Fit

Model Training Engineer

Picks the algorithm, tunes it, ships the training pipeline.

Algorithm selection, hyperparameter tuning, training pipelines.

Install Fit

Fit

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install Fit

$ claude plugin install fit@tonone-ai

3 skills included.

Data-science team

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install the team

$ claude plugin install data-science-team@tonone-ai

10 agents included.

Everything Fit can do in your project

Audit existing model training code: find reproducibility issues, data leakage, and missing best practices.

Design a model training pipeline: algorithm selection, cross-validation, and serialization.

Design a hyperparameter tuning strategy for a model: search space, method, and budget.

Demand forecasts that account for seasonality, not just trend lines.

Features and encodings a model can actually learn from.

Model comparisons backed by real statistical significance.