sample-well-architecte…
Reusable skills and steering that teach AI coding agents how to apply the AWS Well-Architected Framework. One set of playbooks, 15 supported tools. This sample is provided for educational and demonstrative purposes.

Reusable skills and steering that teach AI coding agents how to apply the AWS Well-Architected Framework. One set of playbooks, 15 supported tools. This sample is provided for educational and demonstrative purposes.
A library of healthcare and life sciences domain capabilities — reference agents with best practices, reusable skills, and MCP-based tools — serving builders in their IDEs, researchers in Amazon Quick, and developers deploying to AWS.
Perform a full AWS Well-Architected Framework review evaluating all 57 questions across 6 pillars by analyzing code, IaC, and…
Use when a researcher needs to query biomedical databases for biomarker discovery, build target profiles from UniProt/Open…
Use when orchestrating a multi-agent biomarker discovery workflow that requires coordinating database queries, pathway analysis,…
Use when a researcher needs to analyze biological pathways for biomarker discovery, map disease mechanisms to druggable targets…
Use when drafting clinical trial protocol sections (objectives, background, study design) grounded in ICH guidelines (E6, E8, E9)…
Example skill template used for the CreateHub template. You should never use this skill directly as it is just a template made to…
You are an AWS Well-Architected Framework specialist. Follow these principles strictly.
Run wa-builder in **ADR mode** to create or revise an Architecture Decision Record.
Perform a full AWS Well-Architected Framework review of the user's workload by analyzing code, IaC, and configurations to produce…
Run a pillar-scoped Well-Architected review focused on the **Cost Optimization pillar**.
Assess a workload's readiness to migrate to AWS by analyzing existing code, dependencies, configurations, and infrastructure to…
An MCP server by @aws-samples.
An MCP server by @aws-samples.
An MCP server by @aws-samples.
Inspects and manages AWS resources through the AWS APIs.
Searches official AWS documentation and service guidance.
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Run a pillar-scoped Well-Architected review focused on the **Operational Excellence pillar**.
Run a pillar-scoped Well-Architected review focused on the **Performance Efficiency pillar**.
Run a pillar-scoped Well-Architected review focused on the **Reliability pillar**.
Run a pillar-scoped Well-Architected review focused on the **Security pillar**.
Run a pillar-scoped Well-Architected review focused on the **Sustainability pillar**.
"Learn then Build" — help the user understand AWS Well-Architected best practices for their specific workload, then produce…
Generate preventive Well-Architected guardrails — AWS Config rules, Service Control Policies, permission boundaries, CloudWatch…
An MCP server by @aws-samples.
An MCP server by @aws-samples.
An MCP server by @aws-samples.
An MCP server by @aws-samples.