Next.js apps on Cloudflare Workers with vinext, including choosing between vinext and OpenNext and moving existing apps to Workers. |
| publish-models 71/100 · C | replicate/skills | Pushes and publishes custom AI models to Replicate and sets up CI/CD for releasing new model versions safely, including cog-safe-push validation. |
| push-to-registry 80/100 · B | hashicorp/agent-skills | Pushes Packer build metadata to the HCP Packer registry to track and manage image lifecycle. |
| qdrant-hybrid-cloud-setup 79/100 · C | qdrant/skills | Guides installing and running Qdrant Hybrid Cloud on your own Kubernetes cluster, covering storage, backups, the agent and operator, cluster exposure, and secret rotation. |
| qdrant-monitoring 80/100 · B | qdrant/skills | Guides Qdrant monitoring and observability setup, including which metrics to track, Prometheus, Grafana, health checks, alerts, and log centralization. |
| redis-observability 75/100 · C | redis/agent-skills | Guides Redis monitoring, covering which metrics to track, built-in commands for incident triage such as SLOWLOG and INFO, and when to use Redis Insight. |
| sandbox-next 79/100 · C | cloudflare/skills | Builds and maintains Cloudflare Sandbox apps on the @cloudflare/sandbox@next package, the SDK 1.0 preview. |
| terraform-search-import 85/100 · B | hashicorp/agent-skills | Discovers existing cloud resources with Terraform Search queries and bulk imports them so unmanaged infrastructure comes under Terraform control. |
| terraform-skill 77/100 · C | antonbabenko/terraform-skill | Guides writing, reviewing, and debugging Terraform and OpenTofu modules, tests, CI, and state operations, diagnosing failure modes such as secrets, blast radius, and drift. |
| terraform-stacks 83/100 · B | hashicorp/agent-skills | Guides creating, modifying, and validating Terraform Stack configurations, including components and deployments, and troubleshooting Stacks syntax and structure. |
| vss-deploy-detection-tracking-2d 90/100 · A | NVIDIA/skills | Deploys, runs, debugs, tears down, and calls the REST API of the RTVI-CV 2D detection and tracking microservice. |
| windows-builder 77/100 · C | hashicorp/agent-skills | Builds Windows images with Packer using the WinRM communicator and PowerShell provisioners, for Windows AMIs, Azure images, or VMware templates. |
| windows-vm 76/100 · C | obra/superpowers-lab | Creates, manages, and connects to a headless Windows 11 VM running in Docker with SSH access, including stopping and restarting it. |
| workers-best-practices 79/100 · C | cloudflare/skills | Applies Cloudflare Workers best practices for production applications when writing, reviewing, or configuring Workers. |
| agent-platform-alert-configuration 89/100 · B | google/skills | Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration… |
| agent-platform-migrate-from-ai-studio 80/100 · B | google/skills | Guides agents and users through migrating from Gemini API in Google AI Studio to Gemini Enterprise Agent Platform (formerly Vertex AI). Use this… |
| agent-platform-troubleshooting 84/100 · B | google/skills | Troubleshoots Google Cloud Gemini Enterprise Agent Platform issues (Agent Gateway, Registry, Identity, Policies, Model Armor, Identity-Aware Proxy… |
| agents-deploy 89/100 · B | aws/agent-toolkit-for-aws | Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management… |
| airunway-aks-setup 75/100 · C | microsoft/azure-skills | Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and… |
| aks-gpu-inference 84/100 · B | microsoft/azure-skills | Diagnose Day-2 AKS GPU and KAITO incidents using profile-aware, read-only evidence. WHEN: 'Insufficient nvidia.com/gpu', GPU pod Pending, model-load… |
| aks-known-issues 75/100 · C | microsoft/azure-skills | Lookup documented AKS fixes only when the prompt includes an exact catalog signature and all of its qualifiers: VMCannotFitEphemeralOSDisk… |
| aks-network-capture 82/100 · B | microsoft/azure-skills | Collects bounded packet captures from AKS nodes and Azure network configuration for wire-level evidence. WHEN: "capture packets on an AKS node"… |
| aks-troubleshooting 85/100 · B | microsoft/azure-skills | Debug live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation. WHEN: pod crashes or Pending, CrashLoopBackOff… |
| amazon-braket 72/100 · C | aws/agent-toolkit-for-aws | Runs quantum computing workflows on AWS through Amazon Braket — discovering devices (QPUs and simulators) and their availability, building… |
| amazon-keyspaces 71/100 · C | aws/agent-toolkit-for-aws | Provides authoritative compatibility checks, pricing estimates, connection troubleshooting, pre-warming guidance, and infrastructure mutations for… |
| amc-setup-calibration-stack 81/100 · B | NVIDIA/skills | Launch AutoMagicCalib microservice and web UI from NGC release images via Docker Compose. Use when user says 'deploy auto calibration', 'launch auto… |
| api-gateway-backend-security-and-rate-limiting 89/100 · B | google/skills | Secures and rate limits backend services behind Google Cloud API Gateway across OpenAPI 2.0 and OpenAPI 3.0.x API configurations, including… |
| api-health-monitoring 79/100 · C | LambdaTest/agent-skills | Designs health check endpoints, SLA definitions, alerting rules, observability strategies, and dashboard specs for any API. Use whenever the user… |
| appinsights-instrumentation 67/100 · D | github/awesome-copilot | Instrument a webapp to send useful telemetry data to Azure App Insights |
| application-design-center-design-deploy 85/100 · B | google/skills | Processes GCP infrastructure design and deployment workflows within Application Design Center (ADC). Use when: - Designing GCP infrastructure with… |
| architect-for-startups 80/100 · B | aws/agent-toolkit-for-aws | Startup-tailored AWS architecture advice for non-agent workloads, adjusted to the company's stage (pre-revenue through Series B+), team size… |
| arduino-azure-iot-edge-integration 72/100 · C | github/awesome-copilot | Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and… |
| aspire 80/100 · B | github/awesome-copilot | Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub… |
| authoring-mwaa-workflow 76/100 · C | aws/agent-toolkit-for-aws | Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files for Serverless. Covers operator… |
| autoship 89/100 · B | mblode/agent-skills | Runs a changesets npm release through the version PR, CI publish, and registry verification. Use when asked to "release this package", "autoship"… |
| aws-ai-ml 80/100 · B | aws/agent-toolkit-for-aws | Selects, deploys, and customizes AI models on Amazon SageMaker. Training or Processing jobs, fine-tuning (SFT/DPO/RLVR/RLAIF), model selection… |
| aws-ami-builder 75/100 · C | hashicorp/agent-skills | Build Amazon Machine Images (AMIs) with Packer using the amazon-ebs builder. Use when creating custom AMIs for EC2 instances. |
| aws-amplify 78/100 · C | aws/agent-toolkit-for-aws | Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first). Covers auth (Cognito), data (AppSync/DynamoDB)… |
| aws-auth 68/100 · D | aws/agent-toolkit-for-aws | Adds user authentication to web and mobile apps with Amazon Cognito (user pools and identity pools) and the AWS Amplify client auth libraries… |
| aws-billing-and-cost-management 80/100 · B | aws/agent-toolkit-for-aws | Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute… |
| aws-blocks 77/100 · C | aws/agent-toolkit-for-aws | Guides building full-stack applications with AWS Blocks — an Infrastructure-from-Code framework. Applies when creating APIs, selecting Building… |
| aws-cdk 80/100 · B | aws/agent-toolkit-for-aws | Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python. Covers best practices, stack architecture, and construct… |
| aws-cdk-python-setup 66/100 · D | github/awesome-copilot | Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure… |
| aws-cleanrooms 74/100 · C | aws/agent-toolkit-for-aws | Troubleshoots and debugs AWS Clean Rooms collaboration issues related to IAM roles, S3 bucket policies, KMS keys, Lake Formation permissions, and… |
| aws-cloudformation 72/100 · C | aws/agent-toolkit-for-aws | Authors, validates, and troubleshoots AWS CloudFormation templates. Covers template authoring with secure defaults, local validation with either… |
| aws-cloudwatch-investigation 69/100 · D | github/awesome-copilot | Reusable investigation patterns for AWS CloudWatch: Logs Insights query templates, alarm-to-deployment correlation, blast-radius narrowing decision… |
| aws-containers 70/100 · C | aws/agent-toolkit-for-aws | Builds and deploys containerized workloads on Elastic Kubernetes Service (EKS), Elastic Container Service (ECS), Fargate, and ECR (Elastic Container… |
| aws-cost-optimize 69/100 · D | github/awesome-copilot | Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for… |
| aws-deployment 70/100 · C | aws/agent-toolkit-for-aws | Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact. Covers CodePipeline V2 (triggers… |
| aws-iam 76/100 · C | aws/agent-toolkit-for-aws | Provides verified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, trust policy gotchas, STS… |
| aws-lambda-durable-functions 78/100 · C | aws/agent-toolkit-for-aws | Builds resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and… |
| aws-lambda-managed-instances 76/100 · C | aws/agent-toolkit-for-aws | Evaluates, configures, and migrates workloads to AWS Lambda Managed Instances (LMI). Runs Lambda Event Functions (standard Lambda) on EC2 instances… |
| aws-lambda-microvms 68/100 · D | aws/agent-toolkit-for-aws | Builds, runs, debugs, and operates applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable serverless compute environments… |
| aws-lambda-web-functions 75/100 · C | aws/agent-toolkit-for-aws | Creates and deploys Node.js HTTP web applications on AWS Lambda Web Functions. Guides users through building web apps and APIs with Express… |
| aws-marketplace-metering 75/100 · C | aws/agent-toolkit-for-aws | Deploys, queries, and debugs AWS Marketplace usage-based (PAYG) metering — the pipeline (ResolveCustomer, BatchMeterUsage, EventBridge via SAM) and… |
| aws-messaging-and-streaming 77/100 · C | aws/agent-toolkit-for-aws | Guides general use of AWS messaging and streaming services. Covers Amazon SQS, Amazon SNS, Amazon EventBridge, Amazon MQ, Amazon Kinesis Data… |
| aws-networking 79/100 · C | aws/agent-toolkit-for-aws | Routes AWS networking requests to the correct service skill for implementation. Covers Route 53 (DNS, health checks, routing policies, Resolver, DNS… |
| aws-observability 71/100 · C | aws/agent-toolkit-for-aws | Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch. CloudWatch on an… |
| aws-resilience-lifecycle 81/100 · B | aws/agent-toolkit-for-aws | Guides the end-to-end AWS resilience lifecycle integrating Resilience Hub v2, Fault Injection Service, and Application Recovery Controller. Covers… |
| aws-resource-health-diagnose 67/100 · D | github/awesome-copilot | Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems. |
| aws-sdk-js-v3-usage 80/100 · B | aws/agent-toolkit-for-aws | AWS SDK for JavaScript v3 development patterns. Use when writing JavaScript or TypeScript code that uses AWS services via @aws-sdk/* packages… |
Show the other 259 DevOps and cloud skills
| Skill | Repository | What it does |
|---|---|---|
| aws-secrets-manager 72/100 · C | aws/agent-toolkit-for-aws | Secret safety for AWS Secrets Manager, secret management, credentials, API keys, tokens, and passwords. Prevents AI agents from directly fetching… |
| aws-sms-voice 68/100 · D | aws/agent-toolkit-for-aws | Onboards RCS Business Messaging and Notify OTP via the pinpoint-sms-voice-v2 AWS CLI. Covers creating a branded RCS test agent (logo, banner, rich… |
| aws-storage 73/100 · C | aws/agent-toolkit-for-aws | Selects, investigates, and compares AWS object, file, and block storage services, and answers cost, performance, configuration, security, and… |
| aws-transform 66/100 · D | aws/agent-toolkit-for-aws | Performs code upgrades, migrations, and transformations using the AWS Transform (ATX) CLI. Use when upgrading language versions, migrating AWS SDKs… |
| aws-well-architected-review 76/100 · C | aws/agent-toolkit-for-aws | Performs a full AWS Well-Architected Framework review evaluating every framework question across all pillars discovered from the live AWS… |
| aws-well-architected-review 69/100 · D | github/awesome-copilot | Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements. |
| az-cost-optimize 69/100 · D | github/awesome-copilot | Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified… |
| azure-advisor 78/100 · C | microsoft/azure-skills | Use Azure Advisor recommendations. WHEN: "show Advisor recommendations", "service retirements", "update recommendation status". DO NOT USE FOR… |
| azure-advisor-actionability 62/100 · D | microsoft/azure-skills | Remediate Azure Advisor recommendations. WHEN: "fix Advisor recommendation". |
| azure-ai 77/100 · C | microsoft/azure-skills | Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech… |
| azure-app-onboard 80/100 · B | microsoft/azure-skills | End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval… |
| azure-app-onboard-prereq 71/100 · C | microsoft/azure-skills | Assess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work. Evaluates build health, app completeness… |
| azure-architecture-autopilot 75/100 · C | github/awesome-copilot | Design Azure infrastructure using natural language, or analyze existing Azure resources to auto-generate architecture diagrams, refine them through… |
| azure-cloud-migrate 69/100 · D | microsoft/azure-skills | Assess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports Lambda→Functions, Beanstalk/Heroku/App Engine→App… |
| azure-compliance 69/100 · D | microsoft/azure-skills | Run Azure compliance and security audits with azqr plus Key Vault expiration checks. Covers best-practice assessment, resource review… |
| azure-compute 64/100 · D | microsoft/azure-skills | Azure VM/VMSS router. WHEN: create / provision / deploy / spin-up VM, recommend VM size, compare VM pricing, VMSS, scale set, autoscale, burstable… |
| azure-container-registry-cli 80/100 · B | github/awesome-copilot | Manage Azure Container Registry via the az acr CLI including registries, images, cloud builds, ACR Tasks, authentication, tokens, geo-replication… |
| azure-deploy 85/100 · B | microsoft/azure-skills | Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files. DO NOT use this… |
| azure-deployment-preflight 80/100 · B | github/awesome-copilot | Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission… |
| azure-developer-cli 80/100 · B | github/awesome-copilot | Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD… |
| azure-devops-cli 77/100 · C | github/awesome-copilot | Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use… |
| azure-diagnostics 70/100 · C | microsoft/azure-skills | Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot… |
| azure-enterprise-infra-planner 75/100 · C | microsoft/azure-skills | Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking… |
| azure-image-builder 75/100 · C | hashicorp/agent-skills | Build Azure managed images and Azure Compute Gallery images with Packer. Use when creating custom images for Azure VMs. |
| azure-kubernetes 70/100 · C | microsoft/azure-skills | Plan, create, and configure production-ready Azure Kubernetes Service (AKS) clusters. Covers Day-0 checklist, SKU selection (Automatic vs Standard)… |
| azure-kubernetes-app-deploy 76/100 · C | microsoft/azure-skills | Use when deploying an existing web application or API to an already-running Azure Kubernetes Service cluster. Detects the framework, generates a… |
| azure-kubernetes-automatic-readiness 74/100 · C | microsoft/azure-skills | Assess Kubernetes workloads and cluster configuration for AKS Automatic compatibility. Identifies incompatibilities, generates fixes, and guides… |
| azure-kusto 69/100 · D | microsoft/azure-skills | Query and analyze data in Azure Data Explorer (Kusto/ADX) using KQL for log analytics, telemetry, and time series analysis. WHEN: KQL queries, Kusto… |
| azure-kusto-irql 72/100 · C | microsoft/azure-skills | Compose IRQL (Incident Response Query Language) queries for Kusto cybersecurity investigations. Translates natural language hunting questions into… |
| azure-kusto-irql-graph 70/100 · C | microsoft/azure-skills | Apply IRQL graph functions to KQL or IRQL query results for Kusto Explorer visualization. Generates Lift_To_Graph mappings and composes… |
| azure-local 69/100 · D | microsoft/azure-skills | Plan, deploy, operate, and troubleshoot Azure Local (formerly Azure Stack HCI): sizing and prerequisites, Arc registration, lifecycle updates… |
| azure-local-multi-rack 79/100 · C | microsoft/azure-skills | Plan, deploy, operate, and troubleshoot multi-rack (rack scale) deployments of Azure Local — preintegrated racks scaling to hundreds of machines… |
| azure-prepare 82/100 · B | microsoft/azure-skills | Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI… |
| azure-pricing 82/100 · B | github/awesome-copilot | Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption… |
| azure-quotas 77/100 · C | microsoft/azure-skills | Check/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region selection. WHEN: "check quotas", "service… |
| azure-reliability 72/100 · C | microsoft/azure-skills | Assess and improve the reliability posture of PaaS Applications (Azure Functions and Azure App Service). Scans deployed resources for zone… |
| azure-resource-health-diagnose 67/100 · D | github/awesome-copilot | Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems. |
| azure-resource-lookup 85/100 · B | microsoft/azure-skills | List, find, and show Azure resources across subscriptions or resource groups. Handles prompts like "list the websites in my subscription", "list my… |
| azure-resource-visualizer 77/100 · C | github/awesome-copilot | Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this… |
| azure-resource-visualizer 72/100 · C | microsoft/azure-skills | Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN… |
| azure-role-selector 72/100 · C | github/awesome-copilot | When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that… |
| azure-search-nav 72/100 · C | microsoft/azure-skills | Builds an Azure portal deep link to a specific blade/menu item for supported Microsoft.ContainerService, Microsoft.Kubernetes, and Microsoft.Compute… |
| azure-smart-city-iot-solution-builder 72/100 · C | github/awesome-copilot | Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan… |
| azure-static-web-apps 77/100 · C | github/awesome-copilot | Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local… |
| azure-storage 82/100 · B | microsoft/azure-skills | Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access… |
| azure-to-aws 80/100 · B | aws/agent-toolkit-for-aws | Migrate workloads from Microsoft Azure to AWS. Triggers on: migrate from Azure, Azure to AWS, move off Azure, migrate AKS to EKS, migrate App… |
| azure-upgrade 74/100 · C | microsoft/azure-skills | Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to… |
| azure-validate 67/100 · D | microsoft/azure-skills | Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed… |
| azure-verified-modules 72/100 · C | hashicorp/agent-skills | Azure Verified Modules (AVM) requirements and best practices for developing certified Azure Terraform modules. Use when creating or reviewing Azure… |
| azure-well-architected-review 69/100 · D | github/awesome-copilot | Perform an Azure Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for… |
| bug-receipt 72/100 · C | github/awesome-copilot | Close defects and incidents with a BUG RECEIPT and VERIFIED, PARTIAL, or BLOCKED status after diagnosis, repair, or recovery. |
| capacity 83/100 · B | microsoft/azure-skills | Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal… |
| chatting-with-aws-devops-agent 77/100 · C | aws/agent-toolkit-for-aws | Have a fast, conversational analysis with the AWS DevOps Agent. Use for cost optimization, architecture review, topology mapping, knowledge /… |
| cicd-pipeline-skill 81/100 · B | LambdaTest/agent-skills | Generates CI/CD pipeline configurations for test automation with GitHub Actions, Jenkins, GitLab CI, and Azure DevOps. Includes TestMu AI cloud… |
| cloud-build-basics 87/100 · B | google/skills | Teaches the fundamentals of Cloud Build on Google Cloud. Covers core concepts, API enablement, console navigation to the Build History page, and the… |
| cloud-logging-configuration-basics 84/100 · B | google/skills | Configure single-project Cloud Logging on Google Cloud: regional log buckets, log sinks, log views, restricting or hiding sensitive logs in the… |
| cloud-logging-cross-project-configuration 84/100 · B | google/skills | Configure and troubleshoot Google Cloud cross-project centralized logging and read-time aggregation. Use when: - Setting up log routing from… |
| cloud-logging-query-generation 87/100 · B | google/skills | Generates Logging Query Language (LQL) queries for Cloud Logging on Google Cloud from natural language. Use this skill when you need to query log… |
| cloud-monitoring-chart-generation 84/100 · B | google/skills | Generates Cloud Monitoring Server-Driven UI (SDUI) Widget and XyChart Protocol Buffer textprotos on Google Cloud from resolved PromQL or… |
| cloud-monitoring-list-time-series-request 87/100 · B | google/skills | Generates valid Cloud Monitoring ListTimeSeries requests and aggregation specifications from metric descriptors and resource parameters. Use when… |
| cloud-monitoring-metric-selection 80/100 · B | google/skills | Retrieve, query, and identify relevant Cloud Monitoring metric descriptors on Google Cloud for a service or resource (such as Compute Engine… |
| cloud-monitoring-promql-query 89/100 · B | google/skills | Generates valid PromQL queries from Cloud Monitoring metric descriptors and resource parameters. Use when asked to create, generate, write, or… |
| cloud-run-alert-configuration 89/100 · B | google/skills | Configures best-practice, high-signal alerting policies for Cloud Run resources on Google Cloud (services, jobs, and worker pools) based on seasoned… |
| cloud-run-basics 83/100 · B | google/skills | Manages Cloud Run services, jobs, and worker pools. Use when you need to deploy applications responding to HTTP requests (services), run… |
| cloudflare-deploy 77/100 · C | openai/skills | Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host… |
| cloudflare-email-service 71/100 · C | cloudflare/skills | Implement or troubleshoot Cloudflare Email Sending and Email Routing integrations and their delivery configuration. |
| cloudfront 68/100 · D | aws/agent-toolkit-for-aws | Configures Amazon CloudFront content delivery across six workflows: when to use CloudFront and how it fits with AWS WAF, Shield, CloudFront… |
| configuring-vpc-endpoints-for-private-aws-service-access 74/100 · C | aws/agent-toolkit-for-aws | Configures VPC endpoints (interface and gateway) for private AWS service access using AWS PrivateLink. Use when setting up secure private… |
| connecting-lambda-to-dynamodb 74/100 · C | aws/agent-toolkit-for-aws | Connects an AWS Lambda function to DynamoDB with IAM roles, stream event source mapping, and read/write permissions. Use when setting up… |
| containerize-aspnet-framework 67/100 · D | github/awesome-copilot | Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project. |
| containerize-aspnetcore 67/100 · D | github/awesome-copilot | Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project. |
| contextual-offers-for-startups 77/100 · C | aws/agent-toolkit-for-aws | Surfaces a single, genuinely relevant AWS Activate partner offer as optional context AFTER another AWS Startup Advisor skill has finalized its… |
| cost-analysis 81/100 · B | microsoft/azure-skills | Analyze actual Azure spend, bill changes, and AKS or AI costs. WHEN: "Azure cost breakdown", "most expensive resources", "why did my bill increase"… |
| cost-estimation 81/100 · B | microsoft/azure-skills | Forecast Azure spend and price planned resources or workloads. WHEN: "forecast Azure spending", "project next month cost", "compare forecast to my… |
| cost-governance 81/100 · B | microsoft/azure-skills | Govern Azure costs with budgets, alerts, tags, and policy restrictions. WHEN: "Azure budget health", "configured budget overrun", "list Azure… |
| cost-optimization 81/100 · B | microsoft/azure-skills | Optimize existing Azure resources and analyze Reservations or Savings Plans. WHEN: "optimize Azure costs", "reduce cloud spending", "rightsize… |
| create-github-action-workflow-specification 67/100 · D | github/awesome-copilot | Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance. |
| creating-production-vpc-multi-az 74/100 · C | aws/agent-toolkit-for-aws | Creates a production-ready VPC with public and private subnets across multiple Availability Zones, including internet gateway, NAT gateways, route… |
| customize 84/100 · B | microsoft/azure-skills | Interactive guided deployment flow for Azure OpenAI models with full customization control. Step-by-step selection of model version, SKU… |
| deploy-model 81/100 · B | microsoft/azure-skills | Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments… |
| devops-rollout-plan 66/100 · D | github/awesome-copilot | Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication… |
| directconnect 80/100 · B | aws/agent-toolkit-for-aws | Configures AWS Direct Connect: choosing a connection model (dedicated, hosted, or a link aggregation group) and completing the cross connect… |
| discover-azure-skills 66/100 · D | microsoft/azure-skills | Searches the Azure skills catalog and recommends installable agent skills by matching an Azure task to skill metadata and plugin installation… |
| doca-bare-metal-deployment 82/100 · B | NVIDIA/skills | Running a DOCA-linked binary directly on the hardware, with no container or kubelet: on host x86 with a BlueField NIC over PCIe, or bare-metal on… |
| doca-bf3-deployment 82/100 · B | NVIDIA/skills | Use this skill for BlueField-3 (BF3) day-1 platform bring-up via the classic RShim/BFB path: pushing a BlueField bundle (BFB) to the DPU over RShim… |
| doca-bf4-deployment 82/100 · B | NVIDIA/skills | WARNING: guides IRREVERSIBLE BlueField-4 hardware operations (PLDM firmware burns, ISO reflashes, power cycles, BMC factory resets); every mutating… |
| doca-collectx-deployment 79/100 · C | NVIDIA/skills | Use this skill to deploy and operate a CollectX (clx) based DOCA telemetry collector on a host or BlueField — wiring providers / counters into the… |
| doca-container-deployment 82/100 · B | NVIDIA/skills | Running an in-bundle DOCA service as a container on a BlueField (Argus, DMS, Firefly, or UROM service): kubelet standalone watching a static-pod… |
| doca-dms 73/100 · C | NVIDIA/skills | Operate NVIDIA DOCA Management Service on a BlueField, Arm/x86 host, or Kubernetes pod: from DOCA 3.5 the local `dms-cli` (one command per YANG… |
| doca-firefly 79/100 · C | NVIDIA/skills | Use this skill when the user is operating the DOCA Firefly Service container on BlueField — picking the four PTP configuration axes (role / profile… |
| doca-hardware-safety 83/100 · B | NVIDIA/skills | Use this skill whenever the agent is about to recommend or apply a change that touches DPU / NIC hardware state on a live system — mlxconfig… |
| doca-upgrade 83/100 · B | NVIDIA/skills | Changing DOCA versions safely: upgrading or downgrading the host DOCA packages, refreshing the BlueField BFB, bumping the NGC DOCA container tag, or… |
| doca-urom-svc 82/100 · B | NVIDIA/skills | Operate the DOCA UROM Service container on BlueField Arm for remote memory operations (puts, gets, atomics, collectives) enqueued by a paired host… |
| durable-objects 69/100 · D | cloudflare/skills | Build, debug, or review Cloudflare Durable Objects code for persistent state and coordination. |
| dynamo-interconnect-check 75/100 · C | NVIDIA/skills | Validate that a Dynamo deployment's NIXL/UCX/NCCL interconnect is ready for disaggregated serving over RDMA/NVLink. Use after recipe-runner brings a… |
| dynamo-recipe-runner 83/100 · B | NVIDIA/skills | Select, validate, patch, and deploy existing NVIDIA Dynamo Kubernetes recipes. Use for model/backend/GPU/deployment-mode recipe bring-up; use… |
| dynamo-router-starter 83/100 · B | NVIDIA/skills | Start or patch Dynamo router modes and run router endpoint smoke checks. Use for round-robin, KV-aware, least-loaded, or device-aware routing setup… |
| dynamo-troubleshoot 83/100 · B | NVIDIA/skills | Diagnose failed or unhealthy Dynamo deployments. Use when pods, model-cache jobs, PVCs, workers, frontend/router health, endpoints, or benchmark… |
| eas-hosting 84/100 · B | expo/skills | Deploy Expo websites and Expo Router API routes to EAS Hosting - export the web bundle, run eas deploy for production and PR preview URLs, manage… |
| eas-update 86/100 · B | expo/skills | Configure and use EAS Update for over-the-air JavaScript and asset updates with expo-updates and EAS CLI. Use when setting up OTA updates, running… |
| eas-workflows 84/100 · B | expo/skills | Helps understand and write EAS workflow YAML files for Expo projects. Use this skill when the user asks about CI/CD or workflows in an Expo or EAS… |
| enabling-lambda-vpc-internet-access 74/100 · C | aws/agent-toolkit-for-aws | Enables internet access for AWS Lambda functions deployed in VPC subnets by creating NAT Gateway infrastructure, configuring public/private subnet… |
| entra-app-registration 84/100 · B | microsoft/azure-skills | Guides Microsoft Entra ID app registration, OAuth 2.0 authentication, and MSAL integration. USE FOR: create app registration, register Azure AD app… |
| exploring-data-catalog 84/100 · B | aws/agent-toolkit-for-aws | Full inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs. Triggers on: inventory… |
| functions 75/100 · C | browserbase/skills | Deploy serverless browser automation as cloud functions using Browserbase. Use when the user wants to deploy browser automation to run on a schedule… |
| gateway-workers 67/100 · D | cloudflare/skills | Build, debug, or review Cloudflare Workers invoked by the Forward action in Gateway HTTP policies, including the GatewayMiddleware entrypoint… |
| gcloud 87/100 · B | google/skills | Provides safety-critical validation, guardrails, and data reduction for gcloud CLI operations across Google Cloud Platform (GCP) services and… |
| gcp-to-aws 74/100 · C | aws/agent-toolkit-for-aws | Migrate workloads from Google Cloud Platform to AWS — plus AI and agentic workloads from any provider. Triggers on: migrate from GCP, GCP to AWS… |
| gem-devops-guidelines 74/100 · C | github/awesome-copilot | Design or review infrastructure, deployment, CI/CD, Docker, Kubernetes, health checks, rollback, feature flags, production readiness, and mobile… |
| gha 65/100 · D | ykdojo/claude-code-tips | Analyze GitHub Actions failures and identify root causes |
| gke-ai-troubleshooting-handle-disruption-gpu-tpu 84/100 · B | google/skills | Diagnoses, predicts, and mitigates node disruptions during Compute Engine host maintenance and hardware or software maintenance events for GPU and… |
| gke-ai-troubleshooting-jobset-interruption 89/100 · B | google/skills | Diagnoses GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads autonomously. Use when troubleshooting JobSet restart… |
| gke-ai-troubleshooting-node-unresponsive-timeout 87/100 · B | google/skills | Diagnose and mitigate GKE TPU or GPU nodes stuck in NotReady / NodeStatusUnknown ("Kubelet stopped posting node status") due to host kernel panics… |
| gke-ai-troubleshooting-tpu-dynamic-slices-monitoring 89/100 · B | google/skills | Monitors, troubleshoots, and manages GKE TPU Dynamic Slices custom resources. Use when checking TPU slice lifecycle states, troubleshooting slice… |
| gke-ai-troubleshooting-tpu-metrics-monitoring 89/100 · B | google/skills | Monitors and troubleshoots GKE TPU workloads, nodes, and node pools using GKE system metrics and PromQL. Use when monitoring TensorCore duty cycle… |
| gke-ai-troubleshooting-tpu-mxla-hang 85/100 · B | google/skills | Diagnose GKE Cloud TPU multi-slice training hangs (Megascale `HANG_DETECTED` logs and hang monitored events) using the ML Diagnostics `Megascale XLA… |
| gke-ai-troubleshooting-tpu-partition-overlap 84/100 · B | google/skills | Diagnose and resolve GKE TPU slice creation failures (SliceCreationFailed) caused by partition overlap conflicts where requested TPU partitions or… |
| gke-ai-troubleshooting-tpu-performance-degradation 85/100 · B | google/skills | Diagnose GKE Cloud TPU training throughput drops and step-time regressions (15%+ TPU duty-cycle drop) using ML Diagnostics Workload Monitoring… |
| gke-ai-troubleshooting-tpu-reservation-stockout 82/100 · B | google/skills | Diagnose and resolve cluster-wide GKE TPU node pool creation or scale-up failures caused by Compute Engine reservation stockouts (GCE_STOCKOUT… |
| gke-ai-troubleshooting-tpu-slice-mig-stuck-updating 82/100 · B | google/skills | Diagnose and resolve GKE TPU Dynamic Slice creation and JobSet scheduling failures blocked by underlying Compute Engine managed instance groups… |
| gke-ai-troubleshooting-tpu-vbar-oom 89/100 · B | google/skills | Diagnoses and prevents vbar_control_agent segfaults, out-of-memory (OOM) errors, and TPU device initialization failures on TPU v6e nodes in GKE… |
| gke-ai-troubleshooting-tpu-vm-repair-stuck 82/100 · B | google/skills | Diagnose GKE TPU VM instances stuck in Compute Engine repair (REPAIRING state) after host errors, maintenance events, or faulty host reports in… |
| gke-alert-configuration 89/100 · B | google/skills | Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed… |
| gke-app-onboarding 87/100 · B | google/skills | Manages GKE application onboarding, covering containerization, deployment manifests, and migration. Use when onboarding or deploying an application… |
| gke-backup-dr 84/100 · B | google/skills | Configures Backup for GKE: the BackupRestore cluster addon, BackupPlan and RestorePlan resources, restore workflows, and CMEK-encrypted backups. Use… |
| gke-basics 84/100 · B | google/skills | Manages core GKE cluster provisioning, credentials, Autopilot vs Standard selection, and workload deployment. Use when creating GKE clusters… |
| gke-batch-hpc 84/100 · B | google/skills | Runs batch and HPC workloads on GKE, utilizing job queues and parallel processing. Use when running GKE batch jobs, configuring GKE HPC, or setting… |
| gke-cluster-autoscaler 87/100 · B | google/skills | Trigger on mention of GKE cluster autoscaler, node autoscaling, node pool auto-creation / node auto-provisioning. Provides guidance on enabling and… |
| gke-cluster-creation 84/100 · B | google/skills | Plans and executes GKE cluster creation, provisioning, and production readiness audits using pre-defined templates (Autopilot, Standard Regional… |
| gke-compute-classes 84/100 · B | google/skills | Configures, optimizes, and troubleshoots GKE ComputeClasses. Use when configuring Spot VMs with on-demand fallback, targeting specific accelerators… |
| gke-cost-analysis 87/100 · B | google/skills | Answer natural language questions and perform analysis on GKE cluster and workload costs using BigQuery billing exports, cost allocation data, and… |
| gke-cost-optimization 84/100 · B | google/skills | Optimizes GKE costs, rightsizes workloads, and configures Spot VMs, CUDs, cost allocation, and resource quotas. Use when optimizing GKE cluster or… |
| gke-custom-golden-image-discovery 81/100 · B | google/skills | Discovers golden base images for creating GKE custom node images based on technical specifications or context clues. Use when finding the golden… |
| gke-golden-path 84/100 · B | google/skills | Provides GKE golden path configuration defaults, production readiness checklists, and cluster default patterns. Use when designing GKE clusters… |
| gke-manifest-generation 85/100 · B | google/skills | Generates and updates secure, production-ready Kubernetes YAML manifests optimized for GKE Autopilot and GKE Standard clusters. Use when creating or… |
| gke-multitenancy 84/100 · B | google/skills | Plans and configures multi-tenancy on GKE. Covers namespace isolation, RBAC planning for teams, resource quotas, LimitRanges, network isolation, and… |
| gke-networking 84/100 · B | google/skills | Plans, configures, and manages core GKE cluster networking. Covers private clusters, VPC-native configurations, DNS, node egress, Dataplane V2, and… |
| gke-node-notready 84/100 · B | google/skills | Diagnoses GKE nodes reporting NotReady or Unknown status by inspecting node conditions, events, kubelet/containerd logs, and node metrics, then… |
| gke-observability 84/100 · B | google/skills | Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus. Use when configuring GKE monitoring, setting up GKE… |
| gke-productionize 84/100 · B | google/skills | Orchestrates comprehensive production readiness reviews and assessments for GKE clusters and workloads across scalability, security, reliability… |
| gke-reliability 84/100 · B | google/skills | Improves GKE workload reliability, using PDBs, health probes, and topology spread constraints. Use when configuring GKE workload reliability… |
| gke-service-networking 84/100 · B | google/skills | Configures GKE edge networking, traffic routing, load balancing, and private service endpoints. Use when configuring Gateway API manifests, standard… |
| gke-storage 84/100 · B | google/skills | Manages GKE storage, including PVCs, PersistentVolumes, and Filestore. Use when configuring GKE storage or creating PVCs. For GCS FUSE mounts, use… |
| gke-storage-troubleshooting 84/100 · B | google/skills | Diagnoses GKE persistent-storage failures — volume attach/mount errors (Regional PD on optimized VMs, fsGroup mount timeouts), disk-performance and… |
| gke-upgrades 86/100 · B | google/skills | Plans, executes, and validates Google Kubernetes Engine (GKE) cluster upgrades and maintenance operations for both Standard and Autopilot clusters… |
| gke-workload-identity 85/100 · B | google/skills | Configures and diagnoses Workload Identity Federation for GKE authentication failures for Pods (403 "iam.serviceAccounts.getAccessToken" /… |
| gke-workload-scaling 84/100 · B | google/skills | Manages scaling for GKE workloads using HPA and VPA. Use when configuring Horizontal Pod Autoscaler (HPA), configuring Vertical Pod Autoscaler… |
| gke-workload-scaling-troubleshooting 82/100 · B | google/skills | Diagnoses GKE HorizontalPodAutoscaler (HPA) failures — metrics showing as <unknown>, FailedGetResourceMetric / FailedGetScale /… |
| gke-workload-troubleshooting 84/100 · B | google/skills | Diagnoses GKE workload failures (CrashLoopBackOff, OOMKilled, ImagePullBackOff, Pending, etc.) via logs and events. Use when pods fail to start or… |
| go-build-release 93/100 · A | eduardo-sl/go-agent-skills | Build and release Go binaries that are reproducible and verifiable: version stamping, -trimpath builds, cross-compilation, GoReleaser, checksums… |
| go-observability 95/100 · A | eduardo-sl/go-agent-skills | Structured logging, distributed tracing, metrics, and health checks for Go services. Covers slog, OpenTelemetry, Prometheus, and observability best… |
| google-cloud-filestore-autoscale 87/100 · B | google/skills | Inspects Filestore capacity and utilization on Google Cloud, evaluates storage scaling rules, and performs capacity autoscaling (scale UP for low… |
| google-cloud-filestore-nfs-browser 89/100 · B | google/skills | Inspects, searches, and reads files and POSIX metadata on Filestore (NFS) instances on Google Cloud without local NFS client packages or root… |
| google-cloud-global-frontend-configuration 83/100 · B | google/skills | Guides agents through a 6-step discovery process to design and deploy Google Cloud global external Application Load Balancers with Cloud CDN, Cloud… |
| google-cloud-networking-observability 87/100 · B | google/skills | Investigates Google Cloud networking issues by analyzing GCP logs, metrics, and diagnostics. Use when investigating dropped network traffic, packet… |
| google-cloud-recipe-foundation-builder 87/100 · B | google/skills | Deploys a baseline landing zone foundation for a Google Cloud Organization, establishing security guardrails using Organization Policies, resource… |
| google-cloud-recipe-onboarding 87/100 · B | google/skills | Guides a developer's first steps on Google Cloud, covering account creation, billing setup, project management, and deploying a first resource. Use… |
| google-cloud-slo-alert-configuration 87/100 · B | google/skills | Configures Cloud Monitoring PromQL-based Service Level Objective (SLO) alerting policies on Google Cloud for resources registered in App Hub or… |
| google-cloud-solution-guided-gke-ai-migration 79/100 · C | google/skills | Guides the migration of existing AI workloads (Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted GKE inference using gcloud… |
| google-cloud-solution-n-tier-serverless-web-app 87/100 · B | google/skills | Assists in designing and implementing secure n-tier serverless web applications and microservices on Google Cloud. Use when users need architecture… |
| google-cloud-storage-basics 83/100 · B | google/skills | Stores, retrieves, and manages data as objects in Cloud Storage on Google Cloud (also known colloquially as GCS) buckets. Use when you need to… |
| google-cloud-storage-bucket-architect 86/100 · B | google/skills | Creates Cloud Storage on Google Cloud (also known colloquially as GCS) buckets. Analyzes the workload (sensitive data, media hosting, ingestion, web… |
| google-cloud-storage-fuse 74/100 · C | google/skills | Mounts Cloud Storage buckets on Google Cloud as a POSIX file system using Cloud Storage FUSE (and the gcsfuse CLI tool). Use when interacting with… |
| google-cloud-waf-cost-optimization 84/100 · B | google/skills | Evaluates Google Cloud workloads for cost efficiency and FinOps alignment using the Google Cloud Well-Architected Framework Cost Optimization… |
| google-cloud-waf-operational-excellence 80/100 · B | google/skills | Generates operational guidance for CI/CD deployment pipelines, observability, monitoring, logging, and incident management on Google Cloud based on… |
| google-cloud-waf-performance-optimization 80/100 · B | google/skills | Generates performance-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Performance Optimization… |
| google-cloud-waf-reliability 80/100 · B | google/skills | Generates guidance for reliability, resilience, availability, redundancy, fault-tolerance, and disaster recovery (DR) for Google Cloud workloads… |
| google-cloud-waf-sustainability 82/100 · B | google/skills | Provides recommendations for environmental sustainability, carbon footprint reduction, and energy efficiency based on the Sustainability pillar of… |
| gtm-partnership-architecture 77/100 · C | github/awesome-copilot | Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships… |
| heroku-to-aws 79/100 · C | aws/agent-toolkit-for-aws | Migrate workloads from Heroku to AWS. Triggers on: migrate from Heroku, Heroku to AWS, move off Heroku, migrate Heroku Postgres to RDS, migrate… |
| hf-cloud-aws-context-discovery 83/100 · B | huggingface/skills | Discover the user's local AWS context (active profile, region, account ID, caller identity) at the start of any AWS task. Use this skill before any… |
| hf-cloud-sagemaker-deployment-planner 79/100 · C | huggingface/skills | Plan and coordinate the deployment of a model to Amazon SageMaker AI. Use this skill whenever the user wants to deploy, host, serve, or expose a… |
| import-infrastructure-as-code 77/100 · C | github/awesome-copilot | Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-engineer live… |
| incident-postmortem 80/100 · B | github/awesome-copilot | Use when an outage, production incident, or significant service degradation has occurred and the team needs to write a structured blameless… |
| investigating-incidents-with-aws-devops-agent 80/100 · B | aws/agent-toolkit-for-aws | Run a deep root-cause investigation on the AWS DevOps Agent. Use when the user describes an incident, alarm, outage, or unexplained behavior —… |
| knowledge-base-for-startups 82/100 · B | aws/agent-toolkit-for-aws | AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles… |
| landing-report 64/100 · D | garrytan/gstack | Read-only queue dashboard for workspace-aware ship. (gstack) |
| langgraph-cli 69/100 · D | langchain-ai/langchain-skills | INVOKE THIS SKILL when using the langgraph CLI to scaffold, develop, build, or deploy LangGraph applications. Covers langgraph new, dev, build, up… |
| launch-with-aws 83/100 · B | aws/agent-toolkit-for-aws | Migrates vibe-coded web applications to AWS. Handles the full workflow from analysis through migration to deployment, producing deployable AWS… |
| llm-to-bedrock 73/100 · C | aws/agent-toolkit-for-aws | Use when the user wants to migrate code that calls OpenAI, Gemini/Google AI, or the Anthropic API to Amazon Bedrock — a pure model/SDK rewrite… |
| managing-amazon-kinesis-data-streams 79/100 · C | aws/agent-toolkit-for-aws | Operates Amazon Kinesis Data Streams (KDS). Covers streaming tables and Amazon S3 delivery - serverless, fully managed delivery from a KDS stream to… |
| managing-amazon-msk 82/100 · B | aws/agent-toolkit-for-aws | Operates Amazon MSK Provisioned clusters (Standard and Express brokers). Required for ANY MSK Provisioned task — training data conflates Standard… |
| mcore-create-issue 66/100 · D | NVIDIA/skills | Investigate a failing GitHub Actions run or job and create a GitHub issue for the failure. |
| mirrord-db-branching 69/100 · D | metalbear-co/skills | Helps users configure mirrord.json for database branching, enabling isolated database copies for safe development and testing. Use when the user… |
| mirrord-header-propagation 70/100 · C | metalbear-co/skills | Makes a codebase propagate W3C baggage (the `baggage` header carrying `mirrord-session=<key>`) end to end, so mirrord HTTP filters, preview… |
| mirrord-prev-env 69/100 · D | metalbear-co/skills | Help users create and manage mirrord preview environments — running a modified service as an isolated pod in a shared Kubernetes cluster, scoped by… |
| mirrord-propagation-discovery 72/100 · C | metalbear-co/skills | Scans a live Kubernetes environment with `mirrord dump` to find an identifier mirrord can filter traffic on: a header, a `baggage` or `tracestate`… |
| modal 85/100 · B | K-Dense-AI/claude-scientific-skills | Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use when deploying or serving AI/ML models, running… |
| modal-serverless-gpu 69/100 · D | Orchestra-Research/AI-Research-SKILLs | Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying ML… |
| multi-stage-dockerfile 62/100 · D | github/awesome-copilot | Create optimized multi-stage Dockerfiles for any language or framework |
| multi-tenant-architecture 87/100 · B | mblode/agent-skills | Designs tenant isolation, hostname routing, custom-domain lifecycle, and plan limits on Cloudflare or Vercel. Use when asked to "isolate tenant… |
| mvvm-toolkit 72/100 · C | github/awesome-copilot | CommunityToolkit.Mvvm (the MVVM Toolkit) core: source generators ([ObservableProperty], [RelayCommand], [NotifyPropertyChangedFor]… |
| mvvm-toolkit-messenger 72/100 · C | github/awesome-copilot | CommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between ViewModels (or any objects). Covers WeakReferenceMessenger vs… |
| netlify-deploy 77/100 · C | openai/skills | Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on… |
| observability-baseline 71/100 · C | avelikiy/great_cto | Scaffold-time observability so a shipped product is not blind in prod from day one — error capture (Sentry), request-id structured logging, and… |
| operate-on-aws 74/100 · C | aws/agent-toolkit-for-aws | Operate a live AWS workload with AWS DevOps Agent — incident investigation, root-cause analysis, and release-readiness review — for startups with no… |
| paidf-orchestration-setup 75/100 · C | NVIDIA/skills | Audit, prepare, and deploy PAIDF Orchestration on a Kubernetes GPU cluster - single-GPU H100/L40S hosts, managed Kubernetes, kubeadm, and similar… |
| persona-it-admin 53/100 · D | googleworkspace/cli | Administer IT — monitor security and configure Workspace. |
| phoenix-tracing 82/100 · B | github/awesome-copilot | OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or… |
| physical-ai-infrastructure-setup-and-resilient-scaling 78/100 · C | NVIDIA/skills | Use when the user wants to set up, scale, validate, or harden NVIDIA physical AI infrastructure for synthetic data generation workflows across local… |
| preset 84/100 · B | microsoft/azure-skills | Intelligently deploys Azure OpenAI models to optimal regions by analyzing capacity across all available regions. Automatically checks current region… |
| processing-s3-uploads-with-step-functions 74/100 · C | aws/agent-toolkit-for-aws | Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size. Uses EventBridge to… |
| project-artifact 75/100 · C | anthropics/claude-plugins-official | Generate and publish a project status artifact — an opinionated, tabbed status page for a project too big for one update (overview & success… |
| python-appservice-deploy 86/100 · B | microsoft/azure-skills | Deploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: "Flask App Service", "Django App Service", "FastAPI App Service"… |
| python-azure-iot-edge-modules 70/100 · C | github/awesome-copilot | Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks. |
| qdrant-monitoring-debugging 73/100 · C | qdrant/skills | Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory… |
| qdrant-monitoring-setup 73/100 · C | qdrant/skills | Guides Qdrant monitoring setup including Prometheus scraping, health probes, Hybrid Cloud metrics, alerting, and log centralization. Use when… |
| qdrant-performance-optimization 73/100 · C | github/awesome-copilot | Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when… |
| quarkus-native-and-container 77/100 · C | github/awesome-copilot | Build Quarkus native executables (Mandrel/GraalVM), fix native failures with reflection registration, test the native binary, and produce container… |
| querying-aws-s3 67/100 · D | aws/agent-toolkit-for-aws | Queries S3 object metadata, tracks bucket activity, audits object changes, searches annotations, and analyzes storage metrics using S3 Metadata… |
| recovery-controller-setup 70/100 · C | aws/agent-toolkit-for-aws | Configures AWS Application Recovery Controller (ARC) for operational resilience: routing controls with safety rules for cross-Region failover, and… |
| release-it 81/100 · B | wondelai/skills | Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic. Use when the user mentions… |
| render-deploy 77/100 · C | openai/skills | Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants… |
| resilience-hub-failure-mode-assessment 77/100 · C | aws/agent-toolkit-for-aws | Runs and interprets AWS Resilience Hub v2 failure mode assessments. Covers starting assessments, understanding findings (severity, categories… |
| resilience-hub-getting-started 77/100 · C | aws/agent-toolkit-for-aws | Sets up AWS Resilience Hub v2 from scratch: creates resilience policies with SLO targets, registers systems and user journeys, onboards services… |
| sandbox-migrate-to-next 70/100 · C | cloudflare/skills | Migrate Cloudflare Sandbox apps from stable @cloudflare/sandbox to @cloudflare/sandbox@next (SDK 1.0 preview). Use sandbox-next for apps already on… |
| sandbox-npm-install 79/100 · C | github/awesome-copilot | Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a… |
| sandbox-stable 70/100 · C | cloudflare/skills | Build or maintain Cloudflare Sandbox apps on the stable @cloudflare/sandbox package. Use sandbox-next for preview apps and sandbox-migrate-to-next… |
| setting-up-cloudtrail-multi-region 74/100 · C | aws/agent-toolkit-for-aws | Enables a multi-region AWS CloudTrail trail with S3 log storage, CloudWatch Logs integration, and CloudWatch Logs Insights queries for security… |
| setting-up-cloudwatch-observability 68/100 · D | aws/agent-toolkit-for-aws | Sets up CloudWatch observability for the first time - Omni (CloudWatch Application Observability) and classic CloudWatch. Omni: creating a Space or… |
| setting-up-ec2-instance-profiles 74/100 · C | aws/agent-toolkit-for-aws | Configures EC2 instances to securely call AWS services by creating and attaching IAM roles via instance profiles, eliminating hardcoded credentials… |
| shieldadvanced 76/100 · C | aws/agent-toolkit-for-aws | Configures AWS Shield Advanced for enhanced Distributed Denial of Service (DDoS) protection: subscribing accounts and adding resource protections… |
| shopify-review-triage 80/100 · B | github/awesome-copilot | Use this skill when someone wants public Shopify App Store reviews, low-star reviews, or merchant feedback triaged, prioritized, clustered, or… |
| signing-in-to-aws 72/100 · C | aws/agent-toolkit-for-aws | Gets AWS credentials for CLI/SDK access via `aws login`. Activates when a developer needs to authenticate to AWS for local development, when an AWS… |
| sitetositevpn 80/100 · B | aws/agent-toolkit-for-aws | Configures AWS Site-to-Site VPN: creating an IPsec VPN connection between an on-premises network and a VPC, choosing the target gateway (virtual… |
| skypilot-multi-cloud-orchestration 69/100 · D | Orchestra-Research/AI-Research-SKILLs | Multi-cloud orchestration for ML workloads with automatic cost optimization. Use when you need to run training or batch jobs across multiple clouds… |
| sre-engineer 84/100 · B | jeffallan/claude-skills | Defines service level objectives, creates error budget policies, designs incident response procedures, develops capacity models, and produces… |
| start-building-for-startups 74/100 · C | aws/agent-toolkit-for-aws | Interactive discovery + implementation workflow that gathers requirements through picker-based questions (intent, scope, constraints, preferences)… |
| tao-run-on-brev 80/100 · B | NVIDIA/skills | Run a TAO training/evaluation/inference container on an NVIDIA Brev GPU instance. Instance provisioning (create/search/stop/delete/login) is… |
| tao-run-on-docker 85/100 · B | NVIDIA/skills | The Docker execution platform for TAO jobs — a local daemon or a remote GPU box via DOCKER_HOST=ssh://user@host. Implements the four-verb consumer… |
| tao-run-on-kubernetes 87/100 · B | NVIDIA/skills | Kubernetes execution platform — submits TAO container jobs as k8s Jobs with NVIDIA GPU scheduling; single-pod for one node, Indexed Jobs for… |
| tao-run-on-slurm 88/100 · B | NVIDIA/skills | Remote SLURM GPU cluster execution over SSH with sbatch/srun, Pyxis/Enroot containers, and Lustre-backed results. Use when running TAO… |
| tao-run-on-virtualenv 88/100 · B | NVIDIA/skills | Run a Python training/eval script directly in an existing local virtualenv — no docker, no container. Implements the four-verb consumer contract… |
| tao-setup-nvidia-gpu-host 88/100 · B | NVIDIA/skills | Host setup for TAO GPU backends. Checks and, after user approval, installs minimum-compatible NVIDIA driver, CUDA Toolkit, and NVIDIA Container… |
| terraform-azurerm-set-diff-analyzer 76/100 · C | github/awesome-copilot | Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and… |
| terraform-engineer 84/100 · B | jeffallan/claude-skills | Use when implementing infrastructure as code with Terraform across AWS, Azure, or GCP. Invoke for module development (create reusable modules… |
| terraform-policy 72/100 · C | hashicorp/agent-skills | Write, test, or convert Terraform Policy files (.policy.hcl, .policytest.hcl, Sentinel→tfpolicy). Triggers: policy.hcl, policytest, convert… |
| tf-best-practices 77/100 · C | aws/agent-toolkit-for-aws | Best-practice authoring guidance AND a read-only policy gate for AWS Terraform generated by a migration skill. Load during any phase that writes a… |
| timestream-influxdb 74/100 · C | aws/agent-toolkit-for-aws | Retrieves authoritative guidance on Amazon Timestream for InfluxDB across its supported engine variants. Applicable to any InfluxDB-on-AWS request… |
| transitgateway 68/100 · D | aws/agent-toolkit-for-aws | Configures AWS Transit Gateway: creating a hub and attaching VPCs, segmenting traffic with route tables, centralizing egress and inspection through… |
| update-avm-modules-in-bicep 62/100 · D | github/awesome-copilot | Update Azure Verified Modules (AVM) to latest versions in Bicep files. |
| uptime-monitor 69/100 · D | gooseworks-ai/goose-skills | Monitor website uptime - check availability, response times, and status |
| utility-pm-release-conductor 83/100 · B | product-on-purpose/pm-skills | Walk the guided 6-gate release runbook (G0 readiness, G1 adversarial review, G2 version bump and CHANGELOG, G2.5 commit and re-verify, G3 tag and… |
| vcpkg 78/100 · C | github/awesome-copilot | Guide for setting up vcpkg in C++ projects, managing dependency versions, and cross-compiling. Covers manifest initialization, CMake and Visual… |
| vercel-cli-with-tokens 78/100 · C | vercel-labs/agent-skills | Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive… |
| vercel-deploy 76/100 · C | openai/skills | Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push… |
| vercel-optimize 80/100 · B | vercel-labs/agent-skills | Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel… |
| vss-deploy-dense-captioning 85/100 · B | NVIDIA/skills | Use this skill when deploying standalone RT-VLM dense captioning or calling its REST API (uploads, captions, streams, chat-completions, Kafka). Not… |
| vss-deploy-detection-tracking-3d 73/100 · C | NVIDIA/skills | Deploy and operate the RTVI-CV-3D microservice as MV3DT (`MODE=mv3dt`): per-camera DeepStream perception plus BEV Fusion over calibrated cameras… |
| vss-deploy-profile 87/100 · B | NVIDIA/skills | Use to select, configure, deploy, verify, debug, or tear down a VSS profile (base, search, lvs, warehouse, edge). Not for standalone microservices —… |
| vss-deploy-video-embedding 81/100 · B | NVIDIA/skills | Use this skill when deploying, operating, or integrating the VSS 3.2 GA RT-Embed Video Embedding microservice. Covers Docker Compose bring-up, GPU… |
| vss-manage-alerts 87/100 · B | NVIDIA/skills | Use for VSS alert workflows — real-time monitoring, Alert-Bridge subscriptions, Slack notifications, incident queries, camera onboarding. Not for… |
| vss-setup-behavior-analytics 83/100 · B | NVIDIA/skills | Use to deploy the vss-behavior-analytics service standalone (entrypoint, config-source, optional calibration). Not for the full warehouse deploy. |
| vss-setup-video-analytics-api 85/100 · B | NVIDIA/skills | Use to deploy the vss-video-analytics-api REST service standalone (config-source, data-log bind, Elasticsearch, optional Kafka). Not for full… |
| well-architected 74/100 · C | avelikiy/great_cto | 6-pillar architecture review framework. Adapted from AWS Well-Architected for use by great_cto's architect agent on every non-nano ARCH document… |
| wizard 78/100 · C | mattpocock/skills | Generate an interactive bash wizard that walks a human through steps only they can perform. Use when provisioning infrastructure, setting up… |
| workers-profiling 65/100 · D | cloudflare/skills | Profile or debug CPU usage and memory allocation in deployed Cloudflare Workers and Durable Objects. Then use this information to optimize your code. |
| workload-manager-basics 85/100 · B | google/skills | Use this skill to manage Google Cloud Workload Manager evaluations, rules, scanned resources, and validation results by using public client… |
| wrangler 74/100 · C | cloudflare/skills | Run or troubleshoot Wrangler CLI commands in projects that have a wrangler.jsonc, wrangler.json, or wrangler.toml file, including local development… |
How to choose DevOps and cloud skills
Prefer the platform's own skills. Cloud and infrastructure vendors publish skills that follow their current CLI and API, and the directory marks them Official.
These skills act on real infrastructure. Check the tool permissions and environment variables listed under Before you install, and run them first against a staging account.
For infrastructure as code, keep the skill and your module versions in step; a skill written for an older provider version can suggest arguments that no longer exist.
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