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aws/agent-toolkit-for-aws
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | 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/ | 2.8k | — | ~8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 50 | Guides migration, provisioning, search, log-analytics, trace-analytics, and Agentic AI Assistant workflows for Amazon OpenSearch Service and Serverless across six capabilities — migration… | aws/ | 2.8k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 51 | Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. | aws/ | 2.8k | — | ~5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 52 | Guides building full-stack applications with AWS Blocks — an Infrastructure-from-Code framework. | aws/ | 2.8k | — | ~1.2k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 53 | Evaluates, configures, and migrates workloads to AWS Lambda Managed Instances (LMI). | aws/ | 2.8k | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 54 | AWS SDK for Swift development patterns. An agent skill from aws/agent-toolkit-for-aws. | aws/ | 2.8k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 55 | Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK. | aws/ | 2.8k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 56 | 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/ | 2.8k | — | ~3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 57 | Have a fast, conversational analysis with the AWS DevOps Agent. | aws/ | 2.8k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 58 | 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/ | 2.8k | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 59 | 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/ | 2.8k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 60 | Run a fast AWS Security Agent diff scan on only the changed code since a git ref. | aws/ | 2.8k | — | ~1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 61 | Migrate workloads from Google Cloud Platform to AWS — plus AI and agentic workloads from any provider. | aws/ | 2.8k | — | ~15k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 62 | Run a deep root-cause investigation on the AWS DevOps Agent. | aws/ | 2.8k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 63 | Runs SQL queries on CloudWatch Logs data exported as Apache Iceberg tables in S3 Tables. | aws/ | 2.8k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 64 | 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/ | 2.8k | — | ~5.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 65 | 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/ | 2.8k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 66 | Runs SQL analytics on SageMaker Catalog asset metadata tables exported as Apache Iceberg in S3 Tables. | aws/ | 2.8k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 67 | Advises on Amazon RDS open-source engines (MySQL, MariaDB, PostgreSQL) for instance creation, upgrade planning, commitment pricing, proxy evaluation, and Blue/Green deployments. | aws/ | 2.8k | — | ~6.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 68 | Provides connectivity, authentication, and troubleshooting guidance for Amazon RDS for SQL Server. | aws/ | 2.8k | — | ~6.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 69 | Pull AWS Security Agent findings (penetration tests and code reviews) and drive remediation. | aws/ | 2.8k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 70 | Run automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile. | aws/ | 2.8k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 71 | 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/ | 2.8k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 72 | Setup and diagnostics for the AWS DevOps Agent MCP connection. | aws/ | 2.8k | — | ~3.1k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 73 | Run an AWS Security Agent threat model review on spec/design documents. | aws/ | 2.8k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 74 | Diagnoses and resolves Amazon EFS issues including mount failures, NFS timeouts, permission errors, throughput problems, and burst credit exhaustion. | aws/ | 2.8k | — | ~1.6k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 75 | Diagnoses and resolves Amazon S3 Files issues including mount failures, permission errors, synchronization problems, and performance issues. | aws/ | 2.8k | — | ~1.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 76 | 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/ | 2.8k | — | ~7.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 77 | A skill your agent uses when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization. | aws/ | 2.8k | — | ~914 | Automated safety check: Notes | Apache-2.0 | yesterday |
| 78 | Runs quantum computing workflows on AWS through Amazon Braket — discovering devices (QPUs and simulators) and their availability, building gate-model circuits and analog Hamiltonian programs… | aws/ | 2.8k | — | ~4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 79 | Guides Amazon SES onboarding for domain-based email sending. | aws/ | 2.8k | — | ~4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 80 | Answers questions about Amazon Application Recovery Controller (ARC) Region switch including architecture, plans, execution blocks, workflows, triggers, active/active vs active/passive… | aws/ | 2.8k | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 81 | Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files for Serverless. | aws/ | 2.8k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 82 | Selects, deploys, and customizes AI models on Amazon SageMaker. | aws/ | 2.8k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 83 | Adds user authentication to web and mobile apps with Amazon Cognito (user pools and identity pools) and the AWS Amplify client auth libraries. | aws/ | 2.8k | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 84 | Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact. | aws/ | 2.8k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 85 | Guides the end-to-end AWS resilience lifecycle integrating Resilience Hub v2, Fault Injection Service, and Application Recovery Controller. | aws/ | 2.8k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 86 | Secret safety for AWS Secrets Manager, secret management, credentials, API keys, tokens, and passwords. | aws/ | 2.8k | — | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 87 | Creates a production-ready VPC with public and private subnets across multiple Availability Zones, including internet gateway, NAT gateways, route tables, and security groups following AWS… | aws/ | 2.8k | — | ~533 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 88 | Debugs AWS Lambda function timeout failures by systematically analyzing function configuration, CloudWatch logs and metrics, VPC/networking, cold starts, memory constraints, and downstream… | aws/ | 2.8k | — | ~502 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 89 | MANDATORY for Flink or Amazon Managed Service for Apache Flink (MSF) questions. | aws/ | 2.8k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 90 | Configures AWS Direct Connect: choosing a connection model (dedicated, hosted, or a link aggregation group) and completing the cross connect; creating private, public, and transit virtual interfaces… | aws/ | 2.8k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 91 | Exports Amazon RDS or Aurora database snapshots to Amazon S3 in Apache Parquet format for analytics, backup, or data migration. | aws/ | 2.8k | — | ~495 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 92 | Launches an EC2 instance with secure, cost-efficient defaults including AMI selection, burstable instance sizing, least-privilege IAM roles, hardened security groups, encrypted EBS volumes, and… | aws/ | 2.8k | — | ~536 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 93 | Operates Amazon Kinesis Data Streams (KDS). An agent skill from aws/agent-toolkit-for-aws. | aws/ | 2.8k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 94 | Guides an end-to-end data-warehouse migration to Amazon Redshift — discovery, schema/SQL/stored-procedure/macro/script conversion, data migration, validation, performance comparison, and reporting. | aws/ | 2.8k | — | ~2.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 95 | Amazon Redshift is NOT PostgreSQL — corrects PostgreSQL-derived LLM mistakes; covers Redshift-specific SQL, DDL, COPY/UNLOAD, system views, metadata discovery, and operational patterns. | aws/ | 2.8k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 96 | Runs and interprets AWS Resilience Hub v2 failure mode assessments. | aws/ | 2.8k | — | ~1k | Automated safety check: Pass | Apache-2.0 | yesterday |
