Development

Build type-safe, high-assurance Haskell systems using advanced type systems, pure functional architecture, and concurrency patterns.

Use Bun as a fast JavaScript runtime, package manager, bundler, and test runner with Node migration guidance.

Agent Framework Azure Hosted Agents

Create and edit JSON Canvas files with nodes, edges, and connections for Obsidian mind maps and flowcharts.

Reference essential Bash commands, piping, process management, and scripting patterns for macOS/Linux development.

Dispatch code-reviewer subagent to catch issues before merging, with focused context and clear feedback workflow.

Azure Event Hubs SDK for TypeScript

Azure.ResourceManager.ArizeAIObservabilityEval

Build production-grade Laravel applications with clean architecture, security, and modern standards (Laravel 10/11+).

GitHub Solution Finder

Azure Identity (Java)

Design consistent, developer-friendly REST APIs with proper resource naming, status codes, pagination, and error handling.

Design production-ready PostgreSQL schemas with best-practices for data types, indexing, constraints, partitioning, and performance patterns.

Operate and extend a zero-dependency session-aware REPL with persistent markdown storage and model switching.

Apply 45 prioritized performance rules across React/Next.js components, data fetching, and bundle optimization with specific actionable patterns.

Test local web applications with Playwright scripts using helper tools for server management and DOM inspection.

Use Bun as a JavaScript runtime, package manager, bundler, and test runner with Node migration guidance.

Debug and optimize Prisma schemas, migrations, and queries across PostgreSQL, MySQL, and SQLite with actionable fixes.

Cloud Cost Optimization

Blueprint — Construction Plan Generator

Implement custom event handling and widget actions in Makepad applications using proven patterns from production codebases.

Build installable, offline-capable PWAs with service workers, manifests, and caching strategies for native-like web experiences.

Expo UI Guidelines

GitHub Solution Finder

C4 Container Level: System Deployment

Context Engineering Fundamentals

GitHub Solution Finder

Bug Hunter

Build production-ready SaaS MVPs with validated tech stack, multi-tenant architecture, auth, payments, and launch checklist.

Project Guidelines Skill (Example)

Verify code quality through build, types, lint, tests, security, and diff checks.

Broken Authentication Testing

Identify and fix failing tests by grouping errors, prioritizing by impact, and verifying fixes incrementally.

Burp Project Parser

Systematize research for existing solutions before writing custom code for features.

C4 Code Level: [Directory Name]

Master Docker and Docker Compose patterns for containerized local development environments and multi-service orchestration.

Run comprehensive quality checks across build, types, lint, tests, and security.

Extract validated JSON, enums, and typed objects from LLM APIs using response_format, tool_use, and constrained decoding across OpenAI, Anthropic, and Google.

Teaches scalable React component patterns avoiding boolean prop proliferation through composition techniques.

Enforce test-driven development with 80%+ code coverage including unit, integration, and E2E tests.

Content Strategy

GitHub Solution Finder

Orchestrate iterative website generation using Stitch with autonomous baton-passing between loop cycles.

Configure and implement Tailwind v4 CSS-first design systems, container queries, and responsive layouts with modern patterns.

Universal Web Scraper