1. Software Development

Generates and executes unit tests adhering to project-specific conventions, including Robolectric for Android testing and proper test structure.

Manages task queues for adding and processing pending work requests in software applications.

Provides Go code validation workflow, coverage requirements, and troubleshooting guidance for developers.

Provides manual code review for Go, focusing on correctness, security, performance, and adherence to best practices.

Enforces architecture compliance by safely implementing new features and optimizing existing code according to the project's architecture specification.

Analyzes project architecture, Agent configuration, and MCP integration to generate a comprehensive Chinese technical architecture document.

Intelligently recognizes errors, retrieves historical solutions, and logs issues to accelerate debugging and resolution in development workflows.

Provides guidance on software architecture, including data flow, domain patterns, cross-domain dependencies, and architectural constraints.

Provides guidance on testing live game data extraction, writing domain-specific tests, and validating calculation logic.

Provides step-by-step guidance for implementing new game features and domain logic in software development.

Manages project-specific architecture, services, and maintenance tasks for core logic and feature development using Vault Intelligence.

Guides writing and modifying tests for OpenRewrite recipes in Liftwizard, covering naming, scenario combination, and coverage best practices.

Analyzes multiple pull requests to detect cross-repository dependencies, interface mismatches, and coordination gaps in software development workflows.

Systematically identifies and categorizes code quality gaps by severity across correctness, safety, testing, and maintainability.

Analyzes system-wide impact of pull request changes, identifying integration effects, breaking changes, performance issues, and security risks.

Provides architecture patterns for organizing feature modules, pages, and new files to maintain scalable codebase structure.

Analyzes the base commit of a pull request to establish a baseline for code review comparison, enabling effective change assessment.

Analyzes pull request changes to generate review context and derived specification documents for code reviews.

Provides implementation patterns for transaction hooks with tracking, designed for features interacting with EVM contracts, transaction signing, and permit handling.

Provides core patterns for data fetching from APIs (Morpho API, on-chain states) and managing shared state and user preferences.

Enforces Test-Driven Development (TDD) for bug fixes by requiring a failing test before code changes.

Generates RSpec test files for Ruby on Rails applications following best practices for unit, request, feature, and job tests.

Suite for creating multi-component Claude.ai HTML artifacts with React, Tailwind CSS, and shadcn/ui components for stateful, routed interfaces.

Enables semantic code search in large codebases to locate implementations and understand code structure using osgrep.