This walks you through DynamoDB operations using AWS SDK for Java 2.x with the Enhanced Client, which gives you type-safe table operations instead of wrestling with raw AttributeValue maps. You'll find patterns for CRUD, queries with sort keys and GSIs, batch operations, and transactions with proper retry logic for unprocessed items. The source includes real examples of composite keys, filter expressions, and Spring Boot configuration. One thing to note: it has a sensible warning about scans consuming read capacity across your entire table, with validation steps before you use them. If you're building Java services that talk to DynamoDB and want to avoid the boilerplate of the low-level client, this covers the common patterns with actual error handling.
npx skills add https://github.com/giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-dynamodb