1. Software Development

Rapidly deploys Android apps to physical devices via USB using Gradle and ADB, accelerating development and testing cycles.

Creates complete SKILL.md templates for Claude Code skills based on user requirements, with clarifying questions to ensure adherence to standards.

Guides developers in configuring Claude Code's memory system, including rule organization, memory location selection, and avoiding common setup pitfalls for CLAUDE.md and .claude/rules.

Provides code quality guidance for JavaScript/TypeScript using Biome or ESLint+Prettier, covering linting, configuration, and error troubleshooting.

View and debug Flask server logs in real-time or from history for local or remote servers, aiding in issue resolution and monitoring.

Provides UV-specific patterns for single-file Python scripts using inline metadata (PEP 723) to create hooks, utilities, and executables in UV-managed projects.

Enables Discourse core, theme, and plugin development with Ember patterns, lifecycle hooks, and modern JavaScript practices.

Generates and manages tmux sessions using git worktrees to coordinate parallel development tasks and execution workflows.

Restarts an Android app on a connected device without rebuilding, allowing immediate testing of state changes during development.

Provides a structured 6-step protocol, embedded Anthropic documentation, and templates for building Claude Code skills without external references.

Builds release artifacts with version stamping and portable packaging for NET-NiNJA across Qt5 and Qt6 targets, including Windows PyInstaller specifications.

Automates creation of new Claude skills with plugin structure initialization, streamlining development setup.

Enables application development for Pollen Robotics' Reachy Mini via SDK, supporting movement control, camera/audio access, and LLM integration.

Enables querying Supabase PostgreSQL, managing authentication, and triggering Edge Functions through the Supabase MCP server for backend application development.

Automates creation of new slash commands with automatic plugin structure initialization for bot development.

Guides technology stack selection through structured discovery, evaluation, and ADR documentation for architectural decisions.

Enables creation and addition of event hooks to plugin systems for extending application functionality.

Creates a new subagent and automatically initializes plugin structure when required, enabling efficient agent framework development.

Provides parallel code reviews from multiple AI models to deliver diverse perspectives on code quality and improvement opportunities.

Builds token-efficient hook systems and MCP server architectures for web apps, reducing tokens by 95%+ via smart caching and progressive context loading.

Systematically debugs full-stack issues across UI, backend, and database layers with iterative fixes and automated verification.

Provides routing middleware for rwsdk applications including authentication guards, HTTP method routing, and type-safe link generation.

Guides effective design of Claude Code sub-agents by applying documentation and avoiding common pitfalls during development.

Provides a unified testing and static analysis suite for Python projects using pytest, ruff, and uv.