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Intent Layer Architect

Deploys hierarchical AGENTS.md infrastructure to provide AI agents with high-level architectural context and senior-level navigation paths.

ChatGPT App Validator

Validates ChatGPT App implementations to ensure compliance with required schemas, MCP protocols, and UI/UX standards.

ChatGPT App MCP Tool Builder

Streamlines the creation, schema design, and registration of Model Context Protocol (MCP) tools for ChatGPT applications.

Hugging Face Dataset Creator

Streamlines the creation, configuration, and management of diverse datasets on the Hugging Face Hub directly from your development environment.

RDKit Cheminformatics & Drug Discovery

Provides specialized tools for molecular manipulation, chemical property calculation, and machine learning in drug discovery workflows.

The Grimes Grind: Hardened Code Review

Systematically identifies and destroys flaws in code, architecture, and plans through a disciplined falsification process.

Qodo Code Quality & Improvement

Suggests actionable code optimizations and refactoring patterns for local changes and Pull Requests.

Polars High-Performance Data Processing

Accelerates data manipulation and analysis using the blazingly fast Polars DataFrame library for Python and Rust.

PyTorch Model Deployment & Optimization

Deploys and optimizes PyTorch models for production environments, edge devices, and high-performance C++ applications.

Claude GitHub Sync Setup

Automates the configuration of GitHub-based synchronization for Claude Code settings and plugins.

C++ Backend Patterns

Implements scalable C++ server-side architectures using CMake, vcpkg, and industry-standard design patterns.

UI Visual Validator

Validates UI modifications, design system compliance, and accessibility standards through rigorous visual analysis and regression testing.

Documentation Maintenance & Sync

Maintains project documentation by synchronizing with code changes, removing stale content, and refreshing metadata across files.

Structured Workflow Logging

Maintains a structured record of project decisions, progress, surprises, and deviations within design documentation.

Astropy for Astronomy & Astrophysics

Simplifies astronomical data analysis and physical calculations using standardized units, coordinates, and cosmological models.

Ideate Brainstorming Facilitator

Facilitates structured brainstorming sessions using a facilitation-first approach to help users unlock and refine their own creative ideas.

Blueprint Mode Help

Provides comprehensive guidance and command documentation for the Blueprint Mode spec-driven development framework.

Trading Strategy Research

Streamlines the development, validation, and systematic documentation of trading strategies and market edges.

Deep Work Workflow

Enforces a disciplined, multi-phase development process that separates research and planning from code execution for complex technical tasks.

GitHub Integration

Manages GitHub repositories, pull requests, issues, and CI/CD workflows directly through the GitHub CLI.

Plugin Cache Synchronizer

Synchronizes local marketplace bundles to the Claude plugin cache to ensure environment consistency and up-to-date tool availability.

Git Worktree Creator

Simplifies parallel development by automating the creation and configuration of isolated Git worktrees.

Scalable Parallel Computing with Dask

Scales Python's data science stack to multi-core systems and distributed clusters using lazy evaluation and task scheduling.

Qiskit Hardware & Pulse Control

Optimizes and executes quantum circuits on physical IBM Quantum hardware using advanced error mitigation and pulse-level control.

Founder Data & Metrics

Generates comprehensive ad-hoc data briefs including metric definitions, dimensions, and key findings from business data sources.

Task Implementation Manager

Automates the end-to-end implementation of GitHub issues and development tasks with built-in verification and state persistence.

Matplotlib Data Visualization

Generates publication-quality 2D plots, scientific visualizations, and complex multi-panel figures using industry-standard Python patterns.

Seaborn Statistical Visualization

Generates sophisticated, publication-quality statistical graphics and exploratory data visualizations using the Python Seaborn library.

Planner: Design Thinking

Provides a structured framework for evaluating product outcomes, system architecture, and code structure trade-offs.

Automated Code Documentation

Generates and maintains concise, standardized code documentation including docstrings, API references, and architecture guides.