1. Software Development

Automates generating Storybook story files for React components during creation or modification.

Provides design patterns for creating validation contracts in OptAIC, covering domain-specific rules like signal bounds and dataset schemas using a Law vs Police architecture.

Generates new Rails 8.1+ applications with Claude Code, Tidewave MCP, and Hotwire Club MCP integrations for streamlined development setup.

Provides design patterns and procedures for GUI development in `apps/web`, including migration from `optaic-v0` and `ApiClient` integration patterns.

Reviews code during refactoring to ensure compliance with PRISM architecture patterns, specifically for Runner and Trainer classes following AbstractRunner/AbstractTrainer.

Provides strategies and patterns for designing and implementing End-to-End tests using Python SDK, ensuring full-stack verification and SDK usability.

Researches and creates new plugins for day/night cycle automation based on user requests for app support.

Guides Python best practices including type hints, pytest testing, uv dependency management, and project configuration.

Provides CSF3 methodology for authoring UI component stories in Storybook, emphasizing visual examples and maintainable documentation.

Assists developers with API design following company standards and accelerates Spring Boot project setup, including code review validation against specifications.

Systematically diagnoses software bugs, failures, and performance issues using a multi-agent approach. Triggered by diagnostic queries like 'why is X failing' or 'find root cause'.

Enforces code quality checks, test validation, and documentation updates prior to committing code, ensuring standards are met at the development stage.

Provides production-grade accessibility auditing, remediation, and validation for WCAG 2.2 AA compliance in UI components.

Provides Playwright-based E2E testing patterns with Chrome DevTools integration for accessibility validation and visual regression testing.

Provides comprehensive coding guidelines for Odoo module development, covering structure, XML, Python, JavaScript, and CSS/SCSS conventions.

Guides developers in migrating DataAPI, pipelines, and other components from optaic-v0 to optaic-trading's Resource/Activity architecture.

Analyzes story complexity and proposes reviewable PR splits to improve code review efficiency.

Automates Git branch creation, commit messaging, and pull request generation for task-based development workflows.

Guides systematic code review approaches, including best practices, frameworks, and templates for improving code quality and collaboration.

Provides tools for writing, building, and debugging applications in the Odin programming language.

Installs and configures the Odin programming language and its language server (ols) for development environments.

Formats Python code using black, ruff, and isort for consistent style, ensuring code quality and CI/CD compliance.

Manages simulation world state including initialization, loading, tick advancement, and status checks.

Guides on Rails 7+ conventions, directory structure, and idiomatic patterns for production system development.