1. Software Development

Performs comprehensive codebase health analysis, identifying issues, documentation gaps, and improvement opportunities for onboarding and quality assessment.

Generates a structured plan for identifying, diagnosing, and resolving software bugs efficiently.

Provides Dart/Flutter integration for SurrealDB, enabling embedded database creation, CRUD operations, schema management, and vector-based queries with ORM.

Automates detection and execution of parallelizable development tasks to accelerate build and test cycles in software projects.

Creates concise development plans for coding tasks upon explicit user request.

Updates Homebrew formula files to the latest software version, including dependency and version adjustments.

Provides a structured 6-step workflow for implementing software features, including analysis, design, implementation, testing, integration, and cleanup.

Builds the Agentuity application for deployment, handling compilation and packaging steps.

Provides Maven standards for build processes, POM maintenance, dependency management, and integration in CUI projects.

Audits tool integrations for deterministic behavior, error contracts, and logging to ensure reliability before deployment.

Generates production-ready React layouts using Tailwind CSS for consistent, maintainable UI structure in applications.

Provides modern CSS standards, responsive design techniques, and quality practices for CUI projects with essential tooling.

Enables feature development using FSD + ES-lite architecture with CQRS and Event Sourcing patterns via scaffold scripts for AI-native applications.

Writes strategic, minimal tests for core user flows and critical paths, focusing on behavior over implementation with clear naming and fast execution.

Generates SQL schema for Agentuity authentication tables to manage user credentials and authentication workflows.

Ensures consistency across project technology stack by managing dependencies, frameworks, databases, and development tooling configurations.

Provides proactive code review against requirements, delivering actionable feedback for PRs, branches, and Jira stories.

Automates creating Git commits that comply with the project's commit message standards defined in INSTRUCTIONS.md.

Enforces layered architecture rules (cli → flows → data) with core dependencies inward, used during component design and import management.

Converts feature specifications into functional code while maintaining design integrity and technical requirements.

Automates Stripe subscription plan creation and checkout with Customer Portal for recurring payments.

Automates GitHub issue resolution through TDD-based code fixes, PR generation, and feedback handling to streamline development workflows.

Conducts adversarial code review, commits changes, and updates pattern trust scores via reflection after task completion.

Provides distributed task queue capabilities for background jobs, periodic tasks, and async processing using Celery with Redis/RabbitMQ brokers and FastAPI integration.