1. Software Development

Core development workflow for Nethercore games handling build triggers, nether.toml configuration, asset management, determinism, and WASM game execution.

Automates creation of Linear tickets, branches, OpenSpec proposals, commits, and pull requests for SOC II issue triage.

Generates and validates ESPHome configurations for ESP32 devices, including troubleshooting common errors like GPIO conflicts and WiFi setup.

Automates BDD-style code generation without committing changes, ensuring safe and reviewable development workflows.

Provides complete configuration templates and troubleshooting for ESP32-S3-BOX-3 hardware, including display, touch, and audio setups.

Tests Nethercore games for determinism and correctness using specific test types and references technical documentation for replay formats and benchmarking.

Performs code reviews to identify best practices, security vulnerabilities, and bugs in code changes and pull requests.

Provides runtime debugging tools for console environments, enabling live editing, frame stepping, and value watching during execution.

Provides game optimization techniques for Nethercore, covering asset compression, LTO, and WebAssembly optimization.

Provides offline-first synchronization with encrypted storage and conflict resolution for mobile AI applications, ensuring privacy and local data persistence without cloud dependency.

Creates standardized CLAUDE.md project files with execution contracts to clarify requirements and eliminate ambiguity in software development processes.

Manages NuGet packages in .NET projects using dotnet CLI, enforcing strict version update procedures and prohibiting direct file edits.

Breaks down product requirements and architecture documents into actionable engineering tasks for development planning.

Automates review and completion of changelog entries in pull requests, addressing placeholder URLs and empty fields.

Implements technical aspects of an Astro-based blog including frontmatter handling, data schema, and performance optimization.

Provides width-based responsive image patterns for Astro, aspect ratio independent, optimizing image delivery and display.

AI-powered code review for high-risk changes (security, concurrency, complex logic), activated only by explicit user request.

Creates production-ready MCP servers using FastMCP v2, optimizing tool descriptions for context efficiency and implementing progressive disclosure for multiple capabilities.

Provides standardized navigation patterns for Astro sites including headers, footers, mobile menus, breadcrumbs, and skip links for consistent implementation.

Creates multi-component Claude.ai HTML artifacts with React, Tailwind CSS, and shadcn/ui support for state management and routing.

Provides internationalization features for Astro sites including multi-language routing, content translation, and locale switching for multi-market deployment.

Executes test suites to validate code changes and identifies gaps requiring additional test coverage.

Guides developers to write tests before implementing features or bug fixes, following Test-Driven Development principles.

Sarcastic code quality auditor that identifies code smells, anti-patterns, and provides witty best-practice fixes for code reviews and quality audits.