1. Software Development

Automates updating assistant-ui and AI SDK to latest versions with version detection, breaking change analysis, and migration execution.

Provides AI-assisted code review, technical research, and documentation generation by automatically constructing optimized prompts and gathering project context.

Reviews Go code for concurrency safety, error handling, and adherence to coding conventions using git diff analysis.

Generates descriptive commit messages by analyzing git diffs for clear version control communication.

Generates detailed technical implementation plans by breaking down requirements into actionable steps with dependencies and complexity estimates.

Runs unit, integration, API, and security fuzzing tests against Oracle Autonomous Database (ADB) on OCI.

Provides API testing patterns for MiGestion using Jest, Supertest, and mocking for unit tests.

Runs comprehensive test suite including unit, integration, API, and security fuzzing tests to verify code changes and prevent regressions.

Enforces structured code organization using Feature-Sliced Design to prevent spaghetti code and improve maintainability.

Provides structured rules for optimal timing and methodology of test execution during software development cycles.

Automates test failure analysis for .NET projects by generating rerun filters and markdown summaries of failed tests.

Automates code refactoring to enforce cleanliness, reduce technical debt, and maintain architectural standards.

Checks code compliance with Port & Adapter (Hexagonal) architecture by validating layer separation, dependency direction, and New* patterns during PR reviews.

Provides verification commands and scripts for .NET code formatting and Roslyn analyzer checks without modifying source code.

Creates custom tools for the Amp framework using the toolbox protocol, enabling specialized utility development within a tool-based ecosystem.

Spawns multiple agents in parallel to comprehensively analyze codebases for patterns, structure, and potential issues.

Automates GitLab merge request creation by interpreting conversation context to generate MR details.

Automates code quality analysis using OpenAI Codex CLI to provide AI-driven feedback on code structure and best practices.

Provides code review and validation assistance by consulting Codex for second opinions on software development approaches and solutions.

Provides documentation and assistance for iOS development with Xcode, including SwiftUI, UIKit, debugging, and build settings.

Coordinates multi-commit epic development using Git worktrees, feature branches, and PRs to streamline large feature implementation.

Automates a self-review loop for code changes, running reviews, fixing issues, and re-running until clean, with test execution when configured.

Applies E2E testing principles and Playwright for comprehensive web application audits and validation.

Offers a four-phase debugging framework (root cause analysis, pattern analysis, hypothesis testing, implementation) to ensure thorough understanding before proposing solutions.