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Expert Code Review & Remediation

Conducts adversarial code reviews and applies feedback using standardized UACRP protocols and CLI-based artifact tracking.

ESM Protein Design & Modeling

Designs, analyzes, and generates protein sequences and structures using Evolutionary Scale Modeling (ESM3 and ESM C).

GitHub CI Fixer

Automates the process of debugging and fixing failing GitHub Actions CI/CD checks directly from the command line.

Data Versioning Refactor

Implements lightweight dataset tracking and reproducibility patterns to ensure data changes are explicit and traceable.

AI Project Architecture & Guidelines

Provides a comprehensive blueprint for building and maintaining production-ready AI applications using Next.js, FastAPI, and Supabase.

Python Experiment Tracking

Organizes Python research code by implementing consistent logging, metadata tracking, and result comparison workflows.

OpenEvent Architectural Guardrails

Enforces architectural standards and workflow logic integrity for the OpenEvent-AI platform.

Automated Test Generation

Generates comprehensive unit and integration test suites using the AAA pattern to ensure robust code coverage and reliability.

Frontend TDD Implementation

Executes frontend implementation tasks using strict Test-Driven Development (TDD) cycles and design system constraints.

Qiskit Quantum Computing

Develops, optimizes, and executes quantum circuits on IBM Quantum hardware and simulators using the industry-standard Qiskit framework.

PR Monitoring & Auto-Fix

Automates the pull request lifecycle by monitoring CI checks and review comments, applying fixes, and pushing updates autonomously.

Git Version Control Operations

Manages professional Git workflows including branch creation, conventional commits, and automated pull request generation.

Documentation Expert

Generates comprehensive API documentation, professional README files, and meaningful code comments to improve project maintainability.

Triage Workflow

Standardizes the process of labeling, prioritizing, and routing incoming issues and pull requests for consistent project maintenance.

Identifying Layer Placement

Categorizes Python code into appropriate architectural layers to ensure clean separation of concerns and maintainable Service Layer patterns.

Request Code Review

Automates the code review process by dispatching a specialized subagent to identify issues and verify requirement compliance before merging.

CrewAI Agent Orchestrator

Designs and orchestrates collaborative multi-agent AI teams using the role-based CrewAI framework.

Thrylen qEEG Portal Manager

Manages and deploys the Thrylen qEEG clinician portal, handling patient data synchronization, Netlify Blobs storage, and serverless functions.

Option B Agent Instruction Patcher

Configures repository instruction files for Tauri v2 and React-based desktop architectures to guide AI coding agents with security guardrails.

Metabolomics Workbench Explorer

Accesses the NIH Metabolomics Workbench REST API to retrieve comprehensive metabolomics study data, metabolite structures, and standardized RefMet nomenclature.

Clinical Treatment Plan Architect

Generates concise, evidence-based medical treatment plans in LaTeX and PDF formats across all clinical specialties.

Python Service Testing

Generates robust Python unit tests for service classes using the Arrange-Act-Assert pattern and boundary-based mocking.

Production Server Management

Guides production-grade server operations through strategic process management, monitoring, and scaling principles.

JUDO Testkit Helper

Streamlines the creation and troubleshooting of unit and integration tests for JUDO applications using the Guice-based testkit.

Roast Plus UI Design System

Implements a coffee-inspired Tailwind CSS v4 design system with standardized layouts, accessible components, and seasonal themes.

Technical Implementation Planner

Generates highly granular, TDD-focused implementation plans for complex software engineering tasks.

Production Code Auditor

Transforms entire codebases into enterprise-grade, production-ready software through autonomous security, performance, and architecture audits.

DDD Architect & Planner

Guides the full Domain-Driven Design lifecycle from strategic context mapping to tactical Kotlin code generation.

LangGraph v1 & LangChain Assistant

Facilitates the development and migration of Python-based AI agents using LangGraph v1 and LangChain v1 standards.

Flow Nexus Platform Manager

Manages the end-to-end Flow Nexus lifecycle including sandbox orchestration, application deployment, user authentication, and credit-based monetization.