Aws Learnings

AWS Learnings (Find Lessons)

Overview

This skill finds hard-won lessons from real AWS deployments covering API Gateway, Lambda, IAM, S3, CloudFront, CloudFormation, Secrets Management, EC2, EventBridge, SQS, and more. Use it to avoid common pitfalls when architecting or modifying AWS infrastructure.

The library is published in llms.txt format: a single index file links to one self-contained Markdown file per lesson. Fetch only the lessons relevant to the AWS services in the current task — don't pull the whole library.

This skill is read-only. To contribute a new lesson, use the aws-learnings-add skill instead.

Instructions

Before creating or modifying AWS infrastructure (CloudFormation, CDK, SAM, Terraform, or manual configuration):

1. Fetch the index (it's small — just links + one-line summaries):

URL: https://raw.githubusercontent.com/jbdamask/aws-learnings-library/main/llms.txt

Use WebFetch or curl to retrieve it.

1. Identify which AWS services are involved in the current task (API Gateway, Lambda, IAM, etc.).

1. Scan the matching sections of the index. Each entry is a link followed by a one-line summary — enough to tell whether the lesson applies.

1. Fetch only the relevant lesson files. Each link in the index is the fully-qualified raw URL of a single lesson, e.g.

https://raw.githubusercontent.com/jbdamask/aws-learnings-library/main/lessons/apigw-001.md. Fetch them with WebFetch or curl.

1. Apply the lessons proactively — check the current code/templates against the known gotchas before making changes. If a lesson is relevant, cite it (by id, e.g. apigw-001) when explaining decisions to the user.

When to Consult

• Writing or modifying CloudFormation templates
• Configuring API Gateway resources, methods, or CORS
• Setting up Lambda functions (handler paths, modules, permissions, warm-container state)
• Managing IAM roles across stacks, or Lambda-invoked CloudFormation
• Configuring S3 buckets with CloudFront distributions, or presigned-URL uploads
• Working with Secrets Manager or SSM Parameter Store
• Setting up EC2 instances with UserData scripts, or spot instances
• Wiring EventBridge rules or SQS + Lambda async job processing
• Any cross-stack CloudFormation references or exports

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: jbdamask
• Source: jbdamask/john-claude-skills
• License: MIT

Install and usage instructions live in the source repository linked above.