1. Software Development

Complete guide for integrating Supabase with Next.js 13+ App Router, including authentication, database setup, and RLS for production applications.

Expert guidance for optimizing Python project builds with Pants, covering caching, test execution, and target-based workflows.

Provides a production-ready pattern for integrating AI models (e.g., Google Gemini) with automatic fallback, retry logic, and type-safe structured responses using Zod.

Provides comprehensive coding standards and architectural patterns for the CareBridge eldercare management application to ensure consistency and prevent common errors.

Fetches the latest versions of Go and Python packages to streamline dependency management for developers.

Enables reactive state management in React applications using Effect Atom for efficient component updates and data flow.

Generates type-safe predicates and ordering functions for domain types using typeclass patterns in functional programming.

Helps developers choose between Context Tag witness and capability patterns for dependency injection, analyzing coupling trade-offs.

Designs and composes effect layers to enable clean dependency management in software architecture.

Enables implementation of fine-grained, independent services to replace monolithic architectures, enhancing modularity and scalability.

Provides a framework for implementing typeclasses with curried signatures and dual API styles (data-first and data-last).

Guides efficient codebase exploration using Serena MCP tools for architectural understanding and pattern discovery, minimizing token usage through targeted symbol reads and progressive narrowing.

Guides users through understanding GitHub issues, defining acceptance criteria, and committing code with proper issue references for effective bug fixes and feature implementations.

Analyzes AI-generated code review findings and automatically implements necessary code modifications to improve quality.

Guides users in creating MCP tools with proper schemas, input validation, output structure, and error handling best practices.

Enforces specification-driven development (SDD) and test-driven development (TDD) workflows by checking acceptance criteria at subtask boundaries and preventing scope creep.

Enables asynchronous messaging and file sharing between Claude Code agents across repositories for coordinated development work.

Enables progressive capability discovery in MCP servers through a standardized info tool pattern, helping users understand available features step-by-step.

Provides architectural patterns for organizing, naming, and structuring multi-tool MCP servers to handle complex tool integrations.

Runs linting, testing, and build processes before code is pushed to maintain quality and prevent integration issues.

Creates and configures Cursor rules for persistent AI coding guidance, including coding standards, project conventions, and file-specific patterns.

Ensures API quality and consistency through design review, OpenAPI specification generation, versioning strategy, and REST/GraphQL best practices.

Writes and updates unit tests using snapshot verification for source generator output, with scripts to run and accept snapshots.

Provides step-by-step guidance for installing development packages, tools, CLIs, and applications.