1. Software Development

Streamlines the complete workflow for implementing new software features, including planning, coding, and testing to deliver functional enhancements.

Validates README features are documented in specs and covered by e2e tests, ensuring coverage before merging documentation changes.

Manages Bazel Central Registry modules and bzlmod dependencies, including version checks, dependency upgrades, and dependency tree analysis.

Compares BuildBuddy invocation URLs/IDs to troubleshoot build hermeticity, reproducibility, and cache issues by analyzing Bazel flags and action differences.

Automates releasing the takopi-matrix Python package to PyPI using git tag versioning.

Restarts WPF applications to apply code or XAML changes when hot reload is limited, ensuring UI refreshes after development edits.

Inspects and displays the visual element hierarchy of a running WPF application for debugging and UI structure analysis.

Configures Sentry error and logging integration for applications across JavaScript, TypeScript, Python, and other frameworks.

Classifies code changes to determine review scope: minor (new code only) or major (impacted code too).

Enforces strict branching policy by blocking direct commits to main branch and requiring feature branches from correct base.

Reviews and resolves Sentry error comments in GitHub Pull Requests, helping developers fix issues identified by Sentry monitoring.

Enforces PostgreSQL best practices for database architecture, including schema design, migrations, indexing, and temporal constraints.

Guides creation of Claude Code plugin hooks including event-driven automation and prompt-based APIs for PreToolUse, PostToolUse, and session events.

Automates implementation of all code review findings and creates tracking issues for unfixed items, ensuring full traceability.

Standardizes worker agent behavior including startup, progress reporting, exit conditions, and handover procedures for consistent agent-based system operation.

Ensures all quality gates are met before merging a pull request, including passing tests, completed reviews, green CI, and verified acceptance criteria.

Configures Sentry logging for error tracking and structured logging in JavaScript, TypeScript, Python, and other frameworks.

Ensures all code, tests, documentation, and configurations prioritize IPv6, treating IPv4 as optional legacy support.

Resolves Git merge conflicts with clean handling, verification, and code integrity maintenance during version control operations.

Configures Sentry metrics for application performance monitoring, enabling custom metric tracking (counters, gauges, distributions) across supported languages.

Enforces test-driven development with full code coverage for feature implementation and bug fixes, following the RED-GREEN-REFACTOR cycle.

Enforces adherence to Google style guides or established language best practices during code writing for consistency and quality.

Enforces atomic, descriptive commits to maintain a merge-ready codebase at all times.

Enforces testing against real local services (database, cache, queue) instead of mocks for code changes affecting service-dependent components.