1. Software Development

Generates and executes SQLite database migration scripts for schema versioning during application development.

Assists with solving Advent of Code puzzles through algorithm selection, input parsing, and competitive programming problem-solving.

Provides pytest utilities, anti-pattern detection, and K8s-native testing guidance to enhance test quality and reliability in development workflows.

Generates utility scripts for performing common database maintenance and administrative tasks, such as backups and schema updates.

Provides input validation checks for data integrity and error prevention in software applications.

Analyzes test design quality through semantic analysis to ensure robustness before code merging via pull request.

Provides reusable patterns for Supabase client setup, Row Level Security (RLS), edge functions, and real-time data synchronization.

Automates fixing Linear issues tagged as bugs by generating code fixes via PRs or explaining non-fixes.

Coordinates specialized agents to implement complex features through multi-stage reviews, architectural decisions, and synchronized multi-file changes.

Guides developers in selecting and implementing effective React component patterns, hooks, and composition techniques for building robust UIs.

Assists in reviewing code changes and conducting pull request (PR) reviews to ensure code quality and correctness.

Provides utilities for writing tests, setting up test infrastructure, and debugging test failures using Vitest and Playwright.

Manages creation, stacking, and completion of pull requests for feature branches in collaborative software development workflows.

Validates current system architecture against target architecture as documented in the project's documentation directory.

Reviews code changes to ensure quality, correctness, and adherence to style guidelines.

Provides patterns for Next.js App Router, server actions, caching, and routing in Next.js 14+ applications.

Integrates with MCP servers to provide documentation retrieval, database access, and specialized tool capabilities for development workflows.

Creates customizable hooks for prompt interception, permission handling, and event-triggered automation with timeout and bypass features.

Enables TDD-driven development for creating, editing, and verifying skills prior to deployment.

Creates actionable, dependency-ordered task lists from design artifacts to structure feature implementation workflows.

Provides utilities for building, type-checking, and linting projects to maintain code quality and correctness.

Guides a safe, three-stage refactoring process: research, plan with risk analysis, and implement with tests to restructure code without breaking functionality.

Filters PlatformIO build output to minimize token usage in agentic tools, providing concise success or error messages instead of full logs.

Validates Epic branches against main to detect API contract changes, preventing breaking changes before PR creation.