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Agent skills by aws

aws publishes 10 audited skills on 1 repository: 6 SAFE, 2 CAUTION, 2 BLOCK.

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ModelsAtlas. “Agent skills by aws”. Retrieved 28 Oct 2026. https://modelsatlas.com/skills/aws

Verdicts across 10 skills

✓SAFE6!CAUTION2✕BLOCK2

Repositories

10 skills by aws · ranked by trust score, then stars

Amazon Aurora Mysql

aws/agent-toolkit-for-aws

✓SAFE B

Amazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL-compatible engine, Aurora serverless, parallel query). Trigger for Aurora MySQL cluster operations, ACU sizing,…

★ 3.3k89/100

Agents Optimize

aws/agent-toolkit-for-aws

✓SAFE B

Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization. Triggers on: "evaluate my agent", "add evaluator", "measure…

★ 3.3k89/100

Agents Harden

aws/agent-toolkit-for-aws

!CAUTION B

Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization, session lifecycle, rate limiting, input validation, and quota guidance. Triggers on:…

★ 3.3k89/100

Agents Get Started

aws/agent-toolkit-for-aws

✓SAFE B

Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, project scaffolding, first deploy, and first invocation. Triggers on: "build an agent", "create an…

★ 3k89/100

Agents Deploy

aws/agent-toolkit-for-aws

✓SAFE B

Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management, rollback, and canary deployments. Triggers on: "deploy my agent",…

★ 2.9k89/100

Agents Debug

aws/agent-toolkit-for-aws

✓SAFE B

Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. Reads traces and logs to diagnose root causes. Also checks prerequisites when the CLI itself isn't working.…

★ 2.9k89/100

Agents Connect

aws/agent-toolkit-for-aws

!CAUTION B

Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies. Handles gateway setup, target types, outbound auth (OAuth, API key, IAM), credentials, and…

★ 2.9k89/100

Agents Build

aws/agent-toolkit-for-aws

✓SAFE B

Use to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, code interpreter, payments, or resource removal. Triggers: "add memory", "remember across sessions",…

★ 2.9k89/100

Amazon Bedrock

aws/agent-toolkit-for-aws

✕BLOCK D

Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardrails, and AgentCore (including the Harness managed agent loop).…

★ 3.3k69/100

Amazon Aurora Postgresql

aws/agent-toolkit-for-aws

✕BLOCK D

Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-compatible engine, Aurora serverless, express configuration, pgvector, Babelfish). Trigger for Aurora…

★ 3.3k69/100

Questions about aws's skills

Are aws's skills safe?
6 of 10 are SAFE, 2 CAUTION and 2 BLOCK. Each skill is audited on its own, so check the page of the one you want.
Where do aws's skills come from?
1 repository: aws/agent-toolkit-for-aws (10 skills).

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