1. Software Development

Verifies that new technical designs, refactoring, and deliverables strictly align with the established Single Source of Truth (SSOT) and system principles.

Defines standard GitHub branch management practices including creating feature branches, switching branches, and moving commits for pull requests.

Self-contained 4-phase methodology for creating production-ready Claude Code skills, adapted for Codex agents with embedded guidance and simulated synthesis.

Lists installed Android Virtual Devices (AVDs) to help developers check available emulators before launching.

Analyzes pull request review comments against standards, categorizes them, and generates actionable fix or reply plans for efficient code review processes.

Generates code from approved plans using AI, with specialized models for backend and domain-specific tasks, triggered by keywords.

Automates creation of feature branches or git worktrees for ticket implementation, handling naming, base branch selection, and workspace isolation.

Evaluates architectural decisions using a 4-Axis framework (Value, Feasibility, Usability, Viability) to select optimal solutions aligned with SSOT.

Structures software requirements using Domain-Driven Design (DDD) principles to define bounded contexts, aggregates, and ubiquitous language for effective system design.

Provides guidance on React best practices, server components, and anti-pattern avoidance for efficient frontend development.

Orchestrates system context creation via OODA loop, aligning documentation with codebase and establishing foundations for architectural decisions.

Enforces Sagebase's error handling conventions, including exception hierarchy, error propagation, and retryable error distinctions during implementation and correction.

Manages project dependencies across all applications, handling installation, updates, and package management tasks efficiently.

Generates C4 System Context Diagrams using Mermaid to visualize system boundaries, external actors, and high-level relationships in software architecture.

Decomposes ADRs and design documents into a dependency graph, generating a task roadmap connected to existing assets.

Refactors code to eliminate duplication (DRY) and magic numbers, adhering to Clean Code principles for improved readability and maintainability.

Automates branch pushing and pull request creation with intelligent target branch detection and draft PR support for streamlined code collaboration.

Provides standards and tools for developing, maintaining, and refactoring NIDM-integrated BIDSapps with consistent repository structure, CLI arguments, and BIDS-compliant outputs.

Builds Rust applications for multiple targets including macOS, Linux aarch64, and Raspberry Pi, supporting local development and cross-compilation.

Validates required environment variables in a .env file to ensure proper application configuration and troubleshoot setup issues.

Identifies missing test coverage and formulates a testing plan for regression, coverage improvement, and legacy code verification.

Enables collaboration between Claude Code and OpenAI Codex for code development, allowing users to compare approaches and leverage both AI assistants in non-interactive or interactive modes.

Assists in solving Advent of Code daily programming puzzles via algorithmic code generation and problem-solving.

Generates a new application structure with default configuration files in the /apps directory.