DevOps & Infra
DevOps agent skills automate the delivery side of software: CI/CD pipelines, Dockerfiles, infrastructure as code, releases, and incident checklists. A skill gives your AI agent the exact runbook to follow, so deployments and configs come out consistent every time.
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h3y6e Bundle GcloudProvides safety-critical validation, guardrails, and data reduction for gcloud CLI operations across Google Cloud Platform (GCP) services and infrastructure. Use when planning, generating, constructing, proposing, describing, or executing any gcloud CLI commands - including when answering questions about gcloud syntax, or formatting flags. Don't use when writing Google Cloud client library code or raw REST/gRPC API requests.
- h3y6e Bundle Gemini API
Use when the user asks about using Gemini in an enterprise environment or explicitly mentions Vertex AI, Google Cloud, or Agent Platform. Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK. Covers SDK usage (Python, JS/TS, Go, Java, C#), capabilities like multimodal inputs, tools, media generation, caching, batch prediction, and Live API.
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mattakushi432 Skill Azure PatternsWhen to activate: Azure, AKS, Azure Functions, App Service, SQL Database, Blob Storage, Key Vault, Azure AD, Application Insights, Bicep
- mattakushi432 Skill CI CD Patterns
When to activate: CI/CD, pipeline, continuous integration, continuous deployment, blue-green, canary, rolling deployment, staging, release
- mattakushi432 Skill Cloud Security
When to activate: cloud security, IAM, AWS Security Hub, GuardDuty, CloudTrail, CSPM, SCP, shared responsibility, cloud posture management
- mattakushi432 Skill Mlops Patterns
When to activate: MLOps, DVC, model versioning, drift detection, Evidently, WhyLogs, retraining, ML CI/CD, model monitoring
- mattakushi432 Skill Docker Patterns
When to activate: Dockerfile, docker-compose, container, image build, multi-stage, docker run, healthcheck, .dockerignore
- mattakushi432 Skill Hiring Patterns
When to activate: job description writing, structured interviews, hiring rubrics, interview panel design, offer calibration, candidate pipeline management, recruiting process
- mattakushi432 Skill Ansible Patterns
When to activate: Ansible, playbook, inventory, role, handler, template, vault, task, module, idempotent
- mattakushi432 Skill Mongodb Patterns
When to activate: MongoDB, mongoose, aggregation pipeline, mongo, NoSQL, document database, Atlas
- mattakushi432 Skill Sklearn Patterns
When to activate: scikit-learn, sklearn, Pipeline, ColumnTransformer, GridSearchCV, cross-validation, custom transformers, feature importance, classification, regression
- mattakushi432 Skill Dynamodb Patterns
When to activate: DynamoDB, single table design, GSI, LSI, DynamoDB streams, DAX, capacity, AWS NoSQL
- mattakushi432 Skill Container Security
When to activate: container security, Docker hardening, image scanning, Trivy, Grype, Falco, runtime security, seccomp, non-root container
- mattakushi432 Skill Secrets Management
When to activate: secrets, API keys, environment variables, Vault, AWS Secrets Manager, .env, secret rotation, credentials
Audited - mattakushi432 Skill Terraform Patterns
When to activate: Terraform, HCL, infrastructure as code, IaC, tf, tfvars, module, state, provider, workspace
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poly-gents Bundle CloudwatchQueries AWS CloudWatch metrics, alarms, logs, and dashboards via connected credentials. Use when investigating AWS alarms, metric graphs, Logs Insights, or CloudWatch dashboards.
- poly-gents Bundle Design Cloud
Design cloud topologies and reference architectures
- poly-gents Bundle Book Meetings
Schedule qualified meetings from outbound pipeline
- poly-gents Bundle Docker Expert
Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile optimization, container issues, image size problems, security hardening, networking, and orchestration challenges.
- poly-gents Bundle AWS Serverless
Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start optimization.
- poly-gents Bundle Optimize Costs
Analyze and reduce cloud infrastructure spend
- poly-gents Bundle Track Pipeline
Monitor opportunity progress and pipeline health
- poly-gents Bundle Provider Upgrade
Upgrade Pulumi providers safely without unintended infra changes.
- poly-gents Bundle Upstream Patches
Manage upstream Terraform patch stacks in provider repos.
- poly-gents Bundle Auto Code Reviewer
Review pull requests or pipeline changes using the initiative's configured reviewer mode.
- poly-gents Bundle Optimize Pipelines
Improve CI/CD pipeline speed and reliability
- h3y6e Skill Iam Recommendations Fetcher
Fetches raw IAM recommendations and associated security insights from Google Cloud for a specified target scope (Organization, Folder, or Project). Use when you need to retrieve security recommendations before analyzing or applying them. Don't use for applying/acting on recommendations (use the recommendation applier skill) or for general allow policy querying (use the allow policy viewer skill).
- h3y6e Bundle Agent Platform Eval Flywheel
Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology. Use when evaluating an agent or model, building an eval dataset, picking or writing evaluation metrics, analyzing failures, comparing results before and after a fix, or when guidance is needed on Agent Platform eval methodology — including dataset schema, LLM-as-judge scoring, and common failure causes. For fine-tuning, use agent-platform-tuning. For general production deployment, use agent-platform-deploy.
- h3y6e Skill AWS Ecs Service Connect Ipv6
ECS Service Connect の DNS alias が IPv6 アドレスを返して、IPv4-only の Fargate task から `network is unreachable` で接続できない問題の回避策。OTel Collector → Tempo の OTLP gRPC で頻出。
- h3y6e Skill Google Agents CLI Onboarding
Onboarding entrypoint for agents-cli in Agent Platform. It should be used when the user wants to "create a new agent", "develop an agent", "build an agent using ADK", "run the agent locally", "debug agent code", "test an agent", "evaluate an agent", "deploy an agent", "publish an agent", "monitor an agent", or needs the ADK (Agent Development Kit) development lifecycle.
- h3y6e Skill Google Cloud Waf Reliability
Generates guidance for reliability, resilience, availability, redundancy, fault-tolerance, and disaster recovery (DR) for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework. Use when the user asks to evaluate, design, or improve the reliability, resilience, availability, or disaster recovery capabilities of Google Cloud workloads.
- h3y6e Skill Google Cloud Recipe Onboarding
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 initialize their first Google Cloud project, configure billing, and verify deployment. Don't use for enterprise organization setup (use Google Cloud Setup guided flow for that instead). Don't use for complex multi-project architectures.
- h3y6e Skill Google Cloud Waf Sustainability
Generates sustainability-focused guidance for Google Cloud workloads based on the design principles and recommendations in the Google Cloud Well-Architected Framework (WAF). Use this skill to evaluate a workload, identify environmental impact requirements, and provide actionable recommendations to build, deploy, and manage the workload sustainably in Google Cloud.
- h3y6e Skill Agent Platform Tuning Management
Manages GenAI tuning jobs in Agent Platform. Use this to list, get, or cancel ongoing model tuning jobs. Don't use for fine-tuning models (use `agent-platform-tuning`), deploying models to endpoints (use `agent-platform-deploy`), or managing serving endpoints (use `agent-platform-endpoint-management`).
- h3y6e Bundle Google Analytics Data API Basics
Manages Google Analytics reporting data, enables the Analytics Data API via the Cloud CLI, and creates reports using the Google Analytics Data API (v1beta). Use when you need to interact with Google Analytics properties, run customized analytics reports, query metrics (like activeUsers, screenPageViews) and dimensions (like city, date), check metrics and dimensions compatibility, or verify API enablement. Don't use for Google Analytics Admin API operations (e.g., creating properties, managing users) or for front-end tracking installation.
- h3y6e Bundle Google Analytics Admin API Basics
Manages Google Analytics account and property settings, enables the Analytics Admin API via the Cloud CLI, lists accounts and properties, and manages data streams, custom dimensions, conversion events, and integrations. Use when you need to programmatically configure Google Analytics accounts, provision properties, manage data retention, configure Measurement Protocol secrets, or manage Firebase and Google Ads links.
Frequently asked questions
What are DevOps & Infra agent skills?
DevOps agent skills automate the delivery side of software: CI/CD pipelines, Dockerfiles, infrastructure as code, releases, and incident checklists. A skill gives your AI agent the exact runbook to follow, so deployments and configs come out consistent every time.
Which DevOps & Infra skills are most installed?
Popular DevOps & Infra skills on SkillMD right now include hiring-patterns, aws-serverless, track-pipeline. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do DevOps & Infra skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.