Agent skills by aws, page 2

Startup-tailored AWS architecture advice for non-agent workloads, adjusted to the company's stage (pre-revenue through Series B+), team size, runway, and credits.

aws/agent-toolkit-for-aws

Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first).

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 Optimizer, look up service pricing, query CUR with Athena…

aws/agent-toolkit-for-aws

Builds resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and orchestration for long-running executions.

aws/agent-toolkit-for-aws

AWS SDK for JavaScript v3 development patterns. An agent skill from aws/agent-toolkit-for-aws.

aws/agent-toolkit-for-aws

Migrate workloads from Microsoft Azure to AWS. An agent skill from aws/agent-toolkit-for-aws.

aws/agent-toolkit-for-aws

Diagnoses and root-causes Amazon MWAA workflow failures across Provisioned (Python DAG) and Serverless (YAML workflow) environments.

aws/agent-toolkit-for-aws

AWS Startups reference content — Activate FAQ, credits guide, programs, partner offers, sample architectures, and hundreds of learn articles spanning generative AI, cloud architecture, cost…

aws/agent-toolkit-for-aws

Operates Amazon MSK Provisioned clusters (Standard and Express brokers).

aws/agent-toolkit-for-aws

Execute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift).

aws/agent-toolkit-for-aws

Configures AWS Resilience Hub v2 for multi-account resilience management across an AWS Organization.

aws/agent-toolkit-for-aws

Store and query vector embeddings using Amazon S3 Vectors, a cost-effective long-term vector storage service with its own API namespace (s3vectors).

aws/agent-toolkit-for-aws

Tests Amazon MWAA workflow execution end-to-end: trigger a run and monitor it to completion for Provisioned (Python DAG, via Airflow REST API) and Serverless (YAML workflow, via StartWorkflowRun).

aws/agent-toolkit-for-aws

Best-practice authoring guidance AND a read-only policy gate for AWS Terraform generated by a migration skill.

aws/agent-toolkit-for-aws

Retrieves authoritative guidance on Amazon Timestream for InfluxDB across its supported engine variants.

aws/agent-toolkit-for-aws

Builds generative AI applications on Amazon Bedrock. An agent skill from aws/agent-toolkit-for-aws.

aws/agent-toolkit-for-aws

Provides authoritative compatibility checks, pricing estimates, connection troubleshooting, pre-warming guidance, and infrastructure mutations for Amazon Keyspaces (for Apache Cassandra).

aws/agent-toolkit-for-aws

Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch.

aws/agent-toolkit-for-aws

A skill your agent uses when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies.

aws/agent-toolkit-for-aws

A skill your agent uses when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues.

aws/agent-toolkit-for-aws

A skill your agent uses when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization, session lifecycle, rate limiting, input…

aws/agent-toolkit-for-aws

Guides migration, provisioning, search, log-analytics, trace-analytics, and Agentic AI Assistant workflows for Amazon OpenSearch Service and Serverless across six capabilities — migration…

aws/agent-toolkit-for-aws

Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch.

aws/agent-toolkit-for-aws

Guides building full-stack applications with AWS Blocks — an Infrastructure-from-Code framework.

aws/agent-toolkit-for-aws

Evaluates, configures, and migrates workloads to AWS Lambda Managed Instances (LMI).

aws/agent-toolkit-for-aws

AWS SDK for Swift development patterns. An agent skill from aws/agent-toolkit-for-aws.

aws/agent-toolkit-for-aws

Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK.

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 documentation by analyzing code, IaC, and configurations to…

aws/agent-toolkit-for-aws

Have a fast, conversational analysis with the AWS DevOps Agent.

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 recommendation, plan, or build — never influencing the…

aws/agent-toolkit-for-aws

Coordinate the AWS DevOps Agent across multiple AgentSpaces from one Claude Code session — route questions to the right space (prod vs staging vs knowledge), query several spaces in parallel and…

aws/agent-toolkit-for-aws

Run a fast AWS Security Agent diff scan on only the changed code since a git ref.

aws/agent-toolkit-for-aws

Migrate workloads from Google Cloud Platform to AWS — plus AI and agentic workloads from any provider.

aws/agent-toolkit-for-aws

Run a deep root-cause investigation on the AWS DevOps Agent.

aws/agent-toolkit-for-aws

Runs SQL queries on CloudWatch Logs data exported as Apache Iceberg tables in S3 Tables.

aws/agent-toolkit-for-aws

Enables Redshift system-table (SYS) log publishing to S3 Tables in Apache Iceberg format for both Provisioned clusters and Serverless namespaces, verifies publishing status, and queries the…

aws/agent-toolkit-for-aws

Queries S3 object metadata, tracks bucket activity, audits object changes, searches annotations, and analyzes storage metrics using S3 Metadata system tables (journal, inventory, annotation) and S3…

aws/agent-toolkit-for-aws

Runs SQL analytics on SageMaker Catalog asset metadata tables exported as Apache Iceberg in S3 Tables.

aws/agent-toolkit-for-aws

Advises on Amazon RDS open-source engines (MySQL, MariaDB, PostgreSQL) for instance creation, upgrade planning, commitment pricing, proxy evaluation, and Blue/Green deployments.

aws/agent-toolkit-for-aws

Provides connectivity, authentication, and troubleshooting guidance for Amazon RDS for SQL Server.

aws/agent-toolkit-for-aws

Pull AWS Security Agent findings (penetration tests and code reviews) and drive remediation.

aws/agent-toolkit-for-aws

Run automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile.

aws/agent-toolkit-for-aws

Run an AWS Security Agent scan on the workspace — uploads the source to AWS, scans it with the managed Security Agent service, and returns ranked, verified findings with code locations and…

aws/agent-toolkit-for-aws

Setup and diagnostics for the AWS DevOps Agent MCP connection.

aws/agent-toolkit-for-aws

Run an AWS Security Agent threat model review on spec/design documents.

aws/agent-toolkit-for-aws

Diagnoses and resolves Amazon EFS issues including mount failures, NFS timeouts, permission errors, throughput problems, and burst credit exhaustion.

aws/agent-toolkit-for-aws

Diagnoses and resolves Amazon S3 Files issues including mount failures, permission errors, synchronization problems, and performance issues.

aws/agent-toolkit-for-aws

Upgrades an MWAA environment to a newer Airflow version — within 2.x, within 3.x, or across the 2.x-to-3.x boundary.

aws/agent-toolkit-for-aws