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Literature Review Strategist (B1)

Develops comprehensive academic search strategies and evidence synthesis frameworks using the 5-phase VS-Research methodology.

Qualitative Research Design Consultant (C2)

Guides researchers through selecting and implementing optimized qualitative research designs, including phenomenology, grounded theory, and ethnography.

Academic Journal Matcher & Strategist

Identifies optimal target journals for research papers using real-time data from OpenAlex and Crossref APIs to build data-driven submission strategies.

Quantitative Design Consultant

Architects optimized quantitative research designs, experimental methodologies, and sampling strategies using an enhanced three-phase validation process.

Academic Humanization Verifier

Validates that AI-to-human text transformations preserve academic integrity, citations, and statistical accuracy.

Rails Security Expert

Hardens Ruby on Rails applications by implementing industry-standard authentication, authorization, and vulnerability protections.

Codebase Standards Architect

Analyzes your project structure and patterns to generate or update a comprehensive STANDARDS.md reference for your codebase.

Rails Anti-Pattern Specialist

Identifies and refactors common Ruby on Rails architectural flaws, performance bottlenecks, and code smells.

Rails Testing

Guides developers through writing, debugging, and organizing comprehensive test suites for Ruby on Rails applications using RSpec or Minitest.

Product Riff

Analyzes product news and market shifts through strategic lenses to sharpen product intuition and strategic thinking.

Documentation Exporter

Generates self-contained, high-quality documentation packages designed for AI consumption and external system integration.

Hotwire Patterns for Rails

Implements interactive Ruby on Rails user interfaces using Turbo and Stimulus patterns to minimize custom JavaScript.

Agent C3 Mixed Methods Consultant

Guides researchers through complex mixed methods study designs using systematic qualitative and quantitative integration patterns.

Rails Performance Optimization

Optimizes Ruby on Rails applications by identifying and resolving N+1 queries, implementing efficient caching, and managing background processing.

I1 Research Paper Retrieval Agent

Automates multi-database academic paper fetching and deduplication for systematic literature reviews.

Codex Collab

Enables AI-to-AI pair programming by integrating Codex as a consultant within a tmux-managed terminal environment.

G5 Academic Style Auditor

Identifies over 24 writing patterns that diminish scholarly quality and detects AI-generated linguistic markers in academic drafts.

Feature Implementation & Task Automation

Automates the end-to-end process of fetching, implementing, testing, and documenting software features directly from task management systems.

Product Simulation & Cognitive Empathy

Models user behavior and identifies cognitive biases to improve product judgment and strategic decision-making.

Project Documentation Architect

Synchronizes codebase changes with technical documentation to ensure accuracy, consistency, and minimal maintenance churn.

MongoDB Query Builder

Builds, optimizes, and executes MongoDB queries, aggregation pipelines, and complex CRUD operations.

Diverga System Doctor

Performs comprehensive system diagnostics and automated health checks for the Diverga plugin environment.

Dead Code Refactor

Safely removes unused code, exports, and dependencies through automated analysis and rigorous test-driven verification.

Atcha Agent Team Chat

Enables real-time communication and coordination between multiple AI agents working in parallel.

SaaS Testing Toolkit

Automates the writing, execution, and analysis of unit, integration, and end-to-end tests for modern SaaS applications.

Meldoc Search & Discovery

Navigates and explores Meldoc documentation using advanced search, tree visualization, and link relationship mapping.

Temporal Testing Strategies

Provides standardized implementation patterns and guidance for testing Temporal workflows, activities, and Nexus operations using the Go SDK.

Idea Plan PM

Drafts comprehensive service planning documents through an interactive Q&A process to define core concepts and features.

TanStack Query Master

Implements TanStack Query v5 best practices for robust data fetching and server-state management in React applications.

GitHub PR Reviewer

Automates structured GitHub pull request reviews with incremental file analysis and AI-driven fix recommendations.