Amazon Web Services Labs publishes official AI agent skills for its tools, services, and developer workflows. AWS Labs.
Browse 213 official AI agent skills across 11 Amazon Web Services Labs repositories, with install commands and source links.
Install
Install a full repository package, then let your agent activate the right skill for the task.
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
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.
npx skills add awslabs/agent-plugins -y
Includes 21 official skills: prompt-library-for-startups, start-building-for-startups, knowledge-base-for-startups, architect-for-startups, agent-advisor, gcp-to-aws.
npx skills add awslabs/startups -y
Includes 7 official skills: agentcore-investigation, amazon-aurora-dsql-skill, aurora-dsql-skill, aws-dsql-skill, distributed-postgres-skill, distributed-sql-skill.
npx skills add awslabs/mcp -y
Includes 42 official skills: edc-data-validation, ehr-data-parsing, claims-billing-rules, clinical-data-standards, dicom-processing, imaging-study-design.
npx skills add awslabs/hcls-agent-skills -y
Includes 14 official skills: aidlc, aidlc-session-cost, aidlc-jump, aidlc-knowledge, aidlc-outcomes-pack, aidlc-replay.
npx skills add awslabs/aidlc-workflows -y
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.
npx skills add awslabs/threat-modeling-mcp-server -y
Includes 58 official skills: _outside-target, add-app-to-server, agui-author, agui-author, aidlc-portfolio, alpha.
npx skills add awslabs/cli-agent-orchestrator -y
Includes 14 official skills: benefits-advisor, cost-efficiency-analyzer, earnings-snapshot, executive-financial-briefing, multi-quarter-trend-analysis, pdf.
npx skills add awslabs/agentcore-samples -y
Includes 9 official skills: bash-testing, build-slurm-image, deploy-infrastructure, deploy-slurm-cluster, deployment-preflight, hyperpod-devops-agent-solution.
npx skills add awslabs/awsome-distributed-ai -y
Includes 2 official skills: eval-judge, scenario-runner.
npx skills add awslabs/agent-builder-toolkit-aws-transform -y
Includes 2 official skills: argocd-addon, nodepools.
npx skills add awslabs/ai-on-eks -y
Individual skills
1-100 of 213 skills
Repository documentation
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 the full package:
npx skills add awslabs/agent-plugins -yInstall a specific skill:
npx skills add awslabs/agent-plugins@aws-lambda -yUse the package when you want your agent to choose the relevant skill from this official Amazon Web Services Labs repository.
View awslabs/agent-plugins on GitHub