1. Software Development

Generates new domain or sub-modules in the Limelight repository, including settings.gradle.kts updates and initial scaffold verification.

Comprehensive testing toolkit for LucidData frontend using Playwright (E2E) and Vitest (unit/integration) to verify functionality, user flows, and responsive behavior.

Automates TypeScript file validation against project naming and type definition standards. Triggers on file changes and responds to code quality queries.

Enforces structured FastAPI backend architecture with layered patterns, async best practices, and CamelCase schemas for consistent development.

Manages background job scheduling with APScheduler, supporting cron, interval, and manual triggers via CRUD operations and monitoring.

Generates structured changelogs and recommends semantic versions from latest git tag to HEAD for release documentation.

Conducts systematic code reviews using BUGBOT patterns to enforce quality standards and improve code reliability.

Finds optimal code examples and best practices by searching local and external codebases in parallel.

Guides creation of high-quality MCP servers for LLM integration with external APIs, supporting Python (FastMCP) and Node/TypeScript (MCP SDK).

Generates or refactors codebase file structure based on blueprint or audit report, aligning with architectural standards.

Assists in implementing or modifying Java/Gradle code within a remittance repository by following existing conventions, module boundaries, and naming patterns.

Validates generated skills against Antigravity Folder Structure and Blueprint requirements for consistency and compliance.

Validates workflow definitions for logical integrity, termination guarantees, and referenced skill existence to ensure reliable execution.

Automates review of pull requests against predefined quality standards to ensure code meets development criteria before merging.

Enforces type-safe patterns in ReScript code including phantom types, branded IDs, and exhaustive matching for robust code generation and refactoring.

Verifies test coverage for code changes, ensuring quality after feature implementation, bug fixes, or refactoring, with options for specific or project-wide audits.

Analyzes user intent and technical constraints to create structured system architecture blueprints for software solutions.

Manages application sessions with pause, resume, end, and status check operations for stateful processes.

Guides specification-driven feature development with integrated documentation consultation and best practices.

Generates or refactors workflow definition files (markdown) based on blueprints or audit reports for agent systems.

Creates and executes structured ExecPlans for complex software tasks like refactors, features, and migrations, enabling milestone-driven execution.

Automates code cleanup, dead code removal, and complexity reduction across entire projects to enhance code quality and maintainability.

Provides IPC communication patterns for Electron main and renderer processes, including handler implementation and preload script usage.

Creates a backend server compatible with Microsoft Copilot Studio using proven architectural patterns and avoiding common implementation pitfalls.