1. Software Development

Provides best practices for Gradle build configuration, custom plugins, and performance optimization in Kotlin DSL.

Manages Git workflows including branch management, commits, PR handling, and semantic versioning for efficient software development.

Provides project-specific coding conventions including naming rules, folder structure, and component patterns for consistent code generation and project organization.

Provides API connection patterns using TanStack Query and Axios for data fetching, mutations, and hook management in React applications.

Provides expert guidance for advanced TypeScript type safety, generics, type inference, and compile-time validation to eliminate runtime errors.

Delegates complex codebase exploration to local Ollama models for multi-file analysis, review, and understanding.

Provides structured root cause analysis for bugs, test failures, and unexpected behavior to prevent superficial fixes.

Executes Bruno API requests via curl or creates new .bru files for API testing and documentation.

Expert guidance for building full-stack applications with Next.js frontend and FastAPI backend, including API route development and SSR/SSG implementation.

Expert guidance for implementing advanced Git workflows, including trunk-based development, monorepo strategies, and Git automation for complex repository management.

Guides creation, configuration, and deployment of Model Context Protocol (MCP) servers to extend Claude with custom capabilities and external API integrations.

Expert guidance for Turborepo and pnpm workspace management, build optimization, and caching strategies in monorepo architectures.

Streamlines plugin development, testing, and maintenance for the Claude Code platform through structured workflows and examples.

Debugs client-side activation of jsgui3 SSR markup, including persisted data attributes and plugin points for field management.

Guides creation and styling of UI components using shadcn/ui and Tailwind CSS for implementing PRD screens in frontend development.

Provides design patterns for automatic skill activation via keyword-based triggers at plugin or project levels.

Generates a structured Starlark MCP extension with tools, handlers, and proper server integration structure.

Debugs client-side activation failures in jsgui3, resolving issues like non-functional clicks, null DOM references, and missing context errors post-SSR.

Provides reusable code patterns for implementing hooks in applications, supporting validation, workflow gates, MCP integration, and state management.

Enforces stability in telemetry data contracts, ensuring consistent event naming, JSONL structure, and API endpoint shapes for reliable data ingestion.

Provides protocol guardrails and validation for modifying MCP servers interacting with repo memory, ensuring consistent capability storage to prevent redundant agent learning.

Virtual environment for testing Claude Code plugins, hooks, and agents without impacting production systems.

Enforces a structured workflow (plan → implement → verify → document) for non-trivial development, debugging, and cross-cutting changes.

Provides hook-based state machine patterns for implementing multi-phase sequential workflows with quality gates in software applications.