agent-toolkit-for-aws
Teach AI coding agents to build, deploy, and secure AWS applications
All Skills in This Repository (144)
Pure Emerald Level Indicators
awscreating-data-lake-table
Create Iceberg tables in Amazon S3 Tables with schemas and partitioning.
awsstoring-and-querying-vectors
Store and query vector embeddings using Amazon S3 Vectors.
awsconnecting-to-data-source
Register and validate AWS Glue connections to external data sources.
awsfinding-data-lake-assets
Resolve data lake asset references to catalog entries across Glue, S3, and Redshift.
awsexploring-data-catalog
Inventory AWS data assets across Glue, S3 Tables, Redshift-federated, and Iceberg catalogs.
awsquerying-data-lake
Execute Athena SQL queries across Glue, S3 Tables, and Redshift catalogs.
awsingesting-into-data-lake
Ingest data from S3, JDBC, Snowflake, BigQuery, DynamoDB, and Glue catalogs into AWS data lakes.
awsaws-serverless
Guide building, deploying, debugging, and securing AWS serverless architectures.
awsaws-sdk-swift-usage
Configure and use AWS SDK for Swift clients with struct-based configs.
awsaws-messaging-and-streaming
Identify AWS messaging and streaming services for workload requirements.
awsaws-iam
Verify IAM edge-case claims against official AWS documentation.
awsaws-observability
Plan, configure, debug, and optimize AWS observability across CloudWatch, X-Ray, CloudTrail, and ADOT.
Frequently Asked Questions
FAQPage SchemaHow to install Agent Toolkit for AWS?▼
Run `npx skills add aws/agent-toolkit-for-aws --all -g -y` in your terminal to install all skills globally. You need an AWS account with local credentials configured for API calls.
What does Agent Toolkit for AWS do?▼
It gives AI coding agents accurate, current instructions for building and operating on AWS, covering services like Lambda, EC2, S3, Redshift, Bedrock, and IAM. It prevents common agent mistakes such as wrong API parameters, deprecated commands, and insecure defaults.
Which AI agents work with this toolkit?▼
It works with Claude Code, Codex, Cursor, and Kiro through ready-made plugins, plus any agent that supports the standard SKILL.md format. The bundled AWS MCP Server gives agents sandboxed, audit-logged access to over 300 AWS services.
Can it help with AWS security and cost reviews?▼
Yes. Dedicated skills scan code for vulnerabilities, run penetration tests, review IAM policies, analyze your bill, and find savings through right-sizing and Savings Plans recommendations.
Do I need coding experience to use it?▼
Basic familiarity with AWS and the command line helps, but the skills guide your agent step by step through tasks like signing in, deploying apps, and querying data lakes using plain-English requests.
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