Amazon Web Services · For data scientists

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/skills

Upgrade an AWS Glue ETL job from Glue version 0.9 or 1.0 to Glue 4.0.

aws-samples/aws-glue-samples

Migrate a legacy AWS Glue development endpoint to a Glue interactive session, following the official AWS migration checklist.

aws-samples/aws-glue-samples

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/sample-well-architected-skills-and-steering

Runs ML training and batch jobs across clouds with SkyPilot, using spot instances, automatic region selection and managed recovery to cut GPU cost.

Orchestra-Research/AI-Research-SKILLs

AWS Database Migration Service (DMS) operational review and troubleshooting skill.

aws/tools-for-devops-agent

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/skills

Parses API Gateway access logs (AWS API Gateway, Kong, Nginx) to detect BOLA/IDOR attacks, rate limit bypass, credential scanning, and injection attempts.

mukul975/Anthropic-Cybersecurity-Skills

Data ingestion patterns for loading data from cloud storage, APIs, files, and streaming sources into databases.

ancoleman/ai-design-components

Full inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs.

aws/agent-toolkit-for-aws

Build workflows with AWS Step Functions state machines using the JSONata query language.

awslabs/agent-plugins

Creates a reusable use case specification file that defines the business problem, stakeholders, and measurable success criteria for model customization, as recommended by the AWS Responsible AI Lens.

awslabs/agent-plugins

Fetch YouTube transcripts via APIFY API. An agent skill from gooseworks-ai/goose-skills.

gooseworks-ai/goose-skills

Persists task and asset state across retries and DAG runs using Airflow 3.3's AIP-103 key/value stores (taskstatestore, assetstatestore) and the crash-safe ResumableJobMixin.

astronomer/agents

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

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

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

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

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

Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or YAML workflow files for Serverless.

aws/agent-toolkit-for-aws

提供数据库设计、优化、数据工程和数据分析能力。当需要处理数据库操作、数据管道或数据分析时使用. An agent skill from Prorise-cool/Claude-Code-Multi-Agent.

Prorise-cool/Claude-Code-Multi-Agent

Troubleshoots and debugs AWS Clean Rooms collaboration issues related to IAM roles, S3 bucket policies, KMS keys, Lake Formation permissions, and CloudWatch logging for custom ML model training and…

aws/agent-toolkit-for-aws

Routes any task involving AWS databases — choosing, comparing, recommending, getting started with, or operating a database — to the correct service-specific skill.

aws/agent-toolkit-for-aws

YOLO mode. An agent skill from davepoon/buildwithclaude.

davepoon/buildwithclaude

A skill your agent uses to investigate and troubleshoot AWS Glue problems by analyzing ETL jobs, crawlers, connections, Data Catalog, DPU utilization, Spark execution, and job bookmarks following…

Kilo-Org/kilo-marketplace

Selects, investigates, and compares AWS object, file, and block storage services, and answers cost, performance, configuration, security, and troubleshooting questions about storage services.

aws/agent-toolkit-for-aws