1. Software Development

Generates a new Claude Code skill directory and structured SKILL.md file for rapid skill creation.

Assesses cognitive load for task complexity, agent upgrades, and code quality to guide software development decisions.

Enforces Test-Driven Development (TDD) workflow for MCPX project, requiring tests to be written before any implementation code.

Enforces test-driven development for Go code with 80%+ coverage across unit, integration, and E2E tests using table-driven patterns.

Guides developers on Go coding standards, best practices, and idioms including gofmt, error handling, and naming conventions.

Requires verification command execution and output confirmation before claiming work complete, committing, or creating PRs to prevent errors.

Enables parallel execution of independent tasks by deploying multiple agents simultaneously without shared state dependencies.

Optimizes database (Postgres, Neo4j), frontend rendering, and system bottlenecks to enhance application scalability and performance.

Provides Go backend architecture patterns using Fiber v3, covering API design, repository pattern, database integration, and high-performance features.

Generates descriptive Git commit messages by analyzing staged changes and recent commit history for clear version control entries.

Generates comprehensive call graphs for codebase dependency analysis using GrepAI trace, enabling recursive exploration of function and module relationships.

Discovers all code locations that call a specified function, aiding in code navigation and dependency analysis.

Configures multi-project workspaces in GrepAI for efficient monorepo management and related project organization, enhancing development workflows.

Automates Graphite branch creation with staged changes and commit message for review in development workflow.

Provides common implementations of motor control algorithms, such as PID controllers, for robotics and automation systems.

Provides opinionated backend development standards for Node.js/Express/TypeScript microservices, covering architecture, patterns, validation, and testing.

Guides developers through final branch integration decisions, offering structured options for merging, pull requests, or cleanup after successful implementation and testing.

Facilitates peer code review requests for feature implementation and merge validation to ensure code quality and requirement adherence.

Comprehensive guide for software architecture design including pattern selection, directory structures, and trade-off analysis for projects of all sizes.

Migrates Java Lucene classes/interfaces to platform-agnostic Kotlin Multiplatform (KMP) codebase for cross-platform compatibility.

Expert PHP 8.3+ development assistance for Laravel 11, Symfony 7, and modern PHP application architecture.

Provides a detailed upgrade guide for Next.js 15, covering breaking changes, async parameters, Turbopack stability, and fetch caching updates from Next.js 14.

Specializes in modern JavaScript (ES2024+) development for backend APIs and applications using Node.js, Bun, Deno, and related tools.

Provides Aiken-based workflows for Cardano smart contract development, including validators, building, blueprints, and Plutus code generation.