How do I install the Yeloo Vibe Skills Evaluating Machine Learning Models skill?

Run npx skillmds@latest add tomevault-io/yeloo-vibe-skills-evaluating-machine-learning-models in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Which AI agents work with Yeloo Vibe Skills Evaluating Machine Learning Models?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Who published Yeloo Vibe Skills Evaluating Machine Learning Models?

tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Yeloo Vibe Skills Evaluating Machine Learning Models by tomevault-io

Name: Yeloo Vibe Skills Evaluating Machine Learning Models
Author: tomevault-io

File contents

Model Evaluation Suite

Use this skill when the model exists and the question is whether it is good enough.

Overview

This skill focuses on choosing and interpreting the right evaluation metrics for the problem, then comparing candidate models or thresholds.

When to Use This Skill

Comparing candidate models with consistent metrics
Reviewing precision/recall/F1/AUC, regression error, calibration, or ranking quality
Stress-testing validation strategy before deployment or publication

Not For / Boundaries

Building the training pipeline itself: use training-machine-learning-models
Engineering features: use engineering-features-for-machine-learning
Checking train/test contamination: use ml-data-leakage-guard

Typical Outputs

Metric suite recommendations
Model comparison tables
Notes on threshold tradeoffs, calibration, and validation weaknesses

Related Skills

confusion-matrix-generator for class-level error breakdowns
scientific-reporting when the evaluation must become a deliverable

Source: yeloo/Vibe-Skills — distributed by TomeVault.

Frequently asked questions

Yeloo Vibe Skills Evaluating Machine Learning Models