1. Software Development

Automates management of stacked pull requests, including dependencies, rebasing, and merging for large feature development.

Provides architectural guidance for implementing Feature-Sliced Design (FSD) in Next.js applications, including custom 'views' layer structure and project folder organization.

Generates navigable code maps by analyzing exports/imports via AST, creating _MAP.md files to help developers understand unfamiliar codebase structures quickly.

Generates Git patch files from code modifications for local application, triggered by terms like 'patch', 'diff', or 'apply changes'.

Verifies technical readiness before implementation through duplicate checks, architecture compliance, and documentation validation to achieve ≥90% confidence.

Provides optimized patterns for high-performance, maintainable React and Next.js frontend development, including components and pages.

Provides TypeScript best practices for strict typing, type safety, and maintainable code implementation.

Generates high-quality, distinctive terminal user interfaces (TUIs) for CLI applications with polished, non-generic code design.

Enables systematic code quality verification during reviews and before production deployment.

Provides scalable, secure, and maintainable API implementation patterns for backend services and infrastructure.

Automates high-priority issue resolution in TradeStream, including code fixes, PR management, and CI monitoring.

Provides semantic memory for code decisions, patterns, and learnings across development sessions using get_briefing, check_rules, and store_observation.

Optimizes web application speed by analyzing and improving Core Web Vitals metrics and reducing JavaScript bundle size.

Guides quality-focused software architecture design, code analysis, and development practices for robust systems.

Guides implementation of Test-Driven Development (TDD) best practices for feature development, bug fixes, and refactoring in Rust backend and TypeScript/React frontend codebases.

Provides Go-based integration testing utilities for repository layers using SQLC, testcontainers, and table-driven tests to validate database operations and domain model persistence.

Provides Go repository implementation with SQLC integration for domain model conversion, transaction handling, and error patterns in data persistence layers.

Provides tools for implementing Progressive Web App features, including service workers and offline capabilities in web applications.

Provides tools for building admin UIs with Role-Based Access Control (RBAC) and configuration management features.

Enables development of integrated support systems with help centers, ticket management, and documentation features.

Enables building progressive web applications with native app features, offline capabilities, and installability for enhanced user engagement.

Provides tools for building admin interfaces with role-based access control (RBAC) and configuration management features.

Analyzes ORM-generated SQL to detect N+1 queries, missing indexes, and performance issues for optimization across Node.js, Go, and Python frameworks.

Transforms ambiguous or incomplete product requirements into clear, implementation-ready specifications with tech stack detection and file path validation.