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Worklog Tracker

Tracks billable client hours and records project progress with automated validation and session summarization.

Memory Leak Detector

Identifies and resolves memory exhaustion issues in Python and PyTorch applications, specifically targeting matplotlib figures and tensor accumulation.

Global Coding Style

Enforces uniform coding standards, formatting, and architectural principles to ensure a clean and maintainable codebase.

Architecture Reviewer

Enforces adherence to PRISM architectural patterns by validating the implementation of Runner and Trainer classes during refactoring.

Pydantic Model Architect

Designs robust Pydantic v2 data models with integrated validation, type safety, and standardized configuration.

Global Conventions

Enforces project-wide development standards for directory organization, documentation, version control, and environment management.

Text Message

Sends and manages SMS or iMessages via the Apple Messages app with automated contact resolution and attachment support.

Type Hint Adder

Enhances Python codebases by adding comprehensive type hints and specialized PyTorch tensor documentation for better maintainability and static analysis.

Backend Migrations

Manages database schema evolutions and data migrations using industry-standard tools and zero-downtime best practices.

Google Calendar Management

Manage Google Calendar events, schedule meetings with automated attendee resolution, and optimize availability using business hour logic.

CRUD Task Management

Implements robust Create, Read, Update, and Delete operations for task-based data management using standardized service layer patterns and validation.

Task Search

Implements robust search capabilities for task management applications, including keyword matching, relevance ranking, and multi-criteria filtering.

Dead Code Finder

Identifies and removes unused code, commented blocks, unreachable paths, and redundant imports to streamline codebase maintainability.

Python Project Setup

Initializes Python project structures with standardized directory layouts, configuration files, and modern development best practices.

Gemini Image Generation

Generates and edits high-resolution images using the Gemini API with support for style transfers, text-to-image prompts, and multi-turn refinement.

Frontend Quality Assurance

Automates comprehensive UI testing and bug discovery using browser automation to ensure high-quality frontend deployments.

Git Commit Maker

Generates well-formatted git commit messages following the Conventional Commits standard to improve project history and team collaboration.

Python Testing

Implements robust Python testing suites using pytest, focusing on isolated test design, mocking external dependencies, and asynchronous execution patterns.

Slack

Manages cross-workspace communication by sending messages, listing channels, and looking up users across multiple Slack environments.

PyTorch Shape Validator

Validates and documents PyTorch tensor shapes through inline comments and runtime assertions to prevent common deep learning bugs.

Complex Tensor Handler

Manages complex-valued PyTorch tensors for astronomical imaging, signal processing, and frequency-domain neural networks.

Python Backend Development

Builds scalable Python web APIs and backend services using FastAPI, async SQLAlchemy, and PostgreSQL.

Reference Tracker

Automatically logs research sources, search queries, and significant development prompts to maintain comprehensive project documentation and audit trails.

Module Extractor

Extracts classes, functions, and code blocks from monolithic modules into focused, maintainable files while preserving import compatibility.

Session Execution

Executes complex development tasks by analyzing startup prompts and implementing structured, step-by-step project plans with continuous feedback.

Observe Before Editing

Enforces an observation-first debugging workflow by verifying system outputs and logs before making code changes.

Python Dependency Management

Streamlines Python dependency management using the uv package manager to ensure fast, reproducible, and isolated development environments.

Vector RAG GUI

Search and synthesize local vector RAG stores using an AI-powered graphical interface.

Python Development

Streamlines Python 3.12+ development using the uv package manager to ensure type safety, adherence to Google style guides, and efficient dependency management.

Maestro Analysis

Maps natural language queries to advanced code analysis tools for deep architectural exploration and data flow tracking.