gizix

gizix/cc_projects

Agent Claude Code

PROACTIVELY optimizes model performance through hyperparameter tuning, architecture selection, and training strategies. Use when improving model performance or comparing algorithms.

gizix/cc_projects

Agent Claude Code

PROACTIVELY reviews Jupyter notebooks for best practices, reproducibility, and code quality. Use when preparing notebooks for sharing or production.

gizix/cc_projects

Command Claude Code

Run code quality checks with ruff and mypy.

gizix/cc_projects

Command Claude Code

Create a new Jupyter notebook from template.

gizix/cc_projects

Command Claude Code

Evaluate a trained model with comprehensive metrics.

gizix/cc_projects

Command Claude Code

Format Python code and notebooks using black and ruff.

gizix/cc_projects

Command Claude Code

Install project dependencies using uv package manager.

gizix/cc_projects

Command Claude Code

Run data preprocessing pipeline with specified configuration.

gizix/cc_projects

Command Claude Code

Profile notebook performance and memory usage.

gizix/cc_projects

Command Claude Code

Execute a Jupyter notebook with optional parameters.

gizix/cc_projects

Command Claude Code

Start JupyterLab server with all extensions and configurations.

gizix/cc_projects

Command Claude Code

Run tests for Jupyter notebooks and Python code.

gizix/cc_projects

Command Claude Code

Initialize MLflow or W&B experiment tracking.

gizix/cc_projects

Command Claude Code

Train a machine learning model with specified configuration.

gizix/cc_projects

Skill Claude Code

Implement data validation and quality checks using Great Expectations or Pandera. Use when validating data quality, schema compliance, or detecting data drift.

gizix/cc_projects

Skill Claude Code

Build end-to-end ML pipelines with sklearn Pipeline, feature engineering, and model training. Use when creating reproducible ML workflows or productionizing models.

gizix/cc_projects

Skill Claude Code

Package trained models for deployment with proper versioning, API wrapping, and monitoring. Use when preparing models for production deployment.

gizix/cc_projects

Skill Claude Code

Generate structured Jupyter notebooks for EDA, modeling, evaluation, and reporting. Use when starting new analysis or creating standardized notebook formats.

gizix/cc_projects

Agent Claude Code

PROACTIVELY review code for security vulnerabilities in async Python applications.

gizix/cc_projects

Agent Claude Code

Assist with SQLAlchemy async operations, migrations, and query optimization.

gizix/cc_projects

Agent Claude Code

Async SQLAlchemy specialist covering async sessions, migrations with Alembic, query optimization, and connection pooling. Use when working with database models, queries, or migrations.

gizix/cc_projects

Agent Claude Code

Guide production deployment with Hypercorn and optimization best practices.

gizix/cc_projects

Agent Claude Code

PROACTIVELY assist with API design, async patterns, and Quart best practices.

gizix/cc_projects

Agent Claude Code

Quart framework specialist providing best practices, async patterns, and framework-specific guidance. Use when working with Quart routes, blueprints, WebSockets, or when needing framework expertise.