How do I trigger a model evaluation in Claude Code?

You can trigger it by asking Claude to 'evaluate model', 'check model performance', or 'run validation results'.

Can I compare two different models simultaneously?

Yes, the skill is designed to invoke evaluations for multiple models and present a side-by-side comparison of their performance.

What metrics can this Claude Code skill calculate?

The skill calculates a comprehensive range of standard metrics including accuracy, precision, recall, and F1-score.

Does this work for different types of ML tasks?

It is suitable for various tasks such as image classification, regression, and other standard supervised learning evaluations.

Machine Learning Model Evaluation Suite

Name: Machine Learning Model Evaluation Suite
Author: jeremylongshore

byjeremylongshore

•

884

Data Science & ML

Evaluates machine learning model performance using comprehensive metrics like accuracy, precision, and F1-score to ensure model quality.

About

The Machine Learning Model Evaluation Suite empowers Claude to perform deep performance analysis on AI models by automating the generation of critical metrics. This skill streamlines the validation process, allowing developers to assess model accuracy, recall, and F1-scores directly within the Claude Code environment. By leveraging the /eval-model command, it provides actionable insights for comparing multiple models and identifying specific areas for optimization before deployment.

Key Features

Automated performance analysis using the /eval-model command
Detailed performance reporting with key indicator highlights
Validation of models against held-out datasets to ensure reliability
884 GitHub stars
Comprehensive metric generation including Accuracy, Precision, Recall, and F1-score
Side-by-side model comparison for benchmarking different architectures

Use Cases

Benchmarking multiple model iterations to select the best version for production
Identifying performance regressions or bottlenecks in specialized AI tasks
Validating model readiness and accuracy before deployment in live environments

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills model-evaluation-suite

For use in Claude.ai and ChatGPT

Download Skill

GitHub