1. Software Development

Enables systematic migration of features from legacy codebase to new implementation, ensuring feature parity and safe retirement of obsolete code.

Debugs Breenix kernel at assembly/C levels using GDB, analyzing exceptions, interrupts, memory, and system calls.

Debugs register corruption issues in kernel or low-level system code, including context switch, stack pointer, and syscall state problems.

Enables rapid iterative kernel debugging with time-bound sessions for log signal detection and feature verification during development cycles.

Provides a structured debugging methodology for kernel issues using Problem→Root Cause→Solution→Evidence documentation following Breenix pattern.

Analyzes Breenix kernel logs to debug, verify tests, and understand kernel behavior through timestamp searches, flow tracing, and error identification.

Analyzes low-level interrupt behavior for debugging handler issues, crashes, and timing problems in system software.

Enables interactive GDB debugging for Breenix kernel with breakpoint management, register inspection, and crash analysis.

Debugs memory-related issues in the Breenix kernel including page faults, heap allocation, and virtual memory mapping errors.

Provides a comprehensive QEMU debugging environment for investigating interrupt handling, memory management, and boot sequence issues in Breenix.

Authoring integration tests for Breenix kernel features, including shared QEMU tests with checkpoint signals and xtask test commands.

Ensures code meets Breenix quality standards by running Clippy checks, fixing warnings, and enforcing coding standards from CLAUDE.md before commit.

Guides Test-Driven Development implementation using Kent Beck's Red-Green-Refactor cycle for test writing and feature development.

Assists AI developers in implementing Product Backlog Items using TDD within Scrum, managing subtasks and development cycles for AI-agentic teams.

Guides code refactoring using Kent Beck's Tidy First methodology to improve structure before behavioral changes.

Analyzes Breenix kernel boot sequence to verify initialization order, timing, identify failures, and optimize boot time.

Manages autonomous AI coding loops for feature planning and development via CLI. Streamlines AI agent workflows to build software features.

Guides Obsidian plugin development, covering command implementation, UI elements, and file operations per official guidelines.

Automates PR code review evaluation, merge processing, semantic versioning, and release packaging including CHANGELOG updates.

Automates code simplification and refactoring to produce cleaner, more maintainable code based on user prompts.

Automates Git workflow tasks including commit message generation, branch pushes, and pull request creation with Conventional Commits support.

Queries and manages code quality metrics via SonarQube/SonarCloud, including quality gates, issue tracking, and rule analysis.

Provides non-negotiable rules for TypeScript safety, socket events, and React patterns to ensure robust application development.

Provides best practices for refactoring, feature implementation, validation, component design, and API design.