1. Software Development

Provides strategies for implementing database locking mechanisms to ensure data consistency during concurrent operations.

Structured process to validate software architecture decisions prior to implementation, ensuring early issue detection.

Enables implementation of distributed transaction management in microservices using Saga pattern with choreography and orchestration approaches.

Reviews source code and generates detailed analysis reports in Japanese for quality assurance.

Executes Go unit and integration tests, including database interactions, for verifying code correctness and functionality.

Provides zero-downtime strategies for production database schema changes and large data backfills, including expand/contract, batching, and rollback.

Provides Python string case conversion utilities for camelCase, snake_case, kebab-case, and PascalCase using the pydash library.

Generates a remediation plan by analyzing code review findings from REVIEW.md to address identified code issues.

Provides a comprehensive guide for implementing high-performance microservices communication using gRPC and Protocol Buffers.

Removes AI-generated code artifacts including redundant comments, defensive checks, and inconsistent style from the current branch.

Automates creation of complete API endpoints with controllers, services, repositories, validation, tests, and documentation for backend development.

Automates Go interface mock generation for unit testing, enabling efficient test setup across domain, application, and infrastructure layers.

Generates database migration files with up/down scripts, validation, and rollback safety for version-controlled schema changes.

Provides a comprehensive guide for implementing retry logic, timeout handling, and backoff algorithms to build resilient distributed systems.

Comprehensive guide for Chrome extension development, covering Manifest V3 compliance, debugging, migration from V2 to V3, and TypeScript type safety.

Automates development workflows including building, testing, and starting development servers through Makefile targets.

Automates safe deletion of merged feature branches after validating merge status, PR status, and pending changes.

Generates type-safe Zod schemas for MCP tool inputs and API responses with validation and input sanitization.

Executes clean-build-test workflow for .NET solutions, excluding performance tests and generating comprehensive reports.

Creates an OAF-compliant agent package from Agent Case and Agent Design, including AGENTS.md, skills, and scripts.

Comprehensive guide to implementing consumer-driven contract testing with Pact, covering bi-directional contracts and CI/CD integration for reliable service interactions.

Delegates Qodana static code analysis scans to the local-qodana-reviewer sub-agent, ensuring proper code quality assessment without direct command execution.

Calculates .NET code coverage metrics, distinguishing between new code (SonarCloud) and overall coverage based on user queries.

Provides organization-wide REST/GraphQL API conventions for URL structure, versioning, pagination, and authentication headers.