1. Software Development

Identifies non-bug, non-performance structural code improvements and logs them as a refactor backlog without modifying source code.

Automates pull request creation and code review requests within version control workflows.

Automates test implementation and result logging based on QA matrix specifications, generating structured test reports for software validation.

Expert guidance for Zigbee2MQTT configuration, device converters, and MQTT topic design in home automation systems.

Reviews Java code for adherence to standards, identifies potential issues, and provides optimization suggestions during code review processes.

Delivers standardized testing guidelines for writing and modifying tests, ensuring code quality and consistency in development workflows.

A unit test skill for verifying the validation logic of skills during development.

Automates end-to-end bug fixing: reproduces issue, adds regression test, implements fix, and creates GitHub PR with Conventional Commits.

Automates Git commit and push operations for staging all changes and synchronizing with remote repositories.

Automates test database population using JSON, SQL, and CSV data for efficient backend testing and fixture management.

Creates interactive CLI tools with inquirerer for Constructive projects, enabling user prompts and input handling.

Creates and manages PNPM workspaces for monorepos following Constructive standards, streamlining multi-package JavaScript/TypeScript project setup.

Delivers operational specifications for developers using Spec Workflow MCP, ensuring consistent implementation and adherence to defined development standards.

Provides CLI utilities for developing, deploying, and managing Convex backend applications, including serverless functions and schema management.

Generates Conventional Commits compliant commit messages for clear, standalone version control history.

Formats Swift code files and projects using the official Swift formatter, with configurable settings via .swift-format or default configuration.

Helps developers address peer review comments and formally request re-evaluation of pull requests.

Guides correct usage of npm package names versus control file names in pgpm modules for dependency management and module referencing.

Creates isolated Git worktrees to prevent branch cross-contamination and enable parallel feature development without affecting other branches.

Automates parallel code reviews by selecting appropriate agents based on PR changes and outputs summaries.

Provides type-safe testing utilities for PostgreSQL databases using Drizzle ORM, enabling efficient and reliable database test development.

Assists in implementing tasks via TDD with red-green-refactor cycle for robust code development.

Fixes invalid line format errors in pgpm.plan files, ensuring proper parsing and editing for project management tool configuration.

Executes GraphQL queries against Constructive APIs via the cnc CLI, enabling seamless API interaction for developers.