# Amazon Web Services Labs AI Agent Skills

Amazon Web Services Labs publishes official AI agent skills for its tools, services, and developer workflows. AWS Labs.

Browse 166 official AI agent skills across 10 Amazon Web Services Labs repositories, with install commands and source links.

Official page: https://skillscout.sh/official/awslabs/
Markdown page: https://skillscout.sh/official/awslabs/awslabs_skills_skillscout.md
Vendor website: http://amazon.com/aws/

## Prompt for your agent

Fetch this Markdown manifest as plain text: https://skillscout.sh/official/awslabs/awslabs_skills_skillscout.md. If your browser cannot display the Markdown directly, use curl or another text fetcher. Recommend the relevant Amazon Web Services Labs skills package or packages for my goal, explain which individual skills matter, and wait for my approval. After I approve, install with the npx command. If no project is open, install it as an agent skill I can use later.

## Skills packages

### awslabs/agent-plugins

Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS. Includes 34 official skills: aws-lambda, deploy, aws-architecture-diagram, directory-management, use-case-specification, planning.

Install:

```bash
npx skills add awslabs/agent-plugins -y
```

Source: https://github.com/awslabs/agent-plugins

### awslabs/startups

Includes 16 official skills: prompt-library-for-startups, knowledge-base-for-startups, start-building-for-startups, architect-for-startups, agent-advisor, gcp-to-aws.

Install:

```bash
npx skills add awslabs/startups -y
```

Source: https://github.com/awslabs/startups

### awslabs/mcp

Includes 7 official skills: agentcore-investigation, amazon-aurora-dsql-skill, aurora-dsql-skill, aws-dsql-skill, distributed-postgres-skill, distributed-sql-skill.

Install:

```bash
npx skills add awslabs/mcp -y
```

Source: https://github.com/awslabs/mcp

### awslabs/hcls-agent-skills

Includes 41 official skills: imaging-study-design, aws-genai-ml-architect, claims-billing-rules, ehr-data-parsing, risk-adjustment-strategy, clinical-data-standards.

Install:

```bash
npx skills add awslabs/hcls-agent-skills -y
```

Source: https://github.com/awslabs/hcls-agent-skills

### awslabs/threat-modeling-mcp-server

Includes 10 official skills: phase-8-residual-risk, phase-1-business-context, phase-2-architecture, phase-3-threat-actors, phase-4-trust-boundaries, phase-5-asset-flows.

Install:

```bash
npx skills add awslabs/threat-modeling-mcp-server -y
```

Source: https://github.com/awslabs/threat-modeling-mcp-server

### awslabs/cli-agent-orchestrator

Includes 31 official skills: add-app-to-server, agui-author, agui-author, aidlc-portfolio, cao-agent-routing, cao-agent-routing.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator -y
```

Source: https://github.com/awslabs/cli-agent-orchestrator

### awslabs/agentcore-samples

Includes 14 official skills: benefits-advisor, cost-efficiency-analyzer, earnings-snapshot, executive-financial-briefing, multi-quarter-trend-analysis, pdf.

Install:

```bash
npx skills add awslabs/agentcore-samples -y
```

Source: https://github.com/awslabs/agentcore-samples

### awslabs/awsome-distributed-ai

Includes 9 official skills: bash-testing, build-slurm-image, deploy-infrastructure, deploy-slurm-cluster, deployment-preflight, hyperpod-devops-agent-solution.

Install:

```bash
npx skills add awslabs/awsome-distributed-ai -y
```

Source: https://github.com/awslabs/awsome-distributed-ai

### awslabs/agent-builder-toolkit-aws-transform

Includes 2 official skills: eval-judge, scenario-runner.

Install:

```bash
npx skills add awslabs/agent-builder-toolkit-aws-transform -y
```

Source: https://github.com/awslabs/agent-builder-toolkit-aws-transform

### awslabs/ai-on-eks

Includes 2 official skills: argocd-addon, nodepools.

Install:

```bash
npx skills add awslabs/ai-on-eks -y
```

Source: https://github.com/awslabs/ai-on-eks

## Individual skills

### aws-lambda

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@aws-lambda -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/aws-serverless/skills/aws-lambda

### deploy

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@deploy -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/deploy-on-aws/skills/deploy

### aws-architecture-diagram

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@aws-architecture-diagram -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/deploy-on-aws/skills/aws-architecture-diagram

### directory-management

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@directory-management -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/directory-management

### use-case-specification

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@use-case-specification -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/use-case-specification

### planning

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@planning -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/planning

### aws-serverless-deployment

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@aws-serverless-deployment -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/aws-serverless/skills/aws-serverless-deployment

### dataset-evaluation

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@dataset-evaluation -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/dataset-evaluation

### finetuning

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@finetuning -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/finetuning

### model-deployment

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@model-deployment -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/model-deployment

### dataset-transformation

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@dataset-transformation -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/dataset-transformation

### hyperpod-ssm

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@hyperpod-ssm -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/hyperpod-ssm

### hyperpod-version-checker

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@hyperpod-version-checker -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/hyperpod-version-checker

### hyperpod-issue-report

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@hyperpod-issue-report -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/hyperpod-issue-report

### model-evaluation

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@model-evaluation -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/model-evaluation

### amplify-workflow

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@amplify-workflow -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/aws-amplify/skills/amplify-workflow

### aws-lambda-durable-functions

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@aws-lambda-durable-functions -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/aws-serverless/skills/aws-lambda-durable-functions

### amazon-location-service

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@amazon-location-service -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/amazon-location-service/skills/amazon-location-service

### hyperpod-performance-debugger

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@hyperpod-performance-debugger -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/hyperpod-performance-debugger

### hyperpod-nccl

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@hyperpod-nccl -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/hyperpod-nccl

### hyperpod-node-debugger

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@hyperpod-node-debugger -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/hyperpod-node-debugger

### hyperpod-slurm-debugger

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@hyperpod-slurm-debugger -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/hyperpod-slurm-debugger

### hyperpod-cluster-debugger

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@hyperpod-cluster-debugger -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/hyperpod-cluster-debugger

### api-gateway

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@api-gateway -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/aws-serverless/skills/api-gateway

### sdk-getting-started

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@sdk-getting-started -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/sdk-getting-started

### finetuning-technique

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@finetuning-technique -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/finetuning-technique

### model-selection

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@model-selection -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/sagemaker-ai/skills/model-selection

### dsql

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@dsql -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/databases-on-aws/skills/dsql

### document-service

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@document-service -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/codebase-documentor-for-aws/skills/document-service

### aws-transform

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@aws-transform -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/aws-transform/skills/aws-transform

### elastic-beanstalk

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@elastic-beanstalk -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/deploy-on-aws/skills/elastic-beanstalk

### aws-step-functions

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@aws-step-functions -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/aws-serverless/skills/aws-step-functions

### aws-lambda-managed-instances

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@aws-lambda-managed-instances -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/aws-serverless/skills/aws-lambda-managed-instances

### aws-lambda-microvms

Official Amazon Web Services Labs skill from awslabs/agent-plugins.

Install:

```bash
npx skills add awslabs/agent-plugins@aws-lambda-microvms -y
```

Package: awslabs/agent-plugins
Source: https://github.com/awslabs/agent-plugins/tree/HEAD/plugins/aws-serverless/skills/aws-lambda-microvms

### prompt-library-for-startups

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@prompt-library-for-startups -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/advisor/plugins/aws-startup-advisor/skills/prompt-library-for-startups

### knowledge-base-for-startups

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@knowledge-base-for-startups -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/advisor/plugins/aws-startup-advisor/skills/knowledge-base-for-startups

### start-building-for-startups

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@start-building-for-startups -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/advisor/plugins/aws-startup-advisor/skills/start-building-for-startups

### architect-for-startups

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@architect-for-startups -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/advisor/plugins/aws-startup-advisor/skills/architect-for-startups

### agent-advisor

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@agent-advisor -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/advisor/plugins/aws-startup-advisor/skills/agent-advisor

### gcp-to-aws

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@gcp-to-aws -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/advisor/plugins/aws-startup-advisor/skills/gcp-to-aws

### heroku-to-aws

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@heroku-to-aws -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/advisor/plugins/aws-startup-advisor/skills/heroku-to-aws

### llm-to-bedrock

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@llm-to-bedrock -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/advisor/plugins/aws-startup-advisor/skills/llm-to-bedrock

### tf-best-practices

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@tf-best-practices -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/advisor/plugins/aws-startup-advisor/skills/tf-best-practices

### agent-advisor

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@agent-advisor -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/migrate/plugins/migration-to-aws/skills/agent-advisor

### agentcore-patterns

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@agentcore-patterns -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/solution-architecture/plugins/aws-startups-solution-architecture/skills/agentcore-patterns

### gcp-to-aws

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@gcp-to-aws -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/main/migrate/plugins/migration-to-aws/skills/gcp-to-aws

### heroku-to-aws

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@heroku-to-aws -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/main/migrate/plugins/migration-to-aws/skills/heroku-to-aws

### llm-to-bedrock

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@llm-to-bedrock -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/migrate/plugins/migration-to-aws/skills/llm-to-bedrock

### multi-tenant-isolation

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@multi-tenant-isolation -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/solution-architecture/plugins/aws-startups-solution-architecture/skills/multi-tenant-isolation

### tf-best-practices

Official Amazon Web Services Labs skill from awslabs/startups.

Install:

```bash
npx skills add awslabs/startups@tf-best-practices -y
```

Package: awslabs/startups
Source: https://github.com/awslabs/startups/tree/HEAD/migrate/plugins/migration-to-aws/skills/tf-best-practices

### agentcore-investigation

Official Amazon Web Services Labs skill from awslabs/mcp.

Install:

```bash
npx skills add awslabs/mcp@agentcore-investigation -y
```

Package: awslabs/mcp
Source: https://github.com/awslabs/mcp/tree/main/src/cloudwatch-mcp-server/skills/agentcore-investigation

### amazon-aurora-dsql-skill

Official Amazon Web Services Labs skill from awslabs/mcp.

Install:

```bash
npx skills add awslabs/mcp@amazon-aurora-dsql-skill -y
```

Package: awslabs/mcp
Source: https://github.com/awslabs/mcp/tree/main/src/aurora-dsql-mcp-server/skills/amazon-aurora-dsql-skill

### aurora-dsql-skill

Official Amazon Web Services Labs skill from awslabs/mcp.

Install:

```bash
npx skills add awslabs/mcp@aurora-dsql-skill -y
```

Package: awslabs/mcp
Source: https://github.com/awslabs/mcp/tree/main/src/aurora-dsql-mcp-server/skills/aurora-dsql-skill

### aws-dsql-skill

Official Amazon Web Services Labs skill from awslabs/mcp.

Install:

```bash
npx skills add awslabs/mcp@aws-dsql-skill -y
```

Package: awslabs/mcp
Source: https://github.com/awslabs/mcp/tree/main/src/aurora-dsql-mcp-server/skills/aws-dsql-skill

### distributed-postgres-skill

Official Amazon Web Services Labs skill from awslabs/mcp.

Install:

```bash
npx skills add awslabs/mcp@distributed-postgres-skill -y
```

Package: awslabs/mcp
Source: https://github.com/awslabs/mcp/tree/main/src/aurora-dsql-mcp-server/skills/distributed-postgres-skill

### distributed-sql-skill

Official Amazon Web Services Labs skill from awslabs/mcp.

Install:

```bash
npx skills add awslabs/mcp@distributed-sql-skill -y
```

Package: awslabs/mcp
Source: https://github.com/awslabs/mcp/tree/main/src/aurora-dsql-mcp-server/skills/distributed-sql-skill

### dsql-skill

Official Amazon Web Services Labs skill from awslabs/mcp.

Install:

```bash
npx skills add awslabs/mcp@dsql-skill -y
```

Package: awslabs/mcp
Source: https://github.com/awslabs/mcp/tree/main/src/aurora-dsql-mcp-server/skills/dsql-skill

### imaging-study-design

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@imaging-study-design -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/imaging-study-design

### aws-genai-ml-architect

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@aws-genai-ml-architect -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/main/skills/aws-genai-ml-architect

### claims-billing-rules

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@claims-billing-rules -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/main/skills/claims-billing-rules

### ehr-data-parsing

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@ehr-data-parsing -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/ehr-data-parsing

### risk-adjustment-strategy

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@risk-adjustment-strategy -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/risk-adjustment-strategy

### clinical-data-standards

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@clinical-data-standards -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/main/skills/clinical-data-standards

### dicom-processing

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@dicom-processing -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/dicom-processing

### digital-pathology

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@digital-pathology -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/digital-pathology

### edc-data-validation

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@edc-data-validation -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/edc-data-validation

### ml-researcher

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@ml-researcher -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/ml-researcher

### risk-adjustment

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@risk-adjustment -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/risk-adjustment

### risk-stratification-indices

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@risk-stratification-indices -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/risk-stratification-indices

### cdisc-compliance

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@cdisc-compliance -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/main/skills/cdisc-compliance

### claims-analytics

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@claims-analytics -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/main/skills/claims-analytics

### genomic-variant-interpretation

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@genomic-variant-interpretation -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/genomic-variant-interpretation

### hedis-measure-specification

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@hedis-measure-specification -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/hedis-measure-specification

### multi-omics-pipeline

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@multi-omics-pipeline -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/multi-omics-pipeline

### pharmacoepidemiology

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@pharmacoepidemiology -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/pharmacoepidemiology

### quality-measures

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@quality-measures -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/quality-measures

### radiology-preprocessing

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@radiology-preprocessing -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/radiology-preprocessing

### rwd-cohort-analysis

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@rwd-cohort-analysis -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/rwd-cohort-analysis

### trajectory-analysis

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@trajectory-analysis -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/trajectory-analysis

### variant-calling

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@variant-calling -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/variant-calling

### biomarker-discovery

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@biomarker-discovery -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/main/skills/biomarker-discovery

### cell-type-annotation

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@cell-type-annotation -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/main/skills/cell-type-annotation

### cheminformatics

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@cheminformatics -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/main/skills/cheminformatics

### drug-repurposing

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@drug-repurposing -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/drug-repurposing

### molecular-docking

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@molecular-docking -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/molecular-docking

### multi-omics-integration

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@multi-omics-integration -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/multi-omics-integration

### ngs-quality-control

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@ngs-quality-control -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/ngs-quality-control

### pa-clinical-policy

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@pa-clinical-policy -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/pa-clinical-policy

### pa-decision-automation

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@pa-decision-automation -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/pa-decision-automation

### protein-structure-analysis

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@protein-structure-analysis -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/protein-structure-analysis

### quantitative-proteomics

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@quantitative-proteomics -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/quantitative-proteomics

### rna-seq-analysis

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@rna-seq-analysis -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/rna-seq-analysis

### scrna-seq-pipeline

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@scrna-seq-pipeline -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/scrna-seq-pipeline

### structure-based-drug-design

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@structure-based-drug-design -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/structure-based-drug-design

### translational-research

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@translational-research -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/translational-research

### provider-denial-workup

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@provider-denial-workup -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/provider-denial-workup

### coordination-of-benefits

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@coordination-of-benefits -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/coordination-of-benefits

### medical-device-software-compliance

Official Amazon Web Services Labs skill from awslabs/hcls-agent-skills.

Install:

```bash
npx skills add awslabs/hcls-agent-skills@medical-device-software-compliance -y
```

Package: awslabs/hcls-agent-skills
Source: https://github.com/awslabs/hcls-agent-skills/tree/HEAD/skills/medical-device-software-compliance

### phase-8-residual-risk

Official Amazon Web Services Labs skill from awslabs/threat-modeling-mcp-server.

Install:

```bash
npx skills add awslabs/threat-modeling-mcp-server@phase-8-residual-risk -y
```

Package: awslabs/threat-modeling-mcp-server
Source: https://github.com/awslabs/threat-modeling-mcp-server/tree/HEAD/.kiro/skills/phase-8-residual-risk

### phase-1-business-context

Official Amazon Web Services Labs skill from awslabs/threat-modeling-mcp-server.

Install:

```bash
npx skills add awslabs/threat-modeling-mcp-server@phase-1-business-context -y
```

Package: awslabs/threat-modeling-mcp-server
Source: https://github.com/awslabs/threat-modeling-mcp-server/tree/main/.kiro/skills/phase-1-business-context

### phase-2-architecture

Official Amazon Web Services Labs skill from awslabs/threat-modeling-mcp-server.

Install:

```bash
npx skills add awslabs/threat-modeling-mcp-server@phase-2-architecture -y
```

Package: awslabs/threat-modeling-mcp-server
Source: https://github.com/awslabs/threat-modeling-mcp-server/tree/main/.kiro/skills/phase-2-architecture

### phase-3-threat-actors

Official Amazon Web Services Labs skill from awslabs/threat-modeling-mcp-server.

Install:

```bash
npx skills add awslabs/threat-modeling-mcp-server@phase-3-threat-actors -y
```

Package: awslabs/threat-modeling-mcp-server
Source: https://github.com/awslabs/threat-modeling-mcp-server/tree/main/.kiro/skills/phase-3-threat-actors

### phase-4-trust-boundaries

Official Amazon Web Services Labs skill from awslabs/threat-modeling-mcp-server.

Install:

```bash
npx skills add awslabs/threat-modeling-mcp-server@phase-4-trust-boundaries -y
```

Package: awslabs/threat-modeling-mcp-server
Source: https://github.com/awslabs/threat-modeling-mcp-server/tree/main/.kiro/skills/phase-4-trust-boundaries

### phase-5-asset-flows

Official Amazon Web Services Labs skill from awslabs/threat-modeling-mcp-server.

Install:

```bash
npx skills add awslabs/threat-modeling-mcp-server@phase-5-asset-flows -y
```

Package: awslabs/threat-modeling-mcp-server
Source: https://github.com/awslabs/threat-modeling-mcp-server/tree/main/.kiro/skills/phase-5-asset-flows

### phase-6-threat-identification

Official Amazon Web Services Labs skill from awslabs/threat-modeling-mcp-server.

Install:

```bash
npx skills add awslabs/threat-modeling-mcp-server@phase-6-threat-identification -y
```

Package: awslabs/threat-modeling-mcp-server
Source: https://github.com/awslabs/threat-modeling-mcp-server/tree/main/.kiro/skills/phase-6-threat-identification

### phase-7-5-code-validation

Official Amazon Web Services Labs skill from awslabs/threat-modeling-mcp-server.

Install:

```bash
npx skills add awslabs/threat-modeling-mcp-server@phase-7-5-code-validation -y
```

Package: awslabs/threat-modeling-mcp-server
Source: https://github.com/awslabs/threat-modeling-mcp-server/tree/main/.kiro/skills/phase-7-5-code-validation

### phase-7-mitigation-planning

Official Amazon Web Services Labs skill from awslabs/threat-modeling-mcp-server.

Install:

```bash
npx skills add awslabs/threat-modeling-mcp-server@phase-7-mitigation-planning -y
```

Package: awslabs/threat-modeling-mcp-server
Source: https://github.com/awslabs/threat-modeling-mcp-server/tree/HEAD/.kiro/skills/phase-7-mitigation-planning

### phase-9-output-generation

Official Amazon Web Services Labs skill from awslabs/threat-modeling-mcp-server.

Install:

```bash
npx skills add awslabs/threat-modeling-mcp-server@phase-9-output-generation -y
```

Package: awslabs/threat-modeling-mcp-server
Source: https://github.com/awslabs/threat-modeling-mcp-server/tree/HEAD/.kiro/skills/phase-9-output-generation

### add-app-to-server

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@add-app-to-server -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/skills/vendor/ext-apps/add-app-to-server

### agui-author

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@agui-author -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/agui-author

### agui-author

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@agui-author -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/agui-author

### aidlc-portfolio

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@aidlc-portfolio -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/examples/aidlc-portfolio/skills/aidlc-portfolio

### cao-agent-routing

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-agent-routing -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/skills/cao-agent-routing

### cao-agent-routing

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-agent-routing -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/cao-agent-routing

### cao-learning

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-learning -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/skills/cao-learning

### cao-learning

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-learning -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/cao-learning

### cao-mcp-apps

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-mcp-apps -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/cao-mcp-apps

### cao-mcp-apps

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-mcp-apps -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/cao-mcp-apps

### cao-memory

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-memory -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/cao-memory

### cao-memory

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-memory -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/cao-memory

### cao-plugin

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-plugin -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/cao-plugin

### cao-plugin

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-plugin -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/cao-plugin

### cao-provider

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-provider -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/cao-provider

### cao-provider

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-provider -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/cao-provider

### cao-session-liveness

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-session-liveness -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/skills/cao-session-liveness

### cao-session-liveness

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-session-liveness -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/cao-session-liveness

### cao-session-management

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-session-management -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/cao-session-management

### cao-session-management

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-session-management -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/cao-session-management

### cao-supervisor-protocols

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-supervisor-protocols -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/cao-supervisor-protocols

### cao-supervisor-protocols

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-supervisor-protocols -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/cao-supervisor-protocols

### cao-worker-protocols

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-worker-protocols -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/skills/cao-worker-protocols

### cao-worker-protocols

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-worker-protocols -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/cao-worker-protocols

### cao-workflow

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-workflow -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/main/skills/cao-workflow

### cao-workflow

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@cao-workflow -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/cao-workflow

### convert-web-app

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@convert-web-app -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/skills/vendor/ext-apps/convert-web-app

### create-mcp-app

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@create-mcp-app -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/skills/vendor/ext-apps/create-mcp-app

### mcp-apps-builder

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@mcp-apps-builder -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/skills/mcp-apps-builder

### mcp-apps-builder

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@mcp-apps-builder -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/src/cli_agent_orchestrator/skills/mcp-apps-builder

### migrate-oai-app

Official Amazon Web Services Labs skill from awslabs/cli-agent-orchestrator.

Install:

```bash
npx skills add awslabs/cli-agent-orchestrator@migrate-oai-app -y
```

Package: awslabs/cli-agent-orchestrator
Source: https://github.com/awslabs/cli-agent-orchestrator/tree/HEAD/skills/vendor/ext-apps/migrate-oai-app

### benefits-advisor

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@benefits-advisor -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/HEAD/01-features/06-observe-evaluate-optimize-your-agent/02-evaluate/skills-evaluation/skills/benefits-advisor

### cost-efficiency-analyzer

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@cost-efficiency-analyzer -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/main/01-features/07-centralize-and-govern-your-ai-infrastructure/03-registry/03-advanced/strands-mcp-ecs-registry/my_skills/cost-efficiency-analyzer

### earnings-snapshot

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@earnings-snapshot -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/HEAD/02-use-cases/01-conversational-agents/market-trends-agent/skills/earnings-snapshot

### executive-financial-briefing

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@executive-financial-briefing -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/main/01-features/07-centralize-and-govern-your-ai-infrastructure/03-registry/03-advanced/strands-mcp-ecs-registry/my_skills/executive-financial-briefing

### multi-quarter-trend-analysis

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@multi-quarter-trend-analysis -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/main/01-features/07-centralize-and-govern-your-ai-infrastructure/03-registry/03-advanced/strands-mcp-ecs-registry/my_skills/multi-quarter-trend-analysis

### pdf

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@pdf -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/HEAD/01-features/07-centralize-and-govern-your-ai-infrastructure/03-registry/03-advanced/registry-skills-dynamic-discovery/skills/pdf

### persistent-notes

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@persistent-notes -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/main/06-workshops/01-agentcore-runtime/10-managed-session-storage/persistent-notes

### portfolio-risk

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@portfolio-risk -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/HEAD/02-use-cases/01-conversational-agents/market-trends-agent/skills/portfolio-risk

### pto-planning

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@pto-planning -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/HEAD/01-features/06-observe-evaluate-optimize-your-agent/02-evaluate/skills-evaluation/skills/pto-planning

### quarterly-kpi-calculator

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@quarterly-kpi-calculator -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/main/01-features/07-centralize-and-govern-your-ai-infrastructure/03-registry/03-advanced/strands-mcp-ecs-registry/my_skills/quarterly-kpi-calculator

### revenue-growth-analyst

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@revenue-growth-analyst -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/main/01-features/07-centralize-and-govern-your-ai-infrastructure/03-registry/03-advanced/strands-mcp-ecs-registry/my_skills/revenue-growth-analyst

### sector-rotation

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@sector-rotation -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/HEAD/02-use-cases/01-conversational-agents/market-trends-agent/skills/sector-rotation

### trend-analysis

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@trend-analysis -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/HEAD/02-use-cases/01-conversational-agents/market-trends-agent/skills/trend-analysis

### weather-reporter

Official Amazon Web Services Labs skill from awslabs/agentcore-samples.

Install:

```bash
npx skills add awslabs/agentcore-samples@weather-reporter -y
```

Package: awslabs/agentcore-samples
Source: https://github.com/awslabs/agentcore-samples/tree/main/06-workshops/01-agentcore-runtime/01-hosting-agent/06-strands-with-skills/skills/weather-reporter

### bash-testing

Official Amazon Web Services Labs skill from awslabs/awsome-distributed-ai.

Install:

```bash
npx skills add awslabs/awsome-distributed-ai@bash-testing -y
```

Package: awslabs/awsome-distributed-ai
Source: https://github.com/awslabs/awsome-distributed-ai/tree/HEAD/architectures/sagemaker-hyperpod-eks/slinky-slurm/.opencode/skills/bash-testing

### build-slurm-image

Official Amazon Web Services Labs skill from awslabs/awsome-distributed-ai.

Install:

```bash
npx skills add awslabs/awsome-distributed-ai@build-slurm-image -y
```

Package: awslabs/awsome-distributed-ai
Source: https://github.com/awslabs/awsome-distributed-ai/tree/HEAD/architectures/sagemaker-hyperpod-eks/slinky-slurm/.opencode/skills/build-slurm-image

### deploy-infrastructure

Official Amazon Web Services Labs skill from awslabs/awsome-distributed-ai.

Install:

```bash
npx skills add awslabs/awsome-distributed-ai@deploy-infrastructure -y
```

Package: awslabs/awsome-distributed-ai
Source: https://github.com/awslabs/awsome-distributed-ai/tree/HEAD/architectures/sagemaker-hyperpod-eks/slinky-slurm/.opencode/skills/deploy-infrastructure

### deploy-slurm-cluster

Official Amazon Web Services Labs skill from awslabs/awsome-distributed-ai.

Install:

```bash
npx skills add awslabs/awsome-distributed-ai@deploy-slurm-cluster -y
```

Package: awslabs/awsome-distributed-ai
Source: https://github.com/awslabs/awsome-distributed-ai/tree/HEAD/architectures/sagemaker-hyperpod-eks/slinky-slurm/.opencode/skills/deploy-slurm-cluster

### deployment-preflight

Official Amazon Web Services Labs skill from awslabs/awsome-distributed-ai.

Install:

```bash
npx skills add awslabs/awsome-distributed-ai@deployment-preflight -y
```

Package: awslabs/awsome-distributed-ai
Source: https://github.com/awslabs/awsome-distributed-ai/tree/HEAD/architectures/sagemaker-hyperpod-eks/slinky-slurm/.opencode/skills/deployment-preflight

### hyperpod-devops-agent-solution

Official Amazon Web Services Labs skill from awslabs/awsome-distributed-ai.

Install:

```bash
npx skills add awslabs/awsome-distributed-ai@hyperpod-devops-agent-solution -y
```

Package: awslabs/awsome-distributed-ai
Source: https://github.com/awslabs/awsome-distributed-ai/tree/HEAD/architectures/sagemaker-hyperpod-slurm/tools/devops-agent/skills/hyperpod-devops-agent-solution

### hyperpod-incident-rca

Official Amazon Web Services Labs skill from awslabs/awsome-distributed-ai.

Install:

```bash
npx skills add awslabs/awsome-distributed-ai@hyperpod-incident-rca -y
```

Package: awslabs/awsome-distributed-ai
Source: https://github.com/awslabs/awsome-distributed-ai/tree/HEAD/architectures/sagemaker-hyperpod-slurm/tools/devops-agent/skills/hyperpod-incident-rca

### hyperpod-incident-triage

Official Amazon Web Services Labs skill from awslabs/awsome-distributed-ai.

Install:

```bash
npx skills add awslabs/awsome-distributed-ai@hyperpod-incident-triage -y
```

Package: awslabs/awsome-distributed-ai
Source: https://github.com/awslabs/awsome-distributed-ai/tree/HEAD/architectures/sagemaker-hyperpod-slurm/tools/devops-agent/skills/hyperpod-incident-triage

### validate-deployment

Official Amazon Web Services Labs skill from awslabs/awsome-distributed-ai.

Install:

```bash
npx skills add awslabs/awsome-distributed-ai@validate-deployment -y
```

Package: awslabs/awsome-distributed-ai
Source: https://github.com/awslabs/awsome-distributed-ai/tree/HEAD/architectures/sagemaker-hyperpod-eks/slinky-slurm/.opencode/skills/validate-deployment

### eval-judge

Official Amazon Web Services Labs skill from awslabs/agent-builder-toolkit-aws-transform.

Install:

```bash
npx skills add awslabs/agent-builder-toolkit-aws-transform@eval-judge -y
```

Package: awslabs/agent-builder-toolkit-aws-transform
Source: https://github.com/awslabs/agent-builder-toolkit-aws-transform/tree/main/evaluation/src/eval_runner/execution/data/skills/eval-judge

### scenario-runner

Official Amazon Web Services Labs skill from awslabs/agent-builder-toolkit-aws-transform.

Install:

```bash
npx skills add awslabs/agent-builder-toolkit-aws-transform@scenario-runner -y
```

Package: awslabs/agent-builder-toolkit-aws-transform
Source: https://github.com/awslabs/agent-builder-toolkit-aws-transform/tree/HEAD/evaluation/src/eval_runner/execution/data/skills/scenario-runner

### argocd-addon

Official Amazon Web Services Labs skill from awslabs/ai-on-eks.

Install:

```bash
npx skills add awslabs/ai-on-eks@argocd-addon -y
```

Package: awslabs/ai-on-eks
Source: https://github.com/awslabs/ai-on-eks/tree/main/.kiro/skills/argocd-addon

### nodepools

Official Amazon Web Services Labs skill from awslabs/ai-on-eks.

Install:

```bash
npx skills add awslabs/ai-on-eks@nodepools -y
```

Package: awslabs/ai-on-eks
Source: https://github.com/awslabs/ai-on-eks/tree/main/.kiro/skills/nodepools

## awslabs/agent-plugins package overview

Agent Plugins for AWS equip AI coding agents with the skills to help you architect, deploy, and operate on AWS. Includes 34 official skills: aws-lambda, deploy, aws-architecture-diagram, directory-management, use-case-specification, planning.

### Top skills in this package

- aws-lambda: Official Amazon Web Services Labs skill from awslabs/agent-plugins.
- deploy: Official Amazon Web Services Labs skill from awslabs/agent-plugins.
- aws-architecture-diagram: Official Amazon Web Services Labs skill from awslabs/agent-plugins.
- directory-management: Official Amazon Web Services Labs skill from awslabs/agent-plugins.
- use-case-specification: Official Amazon Web Services Labs skill from awslabs/agent-plugins.
- planning: Official Amazon Web Services Labs skill from awslabs/agent-plugins.
- aws-serverless-deployment: Official Amazon Web Services Labs skill from awslabs/agent-plugins.
- dataset-evaluation: Official Amazon Web Services Labs skill from awslabs/agent-plugins.

### Install

Install the full package:

```bash
npx skills add awslabs/agent-plugins -y
```

Install a specific skill:

```bash
npx skills add awslabs/agent-plugins@aws-lambda -y
```

Use the package when you want your agent to choose the relevant skill from this official repository.

Source: https://github.com/awslabs/agent-plugins#readme