1. Software Development

Regex-based code search across repository files using gh-grep, targeting code patterns rather than issue content.

Automates error log processing: fetch, analyze, create tasks, fix, and mark resolved via admin panel.

Validates code implementation against API documentation, database schemas, and acceptance criteria to ensure feature compliance throughout development.

Provides comprehensive frontend development guidelines for React/TypeScript applications covering modern patterns, file organization, styling, routing, and performance optimization.

Automates structured edits and validation for PlantUML sequence diagrams across multiple files, including block insertion and participant addition.

Automates firmware build, ESP32-S3 deployment over LAN, API/UI verification, and release note generation for embedded systems.

Guides the design of scalable, secure, and maintainable technical solutions through structured architectural planning.

Automates feature branch merging into main via squash commits with conventional commit messages summarizing full feature scope.

Translates product requirements into actionable engineering plans, validates requirements, and designs production-ready system architecture using GitHub Projects.

Automates version bumping and release preparation for the stele CLI project using conventional commits to suggest semantic version updates and guide the release workflow.

Expert assistance for converting Python code to Ray workloads, debugging Ray applications, optimizing performance, and utilizing Ray Train/Tune components.

Teaches K1.reinvented's compilation architecture, graph-to-C++ compilation mechanics, and minimalist extension methodology for system developers.

Comprehensive guide for developing, testing, and deploying serverless applications with Cloudflare Workers using JavaScript, TypeScript, Python, and Rust.

Enforces SOLID principles, readability, and maintainability during code development and refactoring to prevent anti-patterns and ensure high-quality code.

Generates realistic fake data for database seeding in development, testing, and staging environments using Faker and ORM support.

Provides a hyper-opinionated agent for building production-ready Next.js 15 App Router applications with DynamoDB, enforcing best practices and accelerating development.

Comprehensive guide for developing production-ready agents with the Claude Agent SDK, covering agent creation, tool design, subagents, session management, and MCP integration using SDK-native capabilities.

Reviews software architecture documents to identify quality issues, risks, and optimization opportunities, providing prioritized recommendations for improvement.

Provides instant access to Shortcut REST API methods, schemas, and signatures, eliminating manual documentation browsing for developers.

Generates Room entities for Android Kotlin apps that exactly mirror Django/PostgreSQL backend schemas, preventing schema drift and ensuring type consistency.

Analyzes code test coverage and generates detailed reports to identify untested code sections.

Enables full-stack Next.js 14+ development with App Router, React Server Components, and modern data management patterns.

Enables structural code search and analysis using Abstract Syntax Tree (AST) patterns for precise codebase queries beyond text search.

Guides creation and management of Claude Code skills using Anthropic best practices, covering structure, triggers, enforcement, and hooks.