quarkus-verification

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Validates and secures code by providing comprehensive security checks for authentication, input handling, secrets management, and sensitive feature implementation.

Provides reusable design patterns and idiomatic Go solutions for efficient, scalable, and maintainable software architecture.

Validates and enforces consistent code quality, style guidelines, and best practices across programming languages and project structures.

Implements robust backend design patterns like repository, factory, singleton, and dependency injection for scalable and maintainable server-side architectures.

Provides reusable React component patterns like composition, compound components, and render props to enhance code modularity and flexibility.

Streamlines Go testing with comprehensive unit, integration, and benchmark strategies, mocking frameworks, and test coverage analysis.

Spring Boot development patterns skill covering REST API design, layered service architecture, data access, caching, async processing, and logging for production-grade Java services

Dynamically updates and refines AI model knowledge through iterative feedback, adaptive learning techniques, and intelligent knowledge integration.

Provides reusable SQL query patterns, database design strategies, and performance optimization techniques for PostgreSQL development