Agent skills for DevOps Engineers

262 agent skills are labelled for DevOps Engineers work. They are listed by code score, out of 100.

The 200 highest-scoring

iap-agent-platform-troubleshooting google/skills
Diagnoses Identity-Aware Proxy (IAP) denials of outbound requests from Gemini Enterprise Agent Platform agents that run on Agent Runtime and send traffic through Agent Gateway. Us…

Verified96A
api-gateway-mcp-server google/skills
Configures Google Cloud API Gateway to act as a remote Model Context Protocol (MCP) server (Public Preview) that exposes REST APIs as agent tools over HTTP (POST /mcp). Use when m…

Verified94A
pathways-workload google/skills
Debugs failed, crashing or hung Pathways on Cloud workloads (JAX training or inference on Cloud TPU in GKE, run as a JobSet, PathwaysJob or LeaderWorkerSet). Reads Cloud Logging f…

Verified93A
cloud-monitoring-notification-channels-configuration google/skills
Generates Terraform HCL configurations for Cloud Monitoring notification channels (`google_monitoring_notification_channel`) and adds notification channels to alerting policies (`…

Verified91A
cloud-monitoring-promql-query google/skills
Generates valid PromQL queries from Cloud Monitoring metric descriptors and resource parameters. Use when asked to create, generate, write, or format PromQL queries, PromQL string…

Verified90A
agent-platform-troubleshooting google/skills
Troubleshoots Google Cloud Gemini Enterprise Agent Platform issues across Agent Gateway, Agent Connectivity Templates (ACT), Agent Registry, Agent Identity, Identity-Aware Proxy (…

Verified89A
agent-platform-alert-configuration google/skills
Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration files. Use when analyzing, writing,…

Verified88A
cloudflare-temporary-deploy NousResearch/hermes-agent
Deploy a Worker live, no account, via wrangler --temporary.

Verified87A
api-gateway-backend-security-and-rate-limiting 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 MCP-enabled gateways. Use when configur…

Verified86A
gke-ai-troubleshooting-tpu-dynamic-slices-monitoring google/skills
Monitors, troubleshoots, and manages GKE TPU Dynamic Slices custom resources. Use when checking TPU slice lifecycle states, troubleshooting slice provisioning failures, validating…

Verified86A
gke-ai-troubleshooting-tpu-vbar-oom 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 caused by race conditions during TP…

Verified86A
add-vercel nanocoai/nanoclaw
Add Vercel deployment capability to NanoClaw agents. Installs the Vercel CLI in agent containers and sets up OneCLI credential injection for api.vercel.com. Use when the user want…

Verified85A
provider-framework-migration hashicorp/agent-skills
Migrate Terraform provider resources and data sources from Plugin SDKv2 to the Plugin Framework: muxing both plugins in one provider (terraform-plugin-mux, tf5to6server), per-reso…

Verified85A
application-design-center-design-deploy google/skills
Processes GCP infrastructure design and deployment workflows within Application Design Center (ADC). Use when: - Designing GCP infrastructure with Terraform. - Validating local HC…

Verified84B
render-deploy tech-leads-club/agent-skills
Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or se…

84B
azure-reliability microsoft/skills
Assess and improve the reliability posture of PaaS Applications (Azure Functions and Azure App Service). Scans deployed resources for zone redundancy, ZRS storage, health probes,…

Verified84B
setup-wizard-generator NousResearch/hermes-agent
Generate a bash wizard guiding a human through manual setup.

Verified83B
sandbox-npm-install 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 container where the workspace is moun…

Verified83B
render-deploy davila7/claude-code-templates
Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or se…

Verified83B
agent-platform-deploy google/skills
Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check the status of an in-progress deployment operation, or clean up resources by undeploying m…

Verified83B
api-gateway-troubleshooting google/skills
Diagnoses failing requests and deployment errors on Google Cloud API Gateway. Use when calls through a gateway return 4xx or 5xx errors, including 429 and other quota errors, time…

Verified83B
google-cloud-recipe-onboarding google/skills
Guides a developer's first steps on Google Cloud, covering account creation, billing setup, project management, and deploying a first resource. Use when a new developer wants to i…

Verified83B
google-cloud-solution-guided-gke-ai-migration google/skills
Guides the migration of existing AI workloads (Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted GKE inference using gcloud and kubectl. Use when the user ha…

Verified83B
nx-ci-monitor tech-leads-club/agent-skills
Monitor Nx Cloud CI pipeline status and handle self-healing fixes automatically. Use when user says "watch CI", "monitor pipeline", "check CI status", "fix CI failures", or "self-…

Verified83B
deploy-to-vercel midudev/autoskills
Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a previ…

Verified83B
azure-deploy microsoft/skills
Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files. DO NOT use this skill when the user asks to CREA…

Verified83B
azure-resource-lookup microsoft/skills
List, find, and show Azure resources across subscriptions or resource groups. Handles prompts like "list the websites in my subscription", "list my web apps", "show my app service…

Verified83B
version-bump thedotmack/claude-mem
Maintainer release workflow for the thedotmack/claude-mem repository only. Handles version increments across package.json, marketplace.json, plugin.json manifests, build verificat…

Verified82B
detecting-container-runtime-threats-with-falco mukul975/Anthropic-Cybersecurity-Skills
Deploys and operates Falco with the modern eBPF driver in Kubernetes and Docker, covering driver selection, Helm installation, output channels, and the built-in ruleset that detec…

Verified82B
application-integration-troubleshooting google/skills
Diagnoses failed, stuck, or silent Google Cloud Application Integration runs and Integration Connectors tasks using the REST API, Cloud Logging, and Cloud Monitoring. Use when an…

Verified82B
gke-ai-troubleshooting-jobset-interruption google/skills
Diagnoses GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads autonomously. Use when troubleshooting JobSet restart loops, spot VM preemptions, node r…

Verified82B
gke-alert-configuration google/skills
Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed Service for Prometheus. Use wh…

Verified82B
nodegroup kubesphere/kubesphere
NodeGroup operation Skill for the edgewize nodegroup project. Use this whenever the user wants to query, create, update, delete, bind, unbind, or troubleshoot NodeGroup resources,…

Verified82B
paperclip-dev-workspace-run-verify-fix paperclipai/paperclip
Run, verify, reseed, and repair Paperclip isolated dev workspace services. Use when asked to start or fix a managed project/worktree service and prove health, login readiness, clo…

81B
incident-postmortem github/awesome-copilot
Use when an outage, production incident, or significant service degradation has occurred and the team needs a blameless post-mortem / RCA document in the Google SRE format. Trigge…

Verified81B
env-secrets-manager alirezarezvani/claude-skills
Use when auditing .env files, planning credential rotation, chasing a missing env var in production or hardening a repo against leaked secrets. Scans for committed secrets and dri…

Verified81B
gke-ai-troubleshooting-node-unresponsive-timeout google/skills
Diagnose and mitigate GKE TPU or GPU nodes stuck in NotReady / NodeStatusUnknown ("Kubelet stopped posting node status") due to host kernel panics, hardware lockups, or disabled n…

Verified81B
gke-node-notready google/skills
Diagnoses GKE nodes reporting NotReady or Unknown status by inspecting node conditions, events, kubelet/containerd logs, and node metrics, then proposing safe remediations. Use wh…

Verified81B
chaos-engineer Jeffallan/claude-skills
Designs chaos experiments, creates failure injection frameworks, and facilitates game day exercises for distributed systems — producing runbooks, experiment manifests, rollback pr…

Verified81B
azure-deploy midudev/autoskills
Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure/deployment-plan.md and infrastructure files. DO NOT use this skill when the user asks to CREA…

Verified81B
publish-site NousResearch/hermes-agent
Versioned site deploys to GitHub/Cloudflare/Netlify Pages.

Verified80B
observability-and-instrumentation addyosmani/agent-skills
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production a…

Verified80B
arize-instrumentation github/awesome-copilot
Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement instrumentation after user confirmat…

Verified80B
azure-developer-cli github/awesome-copilot
Design, create, review, migrate, or troubleshoot Azure Developer CLI (azd) projects using current Microsoft guidance. Use for azd, azure.yaml, AZD templates, Bicep or Terraform un…

Verified80B
diagnose-ci-gate github/awesome-copilot
Determine whether a failing CI check was caused by the current change, then recommend exactly one action. Use when a required check fails on a pull request, when asked "is this fa…

Verified80B
npm-trusted-publishing github/awesome-copilot
Set up or fix npm trusted publishing (OIDC) in GitHub Actions and remove NPM_TOKEN. Use for ENEEDAUTH, E404 on PUT, E422 repository.url, or migrating off 2FA-bypass tokens before…

Verified80B
benchmarking-kubernetes-with-kube-bench mukul975/Anthropic-Cybersecurity-Skills
Installs and runs the kube-bench tool against a Kubernetes cluster as a Job, DaemonSet, or standalone binary, selecting the correct benchmark version and targets (control plane, e…

Verified80B
render-deploy openai/skills
Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or se…

Verified80B
gke-manifest-generation google/skills
Generates and updates secure, production-ready Kubernetes YAML manifests optimized for GKE Autopilot and GKE Standard clusters. Use when creating or modifying GKE deployment manif…

Verified80B
gke-workload-troubleshooting google/skills
Diagnoses GKE workload failures (CrashLoopBackOff, OOMKilled, ImagePullBackOff, Pending, etc.) via logs and events. Use when pods fail to start or crash repeatedly. Don't use for…

Verified80B
google-cloud-storage-diagnostic google/skills
Troubleshoots and diagnoses Cloud Storage on Google Cloud (also known colloquially as GCS) access and permission denials (403 Permission Denied or Insufficient Permission) and acc…

Verified80B
managed-airflow-migrations google/skills
Provides guidance for migrating Apache Airflow DAGs in Managed Service for Apache Airflow (MSAA; formerly Cloud Composer). Covers migration to Airflow 2.11.1 (MSAA Gen 2 and 3) an…

Verified80B
hf-cloud-aws-context-discovery 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 other AWS work — deploying to S…

Verified80B
hf-cloud-sagemaker-production-defaults huggingface/skills
Create a SageMaker endpoint (real-time, real-time scale-to-zero, or async) with autoscaling, CloudWatch alarms, and tagging enabled by default. Use this skill whenever about to cr…

Verified80B
hf-cloud-serving-image-selection huggingface/skills
Pick the right serving container for a SageMaker model deployment and find its current image URI. Use this skill whenever about to deploy a model to a SageMaker endpoint and an im…

Verified80B
n8n-error-handling czlonkowski/n8n-skills
Wire n8n error handling so failures are loud, structured, and recoverable. Use when building any webhook/API workflow, a scheduled or unattended workflow, or any path where a sile…

Verified80B
n8n-self-hosting czlonkowski/n8n-skills
Deploy a production self-hosted n8n end-to-end to a fresh Linux VM over SSH, using Docker Compose behind a Caddy reverse proxy with automatic HTTPS. Use whenever the user wants to…

Verified80B
setup-pre-commit mattpocock/skills
Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to add pre-commit hooks, set up Husky, configure lint-…

79B
implementing-supply-chain-security-with-in-toto mukul975/Anthropic-Cybersecurity-Skills
Implements supply chain integrity verification for container builds with the in-toto framework: generating signing keys, defining a supply chain layout, recording pipeline steps a…

79B
deploy-to-vercel vercel-labs/agent-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 this live", or "create a previ…

79B
cloud-monitoring-chart-generation google/skills
Generates Cloud Monitoring Server-Driven UI (SDUI) Widget and XyChart Protocol Buffer textprotos on Google Cloud from resolved PromQL or ListTimeSeries queries. Use when: - Genera…

79B
google-cloud-storage-bucket-architect google/skills
Creates Cloud Storage on Google Cloud (also known colloquially as GCS) buckets. Analyzes the workload (sensitive data, media hosting, ingestion, web hosting, archiving, backup, lo…

79B
make-python-recipe-deployable google/adk-recipes
Makes an existing Python recipe deployable: generates the serving files a container needs (Dockerfile, .dockerignore, fast_api_app.py, app_utils/a2a.py, app_utils/services.py, app…

79B
steam-publish gamedev-skills/awesome-gamedev-agent-skills
Publishes or updates a game on Steam with Steamworks and SteamPipe: depots, app_build .vdf scripts, steamcmd uploads, beta branches, SetLive, store review and Coming Soon. Use for…

79B
aks-gpu-inference microsoft/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 OOM, DCGM/VRAM, KAITO Workspac…

79B
aks-network-capture microsoft/skills
Collects bounded packet captures from AKS nodes and Azure network configuration for wire-level evidence. WHEN: "capture packets on an AKS node", "take a pcap", "run tcpdump on AKS…

79B
capacity microsoft/skills
Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on cap…

79B
auditing-kubernetes-rbac-privilege-escalation mukul975/Anthropic-Cybersecurity-Skills
Finds over-permissive RBAC roles and service-account token abuse paths in a Kubernetes cluster using kubectl auth can-i, rbac-police, kubectl-who-can, and rakkess, tracing which s…

78B
cloud-trace-querying google/skills
Query Cloud Trace spans, filter by latency thresholds or error status, correlate distributed traces with Cloud Logging, and diagnose latency bottlenecks across Google Cloud servic…

78B
gke-workload-identity google/skills
Configures and diagnoses Workload Identity Federation for GKE authentication failures for Pods (403 "iam.serviceAccounts.getAccessToken" / permission denied, "could not find defau…

78B
google-cloud-slo-alert-configuration google/skills
Configures Cloud Monitoring PromQL-based Service Level Objective (SLO) alerting policies on Google Cloud for resources registered in App Hub or individually specified. Generates T…

78B
error-tracking diet103/claude-code-infrastructure-showcase
Add Sentry v8 error tracking and performance monitoring to your services. Use this skill when adding error handling, creating new controllers, instrumenting cron jobs, or tracking…

78B
sentry-fix-issues openclaw/clawhub
Find and fix issues from Sentry using MCP. Use when asked to fix Sentry errors, debug production issues, investigate exceptions, or resolve bugs reported in Sentry. Methodically a…

78B
itch-publish gamedev-skills/awesome-gamedev-agent-skills
Publishes and updates games on itch.io with the butler CLI: butler push to user/game:channel, channel platform tags, HTML5 builds, --userversion and CI uploads. Use for "upload to…

78B
netlify-deploy tech-leads-club/agent-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 Netlify, including preview and produc…

78B
sentry tech-leads-club/agent-skills
Inspect Sentry issues, summarize production errors, and pull health data via the Sentry API (read-only). Use when user says "check Sentry", "what errors in production?", "summariz…

78B
cost-analysis microsoft/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 spike", "unexpected char…

78B
python-appservice-deploy microsoft/skills
Deploy Python (Flask/Django/FastAPI) code to Azure App Service Linux. WHEN: "Flask App Service", "Django App Service", "FastAPI App Service", "deploy Python to App Service". DO NO…

78B
terraform-search-import hashicorp/agent-skills
Discover existing cloud resources using Terraform Search queries and bulk import them into Terraform management. Use when bringing unmanaged infrastructure under Terraform control…

78B
github-ops affaan-m/ECC
GitHub repository operations, automation, and management. Issue triage, PR management, CI/CD operations, release management, and security monitoring using the gh CLI. Use when the…

77B
detecting-container-drift-at-runtime mukul975/Anthropic-Cybersecurity-Skills
Detects unauthorized runtime drift in containers by monitoring binary execution, filesystem changes, and configuration deviation from the original immutable image, using Falco and…

77B
implementing-security-monitoring-with-datadog mukul975/Anthropic-Cybersecurity-Skills
Implements security monitoring using Datadog Cloud SIEM, Cloud Security Management (CSM), and Workload Protection to detect threats, enforce compliance, and respond to security ev…

77B
azure-cloud-architect alirezarezvani/claude-skills
Use when designing or costing an Azure architecture (AKS, App Service, Functions, Cosmos DB, Bicep or ARM, Azure DevOps, migration to Azure). Designs it with architecture_designer…

77B
kubernetes-operator alirezarezvani/claude-skills
Use when building a Kubernetes operator or CRD (controller-runtime, kubebuilder, operator-sdk, KOPF), before writing the controller. Validates CRDs with crd_validator.py, lints re…

77B
assured-workloads-basics google/skills
Provisions, inspects, updates, and deletes Google Cloud Assured Workloads V1 compliant folders, CMEK settings, Sovereign Controls by Partners, and service usage restrictions. Use…

77B
gcloud google/skills
Provides safety-critical validation, guardrails, and data reduction for gcloud CLI operations across Google Cloud Platform (GCP) services and infrastructure. Use when planning, ge…

77B
gke-cluster-creation google/skills
Plans and executes GKE cluster creation, provisioning, and production readiness audits using pre-defined templates (Autopilot, Standard Regional, GPU/AI Inference, AI Hypercompute…

77B
gke-cost-analysis google/skills
Answer natural language questions and perform analysis on GKE cluster and workload costs using BigQuery billing exports, cost allocation data, and live cluster monitoring metrics.…

77B
gke-service-networking google/skills
Configures GKE edge networking, traffic routing, load balancing, and private service endpoints. Use when configuring Gateway API manifests, standard Ingress, Cloud Armor WAF secur…

77B
google-cloud-solution-n-tier-serverless-web-app google/skills
Assists in designing and implementing secure n-tier serverless web applications and microservices on Google Cloud. Use when users need architecture designs, security checklists, T…

77B
controlling-costs openclaw/clawhub
Analyzes Axiom query patterns to find unused data, then builds dashboards and monitors for cost optimization. Use when asked to reduce Axiom costs, find unused columns or field va…

77B
vercel-deploy tech-leads-club/agent-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 this live", or "create a previ…

77B
azure-quotas microsoft/skills
Check/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region selection. WHEN: "check quotas", "service limits", "current usage", "req…

77B
cost-optimization microsoft/skills
Optimize existing Azure resources and analyze Reservations or Savings Plans. WHEN: "optimize Azure costs", "reduce cloud spending", "rightsize resources", "find idle resources", "…

77B
azure-deployment-preflight github/awesome-copilot
Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any…

76B
azure-logic-apps-standard-cli github/awesome-copilot
Create, inspect, validate, test, run, debug, package, and deploy Azure Logic Apps Standard projects using the Azure CLI logicapp extension. Use for Standard workflow authoring, op…

76B
microsoft-store-publisher github/awesome-copilot
Prepare, validate, submit, and monitor Windows desktop apps in Microsoft Partner Center. Use for MSIX packaging, Store identity, listings, WACK, Partner Center automation, certifi…

76B
namecheap github/awesome-copilot
Manage DNS records for domains registered with Namecheap via their API. List domains, view/add/update/remove DNS host entries (A, AAAA, CNAME, MX, TXT, etc.), and guide users thro…

76B
star-history-chart davila7/claude-code-templates
Add a self-hosted "Stargazers over time" chart to any GitHub repo's README. GitHub now restricts the stargazers endpoint to a repo's own admins/collaborators, so third-party live…

76B
gcp-cloud-architect alirezarezvani/claude-skills
Design, deploy and cut the cost of Google Cloud setups: Cloud Run, GKE, Functions, Cloud SQL, BigQuery, moving to GCP. Use whenever the user asks how to host or run something on G…

76B
application-integration-basics google/skills
Explains Google Cloud Application Integration concepts, region provisioning, IAM roles, run-as service accounts, interface choices (REST, Python discovery client, Terraform, ADK),…

76B
gke-ai-troubleshooting-handle-disruption-gpu-tpu google/skills
Diagnoses, predicts, and mitigates node disruptions during Compute Engine host maintenance and hardware or software maintenance events for GPU and TPU workloads on GKE. Use when d…

76B
gke-backup-dr google/skills
Configures Backup for GKE: the BackupRestore cluster addon, BackupPlan and RestorePlan resources, restore workflows, and CMEK-encrypted backups. Use for backup policies, disaster…

76B
gke-upgrades google/skills
Plans, executes, and validates Google Kubernetes Engine (GKE) cluster upgrades and maintenance operations for both Standard and Autopilot clusters. Produces upgrade plans, pre/pos…

76B
gke-workload-scaling-troubleshooting google/skills
Diagnoses GKE HorizontalPodAutoscaler (HPA) failures — metrics showing as <unknown>, FailedGetResourceMetric / FailedGetScale / FailedComputeMetricsReplicas events, missing Pod re…

76B
unreal-packaging gamedev-skills/awesome-gamedev-agent-skills
Packages and ships Unreal Engine 5 (UE 5.8) projects: Shipping builds, cooking, pak/IoStore and RunUAT BuildCookRun with UAT and cook log reading. Use for a packaged game with a b…

76B
cost-estimation microsoft/skills
Forecast Azure spend and price planned resources or workloads. WHEN: "forecast Azure spending", "project next month cost", "compare forecast to my planning target", "how much will…

76B
provider-configuration hashicorp/agent-skills
Implement Terraform provider configuration and authentication with the Plugin Framework: provider schema for credentials (Optional + Sensitive attributes), environment variable fa…

76B
latency-critical-systems affaan-m/ECC
Optimize and verify latency-sensitive systems — realtime dashboards, market data feeds, streaming agents, execution gateways, queues, and caches — by tracking p50/p95/p99 latency,…

75B
production-audit affaan-m/ECC
Local-evidence production readiness audit for shipped apps, pre-launch reviews, post-merge checks, and "what breaks in prod?" questions without sending repo data to an external au…

75B
paperclip-page paperclipai/paperclip
Publish static HTML pages and asset folders to the Paperclip S3/CloudFront page host. Use when asked to deploy, host, or share a persistent page, viewer, prototype, report, or sta…

75B
azure-resource-visualizer github/awesome-copilot
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a d…

75B
implementing-aws-iam-permission-boundaries mukul975/Anthropic-Cybersecurity-Skills
Configures AWS IAM permission boundaries that cap the maximum permissions an identity-based policy can grant to a user or role, so effective permissions are the intersection of th…

75B
deploy-checklist anthropics/knowledge-work-plugins
Pre-deployment verification checklist. Use when about to ship a release, deploying a change with database migrations or feature flags, verifying CI status and approvals before goi…

75B
dependabot-review davila7/claude-code-templates
Review and manage Dependabot PRs. Categorizes by risk, checks CI status, auto-merges safe updates, and reports issues. Use when the user says "review dependabot", "merge dependabo…

75B
google-cloud-networking-observability davila7/claude-code-templates
Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics. Use when investigating VPC Flow Logs, NAT, firewall, or threat logs, querying latency and…

75B
vercel-deploy 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 this live", or "create a previ…

75B
cloud-logging-cross-project-configuration google/skills
Configure and troubleshoot Google Cloud cross-project centralized logging and read-time aggregation. Use when: - Setting up log routing from multiple projects/folders/organization…

75B
cloud-logging-finops google/skills
Audits Cloud Logging costs for a Google Cloud project: the charges for log entries written to log buckets, the services, log streams and severities that drive them, and the log si…

75B
cloud-monitoring-list-time-series-request google/skills
Generates valid Cloud Monitoring ListTimeSeries requests and aggregation specifications from metric descriptors and resource parameters. Use when asked to create, generate, format…

75B
cloud-run-alert-configuration google/skills
Configures best-practice, high-signal alerting policies for Cloud Run resources on Google Cloud (services, jobs, and worker pools) based on seasoned SRE practices. Use when analyz…

75B
firebase-basics google/skills
Provides foundational Firebase CLI setup, CLI installation, version checks (`firebase-tools@latest --version`), CLI login (including --no-localhost), project creation, project sel…

75B
gke-ai-troubleshooting-tpu-mxla-hang google/skills
Diagnose GKE Cloud TPU multi-slice training hangs (Megascale `HANG_DETECTED` logs and hang monitored events) using the ML Diagnostics `Megascale XLA (MXLA) Hang Analyzer` (`gcloud…

75B
gke-ai-troubleshooting-tpu-partition-overlap google/skills
Diagnose and resolve GKE TPU slice creation failures (SliceCreationFailed) caused by partition overlap conflicts where requested TPU partitions or their nodes are already used by…

75B
gke-ai-troubleshooting-tpu-performance-degradation google/skills
Diagnose GKE Cloud TPU training throughput drops and step-time regressions (15%+ TPU duty-cycle drop) using ML Diagnostics Workload Monitoring (`gcloud alpha mldiagnostics monitor…

75B
gke-compute-classes google/skills
Configures, optimizes, and troubleshoots GKE ComputeClasses. Use when configuring Spot VMs with on-demand fallback, targeting specific accelerators (GPUs/TPUs) or machine families…

75B
hf-cloud-python-env-setup huggingface/skills
Set up an isolated Python environment for SageMaker / AWS work, with the right Python version and current boto3. Use this skill whenever Python code will be executed for a SageMak…

75B
hf-cloud-sagemaker-iam-preflight huggingface/skills
Ensure a usable SageMaker execution role exists before deploying or training. Use this skill whenever about to create a SageMaker endpoint, model, training job, or any resource th…

75B
huggingface-spaces huggingface/skills
Build, deploy, and maintain applications on Hugging Face Spaces — Gradio / Docker / Static SDKs, ZeroGPU and dedicated hardware, model loading, debugging, buckets, inference provi…

75B
aks-troubleshooting microsoft/skills
Debug live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation. WHEN: pod crashes or Pending, CrashLoopBackOff, OOMKilled, ImagePullBackOff, no…

75B
gha-security-review getsentry/skills
GitHub Actions security review for workflow exploitation vulnerabilities. Use when asked to "review GitHub Actions", "audit workflows", "check CI security", "GHA security", "workf…

75B
provider-docs hashicorp/agent-skills
Create, update, and review Terraform provider documentation for Terraform Registry using HashiCorp-recommended patterns, tfplugindocs templates, and schema descriptions. Use when…

75B
firebase-basics firebase/agent-skills
Provides foundational Firebase CLI setup, CLI installation, version checks (`firebase-tools@latest --version`), CLI login (including --no-localhost), project creation, project sel…

75B
docker-management NousResearch/hermes-agent
Manage Docker containers, images, volumes, and Compose.

74B
caveman-setup JuliusBrussee/caveman
Wire a repository through the Caveman Cloud gateway so every LLM request is measured, with no behavior change. Use for "set up caveman" or adding LLM spend observability.

74B
aws-cost-optimize 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 identified optimizations.

74B
release Yeachan-Heo/oh-my-claudecode
Generic release assistant — analyzes repo release rules, caches them in .omc/RELEASE_RULE.md, then guides the release

74B
implementing-api-gateway-security-controls mukul975/Anthropic-Cybersecurity-Skills
Configures API gateways such as Kong, AWS API Gateway, Azure APIM, or Apigee as a centralized security enforcement point, covering authentication enforcement, rate limiting and th…

74B
implementing-image-provenance-verification-with-cosign mukul975/Anthropic-Cybersecurity-Skills
Signs and verifies container image provenance with Sigstore Cosign, covering key-based and keyless OIDC signing (Fulcio, Rekor transparency log), SLSA attestations, and enforcing…

74B
performing-kubernetes-cis-benchmark-with-kube-bench mukul975/Anthropic-Cybersecurity-Skills
Turns kube-bench output into a finished CIS Kubernetes Benchmark audit: interpreting PASS/FAIL/WARN per control, judging which failures are genuine on a managed cluster, writing r…

74B
vercel-cli-with-tokens 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 login — e.g. "deploy to vercel"…

74B
railway-database davila7/claude-code-templates
Add official Railway database services (Postgres, Redis, MySQL, MongoDB). Use when user wants to add a database, says "add postgres", "add redis", "add database", "connect to data…

74B
secrets-vault-manager alirezarezvani/claude-skills
Use when setting up HashiCorp Vault, AWS Secrets Manager, Azure Key Vault or GCP Secret Manager, rotating secrets or auditing secret access. Generates config with vault_config_gen…

74B
gke-ai-troubleshooting-tpu-vm-repair-stuck google/skills
Diagnose GKE TPU VM instances stuck in Compute Engine repair (REPAIRING state) after host errors, maintenance events, or faulty host reports in single-host, multi-host, dynamic sl…

74B
gke-reliability google/skills
Improves GKE workload reliability, using PDBs, health probes, and topology spread constraints. Use when configuring GKE workload reliability, setting up PDBs, or configuring GKE h…

74B
gke-workload-security google/skills
Audits, configures, and hardens workload-level security controls for Google Kubernetes Engine (GKE) applications and namespaces. Covers running security audits (`audit_cluster.sh`…

74B
google-cloud-filestore-nfs-browser google/skills
Inspects, searches, and reads files and POSIX metadata on Filestore (NFS) instances on Google Cloud without local NFS client packages or root privileges. Use when browsing Filesto…

74B
devcontainer-setup trailofbits/skills
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support to a project, setting up isol…

74B
deepchat-release ThinkInAIXYZ/deepchat
Prepare and publish DeepChat releases in this repository. Use when Codex needs to bump the app version, update CHANGELOG.md, keep release notes bilingual from v1.0.1 onward with E…

74B
dashboard-builder affaan-m/ECC
Build monitoring dashboards that answer real operator questions for Grafana, SigNoz, and similar platforms. Use when turning metrics into a working dashboard instead of a vanity b…

73B
1password NousResearch/hermes-agent
Set up op CLI, sign in, and read or inject secrets.

73B
azure-resource-health-diagnose github/awesome-copilot
Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.

73B
github-codespaces-efficiency github/awesome-copilot
Audit and improve GitHub Codespaces efficiency. Use this skill when a user wants faster Codespaces startup, lower Codespaces spend, slim devcontainers, right-size machines, tune i…

73B
spring-observability github/awesome-copilot
Add and review observability in Spring Boot 3/4 apps: Actuator exposure and health probes, Micrometer metrics, Observation API, OpenTelemetry tracing and OTLP/Prometheus export, s…

73B
integrating-sast-into-github-actions-pipeline mukul975/Anthropic-Cybersecurity-Skills
Integrates CodeQL and Semgrep SAST scanning into GitHub Actions, covering scans on pull requests/pushes, rule tuning to cut false positives, SARIF upload to GitHub Advanced Securi…

73B
performing-kubernetes-penetration-testing mukul975/Anthropic-Cybersecurity-Skills
Evaluates Kubernetes cluster security by actively simulating attacker techniques against the API server, kubelet, etcd, pods, RBAC, network policy, and secrets, using kube-hunter,…

73B
manifest davila7/claude-code-templates
Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys or endpoints, troubleshooting plugin connection issues…

73B
netlify-deploy davila7/claude-code-templates
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 Netlify, including preview and produc…

73B
vercel-cli nanocoai/nanoclaw
Deploy apps to Vercel. Use when asked to deploy, ship, or publish a web application, or manage Vercel projects, domains, and environment variables.

73B
launch-workshop different-ai/openwork
Start, size, check, hand out, fix and stop a hands-on OpenWork workshop (one private Den + 1-99 Daytona desktops, fictional Outlook/Calendar/Drive/Jira/Confluence). Use when the u…

73B
compute-on-demand-reservations google/skills
Inspects, verifies, and manages Google Compute Engine (GCE) On-Demand reservations and analyzes consumed versus available reserved capacity. Use when checking active reservation c…

73B
compute-spot-capacity-advice google/skills
Evaluates Google Compute Engine (GCE) Spot VM capacity obtainability, placement likelihood, and machine family or regional flexibility. Use when planning batch workloads, finding…

73B
gke-observability google/skills
Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus. Use when configuring GKE monitoring, setting up GKE logging, or configuring Promet…

73B
gke-storage-troubleshooting google/skills
Diagnoses GKE persistent-storage failures — volume attach/mount errors (Regional PD on optimized VMs, fsGroup mount timeouts), disk-performance and node storage-pressure issues, s…

73B
google-cloud-filestore-autoscale google/skills
Inspects Filestore capacity and utilization on Google Cloud, evaluates storage scaling rules, and performs capacity autoscaling (scale UP for low free space or scale DOWN for cost…

73B
managed-airflow-recommendations google/skills
Provides recommendations and best practices for creating, configuring, tuning and optimizing Managed Service for Apache Airflow (MSAA; formerly Cloud Composer) environments. Use w…

73B
hf-cloud-sagemaker-deployment-planner 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 model on SageMaker or AWS — includ…

73B
axiom-sre openclaw/clawhub
Expert SRE investigator for incidents and debugging. Uses hypothesis-driven methodology and systematic triage. Can query Axiom observability when available. Use for incident respo…

73B
ship nightly-labs/openbot
Ship the current branch to main. Review the diff, fix findings, open the pull request, babysit the NorbiAI review and CI until green, then squash-merge. Use when a feature is done…

73B
terraform-style-guide midudev/autoskills
Generate Terraform HCL code following HashiCorp's official style conventions and best practices. Use when writing, reviewing, or generating Terraform configurations.

73B
deploy-model microsoft/skills
Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version/SKU/capacity/RAI policy)…

73B
ecc-tools-cost-audit affaan-m/ECC
Evidence-first ECC Tools burn and billing audit workflow. Use when investigating runaway PR creation, quota bypass, premium-model leakage, duplicate jobs, or GitHub App cost spike…

72B
terminal-ops affaan-m/ECC
Evidence-first repo execution workflow for ECC. Use when the user wants a command run, a repo checked, a CI failure debugged, or a narrow fix pushed with exact proof of what was e…

72B
here-now NousResearch/hermes-agent
Publish sites to {slug}.here.now and store files in Drives.

72B
prepare-release CherryHQ/cherry-studio
Prepare a new release by collecting commits, generating bilingual release notes, updating version files, and creating a release branch. Use when asked to prepare/create a release,…

72B
publish-to-pages github/awesome-copilot
Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL. Handles repo creation, file conversion, Pages enablem…

72B
team-release Donchitos/Claude-Code-Game-Studios
Orchestrate the release team — release-manager, qa-lead, devops-engineer, producer — to execute a release from candidate to deployment.

72B
implementing-kubernetes-network-policy-with-calico mukul975/Anthropic-Cybersecurity-Skills
Installs Calico as the cluster CNI and writes standard Kubernetes NetworkPolicy under it, covering default-deny baselines, policy ordering and precedence, service-account-based se…

72B
implementing-opa-gatekeeper-for-policy-enforcement mukul975/Anthropic-Cybersecurity-Skills
Deploys OPA Gatekeeper via Helm as a Kubernetes admission controller and writes ConstraintTemplates with Rego plus instantiated Constraints to validate, mutate, or deny resource r…

72B
runbook-generator alirezarezvani/claude-skills
Use when a service needs runbooks for deploy, incident response, maintenance or rollback, before launch. Generates them per environment with runbook_generator.py.

72B
ship-gate alirezarezvani/claude-skills
Use before deploying or going live ('am I ready to ship', 'can I deploy', 'preflight check'). Scans the codebase with ship_gate_scanner.py across security, database, deploy, AI, d…

72B
cloud-logging-configuration-basics google/skills
Configure single-project Cloud Logging on Google Cloud: regional log buckets, log sinks, log views, restricting or hiding sensitive logs in the default view (_Default) filter, IAM…

72B
gke-ai-troubleshooting-tpu-reservation-stockout google/skills
Diagnose and resolve cluster-wide GKE TPU node pool creation or scale-up failures caused by Compute Engine reservation stockouts (GCE_STOCKOUT, ZONE_RESOURCE_POOL_EXHAUSTED) when…

72B
gke-cluster-autoscaler google/skills
Trigger on mention of GKE cluster autoscaler, node autoscaling, node pool auto-creation / node auto-provisioning. Provides guidance on enabling and optimizing cluster autoscaler,…

72B
gke-custom-golden-image-discovery google/skills
Discovers golden base images for creating GKE custom node images based on technical specifications or context clues. Use when finding the golden base image for custom GKE node cre…

72B
kubesphere-multi-tenant-management kubesphere/kubesphere
KubeSphere multi-tenant management Skill. Use when user requests to create users, workspaces, projects, or assign roles/permissions. Supports user lifecycle management, workspace…

72B
kubernetes-specialist Jeffallan/claude-skills
Use when deploying or managing Kubernetes workloads. Invoke to create deployment manifests, configure pod security policies, set up service accounts, define network isolation rule…

72B
unity-build-pipeline gamedev-skills/awesome-gamedev-agent-skills
Builds and ships Unity 6.3 LTS players: Build Profiles, IL2CPP vs Mono, managed stripping with link.xml, scripted BuildPlayer, Addressables and CI or headless builds. Use when aut…

72B
signal-deploy nightly-labs/openbot
Check and deploy Signal (the `remote-api` service in `remote/`) to production from a release tag. Use when asked to deploy, redeploy, update or roll back Signal, to check that a S…

72B
aws-advisor tech-leads-club/agent-skills
Expert AWS Cloud Advisor for architecture design, security review, and implementation guidance. Leverages AWS MCP tools for accurate, documentation-backed answers. Use when user a…

72B
throwaway-machine smol-machines/smolvm
Runs untrusted code in a throwaway smolvm microVM against a repo it must not modify, with no network unless explicitly granted, and collects artifacts from a writable output direc…

72B
eas-workflows midudev/autoskills
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 context, mentions .eas/workflows…

72B
azure-prepare microsoft/skills
Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI (azd) workflow. USE ONLY when…

72B
azure-resource-manager-cosmosdb-dotnet microsoft/skills
Azure Resource Manager SDK for Cosmos DB in .NET. Use for MANAGEMENT PLANE operations: creating/managing Cosmos DB accounts, databases, containers, throughput settings, and RBAC v…

72B
azure-resource-visualizer microsoft/skills
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architecture diagram, visual…

72B
azure-validate microsoft/skills
Pre-deployment validation for Azure readiness. Run deep checks on configuration, infrastructure (Bicep or Terraform), RBAC role assignments, managed identity permissions, and prer…

72B
prisma-compute prisma/skills
Deploy and operate apps on Prisma Compute with the Prisma 8 CLI. Use whenever the user mentions Prisma Compute, deploying or hosting a Prisma app, `prisma deploy`, `prisma dev mod…

72B
desktop-security-update lobehub/lobehub
Inspect, mark, or revoke vulnerable LobeHub Desktop versions through the existing release workflow and signed R2 security policy. Use for forced security updates across Stable, Ca…

71B
k8s-manifest-generator wshobson/agents
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAM…

71B
sast-configuration wshobson/agents
Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps…

71B

Scores come from a snapshot of 300 public GitHub repositories taken on 12 November 2026. Every score is the result of fixed checks run by code; no AI is involved. How scoring works.