1. Software Development

Provides best practices for React application development, including hooks, state management, and TypeScript integration.

Guides on Python idiomatic practices, type hints, async/await, pytest testing, and framework patterns for web and data processing.

Guides modification, debugging, and understanding of job orchestration patterns, work unit lifecycle, and state management in the shelf book digitization pipeline.

Provides a TypeScript SDK reference for integrating with 300+ AI models via OpenRouter using the callModel pattern.

Provides validation, testing, and distribution tools for Claude Code plugins, including debugging and marketplace preparation.

Generates IDAPython plugins for IDA Pro 9.x with HCLI packaging, including UI elements, actions, and event hooks for seamless installation.

Creates API-based event scraping scripts for Asheville Event Feed, prioritizing CMS detection and known endpoints over browser scraping with comprehensive testing.

Streamlines GitHub pull request workflows with tools for code review, comment management, and merge assistance.

Automates pull request code reviews using multi-agent analysis to improve code quality and catch issues early in development.

Automates frontend bug debugging by collecting runtime logs server-side, eliminating manual console.log and user log sharing.

Automates plugin version releases with version bumping, Git tagging, and GitHub release publishing for marketplace distribution.

Resolves Swift 6 migration issues including concurrency errors, Sendable conformance, and actor isolation problems.

Provides Python code review guidelines for quality, security, and best practices, including framework-specific concerns for Django, FastAPI, and Celery.

Enforces consistent TypeScript import formatting with one import per line, alphabetical sorting, and grouping to reduce merge conflicts in collaborative development.

Provides architecture patterns, security best practices, and memory management for implementing and debugging MCP servers in Python (FastMCP) or TypeScript.

Aligns dependency versions and resolves conflicts when integrating new dependencies from technical specifications to maintain compatibility with existing and transitive dependencies.

Assists in developing and modifying Django web applications, covering project structure, models, views, templates, and modern best practices.

Generates new Claude Code slash commands with YAML frontmatter, including descriptions, arguments, and tool permissions for plugin integration.

Builds REST APIs with Django Ninja (async-first, type-safe) or Django REST Framework (mature ecosystem), covering authentication, permissions, and async endpoints.

Generates a new Claude Code plugin with standardized directory structure and manifest file (plugin.json) for immediate use.

Analyzes HTTP requests and responses to debug API issues, identify failed calls, and trace data flow in applications.

Audits Django codebases for parallel development readiness, analyzing apps, models, and module boundaries to enable multi-agent workflows.

Generates Claude Code agent configuration files with YAML frontmatter, including name, description, tools, model, and color settings for plugin development.

Creates a new Claude Code agent skill with standardized folder structure and SKILL.md documentation for autonomous model invocation.