Search Skills

Provides Java 2.x SDK examples for Amazon S3 operations including object uploads, downloads, and multipart transfers.

Provides utility-first Tailwind CSS patterns for responsive layouts, component styling, and modern CSS best practices in frontend development.

Provides Java 2.x SDK patterns for Amazon Bedrock, enabling foundation model interactions including text/image generation, embeddings, and Spring Boot integration.

Integrates Qdrant vector database with LangChain4j for Java, enabling embedding storage, similarity search, and vector management in RAG systems and semantic search applications.

Enables unit testing of scheduled and asynchronous tasks by mocking execution and timing for validation.

Enables distributed transaction management in Spring Boot microservices using the Saga Pattern with compensating transactions and eventual consistency.

Generates comprehensive TypeScript documentation with JSDoc, TypeDoc, and framework-specific patterns for APIs, ADRs, and code examples.

Builds RAG systems using vector databases and semantic search for knowledge-grounded AI applications, document Q&A, and LLM integration.

Enables implementation of AWS SQS and SNS messaging patterns in Java applications using the AWS SDK for Java 2.x.

Enables seamless LangChain4j integration into Spring Boot applications through auto-configuration and dependency injection patterns.

Comprehensive guide for building NestJS applications with Drizzle ORM integration, covering API development, authentication, and database patterns.

Builds RAG systems with LangChain4j for document ingestion, vector search, and knowledge-enhanced AI applications.

Enables running single unit test methods with multiple input combinations using JUnit 5 parameterized testing annotations.

Enables unit testing of Spring Boot configuration properties for binding and validation using @ConfigurationPropertiesTest.

Tests Jakarta Bean Validation constraints and custom validators in isolation, ensuring data integrity without Spring context.

Enables secure key management, encryption, decryption, and digital signing operations for Java 2.x applications using AWS KMS.

Provides isolated unit tests for mappers and converters (MapStruct, custom) to validate object transformation between DTOs and domain objects.

Provides testing strategies for LangChain4j applications, including mocking LLM responses and validating retrieval chains in AI workflows.

Enables fault tolerance patterns (circuit breaker, retry) in Spring Boot microservices using Resilience4j to prevent cascading failures.

Provides unit testing utilities for Spring Boot REST controllers using MockMvc and @WebMvcTest to validate request/response mapping, validation, and exception handling in isolation.

Provides structured dependency injection workflow for Spring Boot applications using constructor-first patterns and bean validation.

Provides JUnit 5 patterns for testing boundary conditions including edge cases, nulls, and empty collections in unit tests.

Provides unit tests for Spring Security annotations to validate role-based access control and authorization policies.

Provides reusable CRUD patterns for Spring Boot 3 services using Spring Data JPA, covering repository, controller, and DTO design for REST APIs.