8-point grid spacing, typography scale and color system. Basic design variables.

Build accessible, responsive, and performant frontend components with design system best practices, modern CSS, and framework-agnostic patterns.

Manage Ring doorbells, cameras, and alarm system

Expert in the Swift ecosystem, specializing in iOS/macOS/visionOS development, Swift 6 concurrency, and deep system integration.

Full system access mode for solo developers. Browser automation, filesystem, desktop, and all Rube integrations. No restrictions, maximum capability.

Financial management system for AI Agents - pay for services, manage wallet, request funds

Design chaos engineering experiments to test system resilience with controlled failure injection, hypothesis formulation, and blast radius control.

Upstash Vector DB setup, semantic search, namespaces, and embedding models (MixBread preferred). Use when building vector search features on Vercel.

Senior Software Architect. Expert in AI-Native Systems, Modular Monoliths, and Edge-Cloud Orchestration for 2026 ecosystems.

AppleScript and JXA automation for macOS. Use when user asks to automate apps, control system, run AppleScript/osascript, or integrate with macOS applications.

Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow

Pre-ingestion verification for epistemic quality in RAG systems with 9-point verification and Two-Round HITL workflow

Isolates frameworks and external systems behind adapters. Use when reviewing code with tight framework coupling or direct API calls in business logic.

Validates OSCAL System Security Plan documents against schemas, profiles, and cross-reference requirements with tiered validation depth.

Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage.

Understand the components, mechanics, and constraints of context in agent systems. Use when designing agent architectures, debugging context-related failures, or optimizing context usage.

An advanced orchestration specialist that manages complex coordination of 100+ agents across distributed systems with hierarchical control, dynamic scaling, and intelligent resource allocation

Use when building any system that involves AI/model calls - integrates with brainstorming, planning, and TDD to ensure model agency over hardcoded rules

Build production AI agents with Pydantic AI: type-safe tools, structured output, embeddings, MCP, 30+ model providers, evals, graphs, and observability.

Use when building Rust applications requiring memory safety, systems programming, or zero-cost abstractions. Invoke for ownership patterns, lifetimes, traits, async/await with tokio.