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Web Interface Guidelines Auditor

Audits frontend code for compliance with Vercel's Web Interface Guidelines and accessibility best practices.

Parallel Work Orchestration

Coordinates multi-agent workflows by managing file ownership and preventing merge conflicts through a structured locking system.

TypeScript Development for Metabase

Writes and refactors production-grade TypeScript and JavaScript code optimized for the Metabase ecosystem and coding standards.

Technical Code Review Reception

Processes code review feedback with technical rigor by prioritizing verification over performative agreement.

Microservices Architecture Patterns

Implements scalable microservices architectures using proven design patterns for service boundaries, event-driven communication, and system resilience.

A/B Test Setup & Experimentation

Guides the planning, design, and statistical analysis of A/B tests and experiments to ensure valid, actionable results.

TypeScript Development Standards

Writes and refactors TypeScript and JavaScript code adhering to Metabase coding standards and professional development best practices.

Photo Clipper

Crops and reframes photos intelligently using GPT-5 vision analysis and natural language prompts.

TDD Kata Workflow

Facilitates professional Test-Driven Development practice by enforcing strict Red-Green-Refactor cycles and code kata constraints.

JusticeHub Project Context

Maintains strict environmental boundaries and architectural awareness for the JusticeHub codebase to prevent cross-repository errors.

Git Worktree Manager

Automates the creation and setup of isolated Git worktrees to enable simultaneous multi-branch development without workspace pollution.

Senior Frontend Engineering Specialist

Applies senior-level architectural guidance and OpenClaw execution to build and verify production-grade web interfaces.

Site Navigator

Navigates and discovers content across Ryan Waits' personal site, including technical posts, career history, and experiments.

Requesting Code Review

Dispatches a specialized code-reviewer subagent to identify bugs and architectural issues before merging code.

User-Centric Testing Best Practices

Implements robust testing patterns using Vitest and Testing Library to ensure high-quality, accessible components and reliable API interactions.

Weekly Report Automator

Automates the generation of professional weekly reports for ML system development projects by synchronizing updates with Notion.

Automated Module Scaffolding

Generates standardized module structures with automated metadata synchronization and rigorous architectural validation.

Test-Driven Development (TDD)

Enforces a strict Red-Green-Refactor workflow to ensure high-quality code through mandatory test-first implementation.

Backend Architecture Patterns

Implements scalable server-side patterns, robust API designs, and database optimizations for Node.js and Next.js applications.

Web Interface Design Guidelines Reviewer

Audits user interface code for compliance with professional web design, UX, and accessibility standards.

Rust Dynamic Crate Skills Manager

Automates the generation and management of specialized Claude skills based on your Rust project dependencies.

Continuous Learning Engine

Automatically extracts reusable patterns and error resolutions from Claude Code sessions to build a personalized knowledge base.

Arbtr Architectural Governance

Enforces architectural standards and decision-making consistency by checking Arbtr for established patterns before modifying codebases.

Windsurf Incident Runbook

Streamlines incident response for Windsurf integrations through automated triage, mitigation scripts, and postmortem documentation.

Client State Manager

Manages type-safe client-side state using SWR and nuqs for seamless global UI and URL synchronization.

Zig Bun System Calls

Guides the implementation of high-performance, cross-platform system calls and file I/O using Bun's specialized Zig API.

Strategic Context Compaction

Optimizes Claude Code sessions by suggesting manual context compaction at logical task boundaries to prevent mid-task data loss.

Security Review

Audits codebases for vulnerabilities and enforces industry-standard security patterns for data protection and authentication.

Conestoga Game Development

Facilitates game development within the Conestoga framework, managing Gemini AI integrations, Pygame UI states, and automated testing workflows.

CI Doctor

Diagnoses and repairs failed CI/CD pipelines, automated tests, and GitHub Actions workflows.