1. Software Development

Adds targeted debug logs to enhance application visibility during runtime without altering functionality.

Provides structured, actionable code reviews for Python with clear findings and suggestions to enhance code quality.

Generates conventional commit messages for Git, validates quality, and commits staged changes upon user approval to maintain clean version history.

Automates code quality checks by running formatters, linters, and mypy in sequence, fixing issues and managing stub dependencies with uv.

Manages Python packages efficiently using uv, handling dependencies and environment configuration for development.

Automates plugin enhancement workflows including bug fixes, feature additions, versioning, and regression testing with context preservation for research handoffs.

Automates JUCE plugin implementation across Foundation, DSP, and GUI stages with validation, invoked via /implement command.

Orchestrates initial research and planning for JUCE audio plugin development, generating architecture and implementation plans through subagent delegation.

Validates and configures essential dependencies (CMake, JUCE, pluginval) for the Plugin Freedom System, saving configuration for subsequent workflows.

Provides manual testing for audio plugins via DAW, triggered by specific keywords to validate functionality after bug fixes or during quality checks.

Creates branded PKG installers for plugin distribution via command or natural language requests.

Provides project-specific coding standards for writing and reviewing code to ensure consistency and quality in software development.

Provides expert guidance for building reactive UIs with the Aberdeen library, covering state management, rendering, and routing.

Conducts thorough code reviews to ensure adherence to best practices, security, performance, and maintainability in pull requests.

Generates structured development plans with checklist tracking and file context management for coding tasks, mimicking IntelliJ's coding-aider plugin.

Automates build, test, and packaging workflows for VSCode extensions in the dart_node repository.

Installs Claude Code CLI and Too Many Cooks VSCode extension to enable multi-agent development workflows in code editor environments.

Builds and runs the TaskFlow demo stack featuring Express backend, React frontend, and mobile application components.

Automates test execution and coverage reporting for Dart packages by analyzing changed files in version control.

Automates installation of Dart and npm dependencies in correct dependency order for project setup and build processes.

Automates pull request creation with a Dart/Node.js template for standardized code review workflows.

Guides developers in implementing functional programming patterns using the fp-pack library, adhering to pipe, SideEffect, and curry conventions.

A meta-cognitive skill that leverages Empirica's framework to self-improve the Empirica system, enabling iterative refinement and enhanced capabilities.

Expert support for developing applications in Navi, a high-performance, statically-typed language featuring concurrency, optional types, and no null pointers.