1. Software Development

Sets up isolated development environments for parallel tasks using Git worktrees.

Executes a single step from a specification, enabling direct step execution in automated testing and workflow systems.

Specializes in Skriptoteket frontend development with Vue 3.5, Vite, and TypeScript, ensuring HuleEdu design token and authentication compatibility.

Automates dependency management with security scanning, update orchestration, and compatibility validation to ensure stable, secure software development.

Starts or restarts Godot editor's MCP server and DAP debugger ports, resolving handshake failures and missing ports for project debugging.

Installs .NET tools locally to global tools, managing platform-specific packaging and cleanup for development environments.

Enables accurate implementation of tier-based waterfall ledger semantics and clawback behavior for Phoenix VC fund distribution logic in code.

Automates synchronization of calculation module documentation and JSDoc with current code behavior after changes.

Provides test patterns to verify bug fixes and prevent regressions, ensuring code stability after changes.

Validates XIRR and fee calculation logic in server analytics modules to ensure computational accuracy.

Optimizes reserve allocation and follow-on strategies for the Phoenix fund model using deterministic engine logic.

Assists in designing and reviewing distributed systems, microservices, and event-driven architectures for coordinated networked component operation.

Enables structured logging with Structlog in HuleEdu services, covering context propagation, async-safe logging, and error handling integration.

Assists in designing and reviewing systems programming, embedded systems, and performance-critical code with direct hardware and OS interaction.

Guides building, debugging, and configuring distributed applications with Aspire framework, addressing service orchestration, migration, and common runtime issues.

Methods for researching codebases to understand bugs, find related files, and trace code flow.

Expertise in implementing Jaeger and OpenTelemetry tracing patterns, including async context propagation and correlation for debugging distributed systems.

Automates identification, tracking, and prioritization of technical debt to enhance code quality and maintainability in software development.

Enables TypeScript code assistance including type checking, reference finding, and definition navigation via the LSP plugin.

Builds accessible HTML forms with CSS-only validation using native HTML5 features and custom elements for form fields and messages.

Guides development of command-line tools with argument parsing, I/O handling, subcommands, and testing.

Designs PostgreSQL schemas with migrations, seeding, and documentation for application data structures.

Automates migration of pyproject.toml from pre-PDM 2.0 to PEP-compliant format, converting dev-dependencies to dependency-groups and updating PEP 621 project metadata.

Provides reusable HTML patterns and component blocks for common page types including FAQs, product listings, and press releases.