1. Software Development

Creates or modifies functional endpoints for microservices, enabling API development and integration within backend systems.

Creates or modifies an event sink endpoint for microservices, enabling inbound event handling in backend services.

Creates or modifies configuration properties for microservices, enabling externalization of settings for better maintainability and environment-specific adjustments.

Removes configuration properties, endpoints, event sources, or metrics from a microservice upon explicit user request.

Externalizes static user-facing text to resource bundles for efficient multilingual translation in applications.

Creates or modifies scheduled tasks for microservices, enabling recurring operations within service functionality.

Explains the architecture for Emergency Earthquake Early Warning (EEW) systems, covering code modifications, message processing flows, and cache management.

Automates LeanSpec package release workflows including versioning and npm publishing.

Provides development workflows and contribution guidelines for LeanSpec, enabling efficient code contributions and environment setup for developers.

AI-assisted development methodology using specifications as the primary driver for coding tasks in LeanSpec projects.

Creates Ant Design agentic UI components for AI chat interfaces, featuring thought chains, tool displays, and markdown editors.

Proactively searches auto-generated documentation for function signatures, API details, and code comments before implementing code to ensure alignment with existing codebase.

Queries code graph database to analyze relationships, dependencies, and change impact, enabling safe code navigation and modification in complex codebases.

Verifies environment setup by executing a basic Python 'Hello, World!' script.

Enables precise implementation of features and new functionality for Linus Dashboard Home Assistant integration, adhering to coding standards.

Automates beta release creation with intelligent version detection, streamlining pre-release preparation for community testing.

Systematically debug errors, bugs, and unexpected behavior in Home Assistant integration code.

Reviews code for quality, security, and maintainability to ensure robust and secure commits.

Enforces strict TypeScript type safety rules, prohibiting 'any' and mandating type guards during code reviews and implementation.

Provides Vitest-based unit testing guidance with coverage requirements and mock implementation best practices for TypeScript projects.

Provides standardized test design and quality guidelines for TypeScript unit tests using Vitest, including coverage requirements and mock usage.

Enforces type safety, component design, and state management best practices in React/TypeScript component implementations.

Designs and implements frontend component tests using React Testing Library and MSW, following established testing patterns.

Provides project-specific tech stack, architecture, and implementation rules to guide development and structure validation.