1. Software Development

Debugs HIL and billing workflow regressions by identifying root causes and pinpointing frontend or backend issues.

Provides structured bug triage for OpenEvent workflows, generating minimal reproduction traces and fix plans tied to workflow invariants and tests.

Provides a pre-merge checklist for OpenEvent-AI, prioritizing fast validation lanes (compile, smoke tests) before escalating to full suites for production readiness.

Guides on implementing software architecture principles including module boundaries, design patterns, and system migration strategies.

Guides creation and review of modern CLI tools with best practices in UX, error handling, and structure for robustness and maintainability.

Generates step-by-step implementation plans by analyzing problems and codebase, stored in .github/upgrades/ for team execution.

Maps code changes or bug symptoms to the minimal high-signal test subset for efficient test selection and regression prevention.

Automatically detects project technology stack and applies only relevant coding guidelines to session, reducing token usage in AI development workflows.

Provides integrated code quality assessment covering architecture, code smell, performance, and type safety to ensure maintainable and robust software development.

Enforces architectural rules and bug prevention checklists for safe modifications to routing, state, and detection logic.

Designs monorepo structures for microservices, covering service decomposition, communication patterns, and repository organization.

Official Playwright E2E testing protocol enforcing fresh client state, hybrid mode, and clean ports for reliable browser test execution.

Builds accessible React interfaces using HeroUI v3 components with Tailwind CSS and React Aria, supporting forms, navigation, and data display.

Automates software build and test execution using Makefile, streamlining development workflow for consistent and repeatable builds.

Provides Go backend development utilities emphasizing idiomatic code, concurrency patterns, error handling, and testing best practices.

Guides REST and GraphQL API design with versioning, error handling, and documentation best practices.

Automates removal of backward compatibility remnants, unused code, and progress comments for cleaner codebases.

Maps code changes or bug symptoms to the minimal high-signal test subset for efficient test execution and regression prevention.

Automates proof search in Lean files by filling 'sorry' placeholders using the Aristotle theorem prover, handling API setup and result verification.

Enforces non-negotiable standards for code structure, testing, naming, and documentation to ensure high-quality software development.

Audits and fixes Tailwind CSS anti-patterns, enforcing best practices like spacing direction, size-* usage, and 8px grid.

Provides development methodology emphasizing reasoning, code quality, and maintainability to be applied prior to implementation.

Provides WCAG 2.1 AA compliant accessibility patterns and components for React applications to ensure inclusive user experiences.

Automates GitHub issue creation with customizable title and description, enhancing development task management.