1. Software Development

Generates and implements structured data markup (e.g., JSON-LD) to enhance search engine indexing and visibility for web content.

Provides guidance for efficient database schema design, migration management, and query optimization strategies.

Provides step-by-step instructions for building and installing VS Code extensions within a project context.

Enables specification-driven implementation of the next ready task from Linear issue tracker using SpecKit integration.

Performs comprehensive code quality checks with ESLint, TypeScript compilation, and unused code detection, providing detailed error reporting and fix suggestions.

Enables integration of Stripe and Polar payment gateways for checkout, subscriptions, webhooks, and error handling in applications.

Streamlines AI-powered code review processes including triggering, feedback interpretation, and PR integration for development teams.

Designs, reviews, and evolves Postgres/Supabase database schemas with RLS, including migrations, indexes, and performance optimization.

Generates a custom checklist for feature development based on user requirements to ensure comprehensive coverage of implementation steps.

Executes implementation planning using a template to generate technical design artifacts for software development projects.

Provides guidance on REST and GraphQL API design, including error handling and versioning strategies for robust backend services.

Provides code coverage analysis to identify untested lines, compare branch coverage, and assess PR impact for improved test quality.

Generates Jest test suites with mocks and common test cases for components, repositories, and API routes.

Orchestrates immediate codebase analysis for architecture, security, quality, and design evaluation via Python script orchestration.

Automates identification and correction of Clippy lint warnings in Rust codebases.

Requires evidence-based verification before committing changes, creating PRs, or claiming work completion to ensure quality.

Enables parallel development on multiple Git branches through isolated working directories without switching branches.

Assists with Git operations including commits, branches, worktrees, and PRs, covering the full workflow from feature development to PR submission.

Translates product requirements into backend service features, building business domain logic and data processing systems.

Enforces test-driven development by requiring a failing test before writing production code, ensuring quality and coverage.

Builds LangChain ReAct agents for stock investment with tool integration, semantic routing, and debugging support.

Automatically enforces consistent Rust code style with patterns like let-else, variable shadowing, and explicit matching.

Creates structured implementation plans for technical tasks based on requirements, prior to coding.

Validates system functionality against product and user requirements via test case creation and testing tool provision.