Cloud, CI/CD, monitoring, and deployment (6.8K skills)
Investigate existing AWS services using logs, metrics, and traces, which record requests across services. Configure CloudWatch or CloudWatch Omni dashboards and alerts, investigate failures, and evaluate AI agent quality from recorded activity.
Set up and maintain Amazon DocumentDB, a managed document database compatible with MongoDB. Assess migration compatibility, configure secure connections, design data and indexes, diagnose slow queries, and produce migration plans, upgrade plans, and operational review reports.
Create and configure Amazon Aurora MySQL clusters, estimate serverless capacity, compare storage and pricing options, and plan version upgrades. The skill provides assessments and supports approved changes, with safeguards for operations that could affect production.
Diagnose Amazon MWAA workflow failures using APIs and CloudWatch logs across Provisioned and Serverless environments. Identify failed tasks, import problems, memory shortages, and dependency changes, then report evidence, impact, immediate fixes, and prevention steps.
Build, deploy, and troubleshoot container applications on AWS using EKS, ECS, Fargate, and ECR. Get guidance on service configuration, container image management, and ECS Action Logs for investigating deployment and scheduling failures.
Define and deploy AWS infrastructure with CDK using TypeScript or Python. Plan stack structure, inspect proposed changes, troubleshoot deployment errors, import existing resources, and refactor infrastructure while avoiding unintended resource replacement.
Create and deploy Amazon MWAA workflows as Python DAGs, which define task dependencies, or Serverless YAML files. Plan schedules, retries, timeouts, and failure notifications, with an optional handoff to a separate testing skill.
Create, explain, and validate YAML or JSON templates that define AWS infrastructure. The skill applies secure defaults, records design decisions, checks templates before deployment, and investigates failed stacks using CloudFormation events and CloudTrail records.
Operate Amazon MSK clusters with guidance tailored to Standard and Express brokers, the servers that handle Kafka data. Diagnose processing delays, plan capacity, configure monitoring, replicate data between clusters, and set up delivery to S3.
Sort AWS networking requests across DNS, content delivery, hybrid connections, and traffic protection. Identify the relevant service skills, distinguish connection problems from filtering issues, and coordinate handoffs when a task involves several services.
Build and troubleshoot usage reporting for SaaS products sold through AWS Marketplace. Set up the metering pipeline, inspect submitted records, and investigate failed submissions or differences between reported usage and billed amounts.
Reviews AWS application code, infrastructure definitions, and configuration against the Well-Architected Framework. Produces evidence-backed assessments, scores for each review area, and a remediation plan prioritized by risk, urgency, and importance, with full, quick, and focused review options.
Set up AWS access for local development with aws login. Check existing credentials, obtain temporary credentials that rotate automatically, and verify the signed-in identity so CLI commands and SDK applications can access AWS.
Choose AWS storage based on how data is accessed, performance needs, protection requirements, and costs. Compare object, file, and virtual disk storage, then get guidance on configuration, migration, backups, security, and troubleshooting.
Choose AWS services for messaging between application components or continuous data streams. Compare task queues, event routing, and replayable streams, review integration pitfalls, and identify the specialized service for customer communication channels.
Analyze AWS spending, investigate cost increases, and identify savings opportunities. Review resource sizes and commitment discounts, set budget alerts, and examine detailed billing records to guide concrete changes to cloud spending.
Plan, configure, and operate Amazon ElastiCache for application caching and AI workloads. Covers engine selection, secure connections, data structures, vector search for finding similar content, performance diagnosis, cost review, and migration from existing Redis environments.
Plan a move to Amazon Keyspaces by checking Cassandra compatibility, estimating monthly costs, and comparing data models for SQL workloads. It also supports connection troubleshooting, capacity planning, and approved creation or modification of database resources.
Select, provision, and operate Amazon EC2 virtual machines and groups that scale with demand. Covers launch templates, fleet updates, Systems Manager access and patching, image management, cost review, and troubleshooting connection failures, capacity errors, and unhealthy instances.
Plan and carry out Airflow upgrades on Amazon MWAA, AWS's managed Airflow service. Choose an approach based on run-history needs, check code compatibility, validate changes, and save progress in a plan that supports resuming work.
Configure AWS pipelines that build, test, and deploy code automatically. Connect source repositories, manage private packages, choose gradual deployment strategies, and troubleshoot failures across CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact.
Helps choose an AWS database based on application needs and data structure. Compares suitable services, checks service facts against reference material, and routes setup, migration, operations, and workload cost questions to the relevant service skill.
Choose AWS serverless options for APIs, event processing, and workflows. Match each application component to a suitable execution model, resolve capacity and coordination choices, and continue with specialized skills or shared Lambda guidance.
Troubleshoot AWS Clean Rooms access failures and missing logs for custom machine learning jobs. Identify which IAM roles, storage policies, encryption permissions, or logging settings need investigation, including access across AWS accounts.