1. Software Development

Breaks implementation plans into independent subagent tasks within a single session to streamline code development and execution.

Requires running verification commands and confirming output before claiming code completion, fixes, or passing status.

Provides current date/time and relative date calculations for precise time-based operations in applications.

Guides Spring Boot development with best practices in dependency injection, error handling, and API design for code quality and maintainability.

Validates plugin structure and manifests to ensure compliance with marketplace technical requirements.

Provides a standardized workflow for introducing, maintaining, and enhancing Property-Based Testing in MoonBit repositories using quickcheck.

Assists developers in exploring codebases, understanding database schemas, navigating API endpoints, and validating TypeScript types for efficient development.

Guides users on project scaffolding, CLAUDE.md templates, and project-scaffolder plugin usage for efficient software project initialization.

Facilitates the development, editing, and validation of skills to ensure functionality before deployment in the skill management system.

Designs detailed technical architecture for tasks, translating high-level concepts into implementable solutions.

Automated code review for pull requests, analyzing code for quality, security, performance, and best practices.

Professional implementation of a responsive Virtual Library module for ERP systems, ensuring error-proof code and standards.

Guides managing Spring Boot configuration for profiles, externalized settings, and environment-specific setups to streamline application configuration across environments.

Guides best practices for implementing Spring Data JPA repositories in Spring Boot for efficient data access and transaction management.

Manages environment variables for Python projects using .env files and python-dotenv, simplifying configuration handling.

Structured six-phase workflow for complex software implementation covering requirements, architecture, strategy, QA, security, and optimization.

Generates unit and widget tests for Flutter applications utilizing the BLoC state management pattern.

Enables document management via Google Drive and Docs APIs, including search, structure reading, batch updates, and index handling for account intelligence systems.

Generates and customizes accessible React UI components using the shadcn/ui library with Tailwind CSS integration.

Provides core patterns for CLI command structures, arguments, options, and subcommands, forming the TMNL CLI framework foundation.

Enforces pre-push quality checks for code hygiene, security scanning, and documentation readiness before publishing to a remote repository.

Provides core command patterns for building and using the spikectl CLI tool, enabling structured command-line interactions.

Critically evaluates code review feedback for technical accuracy and clarity before implementation, ensuring rigorous validation over passive acceptance.

Provides API integration patterns for Gong, including pagination, filtering, rate limit handling, and efficient call search using transcript endpoints.