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Amazon Web Services agent skills for Claude Code, Codex and other agents.
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- 651
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- 215
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- Cloud platform
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Amazon Web Services skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Finds or validates a usable SageMaker execution role before deploying or training, so scripts do not try to create IAM roles they lack permission to create. | huggingface/ | 11k | 1 repo | ~1.8k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 2 | Chooses the right serving container and current image URI for deploying a Hugging Face model to a SageMaker endpoint, preferring Hugging Face images over generic ones. | huggingface/ | 11k | 1 repo | ~4.6k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 3 | Sets up an isolated Python environment with a supported interpreter and current boto3 before any SageMaker deployment, training or AWS automation code runs. | huggingface/ | 11k | 2 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 4 | Add or extend Redis commands in the Lettuce client API end-to-end — a new core command, a family of new commands, an extension to an existing command's options, or a module/area command… | redis/ | 5.8k | — | ~7.7k | Automated safety check: Notes | MIT | today |
| 5 | Upgrade an AWS Glue ETL job from Glue version 0.9 or 1.0 to Glue 4.0. | aws-samples/ | 1.5k | — | ~2.4k | Automated safety check: Pass | MIT-0 | 1 mo ago |
| 6 | A skill your agent uses when writing or editing Javadoc for Lettuce public API — new methods, classes, deprecations, or when a reviewer asks to fix or improve doc comments. | redis/ | 5.8k | — | ~809 | Automated safety check: Pass | MIT | today |
| 7 | Migrate a legacy AWS Glue development endpoint to a Glue interactive session, following the official AWS migration checklist. | aws-samples/ | 1.5k | — | ~3.6k | Automated safety check: Pass | MIT-0 | 1 mo ago |
| 8 | Add a new AWS event source attribute (e.g., Kinesis, Kafka, MQ) to the Lambda .NET Annotations framework, including the attribute class, source generator integration, CloudFormation writer, unit… | aws/ | 1.7k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 9 | Runs agent-browser on cloud browser sessions hosted by AWS Bedrock AgentCore, with credentials taken from the environment or the AWS CLI. | vercel-labs/ | 44k | — | ~1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 10 | "Learn then Build" — help developers understand AWS Well-Architected best practices for their specific workload, then produce actionable visual artifacts (architecture diagrams with WA annotations… | aws-samples/ | 273 | — | ~3.8k | Automated safety check: Pass | MIT-0 | yesterday |
| 11 | Evaluate, configure, and migrate workloads to AWS Lambda Managed Instances (LMI). | awslabs/ | 912 | — | ~4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | AWS CDK CLI general PR reviewer. An agent skill from aws/aws-cdk-cli. | aws/ | 107 | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 13 | Entry point for AI-agent work on AWS: pick a runtime, plan a migration for existing workloads, and build an executable POC — one phased flow. | aws/ | 2.8k | — | ~4.9k | Automated safety check: Pass | Apache-2.0 | today |
| 14 | Monitor hosts, Docker containers, Kubernetes clusters, database/queue/cache servers, and cloud-provider metrics with Pydantic Logfire — no application code required. | pydantic/ | 140 | — | ~1.8k | Automated safety check: Pass | MIT | 6 days ago |
| 15 | Generate preventive Well-Architected guardrails — AWS Config rules, Service Control Policies, permission boundaries, CloudWatch alarms, and IaC policy checks (CDK Aspects, cfn-guard, OPA/Sentinel) —… | aws-samples/ | 273 | — | ~2.8k | Automated safety check: Pass | MIT-0 | yesterday |
| 16 | Clean up AWS resources created by the AgentCore workshop. An agent skill from aws-samples/sample-amazon-bedrock-agentcore-onboarding. | aws-samples/ | 133 | — | ~789 | Automated safety check: Notes | MIT-0 | 5 days ago |
| 17 | Deploy, diff, or destroy the ABCA CDK stack. An agent skill from aws-samples/sample-autonomous-cloud-coding-agents. | aws-samples/ | 157 | — | ~1.4k | Automated safety check: Pass | MIT-0 | today |
| 18 | Advisory guidance for Amazon EKS architecture and configuration decisions — compute strategy, networking, security, reliability, cost, autoscaling, observability, multi-tenancy, and upgrade planning. | aws-samples/ | 113 | — | ~5k | Automated safety check: Pass | MIT-0 | today |
| 19 | A skill your agent uses when validating that a C2J-to-Smithy migrated AWS SDK service builds, packages, and stays API-compatible with the shipping SDK, or before reporting such a migration as done… | aws/ | 145 | — | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Generate comprehensive issue reports from HyperPod clusters (EKS and Slurm) by collecting diagnostic logs and configurations for troubleshooting and AWS Support cases. | awslabs/ | 912 | — | ~890 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | A skill your agent uses when a developer wants to build a new healthcare or life sciences agent, structure tools and system prompts for an HCLS workflow, or create a Strands agent with… | aws-samples/ | 274 | — | ~885 | Automated safety check: Pass | MIT-0 | 5 days ago |
| 22 | Onboard a new GitHub repository to the ABCA platform so the agent can target it. | aws-samples/ | 157 | — | ~2.8k | Automated safety check: Pass | MIT-0 | today |
| 23 | Diagnose performance issues on Amazon SageMaker HyperPod clusters — uneven NCCL bandwidth across nodes and poor filesystem throughput. | awslabs/ | 912 | — | ~4.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 24 | Migrates vibe-coded web applications to AWS. An agent skill from aws/agent-toolkit-for-aws. | aws/ | 2.8k | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
| 25 | A skill your agent uses when a developer wants to deploy an HCLS agent to Amazon Bedrock AgentCore, configure Gateway tools as MCP endpoints, set up authentication with Cognito, configure memory, or… | aws-samples/ | 274 | — | ~813 | Automated safety check: Pass | MIT-0 | 5 days ago |
| 26 | A skill your agent uses when working on the AWS SDK for .NET source code itself, including Core runtime changes, service client implementations, generator or model changes, repo-specific build and… | aws/ | 145 | — | ~503 | Automated safety check: Pass | Apache-2.0 | today |
| 27 | Scaffold and draft a new AgentCore workshop. An agent skill from aws-samples/sample-amazon-bedrock-agentcore-onboarding. | aws-samples/ | 133 | — | ~1.5k | Automated safety check: Notes | MIT-0 | 5 days ago |
| 28 | Find and select the best installed CAO agent profile for a task before delegating with assign or handoff. | awslabs/ | 1.4k | — | ~552 | Automated safety check: Pass | Apache-2.0 | today |
| 29 | Guided installation and first-time setup for ABCA. An agent skill from aws-samples/sample-autonomous-cloud-coding-agents. | aws-samples/ | 157 | — | ~1.4k | Automated safety check: Pass | MIT-0 | today |
| 30 | Scaffold and build cloud-native applications on AWS using @aws/nx-plugin generators. | awslabs/ | 151 | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 31 | Perform a full AWS Well-Architected Framework review evaluating all 57 questions across 6 pillars by analyzing code, IaC, and configurations to produce evidence-backed findings with… | aws-samples/ | 273 | — | ~11k | Automated safety check: Pass | MIT-0 | yesterday |
| 32 | Diagnostic-only skill for Slurm scheduler and node-daemon issues on Amazon SageMaker HyperPod Slurm clusters. | awslabs/ | 912 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 33 | Implement a GitHub issue end-to-end — branch, code, test, docs, and commit. | awslabs/ | 191 | — | ~1k | Automated safety check: Pass | Apache-2.0 | today |
| 34 | Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size. | aws/ | 2.8k | — | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 35 | Sync Japanese README translations with English source. An agent skill from aws-samples/sample-amazon-bedrock-agentcore-onboarding. | aws-samples/ | 133 | — | ~1.5k | Automated safety check: Pass | MIT-0 | 5 days ago |
| 36 | Submit a coding task to the ABCA platform via CLI or REST API. | aws-samples/ | 157 | — | ~1.6k | Automated safety check: Pass | MIT-0 | today |
| 37 | Assess a workload's readiness to migrate to AWS by analyzing existing code, dependencies, configurations, and infrastructure to produce evidence-backed findings covering the 7 Rs, risks, and a… | aws-samples/ | 273 | — | ~3.3k | Automated safety check: Pass | MIT-0 | yesterday |
| 38 | Entry point for hosting a model on Amazon SageMaker: asks a few questions, picks a deployment pathway and hands off to the specialist skills. | huggingface/ | 11k | 1 repo | ~2.1k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 39 | The Smithy JSON AST facts and model invariants the SmithyDotNet generator relies on. | aws/ | 145 | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 40 | Remote command execution and file transfer on SageMaker HyperPod cluster nodes via AWS Systems Manager (SSM). | awslabs/ | 912 | — | ~1.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 41 | Check and compare software component versions on SageMaker HyperPod cluster nodes - NVIDIA drivers, CUDA toolkit, cuDNN, NCCL, EFA, AWS OFI NCCL, GDRCopy, MPI, Neuron SDK (Trainium/Inferentia)… | awslabs/ | 912 | 1 repo | ~910 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 42 | Interact with CAO (CLI Agent Orchestrator) — launch multi-agent sessions, check status, send follow-up instructions, unblock stuck terminals, or shut down sessions. | awslabs/ | 1.4k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 43 | Deploys, queries, and debugs AWS Marketplace usage-based (PAYG) metering — the pipeline (ResolveCustomer, BatchMeterUsage, EventBridge via SAM) and querying/debugging metering records, statuses… | aws/ | 2.8k | — | ~18k | Automated safety check: Pass | Apache-2.0 | today |
| 44 | Diagnose and fix common ABCA issues: deployment failures, preflight errors, authentication problems, agent failures, and build issues. | aws-samples/ | 157 | — | ~2.7k | Automated safety check: Pass | MIT-0 | today |
| 45 | Smithy shape to .NET type mapping, nullability, collection element rules, and error-shape naming/member rules. | aws/ | 145 | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 46 | Selects a base model for the user's use case by querying SageMaker Hub. | awslabs/ | 912 | — | ~844 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 47 | Sub-skill of microsoft-365-agents-toolkit. An agent skill from microsoft/work-iq. | microsoft/ | 1k | 1 repo | ~2.3k | Automated safety check: Pass | Unknown | today |
| 48 | A skill your agent uses when reporting on UAT health across services and GPU targets — which service (EKS/GKE/AKS) x GPU (H100/GB200) x intent combinations are passing or failing in the UAT Run… | NVIDIA/ | 432 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
Questions, answered from the data.
What is the best Amazon Web Services skill?
SageMaker IAM Role Preflight (official) from huggingface/skills ranks first of the 651 Amazon Web Services skills listed here, with the highest score: its repository has 11k GitHub stars, 1 other GitHub owner carry a copy, its SKILL.md loads about 1.8k tokens and it passes the automated safety check with no findings. Next come SageMaker Serving Image Selection and Python Environment Setup for SageMaker.
Is there an official Amazon Web Services skill?
215 of the 651 Amazon Web Services skills are official, published by the vendor's own GitHub organization: SageMaker IAM Role Preflight, SageMaker Serving Image Selection, Python Environment Setup for SageMaker, Extend Commands API, Glue 09 10 Migration and 210 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.