1. Software Development

Automates safe dependency upgrades for Java/Kotlin (Gradle/Maven) and TypeScript/Node projects, including planning, incremental application, testing, and documentation.

Guides safe Git rebase operations, including conflict triage and resolution for branch updates and rebasing tasks.

Automates bug reproduction, isolation, and resolution with root cause analysis and verification steps for software defects and test failures.

Automates high-quality Git commit creation by reviewing changes, staging, splitting into logical units, and generating Conventional Commits-compliant messages.

Provides a CLI tool to bundle code prompts and files for AI-powered second-model review, aiding debugging, refactoring, and design validation.

Generates high-quality pull requests with branch management, code validation, conventional commits, and clear descriptions for seamless code integration.

Generates module-specific AGENTS.md coding guidelines in monorepos, detects languages/tooling, and sets up missing formatters/linters like Spotless for JVM.

Conducts repository research, analyzes options/risks, and proposes structured implementation plans for software development tasks upon request.

Designs command-line interface specifications including arguments, flags, subcommands, and UX patterns for consistency and discoverability in software tools.

Builds, tests, and explains regular expressions using CLI tools and specific regex flavors for pattern matching and validation.

Automates verification of code changes against scoped coding guidelines, including auto-fixing, linting, testing, and violation reporting.

Debugs React Native apps, resolving metro bundler issues, native errors, performance bottlenecks, and crash analysis.

Assists with Go Modules dependency management, versioning, and project configuration for efficient Go development.

Configures database connections for Neon PostgreSQL, including connection pooling, SSL, and SQLAlchemy engine setup.

Expertise in building professional Chrome extensions using Manifest V3, prioritizing AI integration, security, performance, testing, and publishing compliance.

Enforces ClickUp-linked branch/PR naming, PR hygiene, safe Django migrations, and downtime-safe schema changes for Django backend development.

Analyzes code complexity metrics and delivers actionable recommendations to enhance code quality and maintainability.

Analyzes project technology stack to recommend developer skills and optionally scaffold project-specific skills in the target repository.

Provides comprehensive server-side and client-side validation for user input, API requests, and form data to ensure security, data integrity, and consistent user feedback.

Enables inspection of Git repositories using standard read-only commands such as diff, log, status, and remote.

Quick reference guide for Empathy Ledger project development patterns and feature implementation best practices.

Conducts thorough code reviews to enhance quality, security, and maintainability with prioritized actionable feedback.

Automates development environment setup with dependency installation, database initialization, and environment variable configuration.

Provides specialized prompts for backend operations in Lovable.dev projects, including Supabase Edge Function deployment and database migrations.