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Reviews GitHub Actions workflows for security, correctness, and CI/CD best practices in DevOps pipelines.

Reviews shell scripts for correctness, security, maintainability, and adherence to DevOps best practices.

Validates shell scripts for correctness and reliability, providing workflow guidance and troubleshooting for DevOps automation tasks.

Generates descriptive commit messages by analyzing git diffs, aiding developers in clear version control communication.

Creates browser automation scripts for modifying web pages, enhancing functionality, and automating user interactions via Tampermonkey userscripts.

Comprehensive guide for automating Google Workspace tasks including Sheets, Docs, Gmail, Drive, and Calendar via Apps Script.

Comprehensive guide for implementing, configuring, and troubleshooting Google Tag Manager for marketing tag automation.

Provides a comprehensive guide for developing Shopify themes, covering file structure, sections, snippets, JSON templates, and Online Store 2.0 architecture.

Provides layered architecture patterns for TanStack Start applications, including data access, use cases, and server functions to organize code and structure features.

Provides TypeScript and React code quality standards including naming conventions, file organization, error handling, and best practices for code reviews and pattern establishment.

Assists with Drizzle ORM and PostgreSQL database patterns including schema design, queries, migrations, and relationships.

Provides backend patterns for TanStack Start including server functions, middleware, Zod validation, and Nitro for API endpoints and authentication.

Provides testing patterns for E2E and unit tests using Playwright and Vitest, including component testing and mocking.

Provides security best practices for TanStack Start applications, covering authentication, payment handling, API protection, and prevention of XSS, CSRF, and SQL injection.

Provides performance optimization patterns for React 19, Vite, Drizzle ORM, and TanStack Query, targeting page load, database queries, bundle size, and caching.

Provides React 19 best practices and patterns for TanStack Start applications using shadcn/ui, React Hook Form, Zod, Framer Motion, and TanStack Query.

Provides best practices for managing npm dependencies in large projects, including adding, updating, and resolving conflicts for projects with 40+ dependencies.

Automates developer workflow for task management, including claiming issues, progress logging, and version control-based change tracking via the FP CLI.

Automates commit-to-issue assignment and session tracking to ensure all development work is properly attributed and tracked.

Creates structured development plans, breaks down features into hierarchical tasks, and models dependencies for the FP CLI.

Executes the next task in a software implementation plan, enabling seamless progression through feature development and code implementation.

Splits complex tasks into manageable subtasks for efficient project execution and phased implementation.

Updates and maintains the sloc-guard project documentation following feature completion as requested by the user.

Manages dynamic adjustments to implementation plans by adding, modifying, or reprioritizing tasks in response to evolving project requirements.