1. Software Development

Guides adding testId attributes to interactive frontend elements for effective end-to-end testing.

Manages Git commits via GitHub CLI with commit message validation and status checks for streamlined development workflows.

Orchestrates end-to-end testing strategy implementation including planning, execution, and closure to enhance code coverage and verify edge cases.

Streamlines end-to-end feature development from requirement specification to production deployment, including coding, testing, and delivery workflows.

Executes OpenAI Codex CLI in non-interactive mode for code generation, handling JSON output parsing to integrate AI-assisted development into workflows.

Automates multi-model code review by having different AI models independently examine code to uncover issues missed by initial reviews.

Provides foundational backend patterns for API design, authentication, security, and database modeling in a language-agnostic manner.

Enables simultaneous work on multiple Git branches within a single repository without redundant clones.

Provides backend architecture patterns, API design, and database optimization best practices for Node.js, Express, and Next.js API routes.

Incrementally parses Mermaid and Canvas diagram files to build efficient indexes without full file reads, enabling fast diagram search and retrieval.

Verifies code adherence to Clean Architecture principles in Polibase by checking dependency rules, entity independence, and repository patterns during file modifications.

Assists developers in generating Alembic-based database migrations for Sagebase, ensuring proper structure, rollback capability, and best practices.

Generates strict issue drafts with objective-setting and Red/Green/Verify instructions to eliminate ambiguity in development tasks.

Automates semantic versioning increments for plugin version numbers in software development workflows.

Validates specification creation plans against SSOT to enforce technical design standards and prevent regressions before execution.

Guides Hexo theme development with template handling, variables, helpers, and internationalization for blog customization.

Automates comprehensive testing with Vitest for unit tests and Playwright for E2E tests, including safety interception scenarios.

Orchestrates Test-Driven Development (TDD) implementation by decomposing specifications, managing distributed code/test integration, and auditing for specification adherence and test coverage.

Creates and manages GitHub pull requests for code features, bug fixes, and documentation updates, enabling collaborative code review and integration.

Ensures work is done on a feature branch by applying a predefined branch strategy for checkout or creation.

Explains Polibase's development workflows covering Docker-first practices, environment variable management, and feature addition procedures.

Audits and refines Architecture Decision Records (ADRs) for SSOT alignment, logical consistency, and adherence to architectural values prior to finalization.

Reviews TDD implementation plans for alignment with specifications, architecture, and TDD principles before execution.

Analyzes Codex CLI output logs to provide clear interpretation of execution results, facilitating debugging and code generation verification.